Petros Maragos 2021-07-20T22:33:34+00:00

Petros Maragos received the Diploma M.Eng. degree in electrical engineering from the National Technical University of Athens, Greece, in 1980, and the M.Sc.E.E. and Ph.D. degrees from the Georgia Institute of Technology, Atlanta, USA, in 1982 and 1985.

In 1985 he joined the faculty of the Division of Applied Sciences at Harvard University, Cambridge, Massachusetts, where he worked for 8 years as professor of electrical and computer engineering, affiliated with the interdisciplinary Harvard Robotics Lab. He has also been a consultant to several industry research groups including Xerox’s research on image analysis. In 1993 he joined the ECE faculty of Georgia Tech, Atlanta. During parts of 1996-98 he was on sabbatical and academic leave working as director of research at the Institute for Language and Speech Processing in Athens. Since 1998 he joined the faculty of the National Technical University of Athens, where he is currently working as professor of electrical and computer engineering. Since 1999 he also joined the Institute of Communication and Computer Systems as a collaborating faculty member and principal investigator of research projects. During Fall 2012 he was a visiting scientist at MIT, with the Laboratory of Information and Decision Systems. During Fall 2016 he was a visiting professor at the University of Pennsylvania, Dept. of Computer and Information Science. Since 2008 he is the director of the NTUA Laboratory on Intelligent Robotics and Automation. He has also served (during 2009-2019) as the director of the NTUA ECE Division of Signals, Control and Robotics. Since 2009 he is the scientific director of the Robot Perception and Interaction Unit at Athena Research & Innovation Center. His current research and teaching interests include the general areas of signal processing, systems theory, machine learning, and their applications to computer vision, speech & language processing, and robotics. In the above areas he has authored or co-authored more than 350 publications as journal papers, book chapters or conference proceeding articles. The citations to his work can be found at Google Scholar. He has co-edited three Springer research books, one on multimodal processing and interaction and two on shape analysis. He has also been the principal investigator and/or scientific director of more than 40 USA and European/Greek research projects.

He has served as associate editor for the IEEE Transactions on Acoustics, Speech & Signal Processing and the Transactions on Pattern Analysis and Machine Intelligence; as editorial board member for the journals Signal Processing, J. Visual Communications, Image Representation, and J. Mathematic Imaging and Vision; and as guest editor for several other journals. He has served as member of the IEEE DSP, IMDSP and MMSP technical committees, and the IEEE SPS Education Board. He has served as general chairman or co-chairman for several international conferences, including the 1992 SPIE Conf. on Visual Communications and Image Processing, the 1996 Int’l Symposium on Mathematical Morphology & Its Applications to Image Processing, the 2007 IEEE Int’l Workshop on Multimedia Signal Processing, program cochair of the 2010 European Conf. on Computer Vision, coorganizer of ECCV-2010 Workshop on Sign, Gesture and Activity, tutorial cochair of EUSIPCO-2012,  coorganizer of the 2011, 2014 and 2018 Dagstuhl Symposia on Shape Analysis, coorganizer of IROS-2015 Workshop on Cognitive Mobility Assistance Robots, general cochair of EUSIPCO-2017, cochair of IEEE IVMSP Workshop-2022, and general chair of ICASSP-2023. He has also served as member of the Greek National Council for Research and Technology (2005-2009) and the Scientific Council for Mathematics & Information Sciences (2011-2013).

Dr. Maragos’ academic work has received several awards, including: a 1987 US NSF Presidential Young Investigator Award in recognition of his academic accomplishments and potential; the 1988 IEEE ASSP Society’s Young Author Best Paper Award for his paper “Morphological Filters” (IEEE Trans. ASSP, 1987); the 1994 IEEE Signal Processing Society’s Senior Best Paper Award for his paper “Energy Separation in Signal Modulations with Application to Speech Analysis” (IEEE Trans. SP, 1993); the 1995 IEEE W.R.G. Baker Prize Award for the most outstanding original paper in all IEEE publications; the 1996 Pattern Recognition Society’s Honorable Mention Award for best paper (“Min-Max Classifiers”, Pattern Recognition, 1995); and the Best paper award from the CVPR-2011 Workshop on Gesture Recognition. In 1995 he was elected Fellow of the IEEE for his contributions to the theory and application of nonlinear signal processing systems. He is the recipient of the 2007 EURASIP Technical Achievements Award for contributions to nonlinear signal processing and systems theory, image processing, and speech processing. In 2010 he was elected Fellow of the European Association for Signal Processing (EURASIP) for his research contributions. He has been elected IEEE SPS Distinguished Lecturer for 2017-2018.

Publications

2023

K Papadimitriou, G Potamianos, G Sapountzaki, T Goulas, E Efthimiou, S -E Fotinea, P Maragos

Greek sign language recognition for an education platform Journal Article

Universal Access in the Information Society, 2023.

BibTeX | Links: [PDF]

George Retsinas, Niki Efthymiou, Dafni Anagnostopoulou, Petros Maragos

Mushroom Detection and Three Dimensional Pose Estimation from Multi-View Point Clouds Journal Article

Sensors, 23 (7), 2023.

BibTeX | Links: [PDF]

E Kalisperakis, T Karantinos, M Lazaridi, V Garyfalli, P P Filntisis, A Zlatintsi, N Efthymiou, A Mantas, L Mantonakis, T Mougiakos, I Maglogiannis, P Tsanakas, P Maragos, N Smyrnis

Smartwatch digital phenotypes predict positive and negative symptom variation in a longitudinal monitoring study of patients with psychotic disorders Journal Article

Frontiers in Psychiatry, 14 , 2023.

BibTeX | Links: [PDF] [PDF]

N Efthymiou, G Retsinas, P Filntisis, C Garoufis, A Zlatintsi, E Kalisperakis, V Garyfalli, T Karantinos, M Lazaridi, N Smyrnis, P Maragos

From Digital Phenotype Identification To Detection of Psychotic Relapses Inproceedings

Proc. 11th IEEE International Conference on Health Informatics (ICHI 2023), Houston, Texas, 2023.

BibTeX | Links: [PDF] [Slides]

D Anagnostopoulou, G Retsinas, N Efthymiou, P P Filntisis, P Maragos

A Realistic Synthetic Mushroom Scenes Dataset Inproceedings

Proc. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 4th Agriculture Vision Workshop, Vancouver, Canada, 2023.

BibTeX | Links: [PDF] [Poster]

C O Tze, P P Filntisis, A L Dimou, A Roussos, P Maragos

Neural Sign Reenactor: Deep Photorealistic Sign Language Retargeting Inproceedings

Proc. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), AI for Content Creation Workshop (AI4CC), Vancouver, Canada, 2023.

BibTeX | Links: [PDF] [Poster]

G Retsinas, N Efthymiou, P Maragos

Mushroom Segmentation and 3D Pose Estimation From Point Clouds Using Fully Convolutional Geometric Features and Implicit Pose Encoding Inproceedings

Proc. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 4th Agriculture Vision Workshop, Vancouver, Canada, 2023.

BibTeX | Links: [PDF]

P P Filntisis, G Retsinas, F Paraperas-Papantoniou, A Katsamanis, A Roussos, P Maragos

SPECTRE: Visual Speech-Informed Perceptual 3D Facial Expression Reconstruction from Videos Inproceedings

Proc. 2023 IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 5th Workshop and Competition on Affective Behavior Analysis in-the-wild (ABAW), Vancouver, Canada, 2023.

BibTeX | Links: [PDF]

D Charitou, C Garoufis, A Zlatintsi, P Maragos

Exploring Polyphonic Accompaniment Generation using Generative Adversarial Networks Inproceedings

Proc. 20th Sound and Music Computing Conference (SMC 2023), Stockholm, Sweden, 2023.

BibTeX | Links: [PDF] [Slides] [Poster]

C Garoufis, A Zlatintsi, P Maragos

Multi-Source Contrastive Learning from Musical Audio Inproceedings

Proc. 20th Sound and Music Computing Conference (SMC 2023), Stockholm, Sweden, 2023.

BibTeX | Links: [PDF] [Slides] [Poster]

Dimitris N Makropoulos, Antigoni Tsiami, Aristides Prospathopoulos, Dimitris Kassis, Alexandros Frantzis, Emmanuel Skarsoulis, George Piperakis, Petros Maragos

Convolutional Recurrent Neural Networks for the Classification of Cetacean Bioacoustic Patterns Inproceedings

Proc. 48th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece, 2023.

BibTeX | Links: [PDF] [Poster]

E Fekas, A Zlatintsi, P P Filntisis, C Garoufis, N Efthymiou, P Maragos

Relapse Prediction from Long-Term Wearable Data Using Self-Supervised Learning and Survival Analysis Inproceedings

Proc. 48th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece, 2023.

BibTeX | Links: [PDF] [Slides]

G Retsinas, G Sfikas, P P Filntisis, P Maragos

Newton-based Trainable Learning Rate Inproceedings

Proc. 48th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece, 2023.

BibTeX | Links: [PDF]

Petros Tzathas, Petros Maragos, Anastasios Roussos

3D Neural Sculpting (3DNS): Editing Neural Signed Distance Functions Inproceedings

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 4521-4530, 2023.

BibTeX | Links: [PDF]

2022

R Dromnelle, E Renaudo, M Chetouani, P Maragos, R Chatila, B Girard, M Khamassi

Reducing Computational Cost During Robot Navigation and Human-Robot Interaction with a Human-Inspired Reinforcement Learning Architecture Journal Article

International Journal of Social Robotics, 2022.

BibTeX | Links: [PDF]

A Zlatintsi, P P Filntisis, C Garoufis, N Efthymiou, P Maragos, A Menychtas, I Maglogiannis, P Tsanakas, T Sounapoglou, E Kalisperakis, T Karantinos, M Lazaridi, V Garyfalli, A Mantas, L Mantonakis, N Smyrnis

E-Prevention: Advanced Support System for Monitoring and Relapse Prevention in Patients with Psychotic Disorders Analyzing Long-Term Multimodal Data from Wearables and Video Captures Journal Article

Sensors, 22 (19), 2022.

BibTeX | Links: [PDF]

N Tsilivis, A Tsiamis, P Maragos

Toward a Sparsity Theory on Weighted Lattices Journal Article

J. Math. Imaging & Vision, 2022.

BibTeX | Links: [PDF]

Niki Efthymiou, Panagiotis P Filntisis, Petros Koutras, Antigoni Tsiami, Jack Hadfield, Gerasimos Potamianos, Petros Maragos

ChildBot: Multi-robot perception and interaction with children Journal Article

Robotics and Autonomous Systems, 150 , pp. 103975, 2022, ISSN: 0921-8890.

Abstract | BibTeX | Links: [PDF]

D Anagnostopoulou, N Efthymiou, C Papailiou, P Maragos

Child Engagement Estimation in Heterogeneous Child-Robot Interactions Using Spatiotemporal Visual Cues Inproceedings

Proc. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Kyoto, Japan, 2022.

BibTeX | Links: [PDF] [Video]

C Garoufis, A Zlatintsi, PP Filntisis, N Efthymiou, E Kalisperakis, T Karantinos, V Garyfalli, M Lazaridi, N Smyrnis, P Maragos

Towards Unsupervised Subject-Independent Speech-Based Relapse Detection in Patients with Psychosis using Variational Autoencoders Inproceedings

2022 30th European Signal Processing Conference (EUSIPCO), pp. 175–179, IEEE Belgrade, Serbia, 2022.

BibTeX | Links: [PDF] [Slides]

M Panagiotou, A Zlatintsi, PP Filntisis, AJ Roumeliotis, N Efthymiou, P Maragos

A comparative study of autoencoder architectures for mental health analysis using wearable sensors data Inproceedings

2022 30th European Signal Processing Conference (EUSIPCO), pp. 1258–1262, IEEE 2022.

BibTeX | Links: [PDF] [Slides] [Video]

P Papantonakis, C Garoufis, P Maragos

Multi-Band Masking for Waveform-Based Singing Voice Separation Inproceedings

Proc. 30th European Signal Processing Conference (EUSIPCO 2022), Belgrade, Serbia, 2022.

BibTeX | Links: [PDF] [Poster]

C O Tze, P Filntisis, A Roussos, P Maragos

Cartoonized Anonymization of Sign Language Videos Inproceedings

Proc. 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2022), Nafplio, Greece, 2022.

BibTeX | Links: [PDF]

G Retsinas, P Filntisis, N Kardaris, P Maragos

Attribute-based Gesture Recognition: Generalization to Unseen Classes Inproceedings

Proc. 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2022), Nafplio, Greece, 2022.

BibTeX | Links: [PDF]

Foivos Paraperas-Papantoniou, Panagiotis P Filntisis, Petros Maragos, Anastasios Roussos

Neural Emotion Director: Speech-Preserving Semantic Control of Facial Expressions in ''In-the-Wild'' Videos Inproceedings

Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Oral - Best Paper Finalist) , New Orleans, USA, 2022.

BibTeX | Links: [Video] [Poster] [Supp] [PDF]

K Avramidis, C Garoufis, A Zlatintsi, P Maragos

Enhacing Affective Representations of Music-Induced EEG through Multimodal Supervision and Latent Domain Adaptation Inproceedings

Proc. 47th IEEE Int’l Conf. on Acoustics, Speech and Signal Processing (ICASSP-2022), 2022.

BibTeX | Links: [PDF] [Poster]

G Bastas, S Koutoupis, M K.-Papakostas, V Katsouros, P Maragos

A Few-sample Strategy for Guitar Tablature Transcription Based on Inharmonicity Analysis and Playability Constraints Inproceedings

Proc. 47th IEEE Int’l Conf. on Acoustics, Speech and Signal Processing (ICASSP-2022), 2022.

BibTeX | Links: [PDF] [Video]

M Parelli, K Papadimitriou, G Potamianos, G Pavlakos, P Maragos

Spatio-Temporal Graph Convolutional Networks for Continuous Sign Language Recognition Inproceedings

Proc. 47th IEEE Int’l Conf. on Acoustics, Speech and Signal Processing (ICASSP-2022), 2022.

BibTeX | Links: [PDF] [Poster]

P Misiakos, G Smyrnis, G Retsinas, P Maragos

Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes Inproceedings

Proc. 10th International Conference on Learning Representations (ICLR 2022), 2022.

BibTeX | Links: [PDF] [Slides] [Webpage]

2021

Petros Maragos, Vasileios Charisopoulos, Emmanouil Theodosis

Tropical Geometry and Machine Learning Journal Article

Proceedings of the IEEE, 109 (5), pp. 728-755, 2021.

