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Published in:
2010 | OriginalPaper | Chapter
A Sharp Concentration-Based Adaptive Segmentation Algorithm
Authors : Christophe Fiorio, Andre Mas
Published in: Advances in Visual Computing
Publisher: Springer Berlin Heidelberg
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We propose an adaptive procedure for segmenting images by merging of homogeneous regions. The algorithm is based on sharp concentration inequalities and is tailored to avoid over- and under-merging by controlling simultaneously the type I and II errors in the associated statistical testing problem.