Publications 2020-07-29T17:30:12+00:00

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Charisopoulos, Vasileios; Maragos, Petros

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 | Tags: Machine learning, Mathematical morphology, Neural networks, Optimization, Tropical geometry | Links: pdf link imagedoi link image


Karianakis, Nikolaos; Maragos, Petros

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 | Tags: Digital restoration, Image stitching, Inpainting, Mathematical morphology, Prehistoric wall paintings, Segmentation, Variational methods | Links: pdf link imagedoi link image

Maragos, Petros

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 | Tags: image operators, lattices, Mathematical morphology, minimax algebra, nonlinear basis, representation, supremal convolution | Links: pdf link imagedoi link image


Pnevmatikakis, Eftychios A; Maragos, Petros

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 | Tags: Inpainting, Mathematical morphology, Text detection, Texture synthesis | Links: pdf link imagedoi link image


Tzafestas, Costas S; Maragos, Petros

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 | Tags: Connected operators, Connectivity tree, Generalized granulometries, Hierarchical image representations, Mathematical morphology, Multiscale connectivity measures, Partitions, Reconstruction, shape analysis, Soilsection image analysis | Links: pdf link imagedoi link image


Meyer, Fernand; Maragos, Petros

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 | Tags: Differential equations, Levelings, Mathematical morphology, Multiscale representation, Scale-space | Links: pdf link imagedoi link image


Maragos, Petros

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 | Tags: Imagelsignal processing, Mathematical morphology, nonlinearllinear filtering, shape analysis, systems representation | Links: pdf link imagepdf link imagedoi link image