Accurate and Fast Convergent Initial-Value Belief Propagation for Stereo Matching.

The belief propagation (BP) algorithm has some limitations, including ambiguous edges and textureless regions, and slow convergence speed. To address these problems, we present a novel algorithm that intrinsically improves both the accuracy and the convergence speed of BP. First, traditional BP gene...

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Bibliographic Details
Main Authors: Xiaofeng Wang, Yiguang Liu
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0137530&type=printable
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