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

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

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 | Tags: diffusion modeling, Graph clustering, Image segmentation, random walker, SIR epidemic propagation model | Links: pdf link imagedoi link image


Drakopoulos, Kimon; Maragos, Petros

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 | Tags: Geodesic active contours, graphcuts, image analysis, image edge detection, Image segmentation, Morphological operations, Object detection | Links: pdf link imagedoi link image


Kokkinos, Iasonas; Maragos, Petros

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 | Tags: Active Appearance Models, Curve evolution, Enerative models, Expectation Maximization, Image segmentation, Object recognition, Top--down segmentation | Links: pdf link imagedoi link image