BibTeX | Links: [PDF]

George Moustris, Nikolaos Kardaris, Antigoni Tsiami, Georgia Chalvatzaki, Petros Koutras, Athanasios Dometios, Paris Oikonomou, Costas Tzafestas, Petros Maragos, Eleni Efthimiou, Xanthi Papageorgiou, Stavroula-Evita Fotinea, Yiannis Koumpouros, Anna Vacalopoulou, Effie Papageorgiou, Alexandra Karavasili, Foteini Koureta, Dimitris Dimou, Alexandros Nikolakakis, Konstantinos Karaiskos, Panagiotis Mavridis

The i-Walk Lightweight Assistive Rollator: First Evaluation Study Journal Article

Frontiers in Robotics and AI, 8 , pp. 272, 2021, ISSN: 2296-9144.

Abstract | BibTeX | Links: [PDF]

Nikos Melanitis, Petros Maragos

A linear method for camera pair self-calibration Journal Article

Computer Vision and Image Understanding, 210 , pp. 103223, 2021.

BibTeX | Links: [PDF]

N Efthymiou, P P Filntisis, G Potamianos, P Maragos

Visual Robotic Perception System with Incremental Learning for Child–Robot Interaction Scenarios Journal Article

Technologies, 9 (4), 2021.

Abstract | BibTeX | Links: [PDF]

M. Diomataris, N. Gkanatsios, V. Pitsikalis, P. Maragos

Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection Conference

Proceedings of International Conference on Computer Vision (ICCV-2021), 2021.

BibTeX | Links: [PDF] [Supp]

I Pikoulis, P P Filntisis, P Maragos

Leveraging Semantic Scene Characteristics and Multi-Stream Convolutional Architectures in a Contextual Approach for Video-Based Visual Emotion Recognition in the Wild Conference

Proc. 16th IEEE Int’l Conf. on Automatic Face and Gesture Recognition (FG-2021), 2021.

BibTeX | Links: [PDF]

P Antoniadis, P P Filntisis, P Maragos

Exploiting Emotional Dependencies with Graph Convolutional Networks for Facial Expression Recognition Conference

Proc. 16th IEEE Int’l Conf. on Automatic Face and Gesture Recognition (FG-2021), 2021.

BibTeX | Links: [PDF]

K. Avramidis, A. Zlatintsi, C. Garoufis, P. Maragos

Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition Conference

Proc. 29th European Signal Processing Conference (EUSIPCO 2021), Dublin, Ireland, 2021.

BibTeX | Links: [PDF] [Slides] [Video]

V. Vasileiou, N. Kardaris, P. Maragos

Exploring Temporal Context and Human Movement Dynamics for Online Action Detection in Videos Conference

Proc. 29th European Signal Processing Conference (EUSIPCO 2021), Dublin, Ireland, 2021.

BibTeX | Links: [PDF] [Slides] [Video]

C. Garoufis, A. Zlatintsi,, P. Maragos

HTMD-NET: A Hybrid Masking-Denoising Approach to Time-Domain Monaural Singing Voice Separation Conference

Proc. 29th European Signal Processing Conference (EUSIPCO 2021), Dublin, Ireland, 2021.

BibTeX | Links: [PDF] [Slides] [Video]

P. Giannoulis, G. Potamianos, P. Maragos

Overlapped Sound Event Classification via Multi- Channel Sound Separation Network Conference

Proc. 29th European Signal Processing Conference (EUSIPCO 2021), Dublin, Ireland, 2021.

BibTeX | Links: [PDF] [Slides] [Video]

P P Filntisis, Niki Efthymiou, Gerasimos Potamianos, Petros Maragos

An Audiovisual Child Emotion Recognition System for Child-Robot Interaction Applications Conference

European Signal Processing Conference (EUSIPCO), Dublin, Ireland, 2021.

BibTeX | Links: [PDF] [Slides] [Video]

C. Garoufis, A. Zlatintsi, P. P. Filntisis, N. Efthymiou, E. Kalisperakis, V. Garyfalli, T. Karantinos, L. Mantonakis, N. Smyrnis, P. Maragos

An Unsupervised Learning Approach for Detecting Relapses from Spontaneous Speech in Patients with Psychosis Conference

Proc. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI-2021), 2021.

BibTeX | Links: [Poster] [Poster]

Dafni Anagnostopoulou, Niki Efthymiou, Christina Papailiou, Petros Maragos

Engagement Estimation During Child Robot Interaction Using DeepConvolutional Networks Focusing on ASD Children Conference

Proc. IEEE Int'l Conf. Robotics and Automation (ICRA-2021), Xi'an, 2021.

BibTeX | Links: [PDF] [Video] [Slides]

Agelos Kratimenos, Georgios Pavlakos, Petros Maragos

Independent Sign Language Recognition with 3D Body, Hands, and Face Reconstruction Conference

Proc. 46th IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP-2021), Toronto, 2021.

BibTeX | Links: [PDF] [Slides] [Video] [Poster]

Nikos Tsilivis, Anastasios Tsiamis, Petros Maragos

Sparsity in Max-Plus Algebra and Applications in Multivariate Convex Regression Conference

Proc. 46th IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP-2021), Toronto, 2021.

BibTeX | Links: [PDF] [Poster] [Slides] [Video]

Nikolaos Dimitriadis, Petros Maragos

Advances in Morphological Neural Networks: Training, Pruning and Enforcing Shape Constraints Conference

Proc. 46th IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP-2021), Toronto, 2021.

BibTeX | Links: [PDF] [Slides] [Video] [Poster]

Kleanthis Avramidis, Agelos Kratimenos, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms Conference

Proc. 46th IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP-2021), Toronto, 2021.

BibTeX | Links: [PDF] [Slides] [Video] [Poster]

N Tsilivis, A Tsiamis, P Maragos

Sparse Approximate Solutions to Max-Plus Equations Conference

Discrete Geometry and Mathematical Morphology: Proc. DGMM 2021, 12708 , LNCS Springer, Cham, Switzerland, 2021.

BibTeX | Links: [PDF] [Video] [Slides]

2020

Kosmas Kritsis, Christos Garoufis, Athanasia Zlatintsi, Manuel Bouillon, Carlos Acosta, Daniel Mart'in-Albo, Robert Piechaud, Petros Maragos, Vassilis Katsouros

iMuSciCA Workbench: Web-based Music Activities For Science Education Journal Article

Journal of the Audio Engineering Society, 68 (10), pp. 738-746, 2020.

BibTeX | Links: [PDF]

Christian Werner, Athanasios C Dometios, Costas S Tzafestas, Petros Maragos, Jürgen M Bauer, Klaus Hauer

Evaluating the task effectiveness and user satisfaction with different operation modes of an assistive bathing robot in older adults Journal Article

Assistive Technology, 0 , 2020, (PMID: 32286163).

BibTeX | Links: [PDF]

A Zlatintsi, A C Dometios, N Kardaris, I Rodomagoulakis, P Koutras, X Papageorgiou, P Maragos, C S Tzafestas, P Vartholomeos, K Hauer, C Werner, R Annicchiarico, M G Lombardi, F Adriano, T Asfour, A M Sabatini, C Laschi, M Cianchetti, A Güler, I Kokkinos, B Klein, R López

I-Support: A robotic platform of an assistive bathing robot for the elderly population Journal Article

Robotics and Autonomous Systems, 126 , pp. 103451, 2020, ISSN: 0921-8890.

Abstract | BibTeX | Links: [PDF]

Christian Werner, Nikos Kardaris, Petros Koutras, Athanasia Zlatintsi, Petros Maragos, Jürgen M Bauer, Klaus Hauer

Improving gesture-based interaction between an assistive bathing robot and older adults via user training on the gestural commands Journal Article

Archives of Gerontology and Geriatrics, 87 , pp. 103996, 2020, ISSN: 0167-4943.

Abstract | BibTeX | Links: [PDF]

V. Tassopoulou, G. Retsinas,, P. Maragos

Enhancing Handwritten Text Recognition with N-gram sequence decomposition and Multitask Learning Conference

Intl' Conference Pattern Recognition (ICPR 2020), Milan, Italy, 2020.

BibTeX | Links: [PDF]

Nikolaos Gkanatsios, Vassilis Pitsikalis, Petros Maragos

From Saturation to Zero-Shot Visual Relationship Detection Using Local Context Conference

British Machine Vision Conference, Online, 2020.

BibTeX | Links: [PDF]

Georgia Chalvatzaki, Petros Koutras, Antigoni Tsiami, Costas S. Tzafestas, Petros Maragos

i-Walk Intelligent Assessment System: Activity, Mobility, Intention, Communication Conference

Proc. 16th European Computer Vision Conference Workshops (ECCVW) – 8th Int’l Workshop on Assistive Computer Vision and Robotics (ACVR-2020), Online, 2020.

BibTeX | Links: [PDF]

I Marougkas, P Koutras, N Kardaris, G Retsinas, G Chalvatzaki, P Maragos

How to track your dragon: A Multi-Attentional Framework for Real-time RGB-D 6-DOF Object Pose Tracking Conference

Proc. European Conference on Computer Vision Workshops (ECCVW) - 6th Int’l Workshop on Recovering 6D Object Pose, 2020.

BibTeX | Links: [PDF]

Georgios Smyrnis, Petros Maragos

Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation Conference

International Conference on Machine Learning (ICML), Online, 2020.

BibTeX | Links: [PDF]

I. Maglogiannis, A. Zlatintsi, A. Menychtas, D. Papadimatos, P.P. Filntisis, N. Efthymiou, G. Retsinas, P. Tsanakas,, P. Maragos

An intelligent cloud-based platform for effective monitoring of patients with psychotic disorders Conference

Int’l Conf. on Artificial Intelligence Applications and Innovation (AIAI-2020), Halkidiki, Greece, 2020.

BibTeX | Links: [PDF]

G. Potamianos, K. Papadimitriou, E. Efthimiou, S-E Fotinea, G. Sapountzaki, P. Maragos

SL-ReDu: Greek Sign Language Recognition for Educational Applications. Project Description and Early Results Conference

PETRA '20: Proceedings of the 13th ACM International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 2020.

BibTeX | Links: [PDF]

A. Tsiami, P. Koutras, P. Maragos

STAViS: Spatio-Temporal AudioVisual Saliency Network Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2020.

BibTeX | Links: [PDF]

C Garoufis, A Zlatintsi, P Maragos

An LSTM-Based Dynamic Chord Progression Generation System for Interactive Music Performance Conference

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.

BibTeX | Links: [Slides] [Video] [PDF]

G Smyrnis, P Maragos, G Retsinas

Maxpolynomial Division with Application To Neural Network Simplification Conference

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.

BibTeX | Links: [PDF] [Slides] [Video]

G Retsinas, P P Filntisis, N Efthymiou, E Theodosis, A Zlatintsi, P Maragos

Person Identification Using Deep Convolutional Neural Networks on Short-Term Signals from Wearable Sensors Conference

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020.

BibTeX | Links: [PDF]

P Maragos, E Theodosis

Multivariate Tropical Regression and Piecewise-Linear Surface Fitting Conference

Proc. 45th IEEE Int'l Conf. Acoustics, Speech and Signal Processing (ICASSP-2020), Barcelona, 2020.

BibTeX | Links: [Video] [PDF] [Slides]

P. Maragos, E. Theodosis

Tropical Geometry and Piecewise-Linear Approximation of Curves and Surfaces on Weighted Lattices Book Chapter

M. Breuss A. Bruckstein, Kiselman C; Maragos, P (Ed.): Shape Analysis: Euclidean, Discrete and Algebraic Geometric Methods, Springer, 2020.

BibTeX

P. P. Filntisis, N. Efthymiou, G. Potamianos, P. Maragos

Emotion Understanding in Videos Through Body, Context, and Visual-Semantic Embedding Loss Workshop

Proc. 16th European Computer Vision Conference Workshops (ECCVW) - Workshop on Bodily Expressed Emotion Understanding, 2020.

BibTeX | Links: [PDF] [Code]

2019

Georgia Chalvatzaki, Xanthi S Papageorgiou, Petros Maragos, Costas S Tzafestas

Learn to adapt to human walking: A Model-based Reinforcement Learning Approach for a Robotic Assistant Rollator Journal Article

IEEE Robotics and Automation Letters (with IROS option), 4 (4), pp. 3774–3781, 2019.

BibTeX | Links: [PDF]

P P Filntisis, N Efthymiou, P Koutras, G Potamianos, P Maragos

Fusing Body Posture With Facial Expressions for Joint Recognition of Affect in Child–Robot Interaction Journal Article

IEEE Robotics and Automation Letters (with IROS option), 4 (4), pp. 4011-4018, 2019.

Abstract | BibTeX | Links: [PDF]

I Rodomagoulakis, P Maragos

Improved Frequency Modulation Features for Multichannel Distant Speech Recognition Journal Article

IEEE Journal of Selected Topics in Signal Processing, 13 (4), pp. 841-849, 2019.

Abstract | BibTeX | Links: [PDF]

Antigoni Tsiami, Petros Koutras, Athanasios Katsamanis, Argiro Vatakis, Petros Maragos

A behaviorally inspired fusion approach for computational audiovisual saliency modeling Journal Article

Signal Processing: Image Communication, 76 , pp. 186 - 200, 2019.

Abstract | BibTeX | Links: [PDF]

Anastasios Tsiamis, Petros Maragos

Sparsity in max-plus algebra and systems Journal Article

Discrete Event Dynamic Systems, 29 (2), pp. 163–189, 2019.

BibTeX | Links: [PDF]

Panagiotis Giannoulis, Gerasimos Potamianos, Petros Maragos

Room-localized speech activity detection in multi-microphone smart homes Journal Article

EURASIP Journal on Audio, Speech, and Music Processing, 2019 (1), pp. 15, 2019, ISSN: 1687-4722.

Abstract | BibTeX | Links: [PDF]

Georgia Chalvatzaki, Xanthi S. Papageorgiou, Petros Maragos, Costas S. Tzafestas

Comparing the Impact of Robotic Rollator Control Schemes on Elderly Gait using on-line LRF-based Gait Analysis Conference

Proc. Workshop on Mobile Robot Assistants for the Elderly (MoRobAE) in 2019 IEEE Int’l Conference on Robotics and Automation (ICRA), Montreal, Canada, 2019.

BibTeX | Links: [PDF]

Georgia Chalvatzaki, Petros Koutras, Jack Hadfield, Xanthi S. Papageorgiou, Costas S. Tzafestas, Petros Maragos

On-line Human Gait Stability Prediction using LSTMs for the fusion of Deep-based Pose Estimation and LRF-based Augmented Gait State Estimation in an Intelligent Robotic Rollator Conference

IEEE International Conference on Robotics & Automation (ICRA), Montreal, Canada, 2019.

BibTeX

C. Garoufis, A. Zlatintsi, K. Kritsis, P.P. Filntisis, V. Katsouros, and P. Maragos

An Environment for Gestural Interaction with 3D Virual Musical Instruments as an Educational Tool Conference

Proc. 27th European Conf.(EUSIPCO-19), A Coruna, Spain, 2019.

