Depth map estimation: a region-based approach

Abstract : This paper presents an approach to the estimation of depth from stereo images which exploits correspondences of image segments. A key motivation is to bypass pixel correspondences which are ambiguous in texture-less regions. One of the main difficulty though is to come up to an equivalent partitioning of both stereo images that facilitates region matching. The reference image which the depth is estimated for is first segmented using the watershed algorithm. Regions are then transferred to the other image of the stereo pair according to a correlation analysis of region contours. This transfer yields regional disparities which are significant as long as the contours for a given region are not due to an occlusion. Based on that observation, we propose an algorithm that detects occlusion contours along a region and that rectifies disparity accordingly.
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https://hal.archives-ouvertes.fr/hal-00995034
Contributeur : Jean-Charles Bricola <>
Soumis le : jeudi 22 mai 2014 - 15:32:35
Dernière modification le : mardi 12 septembre 2017 - 11:41:00
Document(s) archivé(s) le : vendredi 22 août 2014 - 12:46:15

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  • HAL Id : hal-00995034, version 1

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Jean-Charles Bricola, Michel Bilodeau, Serge Beucher. Depth map estimation: a region-based approach. 2014. 〈hal-00995034〉

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