Hybrid cost aggregation for dense stereo matching
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DOI: 10.1007/s11042-020-09127-7
Abstract: Matching cost initialization and aggregation are two major steps in the stereo matching framework. For dense stereo matching, a matching cost needs to be computed at each pixel for all disparities within the search range… read more here.
Keywords: aggregation; cost aggregation; stereo matching; dense stereo ... See more keywords
Local-to-Global Cost Aggregation for Semantic Correspondence
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DOI: 10.1109/tcsvt.2022.3208919
Abstract: Establishing visual correspondences across semantically similar images is challenging due to intra-class variations, viewpoint changes, repetitive patterns, and background clutter. Recent approaches focus on cost aggregation to achieve promising performance. However, these methods fail to… read more here.
Keywords: cost aggregation; cost; local global; aggregation semantic ... See more keywords
Shape-reserved stereo matching with segment-based cost aggregation and dual-path refinement
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DOI: 10.1186/s13640-020-00525-3
Abstract: Stereo matching is one of the most important topics in computer vision and aims at generating precise depth maps for various applications. The major challenge of stereo matching is to suppress inevitable errors occurring in… read more here.
Keywords: dual path; cost aggregation; segment based; stereo matching ... See more keywords