open Multi-View Stereo reconstruction library
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Updated
Nov 14, 2024 - C++
open Multi-View Stereo reconstruction library
Pyramid Stereo Matching Network (CVPR2018)
SGM,立体匹配StereoMatching最经典应用最广泛算法,4000+引用,兼顾效率和效果。完整实现,代码规范,注释清晰,博客教学,欢迎star!
PatchMatchStereo,倾斜窗口经典,效果极佳,OpenMVS&Colmap稠密匹配算法。完整实现,代码规范,注释清晰,博客教学,欢迎star!
Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers. (ICCV 2021 Oral)
GA-Net: Guided Aggregation Net for End-to-end Stereo Matching
[CVPR 2023] Iterative Geometry Encoding Volume for Stereo Matching
[CVPR'20] AANet: Adaptive Aggregation Network for Efficient Stereo Matching
Official MegEngine implementation of CREStereo(CVPR 2022 Oral).
[TPAMI 2024 & CVPR 2022] Attention Concatenation Volume for Accurate and Efficient Stereo Matching
Hierarchical Deep Stereo Matching on High Resolution Images, CVPR 2019.
[ECCV 2020] Learning stereo from single images using monocular depth estimation networks
AD-Census立体匹配算法,中国学者Xing Mei等人研究成果(Respect!),算法效率高、效果出色,适合硬件加速,Intel RealSense D400 Stereo模块算法。完整实现,代码规范,注释清晰,欢迎star!
DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch (ICCV 2019)
A novel paradigm for collecting and generating stereo training data using neural rendering
[CVPR 2019] Learning Parallax Attention for Stereo Image Super-Resolution
single and stereo calibration, disparity calculation.
Continuous 3D Label Stereo Matching using Local Expansion Moves (TPAMI 2018)
A curated list of awesome Deep Stereo Matching resources
A heterogeneous and fully parallel stereo matching algorithm for depth estimation, implementing a local adaptive support weight (ADSW) Guided Image Filter (GIF) cost aggregation stage. Developed in both C++ and OpenCL.
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