| Date | Method | Res. | Reference |
|---|---|---|---|
| 09/15/26 | CodiRef | F | Anonymous. Reprojection-guided refinement and distillation for lightweight stereo matching. ICRA 2027 submission 1266. |
| 08/02/26 | UMAYR | Q | Shamsul Fakhar Abd Gani, Muhammad Fahmi Miskon, Rostam Affendi Hamzah, Mohd Saad Hamid, Ahmad Fauzan Kadmin, and Adi Irwan Herman. <a href="https://www.scopus.com/pages/publications/85196516068">Stereo matching algorithm using deep learning and edge-preserving filter for machine vision</a>. BEEI 2024. |
| 07/24/26 | GeoMambaStereo | H | Anonymous. GeoMambaStereo: Mamba based efficient stereo matching. AAAI 2027 submission 36021. |
| 07/20/26 | GOStereo-L | H | Anonymous. GOStereo: Bridging geometric prior and occlusion awareness for stereo matching. AAAI 2027 submission 9076. |
| 07/17/26 | WiStereo | H | Anonymous. WiStereo: Weaving context through propagation for stereo matching. AAAI 2027 submission 11717. |
| 07/17/26 | Q-Census | Q | Ahmad Fauzan Kadmin, Rostam Affendi Hamzah, Nadzrie Mohamood, Ken Prameswari Caesarella Aryaputri, Karmarul Hawari Ghazali, and Nabil Jazli. <a href="https://ieeexplore.ieee.org/document/11375024">Segment-side window-based aggregation for local disparity with edge and texture preservation</a>. TENCON 2025. |
| 07/11/26 | GeoAtt | F | Anonymous. Bringing geometry foundation model priors into iterative stereo matching. AAAI 2027 submission 6797. |
| 05/11/26 | GCAP-stereo | H | Anonymous. GCAP-Stereo: Grouped correlation aggregation with propagation for zero-shot stereo matching. ECCV 2026 submission 11793. |
| 05/08/26 | E³Stereo | H | Anonymous. E³stereo: Geometry-aligned edges for structure-aware stereo matching. ECCV 2026 submission 9681. |
| 05/07/26 | NBS | F | Anonymous. NBS: No bias stereo. NeurIPS 2026 submission 21560. |
| 04/16/26 | CTHDGM | Q | M. Y. A. Mohammed Al-Asbahi, Ahmad Fauzan Kadmin, Rostam Affendi Hamzah, Khairul Azha A. Aziz, Nasharuddin Zainal, and Nabil Jazli Jazlan. <a href="https://jtec.utem.edu.my/jtec/article/view/6433">Enhanced local disparity map algorithm segment-side window-based cost aggregation and refinement</a>. Journal of Telecommunication, Electronic and Computer Engineering, 2025. |
| 03/31/26 | MatchAttention | F | Anonymous. MatchAttention: Embedding explicit matching constraints into attention for efficient stereo matching. AAAI 2027 submission 31915. |
| 03/23/26 | LACA | H | Anonymous. Laplacian-guided adaptive cost aggregation for stereo matching. ACM MM 2026 submission 4249. |
| 03/05/26 | DepthFocus | F | Junhong Min, Jimin Kim, Cheol-Hui Min, Minwook Kim, Youngpil Jeon, and Minyong Choi. <a href="https://arxiv.org/abs/2511.16993">DepthFocus: Controllable depth estimation for see-through scenes</a>. CVPR 2026. |
| 02/15/26 | DispArbiter | F | Anonymous. Disparity arbiter: Pseudo label mining with student deficiency awareness. ECCV 2026 submission 1336. |
| 02/15/26 | WAFT-Stereo | F | Anonymous. WAFT-Stereo: Warping-alone field transforms for stereo matching. ECCV 2026 submission 1252. |
| 02/05/26 | GGDA | H | Anonymous. Geometry-guided dynamic adaptation for stereo matching. ECCV 2026 submission 2027. |
| 12/23/25 | SelfViTAS | H | Chuang-Wei Liu and Rui Fan. Self-improvement of stereo matching via decisive disparity diffusion. Submitted to TCSVT, 2025. |