BibTeX | Links: [PDF] [Poster]

P. Maragos

Tropical Geometry, Mathematical Morphology and Weighted Lattices Conference

Proc. 14th Int’l Symposium on Mathematical Morphology (ISMM-2019), Saarbruecken, Germany, 2019.

BibTeX | Links: [PDF]

G. Chalvatzaki, P. Koutras, J. Hadfield, X. S. Papageorgiou, C. S. Tzafestas, P. Maragos

LSTM-based Network for Human Gait Stability Prediction in an Intelligent Robotic Rollator Conference

Proc. 2019 IEEE International Conference on Robotics and Automation (ICRA), Montreal, Canada, 2019.

BibTeX | Links: [PDF]

E Theodosis, P Maragos

Tropical Modeling of Weighted Transducer Algorithms on Graphs Conference

Proc. IEEE Int'l Conf. Acous., Speech, and Signal Processing (ICASSP), 2019, ISSN: 2379-190X.

Abstract | BibTeX | Links: [PDF]

Xanthi S Papageorgiou, Georgia Chalvatzaki, Eleni Efthimiou, Stavroula-Evita Fotinea, Alexandra Karavasili, Costas S Tzafestas, Petros Maragos, Anna Vacalopoulou, Theodore Goulas

User Centered HRI Design for an Intelligent Robotic Rollator Conference

Proc. Workshop on Mobile Robot Assistants for the Elderly (MoRobAE) in 2019 IEEE Int’l Conference on Robotics and Automation (ICRA), Montreal, Canada, 2019.

BibTeX | Links: [PDF]

Petros Maragos

Tropical Geometry, Mathematical Morphology and Weighted Lattices Conference

Mathematical Morphology and Its Applications to Signal and Image Processing - 14th International Symposium, ISMM 2019, Saarbrücken, Germany, July 8-10, 2019, Proceedings, 2019.

BibTeX | Links: [PDF]

Petros Koutras, Petros Maragos

SUSiNet: See, Understand and Summarize it Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019.

BibTeX | Links: [PDF]

Jack Hadfield, Georgia Chalvatzaki, Petros Koutras, Mehdi Khamassi, Costas S Tzafestas, Petros Maragos

A Deep Learning Approach for Multi-View Engagement Estimation of Children in a Child-Robot Joint Attention Task Conference

2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019), Macau, China, 2019.

BibTeX | Links: [PDF]

N Gkanatsios, V Pitsikalis, P Koutras, A Zlatintsi, P Maragos

Deeply Supervised Multimodal Attentional Translation Embeddings for Visual Relationship Detection Conference

2019 IEEE International Conference on Image Processing (ICIP), 2019.

BibTeX

George Retsinas, Athena Elafrou, Georgios Goumas, Petros Maragos

RecNets: Channel-wise Recurrent Convolutional Neural Networks Conference

British Machine Vision Conference (BMVC-2019), Cardiff, UK, 2019.

BibTeX

Petros Maragos

Tropical Geometry, Mathematical Morphology and Weighted Lattices Conference

Mathematical Morphology and Its Applications to Signal and Image Processing, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-20867-7.

Abstract | BibTeX

Christos Sakaridis, Nikos Kolotouros, Kimon Drakopoulos, Petros Maragos

Chapter 4 - Active contour methods on arbitrary graphs based on partial differential equations Incollection

Kimmel, R; Tai, X -C (Ed.): Processing, Analyzing and Learning of Images, Shapes, and Forms: Part 2, 20 , pp. 149-190, Elsevier North-Holland, 2019.

BibTeX | Links: [PDF]

2018

G Chalvatzaki, X S Papageorgiou, C S Tzafestas, P Maragos

Augmented Human State Estimation Using Interacting Multiple Model Particle Filters With Probabilistic Data Association Journal Article

IEEE Robotics and Automation Letters, 3 (3), pp. 1872-1879, 2018, ISSN: 2377-3766.

BibTeX | Links: [PDF]

Lampros Flokas, Petros Maragos

Online Wideband Spectrum Sensing Using Sparsity Journal Article

IEEE Journal of Selected Topics in Signal Processing, 12 (1), pp. 35–44, 2018, ISSN: 19324553.

Abstract | BibTeX | Links: [PDF]

Ioannis Kordonis, Petros Maragos, George P Papavassilopoulos

Stochastic stability in Max-Product and Max-Plus Systems with Markovian Jumps Journal Article

Automatica, 92 , pp. 123–132, 2018, ISSN: 00051098.

Abstract | BibTeX | Links: [PDF]

J. Hadfield, P. Koutras, N. Efthymiou, G. Potamianos, C.S. Tzafestas, P. Maragos

Object Assembly Guidance in Child-Robot Interaction using RGB-D based 3D Tracking Conference

Proc. of 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018), Madrid, Spain, 2018.

BibTeX

N. Efthymiou, P. Koutras, P. ~P. Filntisis, G. Potamianos, P. Maragos

MULTI-VIEW FUSION FOR ACTION RECOGNITION IN CHILD-ROBOT INTERACTION Conference

Proc. IEEE Int'l Conf. on Image Processing, Athens, Greece, 2018.

Abstract | BibTeX | Links: [PDF]

A. Zlatintsi, P.P. Filntisis, C. Garoufis, A. Tsiami, K. Kritsis, M.A. Kaliakatsos-Papakostas, A. Gkiokas, V. Katsouros, P. Maragos

A Web-based Real-Time Kinect Application for Gestural Interaction with Virtual Musical Instruments Conference

Proc. of Audio Mostly Conference (AM’18), Wrexham, North Wales, UK, 2018.

BibTeX | Links: [PDF]

C Garoufis, A Zlatintsi, P Maragos

A Collaborative System for Composing Music via Motion Using a Kinect Sensor and Skeletal Data Conference

Proc. 15th Sound and Music Computing Conference (SMC 2018), Limassol, Cyprus, 2018.

BibTeX | Links: [PDF] [Poster]

E. Theodosis, P. Maragos

Analysis of the Viterbi Algorithm Using Tropical Algebra and Geometry Conference

Proc. IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC-18), Kalamata, Greece,, 2018.

BibTeX | Links: [PDF]

G Bouritsas, P Koutras, A Zlatintsi, Petros Maragos

Multimodal Visual Concept Learning with Weakly Supervised Techniques Conference

Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, 2018.

Abstract | BibTeX | Links: [PDF]

A Tsiami, P Koutras, Niki Efthymiou, P P Filntisis, G Potamianos, P Maragos

Multi3: Multi-sensory Perception System for Multi-modal Child Interaction with Multiple Robots Conference

IEEE International Conference on Robotics and Automation (ICRA), Brisbane, Australia, 2018.

Abstract | BibTeX | Links: [PDF]

A Tsiami, P P Filntisis, N Efthymiou, P Koutras, G Potamianos, P Maragos

FAR-FIELD AUDIO-VISUAL SCENE PERCEPTION OF MULTI-PARTY HUMAN-ROBOT INTERACTION FOR CHILDREN AND ADULTS Conference

Proc. IEEE Int'l Conf. Acous., Speech, and Signal Processing (ICASSP), Calgary, Canada, 2018.

Abstract | BibTeX | Links: [PDF]

A Zlatintsi, I Rodomagoulakis, P Koutras, A ~C Dometios, V Pitsikalis, C ~S Tzafestas, P Maragos

Multimodal Signal Processing and Learning Aspects of Human-Robot Interaction for an Assistive Bathing Robot Conference

Proc. IEEE Int'l Conf. Acous., Speech, and Signal Processing, Calgary, Canada, 2018.

Abstract | BibTeX | Links: [PDF]

Jack Hadfield, Petros Koutras, Niki Efthymiou, Gerasimos Potamianos, Costas S Tzafestas, Petros Maragos

Object assembly guidance in child-robot interaction using RGB-D based 3d tracking Conference

2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE 2018.

BibTeX | Links: [PDF]

2017

P. Maragos

Dynamical systems on weighted lattices: general theory, Journal Article

Math. Control Signals Syst., 29 (1), 2017.

BibTeX | Links: [PDF]

I. Rodomagoulakis, A. Katsamanis, G. Potamianos, P. Giannoulis, A. Tsiami, P. Maragos

Room-localized spoken command recognition in multi-room, multi-microphone environments Journal Article

Computer Speech & Language, 46 , pp. 419-443, 2017.

BibTeX | Links: [PDF]

P Maragos

Dynamical Systems on Weighted Lattices: General Theory Journal Article

Math. Control Signals Syst., 29 (21), 2017.

BibTeX | Links:

A Zlatintsi, P Koutras, G Evangelopoulos, N Malandrakis, N Efthymiou, K Pastra, A Potamianos, P Maragos

COGNIMUSE: a multimodal video database annotated with saliency, events, semantics and emotion with application to summarization Journal Article

EURASIP Journal on Image and Video Processing, 54 , pp. 1–24, 2017.

Abstract | BibTeX | Links: [PDF]

Christos G Bampis, Petros Maragos, Alan C Bovik

Graph-driven diffusion and random walk schemes for image segmentation Journal Article

IEEE Transactions on Image Processing, 26 (1), pp. 35–50, 2017, ISSN: 10577149.

Abstract | BibTeX | Links: [PDF]

Panagiotis Paraskevas Filntisis, Athanasios Katsamanis, Pirros Tsiakoulis, Petros Maragos

Video-realistic expressive audio-visual speech synthesis for the Greek language Journal Article

Speech Communication, 95 , pp. 137–152, 2017, ISSN: 01676393.

Abstract | BibTeX | Links: [PDF]

Christos Sakaridis, Kimon Drakopoulos, Petros Maragos

Theoretical Analysis of Active Contours on Graphs Journal Article

SIAM J. Imaging Sciences, 2017, ISSN: 1936-4954.

Abstract | BibTeX | Links: [PDF]

G Chalvatzaki, X S Papageorgiou, C S Tzafestas, P Maragos

HMM-based Pathological Gait Analyzer for a User-Adaptive Intelligent Robotic Walker Conference

Proc. 25th European Conf.(EUSIPCO-17) Workshop: "MultiLearn 2017 - Multimodal processing, modeling and learning for human-computer/robot interaction applications", Kos, Greece, 2017.

Abstract | BibTeX | Links: [PDF]

A C Dometios, A Tsiami, A Arvanitakis, P Giannoulis, X S Papageorgiou, C S Tzafestas, P Maragos

Integrated Speech-based Perception System for User Adaptive Robot Motion Planning in Assistive Bath Scenarios Conference

Proc. of the 25th European Signal Processing Conference - Workshop: "MultiLearn 2017 - Multimodal processing, modeling and learning for human-computer/robot interaction applications", Kos, Greece, 2017.

Abstract | BibTeX | Links: [PDF]

A C Dometios, X S Papageorgiou, A Arvanitakis, C S Tzafestas, P Maragos

Real-time End-effector Motion Behavior Planning Approach Using On-line Point-cloud Data Towards a User Adaptive Assistive Bath Robot Conference

2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, Canada, 2017.

Abstract | BibTeX | Links: [PDF]

G Chalvatzaki, X S Papageorgiou, C S Tzafestas, P Maragos

Estimating double support in pathological gaits using an HMM-based analyzer for an intelligent robotic walker Conference

IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 2017.

Abstract | BibTeX | Links: [PDF]

G Chalvatzaki, X S Papageorgiou, C S Tzafestas, P Maragos

Comparative experimental validation of human gait tracking algorithms for an intelligent robotic rollator Conference

IEEE International Conference on Robotics and Automation (ICRA), 2017.

Abstract | BibTeX | Links: [PDF]

A Zlatintsi, I Rodomagoulakis, V Pitsikalis, P Koutras, N Kardaris, X Papageorgiou, C Tzafestas, P Maragos

Social Human-Robot Interaction for the Elderly: Two Real-life Use Cases, Conference

ACM/IEEE International Conference on Human-Robot Interaction (HRI), Vienna, Austria, 2017.

Abstract | BibTeX | Links: [PDF]

X S Papageorgiou, G Chalvatzaki, A Dometios, C S Tzafestas, P Maragos

Intelligent Assistive Robotic Systems for the Elderly: Two Real-life Use Cases Conference

C_PETRA, ACM, Island of Rhodes, Greece, 2017, ISBN: 978-1-4503-5227-7.

Abstract | BibTeX | Links: [PDF]

Vasileios Charisopoulos, Petros Maragos

Morphological perceptrons: Geometry and training algorithms Conference

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10225 LNCS , 2017, ISSN: 16113349.

Abstract | BibTeX | Links: [PDF]

Athanasios Katsamanis, Vassilis Pitsikalis, Stavros Theodorakis, Petros Maragos

Multimodal Gesture Recognition Book Chapter

The Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations - Volume 1, pp. 449–487, Association for Computing Machinery and Morgan & Claypool, 2017, ISBN: 9781970001679.

BibTeX | Links: [PDF]

2016

N Kardaris, I Rodomagoulakis, V Pitsikalis, A Arvanitakis, P Maragos

A Platform for Building New Human-Computer Interface Systems that Support Online Automatic Recognition of Audio-Gestural Commands Conference

Proceedings of the 2017 ACM on Multimedia Conference, Amsterdam, The Netherlands, 2016.

Abstract | BibTeX | Links: [PDF]

A Guler, N Kardaris, S Chandra, V Pitsikalis, C Werner, K Hauer, C Tzafestas, P Maragos, I Kokkinos

Human Joint Angle Estimation and Gesture Recognition for Assistive Robotic Vision Conference

Proc. of Workshop on Assistive Computer Vision and Robotics, European Conf. on Computer Vision (ECCV-2016), Amsterdam, The Netherlands, 2016.

Abstract | BibTeX | Links: [PDF]

G Panagiotaropoulou, P Koutras, A Katsamanis, P Maragos, A Zlatintsi, A Protopapas, E Karavasilis, N Smyrnis

fMRI-based Perceptual Validation of a computational Model for Visual and Auditory Saliency in Videos Conference

Proc. {IEEE} Int'l Conf. Acous., Speech, and Signal Processing, Phoenix, AZ, USA, 2016.

Abstract | BibTeX | Links: [PDF]

N Kardaris, V Pitsikalis, E Mavroudi, P Maragos

Introducing Temporal Order of Dominant Visual Word Sub-Sequences for Human Action Recognition Conference

Proc. of IEEE Int'l Conf. on Image Processing (ICIP-2016), Phoenix, AZ, USA, 2016.

Abstract | BibTeX | Links: [PDF]

G Chalvatzaki, X S Papageorgiou, C Werner, K Hauer, C S Tzafestas, P Maragos

Experimental comparison of human gait tracking algorithms: Towards a context-aware mobility assistance robotic walker Conference

Mediterranean Conference on Control and Automation (MED), 2016.

