@inproceedings{6101b616adeb4ad49cc8aaa8e256df32,
title = "Gabor-space geodesic active contours",
abstract = "A novel scheme for texture segmentation is presented. Our algorithm is based on generalizing the intensity-based geodesic active contours model to the Gabor spatial-feature space of images. First, we apply the Gabor-Morlet transform to the image using self similar Gabor functions, and then implement the geodesic active snakes mechanism in this space. The spatial-feature space is represented, via the Beltrami framework, as a Riemannian manifold. The stopping term, in the geodesic snake mechanism, is generalized and is derived from the metric of the Gabor spatial-feature manifold. Experimental results obtained by applying the scheme to test images are presented.",
keywords = "Anisotropic diffusion, Beltrami framework, Gabor analysis, Geodesic active contours, Image manifolds, Texture segmentation",
author = "Chen Sagiv and Sochen, {Nir A.} and Zeevi, {Yehoshua Y.}",
note = "Publisher Copyright: {\textcopyright} Springer-Verlag Berlin Heidelberg 2000.; 2nd International Workshop on Algebraic Frames for the Perception-Action Cycle, AFPAC 2000 ; Conference date: 10-09-2000 Through 11-09-2000",
year = "2000",
doi = "10.1007/10722492_24",
language = "אנגלית",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "309--318",
editor = "Gerald Sommer and Zeevi, {Yehoshua Y.}",
booktitle = "Algebraic Frames for the Perception-Action Cycle - 2nd International Workshop, AFPAC 2000, Proceedings",
}