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3D cost aggregation with multiple minimum spanning trees for stereo matching

Li, Lincheng; Yu, Xin; zhang, Shunli; Zhao, Xiaolin; Zhang, Li

Description

Cost aggregation is one of the key steps in the stereo matching problem. In order to improve aggregation accuracy, we propose a cost-aggregation method that can embed minimum spanning tree (MST)-based support region filtering into PatchMatch 3D label search rather than aggregating on fixed size patches. However, directly combining PatchMatch label search and MST filtering is not straightforward, due to the extremely high complexity. Thus, we develop multiple MST structures for cost aggregation...[Show more]

CollectionsANU Research Publications
Date published: 2017-04-20
Type: Journal article
URI: http://hdl.handle.net/1885/203353
Source: Applied Optics
DOI: 10.1364/AO.56.003411

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