Abstract | BibTeX | Links: [PDF]

X S Papageorgiou, G Chalvatzaki, K N Lianos, C Werner, K Hauer, C S Tzafestas, P Maragos

Experimental validation of human pathological gait analysis for an assisted living intelligent robotic walker Conference

C_BIOROB, 2016.

Abstract | BibTeX | Links: [PDF]

A Tsiami, A Katsamanis, P Maragos, A Vatakis

Towards a behaviorally-validated computational audiovisual saliency model Conference

Proc. IEEE Int'l Conf. Acous., Speech, and Signal Processing, Shanghai, China, 2016.

Abstract | BibTeX | Links: [PDF]

I. Rodomagoulakis, N. Kardaris, V. Pitsikalis, A. Arvanitakis, P. Maragos

A multimedia gesture dataset for human robot communication: Acquisition, tools and recognition results Conference

Proceedings - International Conference on Image Processing, ICIP, 2016-August , 2016, ISSN: 15224880.

Abstract | BibTeX | Links: [PDF]

Georgia Panagiotaropoulou, Petros Koutras, Athanasios Katsamanis, Petros Maragos, Athanasia Zlatintsi, Athanassios Protopapas, Efstratios Karavasilis, Nikolaos Smyrnis

FMRI-based perceptual validation of a computational model for visual and auditory saliency in videos Conference

Proceedings - International Conference on Image Processing, ICIP, 2016-August , 2016, ISSN: 15224880.

Abstract | BibTeX | Links: [PDF]

Christos G. Bampis, Petros Maragos, Alan C. Bovik

Projective non-negative matrix factorization for unsupervised graph clustering Conference

Proceedings - International Conference on Image Processing, ICIP, 2016-August , 2016, ISSN: 15224880.

BibTeX | Links: [PDF]

Petros Maragos, Vassilis Pitsikalis, Athanasios Katsamanis, George Pavlakos, Stavros Theodorakis

On Shape Recognition and Language Conference

Perspectives in Shape Analysis, Springer International Publishing, Cham, 2016, ISBN: 978-3-319-24726-7.

Abstract | BibTeX

P Maragos, V Pitsikalis, A Katsamanis, G Pavlakos, S Theodorakis

On Shape Recognition and Language Incollection

Breuss, M; Bruckstein, A; Maragos, P; Wuhrer, S (Ed.): Perspectives in Shape Analysis, pp. 321-344, Springer, Cham, 2016.

BibTeX | Links: [PDF]

2015

Vassilis Pitsikalis, Athanasios Katsamanis, Stavros Theodorakis, Petros Maragos

Multimodal Gesture Recognition via Multiple Hypotheses Rescoring Journal Article

Journal of Machine Learning Research, 16 (1), pp. 255-284, 2015.

BibTeX | Links: [PDF]

Stamatios Lefkimmiatis, Anastasios Roussos, Petros Maragos, Michael Unser

Structure Tensor Total Variation Journal Article

SIAM Journal on Imaging Sciences, 8 (2), pp. 1090–1122, 2015, ISSN: 1936-4954.

Abstract | BibTeX | Links: [PDF]

Theodora Chaspari, Constantin Soldatos, Petros Maragos

The development of the Athens Emotional States Inventory (AESI): collection, validation and automatic processing of emotionally loaded sentences Journal Article

The World Journal of Biological Psychiatry, 16 (5), pp. 312–322, 2015.

BibTeX | Links: [PDF]

G Papageorgiou X.S. Moustris, G Pitsikalis V. Chalvatzaki, A Dometios, N Kardaris, C S Tzafestas, P Maragos

User-Oriented Cognitive Interaction and Control for an Intelligent Robotic Walker Conference

17th International Conference on Social Robotics (ICSR 2015), 2015.

Abstract | BibTeX | Links: [PDF]

A Zlatintsi, E.Iosif, P Maragos, A Potamianos

Audio Salient Event Detection and Summarization using Audio and Text Modalities Conference

Nice, France, 2015.

Abstract | BibTeX | Links: [PDF]

X S Papageorgiou, G Chalvatzaki, C S Tzafestas, P Maragos

Hidden markov modeling of human pathological gait using laser range finder for an assisted living intelligent robotic walker Conference

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2015.

Abstract | BibTeX | Links: [PDF]

P Koutras, A Zlatintsi, E.Iosif, A Katsamanis, P Maragos, A Potamianos

Predicting Audio-Visual Salient Events Based on Visual, Audio and Text Modalities for Movie Summarization Conference

Proc. {IEEE} Int'l Conf. Acous., Speech, and Signal Processing, Quebec, Canada, 2015.

Abstract | BibTeX | Links: [PDF]

A Zlatintsi, P Koutras, N Efthymiou, P Maragos, A Potamianos, K Pastra

Quality Evaluation of Computational Models for Movie Summarization Conference

Costa Navarino, Messinia, Greece, 2015.

Abstract | BibTeX | Links: [PDF]

Petros Koutras, Petros Maragos

Estimation of eye gaze direction angles based on active appearance models Conference

2015 IEEE International Conference on Image Processing (ICIP), 2015, ISBN: 978-1-4799-8339-1.

BibTeX | Links: [PDF]

Panagiotis Giannoulis, Alessio Brutti, Marco Matassoni, Alberto Abad, Athanasios Katsamanis, Miguel Matos, Gerasimos Potamianos, Petros Maragos, Fondazione Bruno Kessler

MULTI-ROOM SPEECH ACTIVITY DETECTION USING A DISTRIBUTED MICROPHONE NETWORK IN DOMESTIC ENVIRONMENTS Conference

Proc. European Signal Processing Conf. (EUSIPCO-2015), Nice, France, Sep. 2015, 2015, ISBN: 9780992862633.

BibTeX | Links: [PDF]

Z I Skordilis, A Tsiami, P Maragos, G Potamianos, L Spelgatti, R Sannino

Multichannel Speech Enhancement Using Mems Microphones Conference

IEEE International Conference on Acoustics, Speech and Signal Processing, 2015, ISBN: 978-1-4673-6997-8.

BibTeX | Links: [PDF]

P Maragos, V Pitsikalis, A Katsamanis, N Kardaris, E Mavroudi, I Rodomagoulakis, A Tsiami

Multimodal Sensory Processing for Human Action Recognition in Mobility Assistive Robotics Conference

Proc. IROS-2015 Workshop on Cognitive Mobility Assistance Robots, Hamburg, Germany, Sep. 2015, 2015.

BibTeX | Links: [PDF]

P. Koutras, A. Zlatintsi, E. Iosif, A. Katsamanis, P. Maragos, A. Potamianos

Predicting audio-visual salient events based on visual, audio and text modalities for movie summarization Conference

Proceedings - International Conference on Image Processing, ICIP, 2015-December , 2015, ISSN: 15224880.

BibTeX | Links: [PDF]

Christos G Bampis, Petros Maragos

UNIFYING THE RANDOM WALKER ALGORITHM AND THE SIR MODEL FOR GRAPH CLUSTERING AND IMAGE SEGMENTATION Conference

Icip 2015, 2 (3), 2015, ISBN: 9781479983391.

BibTeX | Links: [PDF]

2014

Epameinondas Antonakos, Vassilis Pitsikalis, Petros Maragos

Classification of extreme facial events in sign language videos Journal Article

Eurasip Journal on Image and Video Processing, 2014 , 2014, ISSN: 16875281.

Abstract | BibTeX | Links:

Antigoni Tsiami, Isidoros Rodomagoulakis, Panagiotis Giannoulis, Athanasios Katsamanis, Gerasimos Potamianos, Petros Maragos

ATHENA: A Greek Multi-Sensory Database for Home Automation Control uthor: Isidoros Rodomagoulakis (NTUA, Greece) Conference

Proc. Int'l Conf. on Speech Communication and Technology (INTERSPEECH), Singapore, 2014.

Abstract | BibTeX | Links: [PDF]

A Zlatintsi, P Maragos

Comparison of Different Representations Based on Nonlinear Features for Music Genre Classification Conference

Proc. European Signal Processing Conference, Lisbon, Portugal, 2014.

Abstract | BibTeX | Links: [PDF]

A Tsiami, A Katsamanis, P Maragos, G Potamianos

Experiments in acoustic source localization using sparse arrays in adverse indoors environments Conference

Proc. European Signal Processing Conference, Lisbon, Portugal, 2014.

Abstract | BibTeX | Links: [PDF]

X S Papageorgiou, G Chalvatzaki, C S Tzafestas, P Maragos

Hidden Markov modeling of human normal gait using laser range finder for a mobility assistance robot Conference

IEEE International Conference on Robotics and Automation (ICRA), 2014, ISSN: 1050-4729.

Abstract | BibTeX | Links: [PDF]

X S Papageorgiou, C S Tzafestas, P Maragos, G Pavlakos, G Chalvatzaki, G Moustris, I Kokkinos, A Peer, B Stanczyk, E -S Fotinea, E Efthimiou

Advances in Intelligent Mobility Assistance Robot Integrating Multimodal Sensory Processing Conference

J_HCII, Springer International Publishing, Cham, 2014, ISBN: 978-3-319-07446-7.

Abstract | BibTeX | Links: [PDF]

Kevis Maninis, Petros Koutras, Petros Maragos

ADVANCES ON ACTION RECOGNITION IN VIDEOS USING AN INTEREST POINT DETECTOR BASED ON MULTIBAND SPATIO-TEMPORAL ENERGIES Conference

Icip, 2014, ISBN: 9781479957514.

BibTeX | Links: [PDF]

Theodora Chaspari, Dimitrios Dimitriadis, Petros Maragos

Emotion classification of speech using modulation features Conference

European Signal Processing Conference, 2014, ISSN: 22195491.

Abstract | BibTeX | Links: [PDF]

Georgios Pavlakos, Stavros Theodorakis, Vassilis Pitsikalis, Athanasios Katsamanis, Petros Maragos

Kinect-based multimodal gesture recognition using a two-pass fusion scheme Conference

2014 IEEE International Conference on Image Processing, ICIP 2014, 2014, ISBN: 9781479957514.

Abstract | BibTeX | Links: [PDF]

Panagiotis Giannoulis, Gerasimos Potamianos, Athanasios Katsamanis, Petros Maragos

Multi-microphone fusion for detection of speech and acoustic events in smart spaces Conference

European Signal Processing Conference, 2014, ISSN: 22195491.

Abstract | BibTeX | Links: [PDF]

A. Katsamanis, I. Rodomagoulakis, G. Potamianos, P. Maragos, A. Tsiami

Robust far-field spoken command recognition for home automation combining adaptation and multichannel processing Conference

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2014, ISSN: 15206149.

Abstract | BibTeX | Links: [PDF]

2013

Anastasios Roussos, Stavros Theodorakis, Vassilis Pitsikalis, Petros Maragos

Dynamic Affine-Invariant Shape-Appearance Handshape Features and Classification in Sign Language Videos Journal Article

Journal of Machine Learning Research, 14 , pp. 1627-1663, 2013.

BibTeX | Links: [PDF]

A Zlatintsi, P Maragos

Multiscale Fractal Analysis of Musical Instrument Signals with Application to Recognition Journal Article

21 (4), pp. 737–748, 2013.

Abstract | BibTeX | Links: [PDF]

Georgios Evangelopoulos, Athanasia Zlatintsi, Alexandros Potamianos, Petros Maragos, Konstantinos Rapantzikos, Georgios Skoumas, Yannis Avrithis

Multimodal saliency and fusion for movie summarization based on aural, visual, and textual attention Journal Article

IEEE Transactions on Multimedia, 15 (7), pp. 1553–1568, 2013, ISSN: 15209210.

Abstract | BibTeX | Links: [PDF]

Athanasia Zlatintsi, Petros Maragos

Multiscale fractal analysis of musical instrument signals with application to recognition Journal Article

IEEE Transactions on Audio, Speech and Language Processing, 21 (4), pp. 737–748, 2013, ISSN: 15587916.

Abstract | BibTeX | Links: [PDF]

Nikolaos Karianakis, Petros Maragos

An integrated system for digital restoration of prehistoric theran wall paintings Conference

2013 18th International Conference on Digital Signal Processing, DSP 2013, 2013, ISBN: 9781467358057.

BibTeX | Links: [PDF]

I. Rodomagoulakis, P. Giannoulis, Z. I. Skordilis, P. Maragos, G. Potamianos

Experiments on far-field multichannel speech processing in smart homes Conference

2013 18th International Conference on Digital Signal Processing, DSP 2013, 2013, ISBN: 9781467358057.

BibTeX | Links: [PDF]

Stamatios Lefkimmiatis, Anastasios Roussos, Michael Unser, Petros Maragos

Supplementary Material for the SSVM-2013 paper entitled “ Convex Generalizations of Total Variation based on the Structure Tensor with Applications to Inverse Problems ” Conference

Scale Space and Variational Methods in Computer Vision (SSVM-2013), pp.48-60, 2013, 2013.

BibTeX | Links: [PDF]

Petros Maragos

Chapter Two - Representations for Morphological Image Operators and Analogies with Linear Operators Book Chapter

Hawkes, Peter W (Ed.): Advances in Imaging and Electron Physics, 177 , pp. 45 - 187, Elsevier, 2013, ISSN: 1076-5670.

Abstract | BibTeX | Links: [PDF]

Petros Maragos, Kimon Drakopoulos

Segmentation and Skeletonization on Arbitrary Graphs Using Multiscale Morphology and Active Contours Book Chapter

Breuß, Michael; Bruckstein, Alfred; Maragos, Petros (Ed.): Innovations for Shape Analysis: Models and Algorithms, pp. 53–75, Springer Berlin Heidelberg, Berlin, Heidelberg, 2013, ISBN: 978-3-642-34141-0.

Abstract | BibTeX | Links: [PDF]

2012

Kimon Drakopoulos, Petros Maragos

Active contours on graphs: Multiscale morphology and graphcuts Journal Article

IEEE Journal on Selected Topics in Signal Processing, 6 (7), pp. 780–794, 2012, ISSN: 19324553.

BibTeX | Links: [PDF]

Argiro Vatakis, Petros Maragos, Isidoros Rodomagoulakis, Charles Spence

Assessing the effect of physical differences in the articulation of consonants and vowels on audiovisual temporal perception Journal Article

Frontiers in Integrative Neuroscience, 6 , 2012, ISSN: 1662-5145.

Abstract | BibTeX | Links: [PDF] [PDF]

A Zlatintsi, P Maragos, A Potamianos, G Evangelopoulos

A Saliency-Based Approach to Audio Event Detection and Summarization Conference

Proc. European Signal Processing Conference, Bucharest, Romania, 2012.

