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Conference Papers Year : 2010

A Sharp Concentration-Based Adaptive Segmentation Algorithm

Christophe Fiorio

Abstract

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.
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Dates and versions

lirmm-00532783 , version 1 (04-11-2010)

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Christophe Fiorio, André Mas. A Sharp Concentration-Based Adaptive Segmentation Algorithm. ISVC: International Symposium on Visual Computing, Nov 2010, Las Vegas, United States. pp.85-96, ⟨10.1007/978-3-642-17274-8_9⟩. ⟨lirmm-00532783⟩
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