Search

Your search keyword '"information clustering"' showing total 1 results
Start Over Descriptor "information clustering" Journal computer vision & image understanding
1 results on '"information clustering"'

1. An adaptive spatial information-theoretic fuzzy clustering algorithm for image segmentation.

Author

Wang, Zhimin, Song, Qing, Soh, Yeng Chai, and Sim, Kang

Subjects
IMAGE segmentation, FUZZY clustering technique, INFORMATION theory, DIGITAL image processing, K-means clustering, ROBUST control
Abstract

Highlights: [•] We incorporate the spatial context to the conventional fuzzy c-means (FCM) algorithm for image segmentation. [•] We incorporate the information-theoretic framework into the FCM algorithm to improve its robustness. [•] The new clustering algorithm can effectively improve the image segmentation results and is useful for brain image analysis. [ABSTRACT FROM AUTHOR]

Published
2013
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results