| 12/03/25 | DispViT+ | F | Anonymous. DispViT: Direct stereo disparity regression with a single-stream vision transformer. ICLR 2026 submission 16420. |
| 11/11/25 | BLMT-Stereo | F | Anonymous. BLMT-Stereo: Breaking the local minima trap of iterative stereo matching. CVPR 2026 submission 31980 (updated ID). |
| 10/23/25 | VMStereo-Base | H | Anonymous. VMStereo: Accurate real-time stereo matching via Vision Mamba. CVPR 2026 submission 43434 (updated ID). |
| 09/02/25 | MonSter++ | F | Junda Chen and Wenjing Liao. MonSter++: A unified geometric foundation model for multi-view depth estimation via harnessing monodepth priors. Submitted to TPAMI, 2025. |
| 07/24/25 | BridgeDepth | H | Tongfan Guan, Jiaxin Guo, Chen Wang, and Yun-Hui Liu. <a href="https://openaccess.thecvf.com/content/ICCV2025/papers/Guan_BridgeDepth_Bridging_Monocular_and_Stereo_Reasoning_with_Latent_Alignment_ICCV_2025_paper.pdf">BridgeDepth: Bridging monocular and stereo reasoning with latent alignment</a>. ICCV 2025. <a href="https://github.com/aeolusguan/BridgeDepth">Code</a>. |
| 07/19/25 | GEAStereo | F | Anonymous. GEAStereo: Geometry-aware stereo-matching via monocular disparity prior and gradients. AAAI 2026 submission 7299. |
| 07/11/25 | SLEDC_v1 | H | Peng Yao, Haiwei Sang, and Linlin Ge. Stacked learning with exhaustive disparity characteristics for accurate stereo matching. Submitted to Signal Processing: Image Communication, 2025 |
| 06/27/25 | S2M2 | F | Junhong Min, Youngpil Jeon, Jimin Kim, and Minyong Choi. <a href="https://junhong-3dv.github.io/s2m2-project/">S<sup>2</sup>M<sup>2</sup>: Scalable stereo matching model for reliable depth estimation</a>. ICCV 2025. <a href="https://github.com/junhong-3dv/s2m2">Code</a>. |
| 06/17/25 | PanMatch | F | Yongjian Zhang, Longguang Wang, Kunhong Li, Ye Zhang, Yun Wang, Liang Lin, and Yulan Guo. <a href="https://arxiv.org/abs/2507.08400">PanMatch: Unleashing the potential of large vision models for unified matching models</a>. arXiv:2507.08400, 2025. Submitted to TPAMI, 2025. |
| 06/17/25 | UnViTAStereo | H | Chuang-Wei Liu, Mingjian Sun, Cairong Zhao, Hanli Wang, Alexander Dvorkovich, and Rui Fan. <a href="https://ieeexplore.ieee.org/document/11121379">Integrating disparity confidence estimation into relative depth prior-guided unsupervised stereo matching</a>. TCSVT, 2025. |
| 06/13/25 | IRDINA | Q | Shamsul Fakhar Abd Gani, Muhammad Fahmi Miskon, Rostam Affendi Hamzah, Mohd Saad Hamid, Ahmad Fauzan Kadmin, and Adi Irwan Herman. <a href="https://beei.org/index.php/EEI/article/view/6480">Refining disparity maps using deep learning and edge-aware smoothing filter</a>. Bulletin of Electrical Engineering and Informatics, 2024. |
| 06/05/25 | MGS-Stereo | F | Zhien Dai, Zhaohui Tang, Hu Zhang, and Yongfang Xie. <a href="https://ieeexplore.ieee.org/document/11182608">Mgs-Stereo: Multi-scale geometric-structure-enhanced stereo matching for complex real-world scenes</a>. IEEE TIP, 2025. |
| 05/21/25 | waterstereo | H | Xiaoyang Zhao. Monocular prior-based water surface stereo matching algorithm. Submitted to Neurocomputing, 2025. |
| 05/08/25 | DS-Stereo | F | Jie Lin, Juan Du, and Huake Wang. <a href="https://ieeexplore.ieee.org/document/11192657">DS-Stereo: Deep-shallow information interaction for stereo matching</a>. IEEE Robotics and Automation Letters, 2025. |