Abstract | BibTeX | Links: [PDF]

A Zlatintsi, P Maragos

AM-FM Modulation Features for Music Instrument Signal Analysis and Recognition Conference

Proc. European Signal Processing Conference, Bucharest, Romania, 2012.

Abstract | BibTeX | Links: [PDF]

Christos Georgakis, Petros Maragos, Georgios Evangelopoulos, Dimitrios Dimitriadis

Dominant spatio-temporal modulations and energy tracking in videos: Application to interest point detection for action recognition Conference

Proceedings - International Conference on Image Processing, ICIP, 2012, ISSN: 15224880.

Abstract | BibTeX | Links: [PDF]

Anastasios Roussos, Stavros Theodorakis, Vassilis Pitsikalis, Petros Maragos

Hand tracking and affine shape-appearance handshape sub-units in continuous sign language recognition Conference

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6553 LNCS (PART 1), 2012, ISSN: 03029743.

Abstract | BibTeX | Links: [PDF]

Sotirios Stasinopoulos, Petros Maragos

Human action recognition using Histographic methods and hidden Markov models for visual martial arts applications Conference

Image Processing (ICIP), 2012 19th IEEE International Conference on, 2012.

BibTeX | Links: [PDF]

Stavros Theodorakis, Vassilis Pitsikalis, Isidoros Rodomagoulakis, Petros Maragos

RECOGNITION WITH RAW CANONICAL PHONETIC MOVEMENT AND HANDSHAPE SUBUNITS ON VIDEOS OF CONTINUOUS SIGN LANGUAGE Conference

Proc. IEEE Int'l Conf. on Image Processing, (Icip), 2012, ISBN: 9781467325332.

BibTeX | Links: [PDF]

Epameinondas Antonakos, Vassilis Pitsikalis, Isidoros Rodomagoulakis, Petros Maragos

Unsupervised classification of extreme facial events using active appearance models tracking for sign language videos Conference

Proceedings - International Conference on Image Processing, ICIP, 2012, ISSN: 15224880.

Abstract | BibTeX | Links: [PDF]

2011

Dimitrios Dimitriadis, Petros Maragos, Alexandros Potamianos

On the effects of filterbank design and energy computation on robust speech recognition Journal Article

IEEE Transactions on Audio, Speech and Language Processing, 19 (6), pp. 1504–1516, 2011, ISSN: 15587916.

Abstract | BibTeX | Links: [PDF]

A Zlatintsi, P Maragos

Musical Instruments Signal Analysis and Recognition Using Fractal Features Conference

Proc. European Signal Processing Conference, Barcelona, Spain, 2011.

Abstract | BibTeX | Links: [PDF]

S Theodorakis, V Pitsikalis, P Maragos

Advances in Dynamic-Static Integration of Manual Cues for Sign Language Recognition Conference

łdots Gesture Workshop (GW 2011): Gesture in łdots, 2011.

BibTeX | Links: [PDF]

Vassilis Pitsikalis, Stavros Theodorakis, Christian Vogler, Petros Maragos

Advances in phonetics-based sub-unit modeling for transcription alignment and sign language recognition Conference

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2011, ISSN: 21607508.

Abstract | BibTeX | Links: [PDF]

Athanasia Zlatintsi, Petros Maragos

MUSICAL INSTRUMENTS SIGNAL ANALYSIS AND RECOGNITION USING FRACTAL FEATURES Conference

Proc. 19th European Signal Processing Conference (EUSIPCO-2011), (Eusipco), 2011.

BibTeX | Links: [PDF]

2010

Anastasios Roussos, Stavros Theodorakis, Vassilis Pitsikalis, Petros Maragos

Affine-invariant modeling of shape-appearance images applied on sign language handshape classification Conference

Proceedings - International Conference on Image Processing, ICIP, 2010, ISSN: 15224880.

BibTeX | Links: [PDF]

Vassilis Pitsikalis, Stavros Theodorakis, Petros Maragos

Data-Driven Sub-Units and Modeling Structure for Continuous Sign Language Recognition with Multiple Cues Conference

Proceedings of the Language Resources and Evaluation Conference Workshop on the Representation and Processing of Sign Languages : Corpora and Sign Languages Technologies, 2010.

BibTeX

Stavros Theodorakis, Vassilis Pitsikalis, Petros Maragos

Model-level data-driven sub-units for signs in videos of continuous sign language Conference

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2010, ISSN: 15206149.

Abstract | BibTeX | Links: [PDF]

Ioannis Gkioulekas, Georgios Evangelopoulos, Petros Maragos

Spatial Bayesian surprise for image saliency and quality assessment Conference

Proceedings - International Conference on Image Processing, ICIP, 2010, ISSN: 15224880.

Abstract | BibTeX | Links: [PDF]

Anastasios Roussos, Petros Maragos

Tensor-based image diffusions derived from generalizations of the total variation and beltrami functionals Conference

Proceedings - International Conference on Image Processing, ICIP, 2010, ISSN: 15224880.

Abstract | BibTeX | Links: [PDF]

2009

Dimitrios Dimitriadis, Alexandros Potamianos, Petros Maragos

A comparison of the squared energy and teager-kaiser operators for short-term energy estimation in additive noise Journal Article

IEEE Transactions on Signal Processing, 57 (7), pp. 2569–2581, 2009, ISSN: 1053587X.

Abstract | BibTeX | Links: [PDF]

George Papandreou, Athanassios Katsamanis, Vassilis Pitsikalis, Petros Maragos

Adaptive multimodal fusion by uncertainty compensation with application to audiovisual speech recognition Journal Article

IEEE Transactions on Audio, Speech and Language Processing, 17 (3), pp. 423–435, 2009, ISSN: 15587916.

Abstract | BibTeX | Links: [PDF] [PDF]

Vassilis Pitsikalis, Petros Maragos

Analysis and classification of speech signals by generalized fractal dimension features Journal Article

Speech Communication, 51 (12), pp. 1206–1223, 2009, ISSN: 01676393.

Abstract | BibTeX | Links: [PDF]

Stamatios Lefkimmiatis, Petros Maragos, George Papandreou

Bayesian inference on multiscale models for poisson intensity estimation: Applications to photon-limited image denoising Journal Article

IEEE Transactions on Image Processing, 18 (8), pp. 1724–1741, 2009, ISSN: 10577149.

Abstract | BibTeX | Links: [PDF]

Athanassios Katsamanis, George Papandreou, Petros Maragos

Face active appearance modeling and speech acoustic information to recover articulation Journal Article

IEEE Transactions on Audio, Speech and Language Processing, 17 (3), pp. 411–422, 2009, ISSN: 15587916.

Abstract | BibTeX | Links: [PDF]

Anastasios Roussos, Petros Maragos

Reversible interpolation of vectorial images by an anisotropic diffusion-projection PDE Journal Article

International Journal of Computer Vision, 84 (2), pp. 130–145, 2009, ISSN: 09205691.

Abstract | BibTeX | Links: [PDF]

Iasonas Kokkinos, Petros Maragos

Synergy between object recognition and image segmentation using the expectation-maximization algorithm Journal Article

IEEE Transactions on Pattern Analysis and Machine Intelligence, 31 (8), pp. 1486–1501, 2009, ISSN: 01628828.

Abstract | BibTeX | Links: [PDF]

I Kokkinos, G Evangelopoulos, P Maragos

Texture Analysis and Segmentation Using Modulation Features, Generative Models, and Weighted Curve Evolution Journal Article

IEEE Transactions on Pattern Analysis and Machine Intelligence, 31 (1), pp. 142-157, 2009, ISSN: 0162-8828.

Abstract | BibTeX | Links:

G Evangelopoulos, A Zlatintsi, G Skoumas, K Rapantzikos, A Potamianos, P Maragos, Y Avrithis

Video Event Detection and Summarization Using Audio, Visual and Text Saliency Conference

Taipei, Taiwan, 2009.

Abstract | BibTeX | Links: [PDF]

S.E. Fotinea, Eleni Efthimiou, George Caridakis, Olga Diamanti, N. Mitsou, K. Karpouzis, C. Tzafestas, P. Maragos

DIANOEMA: Visual analysis and sign recognition for GSL modelling and robot teleoperation Conference

Language and Speech, 2009.

BibTeX | Links: [PDF]

C. Tzafestas, N. Mitsou, N. Georgakarakos, O. Diamanti, P. Maragos, S. E. Fotinea, E. Efthimiou

Gestural teleoperation of a mobile robot based on visual recognition of sign language static handshapes Conference

Proceedings - IEEE International Workshop on Robot and Human Interactive Communication, 2009, ISSN: 19449445.

Abstract | BibTeX | Links:

D. Dimitriadis, A. Metallinou, I. Konstantinou, G. Goumas, P. Maragos, N. Koziris

GridNews: A distributed automatic Greek broadcast transcription system Conference

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2009, ISSN: 15206149.

Abstract | BibTeX | Links: [PDF]

Petros Maragos, Corinne Vachier

Overview of adaptive morphology: Trends and perspectives Conference

Proceedings - International Conference on Image Processing, ICIP, 2009, ISSN: 15224880.

Abstract | BibTeX | Links: [PDF]

Stamatios Lefkimmiatis, George Papandreou, Petros Maragos

Poisson-haar transform: A nonlinear multiscale representation for photon-limited image denoising Conference

Proceedings - International Conference on Image Processing, ICIP, 2009, ISSN: 15224880.

Abstract | BibTeX | Links: [PDF]

Stavros Theodorakis, Athanassios Katsamanis, Petros Maragos

Product-HMMS for automatic sign language recognition Conference

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2009, ISSN: 15206149.

Abstract | BibTeX | Links: [PDF]

Anastasios Roussos, Athanassios Katsamanis, Petros Maragos

Tongue tracking in ultrasound images with active appearance models Conference

Proceedings - International Conference on Image Processing, ICIP, 2009, ISSN: 15224880.

Abstract | BibTeX | Links: [PDF]

G Evangelopoulos, A Zlatintsi, G Skoumas, K Rapantzikos, A Potamianos, P Maragos, Y Avrithis

Video Event Detection and Summarization using Audio, Visual and Text Saliency Conference

Icassp, (2), 2009, ISBN: 9781424423545.

BibTeX | Links: [PDF]

2008

Margarita Kotti, Dimitrios Ververidis, Georgios Evangelopoulos, Ioannis Panagakis, Constantine Kotropoulos, Petros Maragos, Ioannis Pitas

Audio-assisted movie dialogue detection Journal Article

IEEE Transactions on Circuits and Systems for Video Technology, 18 (11), pp. 1618–1627, 2008, ISSN: 10518215.

Abstract | BibTeX | Links: [PDF]

I Kokkinos, R Deriche, O Faugeras, P Maragos

Computational Analysis and Learning for a Biologically Motivated Model of Boundary Detection and Image Segmentation Journal Article

Neurocomputing, 71 (10-12), pp. 1798–1812, 2008.

BibTeX | Links: [PDF]

Anastasia Sofou, Petros Maragos

Generalized flooding and multicue PDE-based image segmentation Journal Article

IEEE Transactions on Image Processing, 17 (3), pp. 364–376, 2008, ISSN: 10577149.

Abstract | BibTeX | Links: [PDF]

G Evangelopoulos, K Rapantzikos, A Potamianos, P Maragos, A Zlatintsi, Y Avrithis

Movie Summarization based on Audiovisual Saliency Detection Conference

Proc. {IEEE} Int'l Conf. Acous., Speech, and Signal Processing, San Diego, CA, U.S.A., 2008.

Abstract | BibTeX | Links: [PDF]

D Spachos, A Zlatintsi, V Moschou, P Antonopoulos, E Benetos, M Kotti, K Tzimouli, C Kotropoulos, N Nikolaidis, P Maragos, I Pitas

MUSCLE Movie Database: A Multimodal Corpus With Rich Annotation For Dialogue And Saliency Detection Conference

Marrakech, Morocco, 2008.

Abstract | BibTeX | Links: [PDF]

Petros Maragos, Corinne Vachier

A PDE formulation for viscous morphological operators with extensions to intensity-adaptive operators Conference

Proc. Int’l Conference on Image Processing (ICIP-2008), San Diego, California, 2008, ISSN: 15224880.

BibTeX | Links: [PDF]

George Papandreou, Petros Maragos

Adaptive and constrained algorithms for inverse compositional active appearance model fitting Conference

26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR, 2008, ISSN: 1063-6919.

Abstract | BibTeX | Links:

Eftychios A. Pnevmatikakis, Petros Maragos

An inpainting system for automatic image structure-texture restoration with text removal Conference

Proceedings - International Conference on Image Processing, ICIP, 2008, ISSN: 15224880.

Abstract | BibTeX | Links: [PDF]

A. Katsamanis, G. Ananthakrishnan, G. Papandreou, P. Maragos, O. Engwall

Audiovisual speech inversion by switching dynamical modeling governed by a Hidden Markov process Conference

European Signal Processing Conference, 2008, ISSN: 22195491.

Abstract | BibTeX | Links: [PDF]

A Katsamanis, G Papandreou, P Maragos

Audiovisual-to-Articulatory Speech Inversion Using Active Appearance Models for the Face and Hidden Markov Models for the Dynamics Conference

IEEE Int. Conference on Acoustics, Speech, and Signal Processing, 2008.

BibTeX | Links: [PDF]

George Caridakis, Olga Diamanti, Kostas Karpouzis, Petros Maragos

Automatic sign language recognition Conference

Proceedings of the 1st ACM international conference on PErvasive Technologies Related to Assistive Environments - PETRA '08, 2008, ISBN: 9781605580678.

Abstract | BibTeX | Links: [PDF]

Olga Diamanti, Petros Maragos

Geodesic active regions for segmentation and tracking of human gestures in sign language videos Conference

2008 15th IEEE International Conference on Image Processing, 2008, ISSN: 1522-4880.

BibTeX | Links: [PDF]

Yves Laprie, Petros Maragos, Jean Schoentgen

How can acoustic-to-articulatory maps be constrained? Conference

European Signal Processing Conference, 2008, ISSN: 22195491.

Abstract | BibTeX | Links: [PDF]

G. P. Maragos Papandreou, A. Kokaram.

Image inpainting with a wavelet domain hidden Markov tree model Conference

Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP-08), Las Vegas, USA, April 2008, 2008.

BibTeX | Links: [PDF]

A Katsamanis, A Roussos, P Maragos, M Aron, M.-O. Berger

Inversion from audiovisual speech to articulatory information by exploiting multimodal data Conference

Proceedings of ISSP 2008 - 8th International Seminar on Speech Production, 2008.

Abstract | BibTeX | Links: [PDF]

G. Evangelopoulos, K. Rapantzikos, A. Potamianos, P. Maragos, A. Zlatintsi, Y. Avrithis

Movie summarization based on audiovisual saliency detection Conference

Proceedings - International Conference on Image Processing, ICIP, 2008, ISSN: 15224880.

