An adaptive clustering and chrominance-based merging approach for image segmentation and abstraction

We present a novel, computationally efficient approach for natural image segmentation that uses the adaptive clustering algorithm (ACA) to obtain an initial segmentation and chrominance-based region merging to consolidate regions of perceptually uniform texture. The combination of ACA and chrominanc...

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Bibliographic Details

Published in:	2010 IEEE International Conference on Image Processing pp. 241 - 244
Main Authors:	He, Lulu, Pappas, Thrasyvoulos N.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.09.2010
Subjects:	Adaptive clustering algorithm bilateral filtering Clustering algorithms Image color analysis Image edge detection Image segmentation Merging Pixel region merging Smoothing methods
ISBN:	9781424479924, 1424479924
ISSN:	1522-4880
Online Access:	Get full text
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