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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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Detalles Bibliográficos
Autores principales: Wang, Xiaofeng, Liu, Yiguang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4562621/
https://www.ncbi.nlm.nih.gov/pubmed/26349063
http://dx.doi.org/10.1371/journal.pone.0137530