Abstract | BibTeX | Links: [PDF]

Michael Aron, Anastasios Roussos, Marie Odile Berger, Erwan Kerrien, Petros Maragos

Multimodality acquisition of articulatory data and processing Conference

European Signal Processing Conference, 2008, ISSN: 22195491.

Abstract | BibTeX | Links: [PDF]

Stamatios Lefkimmiatis, Petros Maragos, Athanassios Katsamanis

MULTISENSOR MULTIBAND CROSS-ENERGY TRACKING FOR FEATURE EXTRACTION AND RECOGNITION Conference

Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP-08), Las Vegas, USA, April 2008, 2008.

BibTeX | Links: [PDF]

Stamatios Lefkimmiatis , George Papandreou, Petros Maragos

PHOTON-LIMITED IMAGE DENOISING BY INFERENCE ON MULTISCALE MODELS Conference

Proc. Int’l Conference on Image Processing, 2008, ISBN: 9781424417643.

BibTeX | Links: [PDF]

G Evangelopoulos, P Maragos

Texture Modulation-Constrained Image Decomposition Conference

Proc. Int'l Conference on Image Processing (ICIP-2008), San Diego, California, Oct. 2008, 2008.

BibTeX | Links: [PDF]

George Papandreou, Athanassios Katsamanis, Athanassios Katsamanis, Vassilis Pitsikalis, Petros Maragos

Adaptive Multimodal Fusion by Uncertainty Compensation with Application to Audio-Visual Speech Recognition Book Chapter

Maragos, Petros; Potamianos, Alexandros; Gros, Patrick (Ed.): Multimodal Processing and Interaction: Audio, Video, Text, pp. 1–15, Springer US, Boston, MA, 2008, ISBN: 978-0-387-76316-3.

BibTeX | Links: [PDF]

Georgios Evangelopoulos, Konstantinos Rapantzikos, Petros Maragos, Yannis Avrithis, Alexandros Potamianos

Audiovisual Attention Modeling and Salient Event Detection Book Chapter

Maragos, Petros; Potamianos, Alexandros; Gros, Patrick (Ed.): Multimodal Processing and Interaction: Audio, Video, Text, pp. 1–21, Springer US, Boston, MA, 2008, ISBN: 978-0-387-76316-3.

BibTeX | Links: [PDF]

Petros Maragos, Patrick Gros, Athanassios Katsamanis, George Papandreou

Cross-Modal Integration for Performance Improving in Multimedia: A Review Book Chapter

Maragos, Petros; Potamianos, Alexandros; Gros, Patrick (Ed.): Multimodal Processing and Interaction: Audio, Video, Text, pp. 1–46, Springer US, Boston, MA, 2008, ISBN: 978-0-387-76316-3.

BibTeX | Links: [PDF]

2007

Stamatios Lefkimmiatis, Petros Maragos

A generalized estimation approach for linear and nonlinear microphone array post-filters Journal Article

Speech Communication, 49 (7-8), pp. 657–666, 2007, ISSN: 01676393.

Abstract | BibTeX | Links: [PDF]

George Papandreou, Petros Maragos

Multigrid Geometric Active Contour Models Journal Article

IEEE Transactions on Image Processing, 16 (1), pp. 229-240, 2007.

BibTeX | Links: [PDF]

Konstantinos Rapantzikos, Georgios Evangelopoulos, Petros Maragos, Yannis Avrithis

An audio-visual saliency model for movie summarization Conference

2007 IEEE 9Th International Workshop on Multimedia Signal Processing, MMSP 2007 - Proceedings, 2007, ISBN: 1424412749.

Abstract | BibTeX | Links: [PDF]

Athanassios Katsamanis, George Papandreou, Petros Maragos

Audiovisual-to-articulatory speech inversion using HMMs Conference

2007 IEEE 9Th International Workshop on Multimedia Signal Processing, MMSP 2007 - Proceedings, 2007, ISBN: 1424412749.

Abstract | BibTeX | Links: [PDF]

Anastasia Sofou, Petros Maragos

Generalized Watershed and PDEs for Geometric- Textural Segmentation Conference

Proceedings of 8th International Symposium on Mathematical Morphology (ISMM 2007), Rio de Janeiro, Brazil, Oct. 2007. Published in Mathematical Morphology and its Applications to Signal and Image Processing, edited by G.J.F. Banon, J. Barrera and U. Braga-Neto, MCT/INPE, Brazil, 2007, pp.411-422, 2007.

Abstract | BibTeX | Links: [PDF]

P. Maragos, Georgios Evangelopoulos

Leveling cartoons, texture energy markers, and image decomposition Conference

8th Int. Symp. on Mathematical Morphology, 1 , 2007.

BibTeX | Links: [PDF]

P Maragos D. Dimitriadis, S Lefkimmiatis

Multiband, Multisensor Features for Robust Speech Recognition Conference

Proc. Int'l Conf. on Speech Technology and Communication (InterSpeech 2007 EuroSpeech), Antwerp, Belgium, Aug. 2007, 2007.

BibTeX | Links: [PDF]

George Papandreou, Athanassios Katsamanis, Vassilis Pitsikalis, Perros Maragos

Multimodal fusion and learning with uncertain features applied to audiovisual speech recognition Conference

2007 IEEE 9Th International Workshop on Multimedia Signal Processing, MMSP 2007 - Proceedings, (November 2015), 2007, ISBN: 1424412749.

Abstract | BibTeX | Links: [PDF]

Anastasios Roussos, Petros Maragos

Vector-Valued Image Interpolation by an Anisotropic Diffusion-Projection PDE Conference

Ssvm, LNCS 4885 , 2007, ISSN: 03029743.

Abstract | BibTeX | Links: [PDF]

2006

Dimitrios Dimitriadis, Petros Maragos

Continuous energy demodulation methods and application to speech analysis Journal Article

Speech Communication, 48 (7), pp. 819–837, 2006, ISSN: 01676393.

Abstract | BibTeX | Links: [PDF]

Vassilis Pitsikalis, Petros Maragos

Filtered dynamics and fractal dimensions for noisy speech recognition Journal Article

IEEE Signal Processing Letters, 13 (11), pp. 711–714, 2006, ISSN: 10709908.

Abstract | BibTeX | Links: [PDF]

Georgios Evangelopoulos, Petros Maragos

Multiband modulation energy tracking for noisy speech detection Journal Article

IEEE Transactions on Audio, Speech and Language Processing, 14 (6), pp. 2024–2038, 2006, ISSN: 15587916.

Abstract | BibTeX | Links: [PDF]

S Lefkimmiatis, Dimitrios Dimitriadis, Petros Maragos, Stamatis Leukimmiatis, Dimitrios Dimitriadis, Petros Maragos

An optimum microphone array post-filter for speech applications. Conference

Interspeech, (2), 2006, ISBN: 9781604234497.

Abstract | BibTeX | Links: [PDF]

Iasonas Kokkinos, Petros Maragos, Alan Yuille

Bottom-up & top-down object detection using primal sketch features and graphical models Conference

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2 (2), 2006, ISSN: 10636919.

Abstract | BibTeX | Links: [PDF]

A Katsamanis, G Papandreou, V Pitsikalis, P Maragos

Multimodal fusion by adaptive compensation for feature uncertainty with application to audiovisual speech recognition Conference

Proc. 14th European Signal Processing Conference (EUSIPCO-2006), Florence, Italy, Sep. 2006, 2006, ISBN: 22195491 (ISSN).

Abstract | BibTeX | Links: [PDF]

Stamatis Leukimmiatis, Petros Maragos

Optimum post-filter estimation for noise reduction in multichannel speech processing Conference

European Signal Processing Conference, 2006, ISSN: 22195491.

BibTeX | Links: [PDF]

S Mclaughlin, Petros Maragos

Nonlinear methods for speech analysis and synthesis Book Chapter

Advances in nonlinear signal and image processing, 6 , 2006.

BibTeX

2005

A Sofou, G Evangelopoulos, P Maragos

Soil image segmentation and texture analysis: a computer vision approach Journal Article

IEEE Geoscience and Remote Sensing Letters, 2 (4), pp. 394-398, 2005, ISSN: 1545-598X.

Abstract | BibTeX | Links:

D Dimitriadis, P Maragos, A Potamianos

Robust AM-FM features for speech recognition Journal Article

IEEE Signal Processing Letters, 12 (9), pp. 621-624, 2005, ISSN: 1070-9908.

Abstract | BibTeX | Links:

P Maragos

Lattice Image Precessing: A Unification of Morphological and Fuzzy Algebric Systems Journal Article

Journal of Mathematical Imaging and Vision, 22 (0), pp. 333–353, 2005.

BibTeX | Links: [PDF]

Iasonas Kokkino, Petros Maragos

Nonlinear Speech Analysis Using Models for Chaotic Systems Journal Article

IEEE Transactions on Speech and Audio Processing, 13 (6), pp. 1098–1109, 2005.

BibTeX | Links: [PDF]

Alexandros G Dimakis, Petros Maragos

Phase-modulated resonances modeled as self-similar processes with application to turbulent sounds Journal Article

IEEE Transactions on Signal Processing, 53 (11), pp. 4261–4272, 2005, ISSN: 1053587X.

Abstract | BibTeX | Links: [PDF]

George Papandreou, Petros Maragos

A cross-validatory statistical approach to scale selection for image denoising by nonlinear diffusion Conference

Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005, I , 2005, ISSN: 1063-6919.

Abstract | BibTeX | Links: [PDF]

P Maragos

A Variational Formulation of PDE's for Dilations and Levelings Conference

Proc. Intl Symposium on Mathematical Morphology (ISMM 2005), Paris, France, Apr. 2005. Lecture Notes on Computer Science, Springer-Verlag, 2005.

BibTeX

Athanassios Katsamanis, Petros Maragos

Advances in Statistical Estimation and Tracking of AM-FM Speech Components Conference

Computer Engineering, 2005.

Abstract | BibTeX

Georgios Evangelopoulos, Iasonas Kokkinos, Petros Maragos

Advances in variational image segmentation using AM-FM models: Regularized demodulation and probabilistic cue integration Conference

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3752 LNCS , 2005, ISSN: 03029743.

Abstract | BibTeX | Links: [PDF]

Iasonas Kokkinos, Petros Maragos

An Expectation Maximization Approach to the Synergy between Object Categorization and Image Segmentation Conference

Iccv, 2005.

BibTeX | Links: [PDF]

Dimitrios Dimitriadis, Petros Maragos, Alexandros Potamianos

Auditory Teager Energy Cepstrum Coefficients for Robust Speech Recognition Conference

Proc. of European Speech Processing Conference, (2), 2005.

Abstract | BibTeX | Links: [PDF]

Anastasia Sofou, Georgios Evangelopoulos, Petros Maragos

Coupled geometric and texture PDE-based segmentation Conference

Proceedings - International Conference on Image Processing, ICIP, 2 , 2005, ISSN: 15224880.

BibTeX | Links: [PDF]

G Evangelopoulos, P Maragos

Multiband Modulation Energy Features for Voice Event Detection Conference

Proc. Interspeech 2005 - Eurospeech -- 9th European Conference on Speech Communication and Technology, Lisbon, Portugal, September 2005, 2005.

BibTeX

D Dimitriadis, A Katsamanis, P Maragos

Towards Automatic Speech Recognition In Adverse Environments Conference

Proc. HERCMA 2005 -- 7th Hellenic European Conference on Research on Computer Mathematics and its Applications, Athens, Greece, September 2005, 2005.

BibTeX

Petros Maragos

Morphological filtering for image enhancement and feature detection Book Chapter

The Image and Video Processing Handbook, pp. 135–156, Elsevier Academic Press, 2005.

BibTeX

Frederic Guichard, Petros Maragos, Jean-Michel Morel

Partial Differential Equations for Morphological Operators Book Chapter

Bilodeau, Michel; Meyer, Fernand; Schmitt, Michel (Ed.): Space, Structure and Randomness: Contributions in Honor of Georges Matheron in the Field of Geostatistics, Random Sets and Mathematical Morphology, pp. 369–390, Springer New York, New York, NY, 2005, ISBN: 978-0-387-29115-4.

Abstract | BibTeX | Links: [PDF]

Petros Maragos

PDEs for morphological scale-spaces and eikonal applications Book Chapter

The Image and Video Processing Handbook, pp. 587–612, New York: Academic, 2005.

BibTeX

2004

Petros Maragos, Anastasia Sofou, Giorgos B Stamou, Vassilis Tzouvaras, Efimia Papatheodorou, George P Stamou

Image analysis of soil micromorphology: Feature extraction, segmentation, and quality inference Journal Article

Eurasip Journal on Applied Signal Processing, 2004 (6), pp. 902–912, 2004, ISSN: 11108657.

Abstract | BibTeX | Links: [PDF]

Iasonas Kokkinos, Rachid Deriche, Petros Maragos, Olivier Faugeras

A Biologically Motivated and Computationally Tractable Model of Low and Mid-Level Vision Tasks Conference

Proc. European Conf. on Computer Vision (ECCV-2004), Prague, May 2004, 2004, ISSN: 03029743.

Abstract | BibTeX | Links: [PDF]

G. Papandreou, P. Maragos

A fast multigrid implicit algorithm for the evolution of geodesic active contours Conference

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004., 2 , 2004, ISSN: 1063-6919.

Abstract | BibTeX | Links: [PDF]

I Kokkinos, G Evangelopoulos, P Maragos

Advances in Texture Analysis: Energy Dominant Components and Multiple Hypothesis Testing Conference

Proc. Int.l Conf. on Image Processing, 2004.

BibTeX | Links: [PDF]

X.C. Halkias, P. Maragos

Analysis of kirlian images: feature extraction and segmentation Conference

Proceedings 7th International Conference on Signal Processing, 2004. Proceedings. ICSP '04. 2004., 1 , 2004, ISBN: 0-7803-8406-7.

BibTeX | Links: [PDF]

I. Kokkinos, G. Evangelopoidos, P. Maragos

Modulation-feature based textured image segmentation using curve evolution Conference

2004 International Conference on Image Processing, 2004. ICIP '04., 2 , 2004, ISSN: 15224880.

BibTeX | Links: [PDF]

2003

Petros Maragos

Algebraic and PDE approaches for lattice scale-spaces with global constraints Journal Article

International Journal of Computer Vision, 52 (2-3), pp. 121–137, 2003, ISSN: 09205691.

BibTeX | Links: [PDF]

P. Maragos, V. Tzouvaras, G. Stamou

Lattice fuzzy signal operators and generalized image gradients Conference

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 2715 , 2003, ISSN: 03029743.

Abstract | BibTeX | Links: [PDF]

V Pitsikalis, I Kokkinos, P Maragos

Nonlinear Analysis of Speech Signals: Generalized Dimensions and Lyapunov Exponents Conference

Proc. European Conf. on Speech Communication and Technology, 2003.

