DocumentCode :
3707819
Title :
Multivalued label diffusion for semi-supervised segmentation
Author :
Pierre Buyssens;Olivier Lézoray
Author_Institution :
Normandie Université
fYear :
2015
Firstpage :
3275
Lastpage :
3279
Abstract :
Diffusion methods have proven their efficiency for tasks such as semi-supervised segmentation. The introduction of patches as a part of their speed function allows to deal with textured images. However, the computational burden with such variants stays too important for low-level tasks. In this paper, we propose a multivalued color-based potential function that partly alleviates this flaw. It allows to efficiently perform semi-supervised segmentation of natural and textured images.
Keywords :
"Image segmentation","Complexity theory","Image color analysis","Mathematical model","Gaussian mixture model","Covariance matrices"
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2015 IEEE International Conference on
Type :
conf
DOI :
10.1109/ICIP.2015.7351409
Filename :
7351409
Link To Document :
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