mlsanityData to 7 Oct 2026

Stereo Matching With Color-Weighted Correlation, Hierarchical Belief Propagation And Occlusion Handling

arXiv 1708.07987 ↗First posted 26 Aug 2017cs.CVcited by 13

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Abstract (arXiv)

In this paper, we contrive a stereo matching algorithm with careful handling of disparity, discontinuity and occlusion. This algorithm works a worldwide matching stereo model which is based on minimization of energy. The global energy comprises two terms, firstly the data term and secondly the smoothness term. The data term is approximated by a color-weighted correlation, then refined in obstruct and low-texture areas in many applications of hierarchical loopy belief propagation algorithm. The results during the experiment are evaluated on the Middlebury data sets, showing that out algorithm is the top performer among all the algorithms listed there

Key facts. Cited by 13 papers in the map (data through 7 Oct 2026). First posted on arXiv 26 Aug 2017.

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Citing papers per year: 2021: 3; 2022: 5; 2023: 4; 2024: 1.

13 papers.

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  1. 2022Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlationcited by 197
  2. 2021VoRTX: Volumetric 3D Reconstruction With Transformers for Voxelwise View Selection and Fusioncited by 38
  3. 2023Learning Depth Estimation for Transparent and Mirror Surfacescited by 34
  4. 2024Match-Stereo-Videos: Bidirectional Alignment for Consistent Dynamic Stereo Matchingcited by 24
  5. 2023Active Stereo Without Pattern Projectorcited by 8
  6. 2022Exploiting Correspondences with All-pairs Correlations for Multi-view Depth Estimationcited by 2
  7. 2021A Novel Factor Graph-Based Optimization Technique for Stereo Correspondence Estimationcited by 1
  8. 2022Stereo Matching with Cost Volume based Sparse Disparity Propagationcited by 1
  9. 2021Geometric Processing for Image-based 3D Object Modelingcited by 0
  10. 2022Multi-Resolution Factor Graph Based Stereo Correspondence Algorithmcited by 0
  11. 2022Real-Time High-Quality Stereo Matching System on a GPUcited by 0
  12. 2023Inter-View Depth Consistency Testing in Depth Difference Subspacecited by 0
1 more
  1. 2023Revisiting Stereo Triangulation in UAV Distance Estimationcited by 0