BibTeX | Links: [PDF]

Anastasia Sofou, Petros Maragos

PDE-BASED MODELING OF IMAGE SEGMENTATION USING VOLUMIC nOODING Conference

Proc. Int'l Conf. on Image Processing (ICIP-2003), Barcelona, Spain, Sep. 2003, 2003, ISBN: 0780377508.

BibTeX | Links: [PDF]

Dimitrios Dimitriadis, Petros Maragos

Robust Energy Demodulation Based on Continuous Models with Application to Speech Recognition Conference

Speech Communication, (September), 2003.

BibTeX | Links: [PDF]

Vassilis Pitsikalis, Petros Maragos

Some Advances on Speech Analysis using Generalized Dimensions Conference

Dimension Contemporary German Arts And Letters, (Nolisp 03), 2003.

BibTeX | Links: [PDF]

Petros Maragos

Morphological Global Reconstruction and Levelings: Lattice and PDE Approaches Book Chapter

Geometric Level Set Methods in Imaging, Vision, and Graphics, pp. 141–155, Springer New York, New York, NY, 2003, ISBN: 978-0-387-21810-6.

Abstract | BibTeX | Links: [PDF]

2002

D Dimitriadis, P Maragos, V Pitsikalis, A Potamianos

Modulation and Chaotic Acoustic Features for Speech Recognition Journal Article

Control and Intelligent Systems, 30 (1), pp. 19–26, 2002, ISSN: 14801752.

BibTeX

D Dimitriadis, P Maragos, A Potamianos

Modulation features for speech recognition Journal Article

International Conference on Acoustics, 1 , pp. I–377–I–380, 2002.

BibTeX | Links: [PDF]

Costas S Tzafestas, Petros Maragos

Shape connectivity: Multiscale analysis and application to generalized granulometries Journal Article

Journal of Mathematical Imaging and Vision, 17 (2), pp. 109–129, 2002, ISSN: 09249907.

Abstract | BibTeX | Links: [PDF]

Faundez-Zanuy, Marcos; McLaughlin, Stephen; Esposito, Anna; Hussain, Amir; Schoentgen, Jean; Kubin, Gernot; Kleijn, W Bastiaan; Maragos, Petros

Nonlinear Speech Processing: Overview and Applications Journal Article

(January), 2002.

BibTeX

P Maragos

Lattice and PDE Approaches for Multiscale Image Analysis and Segementation Problems in Computer Vision Conference

Invited Keynote Paper, Proc. of XI Int'l Conf. on Computing, Mexico City, Nov. 2002, 2002.

BibTeX

D Dimitriadis, P Maragos, A Potamianos

Modulation features for speech recognition Conference

International Conference on Acoustics, 1 , 2002.

BibTeX

Petros Maragos, Thanasis Loupas, Vassilis Pitsikalis

On improving Doppler ultrasound spectroscopy with multiband instantaneous energy separation Conference

International Conference on Digital Signal Processing, DSP, 2 , 2002, ISBN: 0780375033.

BibTeX | Links: [PDF]

Petros Maragos, Alexander G. Dimakis, Iasonas Kokkinos

Some advances in nonlinear speech modeling using modulations, fractals, and chaos Conference

International Conference on Digital Signal Processing, DSP, 1 , 2002, ISBN: 0780375033.

Abstract | BibTeX | Links: [PDF]

V Pitsikalis, P Maragos

Speech analysis and feature extraction using chaotic models Conference

International Conference on Acoustics, 1 , 2002.

BibTeX

2001

Alexandros Potamianos, Petros Maragos

Time-frequency distributions for automatic speech recognition Journal Article

Transactions on Speech and Audio Processing, IEEE, 9 (3), pp. 196–200, 2001.

BibTeX | Links: [PDF]

Petros Maragos

Algebraic and PDE Approaches for Multiscale Image Operators with Global Constraints : Reference Semilattice Erosions and Levelings Conference

Proc. Int'l Conf. on Scale-Space and Morphology Theories in Computer Vision (SCALE-SPACE'01), Vancouver, Canada, July 2001; Lecture Notes in Computer Science 2106, pp.137-148, Springer-Verlag, 2001, ISSN: 16113349.

BibTeX

D. Dimitriadis, P. Maragos

An improved energy demodulation algorithm using splines Conference

2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221), 6 , 2001, ISSN: 1520-6149.

Abstract | BibTeX | Links: [PDF]

A Doulamis, N Doulamis, P Maragos

Generalized multiscale connected operators with applications to granulometric image analysis Conference

Image Processing, 2001. Proceedings. 2001 International Conference on, 3 , 2001.

Abstract | BibTeX | Links: [PDF]

A. Sofou, C. Tzafestas, P. Maragos

SEGMENTATION OF SOILSECTION IMAGES USING CONNECTED OPERATORS Conference

Proc. Int'l Conf. on Image Processing (ICIP-2001), Thessaloniki, Greece, Oct. 2001, 2001, ISBN: 0780367251.

BibTeX | Links: [PDF]

P. Maragos, V. Tzouvaras, G. Stamou

SYNTHESIS AND APPLICATIONS OF LATTICE IMAGE OPERATORS BASED ON FUZZY NORMS Conference

Proc. Int’l Conf. on Image Processing (ICIP-2001), 2001, ISBN: 0780367251.

Abstract | BibTeX | Links: [PDF]

Petros Maragos

10 - Differential Morphology Book Chapter

Mitra, Sanjit K; Sicuranza, Giovanni L (Ed.): Nonlinear Image Processing, pp. 289 - 329, Academic Press, San Diego, 2001, ISBN: 978-0-12-500451-0.

Abstract | BibTeX | Links: [PDF]

2000

P Maragos, M A Butt

Curve Evolution, Differential Morphology, and Distance Transforms Applied to Multiscale and Eikonal Problems Journal Article

Fundamenta Informaticae, 41 , pp. 91–129, 2000, ISSN: 01692968.

BibTeX | Links: [PDF]

H F C Pessoa, Petros Maragos

Neural networks with hybrid morphological / rank / linear nodes : a unifying framework with applications to handwritten character recognition ଝ Journal Article

Pattern Recognition, 33 , 2000.

BibTeX | Links: [PDF]

Fernand Meyer, Petros Maragos

Nonlinear scale-space representation with morphological levelings Journal Article

Journal of Visual Communication and Image Representation, 11 (2), pp. 245–265, 2000, ISSN: 10473203.

Abstract | BibTeX | Links: [PDF]

B. Santhanam, P. Maragos

Multicomponent AM--FM Demodulation via Periodicity-based Algebraic Separation and Energy-based Demodulation Journal Article

IEEE Trans. on Communications, 48 (3), pp. 473–490, 2000.

BibTeX | Links: [PDF]

Petros Maragos, Giorgos Stamou, Spyros Tzafestas

A lattice control model of fuzzy dynamical systems in state-space ∗ Conference

in Mathematical Morphology and Its Application to Image and Signal Processing, J. Goutsias, L. Vincent and D. Bloomberg, Editors, Kluwer Academic Publishers, Boston, 2000, pp. 61--70, 70 (ii), 2000.

BibTeX | Links: [PDF]

P Maragos, F Meyer

A PDE approach to nonlinear image simplification via levelings and reconstruction filters Conference

ICIP 2000: Proceedings of 2000 International Conference on Image Processing, Volume 2, 2000.

BibTeX

P. Maragos, L. F.C. Pessoa

Morphological Filtering for Image Enhancement and Detection Book Chapter

Bovik, A C (Ed.): The Image and Video Processing Handbook, pp. 101-116, Acad. Press, 2000.

BibTeX

1999

Petros Maragos, Alexandros Potamianos

Fractal dimensions of speech sounds: Computation and application to automatic speech recognition Journal Article

The Journal of the Acoustical Society of America, 105 (3), pp. 1925–1932, 1999, ISSN: 0001-4966.

Abstract | BibTeX | Links: [PDF]

Alexandros Potamianos, Petros Maragos

Speech analysis and synthesis using an AM ± FM modulation Journal Article

Speech Communication, 28 (3), pp. 195–209, 1999.

BibTeX | Links: [PDF]

Petros Maragos, Spyros G Tzafestas

Min-Max Control with Application to Discrete Event Dynamic Systems Conference

Proc. of 3rd European Robotics, Intelligent Systems, and Control Conf. (EURISCON-98), Athens, pp. 185-186, June 1998, (June 1998), 1999.

BibTeX

Fernand Meyer, Petros Maragos

Morphological scale-space representation with levelings Conference

Scale-Space Theories in Computer Vision, 1999, ISSN: 16113349.

BibTeX | Links: [PDF]

Fernand Meyer, Petros Maragos

Multiscale Morphological Segmentations Based on Watershed, Flooding, and Eikonal PDE Conference

Proc. Int'l Conf. on Scale-Space Theories in Computer Vision (SCALE-SPACE'99), Corfu, Greece, Sep. 1999; Lecture Notes in Computer Science 1682, pp.351-362, Springer-Verlag, 1999, ISSN: 16113349.

BibTeX | Links: [PDF]

Petros Maragos, Fernand Meyer

Nonlinear PDEs and Numerical Algorithms for Modeling Levelings and Reconstruction Filters Conference

Proc. Int'l Conf. on Scale-Space Theories in Computer Vision (SCALE-SPACE'99), Corfu, Greece, Sep. 1999; Lecture Notes on Computer Science 1682, pp.363-374, Springer-Verlag, 1999, ISSN: 16113349.

BibTeX | Links: [PDF]

Alexandros Potamianos, Petros Maragos

Speech analysis and synthesis using an AM ± FM modulation Conference

Speech Communication, 28 (3), 1999.

BibTeX

P Maragos, S G Tzafestas

Min-Max Control with Application to Discrete Event Dynamic Systems Book Chapter

Advances in Manufacturing, pp. 217–230, Springer London, London, 1999, ISBN: 978-1-4471-0855-9.

Abstract | BibTeX

1998

L F C Pessoa, P Maragos

MRL-filters: a general class of nonlinear systems and their optimal design for image processing Journal Article

IEEE Transactions on Image Processing, 7 (7), pp. 966-978, 1998, ISSN: 1057-7149.

Abstract | BibTeX | Links:

Balasubramaniam Santhanam, Petros Maragos

Harmonic analysis and restoration of separation methods for periodic signal mixtures: Algebraic separation versus comb filtering Journal Article

Signal Processing, 69 (1), pp. 81–91, 1998, ISSN: 01651684.

Abstract | BibTeX | Links: [PDF]

Petros Maragos

MRL-Filters : A General Class of Nonlinear Systems and Their Optimal Design for Image Processing Journal Article

7 (7), pp. 966–978, 1998.

BibTeX | Links: [PDF]

Muhammad Akmal Butt, Petros Maragos

Optimum design of Chamfer distance transforms Journal Article

IEEE Transactions on Image Processing, 7 (10), pp. 1477–1484, 1998, ISSN: 10577149.

Abstract | BibTeX | Links: [PDF]

P Maragos, M A Butt

Advances in Differential Morphology: Image Segmentation via Eikonal PDE and Curve Evolution and Reconstruction via Constrained Dilation Flow Conference

Proceedings of the fourth international symposium on Mathematical morphology and its applications to image and signal processing, 1998.

BibTeX

P. Maragos, M. Akmal Butt, L.F.C. Pessoa

Two frontiers in morphological image analysis: differential evolution models and hybrid morphological/linear neural networks Conference

Proceedings SIBGRAPI'98. International Symposium on Computer Graphics, Image Processing, and Vision (Cat. No.98EX237), 1998, ISBN: 0-8186-9215-4.

BibTeX | Links: [PDF]

P. Maragos

Morphological Signal and Image Processing Book Chapter

Madisetti, V; D.Williams, (Ed.): Digital Signal Processing Handbook, pp. 74:1-74:31, CRC Press, Boca Raton, Florida, 1998.

BibTeX

1997

H J A M Heijmans, P Maragos

Lattice Calculus of the Morphological Slope Transform Journal Article

Signal Processing, 59 , pp. 17–42, 1997, ISSN: 01651684.

BibTeX | Links: [PDF]

B. Santhanam, P. Maragos

Demodulation of discrete multicomponent AM-FM signals using periodic algebraic separation and energy demodulation Conference

1997 IEEE International Conference on Acoustics, Speech, and Signal Processing, 3 , 1997, ISSN: 1520-6149.

Abstract | BibTeX | Links: [PDF]

Petros Maragos, Alexandros Potamianos

On Using Fractal Features of Speech Sounds in Automatic Speech Recognition Conference

Eurospeech, 1997.

BibTeX

1996

P Maragos

Differential Morphology and Image-Processing Journal Article

IEEE Trans.$backslash$ Image Process., 5 (6), pp. 922–937, 1996.

BibTeX | Links: [PDF]

Chiou Shann Fuh, Petros Maragos

Least-squares algorithms for motion and shape recovery under perspective projection Journal Article

Journal of Information Science and Engineering, 12 (1), pp. 1–23, 1996, ISSN: 10162364.

BibTeX

A Potamianos, P Maragos

Speech formant frequency and bandwidth tracking using multiband energy demodulation Journal Article

1995 International Conference on Acoustics, Speech, and Signal Processing, 1 , pp. 784–787, 1996, ISSN: 1520-6149.

Abstract | BibTeX | Links: [PDF]

Balasubramaniam Santhanam, Petros Maragos

Energy demodulation of two-component AM-FM signal mixtures Conference

IEEE Signal Processing Letters, 3 (11), 1996, ISSN: 10709908.

BibTeX | Links:

Balasubramaniam Santhanam, Petros Maragos

Energy demodulation of two-component AM-FM signal mixtures Conference

IEEE Signal Processing Letters, 3 (11), 1996, ISSN: 10709908.

BibTeX | Links:

1995

Petros Maragos, Alexandros Potamianos

Higher Order Differential Energy Operators Journal Article

IEEE Signal Processing Letters, 2 (8), pp. 152–154, 1995, ISSN: 15582361.

Abstract | BibTeX | Links: [PDF]

Petros Maragos, Alan C Bovik

Image demodulation using multidimensional energy separation Journal Article

Journal of the Optical Society of America A, 12 (9), pp. 1867, 1995, ISSN: 1084-7529.

Abstract | BibTeX | Links: [PDF]

P -F Yang, P Maragos

Min-Max Classifiers: Learnability, Design and Application Journal Article

Pattern Recognition, 1995.

BibTeX | Links: [PDF]

P Maragos

Slope transforms: theory and application to nonlinear signal processing Journal Article

IEEE Transactions on Signal Processing, 43 (4), pp. 864–877, 1995, ISSN: 1053587X.

BibTeX | Links: [PDF]

P. Maragos, A. Potamianos, B. Santhanam

Instantaneous Energy Operators: Applications to Speech Processing and Communications Conference

Proc. IEEE Workshop on Nonlinear Signal and Image Processing, Halkidiki, Greece, pp.955-958, June 1995, 1995.

BibTeX

A. Potamianos, P. Maragos

Speech formant frequency and bandwidth tracking using multiband energy demodulation Conference

1995 International Conference on Acoustics, Speech, and Signal Processing, 1 , 1995, ISSN: 1520-6149.

Abstract | BibTeX | Links: [PDF]

1994

H M Hanson, P Maragos, A Potamianos

A system for finding speech formants and modulations via energy separation Journal Article

IEEE Transactions on Speech and Audio Processing, 2 (3), pp. 436-443, 1994, ISSN: 1063-6676.

Abstract | BibTeX | Links:

A Potamianos, P Maragos

A Comparison of the Energy Operator and Hilbert Transform Approaches for Signal and Speech Demodulation Journal Article

Signal Processing, 37 (1), pp. 95–120, 1994.

BibTeX | Links: [PDF]

Alan C Bovik, Petros Maragos

Conditions for Positivity of an Energy Operator Journal Article

IEEE Transactions on Signal Processing, 42 (2), pp. 469–471, 1994, ISSN: 19410476.

BibTeX | Links: [PDF]

R W Brockett, P Maragos

Evolution equations for continuous-scale morphology.pdf Journal Article

1994.

BibTeX | Links: [PDF]

Petros Maragos

Morphological systems: Slope transforms and max-min difference and differential equations Journal Article

Signal Processing, 38 (1), pp. 57–77, 1994, ISSN: 01651684.

Abstract | BibTeX | Links:

P Maragos

A Time and Slope Domain Theory of Morphological Systems: Slope Transforms and Max-Min Dynamics Conference

Proc. European Signal Processing Conf. (EUSIPCO-94), Edinburgh, Scotland, pp.II:971--974, Sep. 1994, 1994.

BibTeX

A Potamianos, P Maragos

Applications of Speech Processing Using an AM--FM Modulation Model and Energy Operators Conference

Proc. European Signal Process. Conf., 1994.

BibTeX

P. Maragos, A. C. Bovik

Demodulation of images modeled by amplitude-frequency modulations using multidimensional energy separation Conference

Proceedings - International Conference on Image Processing, ICIP, 3 , 1994, ISSN: 15224880.

Abstract | BibTeX | Links:

P. Maragos

Differential morphology: Multiscale image dynamics, max-min difference equations, and slope transforms Conference

Proceedings - International Conference on Image Processing, ICIP, 2 , 1994, ISSN: 15224880.

BibTeX | Links:

Petros Maragos

Fractal Signal Analysis Using Mathematical Morphology Book Chapter

Hawkes, Peter W (Ed.): 88 , pp. 199 - 246, Academic Press, 1994, ISSN: 0065-2539.

Abstract | BibTeX | Links: [PDF]

1993

A C Bovik, P Maragos, T F Quatieri

AM-FM Energy Detection and Separation in Noise Using Multiband Energy Operators Journal Article

Proc. IEEE Int'l. Symp. Info. Theory, 41 (12), pp. 3245-3265, 1993, ISBN: 0780308786.

BibTeX | Links: [PDF]

P Maragos, J F Kaiser, T F Quatieri

Energy separation in signal modulation with application to speech analysis Journal Article

IEEE Trans. Signal Processing, 41 (4), pp. 3024–3051, 1993.

BibTeX | Links: [PDF]

Petros Maragos, Fang Kuo Sun

Measuring the Fractal Dimension of Signals: Morphological Covers and Iterative Optimization Journal Article

IEEE Transactions on Signal Processing, 41 (1), pp. 108, 1993, ISSN: 19410476.

BibTeX | Links: [PDF]

P Maragos, J F Kaiser, T F Quatieri

On amplitude and frequency demodulation using energy operators Journal Article

IEEE Transactions on Signal Processing, 41 (4), pp. 1532–1550, 1993.

BibTeX | Links: [PDF]

H. M. Hanson, P. Maragos,, A. Potamianos

Finding Speech Formants and Modulations via Energy Separation: With an Application to a Vocoder Conference

Proc. Int’l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-93), Minneapolis, MN, 1993.

BibTeX

P Maragos

Max-Min Difference Equations and Recursive Morphological Systems Conference

Proc. Int'l Workshop on Mathematical Morphology and its Applications to Signal Processing, Barcelona, Spain, 1993.

BibTeX | Links: [PDF]

P.-F. Yang, P Maragos

Morphological Systems for Character Image Processing and Recognition Conference

Proc. Int’l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-93), Minneapolis, MN, 1993, ISSN: 07367791.

BibTeX

P Maragos, J F Kaiser, T F Quatieri

On amplitude and frequency demodulation using energy operators Conference

Signal Processing IEEE Transactions on, 41 (4), 1993.

BibTeX | Links: [PDF]

C S Fuh, P Maragos, L Vincent

Visual Motion Correspondence by Region-Based Approaches Conference

Proc. of 1993 Asian Conference on Computer Vision (ACCV--93), Osaka, Japan, 1993.

BibTeX | Links: [PDF]

1992

P. Maragos (Ed.)

Proceedings of SPIE, Visual Communications and Image Processing, Book

SPIE Optical Engineering Press, Bellingham, Washington, USA, 1992.

BibTeX

P. Maragos, J. F. Kaiser, T. F. Quatieri

On Separating Amplitude from Frequency Modulations Using Energy Operators Conference

Proc. Int’l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-92), II , San Fransisco, CA, 1992.

BibTeX | Links: [PDF]

P.-F. Yang, P. Maragos

Character Recognition Using Min-Max Classifiers Designed via an LMS Algorithm Conference

Visual Communications and Image Processing '92, Proc. SPIE, 1818 , Boston, Massachusetts, 1992.

BibTeX | Links:

Chiou-shann Fuh, Petros Maragos

Affine models for motion and shape recovery Conference

Visual Communications and Image Processing '92, Proc. SPIE, 1818 , Boston, Massachusetts, 1992, ISSN: 0277786X.

BibTeX | Links: [PDF]

R W Brockett, P Maragos

Evolution Equations for Continuous-Scale Morphology Conference

Proc. Int'l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-92), III , San Fransisco, CA, 1992.

BibTeX | Links: [PDF]

A.C. Bovik, P. Maragos, T.F. Quatieri

Measuring Amplitude and Frequency Modulations in Noise Using Multiband Energy Operators Conference

Proceedings of 1992 International Symposium on Time-Frequency and Time-Scale Analysis, (4), Victoria, B.C., Canada, 1992, ISBN: 0-7803-0805-0.

Abstract | BibTeX | Links:

Petros Maragos, Alan C Bovik, Thomas F Quatieri

A Multidimensional Energy Operator for Image Processing Conference

Visual Communications and Image Processing '92, Proc. SPIE, 1818 , 1992, ISSN: 0277786X.

BibTeX | Links: [PDF]

1991

Chiou-Shann Fuh, Petros Maragos

Motion displacement estimation using an affine model for image matching Journal Article

Optical Engineering, 30 (7), pp. 881, 1991, ISSN: 00913286, (Invited Paper).

Abstract | BibTeX | Links: [PDF]

Chiou-sham Fuh, Petros Maragos

Affine Models for Image Matching and Motion Detection Conference

Proc. Int’l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-91), Toronto, Canada, 1991, ISBN: 2977719110000.

Abstract | BibTeX | Links: [PDF]

Petros Maragos

Fractal aspects of speech signals: dimension and interpolation Conference

Proc. Int’l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-91),, Toronto, Canada, 1991, ISSN: 1520-6149.

Abstract | BibTeX | Links: [PDF]

Ping-fai Yang, Petros Maragos

Learnability of min-max pattern classifiers Conference

Visual Communications and Image Processing, Proc. of SPIE, 1606 , Boston, Massachusetts, 1991, ISSN: 0277786X.

BibTeX

P Maragos, T Quatieri, J Kaiser

Speech nonlinearities, modulations, and energy operators Conference

Proc. Int’l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-91), Toronto, Canada, 1991, ISSN: 07367791.

BibTeX | Links: [PDF]

1990

P Maragos, R D Ziff

Threshold superposition in morphological image analysis systems Journal Article

IEEE Trans. on Pattern Analysis and Machine Intelligence, 12 (5), pp. 498–504, 1990, ISSN: 01628828.

BibTeX | Links: [PDF]

Petros Maragos, Ronald W Schafer

Morphological Systems for Multidimensional Signal Processing Journal Article

Proceedings of the IEEE, 78 (4), pp. 690–710, 1990, ISSN: 15582256.

Abstract | BibTeX | Links: [PDF]

P. Maragos, T. F. Quatieri,, J. F. Kaiser

Detecting Nonlinearities in Speech using an Energy Operator Conference

Proc. IEEE Int'l Workshop on Digital Signal Processing, New Paltz, NY, 1990.

BibTeX | Links: [PDF]

P Maragos

Affine Morphology and Affine Signal Models Conference

Image Algebra and Morphological Image Processing, Proc. of SPIE, 1350 , San Diego, California, 1990, ISSN: 0277786X.

Abstract | BibTeX | Links: [PDF]

D Bloomberg, P Maragos

Generalized Hit-Miss Operations Conference

Image Algebra and Morphological Image Processing, Proc. of SPIE, 1350 , San Diego, California, 1990.

BibTeX

P Maragos, K L Young

Fractal Excitation Signals For CELP Speech Coders Conference

Proc. Int’l Conf. on Acoustics, Speech, Signal Processing (ICASSP-90), Albuquerque, New Mexico, 1990, ISSN: 07367791.

BibTeX | Links:

K.-M. Yang, P. Maragos, L. Wu

A VLSI Chip Architecture Design For a 2-D Gray-level Morphological Operations Conference

Hybrid Image and Signal Processing II, Proc. of SPIE, 1297 , 1990.

BibTeX

1989

Petros Maragos

A Representation Theory for Morphological Image and Signal Processing Journal Article

IEEE Trans. on Pattern Analysis and Machine Intelligence, 11 (6), pp. 586–599, 1989, ISSN: 01628828.

Abstract | BibTeX | Links: [PDF] [PDF]

Petros Maragos

Pattern Spectrum and Multiscale Shape Representation Journal Article

IEEE Trans. on Pattern Analysis and Machine Intelligence, 11 (7), pp. 701–716, 1989, ISSN: 01628828.

Abstract | BibTeX | Links: [PDF]

P. Maragos, F.K. Sun

Measuring Fractal Dimension: Morphological Estimates and Iterative Optimization Journal Article

Visual Communications and Image Processing, SPIE, 1199 , pp. 416-430, 1989.

BibTeX

F.-K. Sun, P Maragos

Experiments on Image Compression Using Morphological Pyramids Conference

Visual Communications and Image Processing IV, Proc. of SPIE, 1141 , Philadelphia, PA, 1989.

BibTeX | Links: [PDF]

C.-S. Fuh, P Maragos

Region-based Optical Flow Estimation Conference

Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR-89), San Diego, California, 1989.

BibTeX

Petros Maragos

Morphological correlation and mean absolute error criteria Conference

Proc. Int’l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-89), (7), Glasgow, Scotland, 1989, ISSN: 07367791.

BibTeX | Links: [PDF]

1988

P. Maragos, R. D. Ziff

Threshold Parallelism in Morphological Feature Extraction, Skeletonization, and Pattern Spectrum Journal Article

Visual Communications and Image Processing, SPIE, 1001 , pp. 106-115, 1988.

BibTeX | Links: [PDF]

P Maragos

Morphology-based symbolic image modeling, multi-scale nonlinear smoothing, and pattern spectrum Conference

Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR-88), Ann Arbor, MI, 1988, ISBN: 0818608625.

BibTeX | Links:

P. Maragos

Optimal Morphological Approaches To Image Matching And Object Detection Conference

Proc. Int’l Conf. on Computer Vision (ICCV-88), Tarpon Springs, Florida, 1988, ISBN: 0-8186-0883-8.

BibTeX | Links:

1987

P Maragos, R W Schafer

Morphological filters -- Part II: Their relations to median, order-statistics, and stack filters Journal Article

IEEE Trans. on Acoustics, Speech, and Signal Processing, 35 (8), pp. 1170–1184, 1987.

BibTeX | Links: [PDF]

P. Maragos, R. W. Schafer

Morphological filters—Part I: Their set-theoretic analysis and relations to linear shift-invariant filters Journal Article

IEEE Transactions on Acoustics, Speech, and Signal Processing, 35 (8), pp. 1153–1169, 1987, ISSN: 00963518.

Abstract | BibTeX | Links: [PDF]

Petros Maragos

Tutorial On Advances In Morphological Image Processing And Analysis Journal Article

Optical Engineering, 26 (7), pp. 623-632, 1987, ISSN: 0091-3286.

Abstract | BibTeX | Links: [PDF]

R Libeskind-Hadas, P Maragos

Application of Iterated Function Systems and Skeletonization to Synthesis of Fractal Images Conference

Proc. SPIE, Visual Communications and Image Processing II, 845 , 1987, ISSN: 1996756X.

BibTeX | Links: [PDF]

1986

P Maragos, R Schafer

Morphological skeleton representation and coding of binary images Journal Article

IEEE Trans. on Acoustics, Speech, and Signal Processing, 34 (5), pp. 1228-1244, 1986.

BibTeX | Links: [PDF]

1985

P. Maragos, R. Schafer

A unification of linear, median, order-statistics and morphological filters under mathematical morphology Conference

Proc. Int’l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-85), Tampa, Florida, 1985.

BibTeX | Links: [PDF]

1984

P. Maragos, R. W. Schafer, R. M. Mersereau

Two-Dimensional Linear Prediction and Its Application to Adaptive Predictive Coding of Images Journal Article

IEEE Trans. on Acoustics, Speech, and Signal Processing, 32 (6), pp. 1213-1229, 1984.

BibTeX | Links: [PDF]

P. Maragos, R. Mersereau, R. Schafer

Multichannel Linear Predictive Coding of Color Images Conference

Proc. Int’l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-84), San Diego, California, 1984.

BibTeX | Links: [PDF]

P. Maragos, R. Schafer

Morphological skeleton representation and coding of binary images Conference

Proc. Int’l Conf. on Acoustics, Speech, and Signal Processing, (ICASSP-84), 9 , San Diego, California, 1984.

BibTeX | Links: [PDF]

1983

P. Maragos, R. Mersereau, R. Schafer

Two-dimensional linear predictive analysis of arbitrarily-shaped regions Conference

Proc. Int’l Conf. on Acoustics, Speech, and Signal Processing (ICASSP-83), Boston, Massachusetts, 1983.

BibTeX | Links: [PDF]