| 05/07/25 | G2L-ROB | F | Jie Tang, Gaofeng Peng, Jialu Liu, and Bo Yu. <a href="https://ieeexplore.ieee.org/document/11045114">G2L-Stereo: Global to local two-stage real-time stereo matching network</a>. Transactions on Computational Imaging, 2025. |
| 04/24/25 | StereoAnywhere | F | Luca Bartolomei, Fabio Tosi, Matteo Poggi, and Stefano Mattoccia. <a href="https://stereoanywhere.github.io/">Stereo Anywhere: Robust zero-shot deep stereo matching even where either stereo or mono fail</a>. CVPR 2025. <a href="https://github.com/bartn8/stereoanywhere/">Code</a>. |
| 04/24/25 | M2-Stereo | F | Jie Lin. M2-Stereo: Multi scale information fusion and multi branch iteration for stereo matching. Submitted to IEEE Robotics and Automation Letters, 2025. |
| 03/19/25 | G2L-Stereo | F | Jie Tang, Gaofeng Peng, Jialu Liu, and Bo Yu. <a href="https://ieeexplore.ieee.org/document/11045114">G2L-Stereo: Global to local two-stage real-time stereo matching network</a>. Transactions on Computational Imaging, 2025. |
| 03/04/25 | LG-Stereo | F | Jiakang Yuan. LG-stereo: Local global cost volume for stereo matching. Submitted to TIP, 2025. |
| 02/16/25 | TCM | H | Anze Xu, Lin Yang, Jingzhong Li, Zhen Shi, Yue Jin, YuXuan Chen, Yanxin Ni, and Guifei Li. <a href="https://doi.org/10.1016/j.neunet.2025.107591">Real-time and accurate stereo matching via tri-fusion volume for stereo vision</a>. Neural Networks, 2025. |
| 02/10/25 | GREAT-IGEV | F | Jiahao Li, Xinhong Chen, Zhengmin Jiang, Qian Zhou, Yung-Hui Li, and Jianping Wang. <a href="https://arxiv.org/pdf/2509.15891">Global regulation and excited attention tuning for stereo matching</a>. ICCV 2025. <a href="https://github.com/JarvisLee0423/GREAT-Stereo">Code</a>. |
| 02/03/25 | FoundationStereo | F | Bowen Wen, Matthew Trepte, Joseph Aribido, Jan Kautz, Orazio Gallo, and Stan Birchfield. <a href="https://nvlabs.github.io/FoundationStereo/">FoundationStereo: Zero-shot stereo matching</a>. CVPR 2025. <a href="https://github.com/NVlabs/FoundationStereo/">Code</a>. |
| 11/28/24 | DEFOM-Stereo_RVC | F | Hualie Jiang, Zhiqiang Lou, Laiyan Ding, Rui Xu, Minglang Tan, Wenjie Jiang, and Rui Huang. <a href="https://arxiv.org/abs/2501.09466">DEFOM-Stereo: Depth foundation model based stereo matching</a> (RVC version). arXiv:2501.09466, 2025. |
| 11/03/24 | DEFOM-Stereo | F | Hualie Jiang, Zhiqiang Lou, Laiyan Ding, Rui Xu, Minglang Tan, Wenjie Jiang, and Rui Huang. <a href="https://openaccess.thecvf.com/content/CVPR2025/papers/Jiang_DEFOM-Stereo_Depth_Foundation_Model_Based_Stereo_Matching_CVPR_2025_paper.pdf">DEFOM-Stereo: Depth foundation model based stereo matching</a>. CVPR 2025. <a href="https://github.com/Insta360-Research-Team/DEFOM-Stereo">Code</a>. |
| 10/26/24 | SMoEStereo_RVC | H | Yun Wang, Longguang Wang, Chenghao Zhang, Yongjian Zhang, Zhanjie Zhang, Ao Ma, Chenyou Fan, Tin Lun Lam, and Junjie Hu. <a href="https://openaccess.thecvf.com/content/ICCV2025/papers/Wang_Learning_Robust_Stereo_Matching_in_the_Wild_with_Selective_Mixture-of-Experts_ICCV_2025_paper.pdf">Learning robust stereo matching in the wild with selective mixture-of-experts</a>. ICCV 2025. <a href="https://github.com/cocowy1/SMoE-Stereo">Code</a>. |
| 08/15/24 | MaDis-Stereo | F | Jihye Ahn, Hyesong Choi, Soomin Kim, and Dongbo Min. <a href="https://ieeexplore.ieee.org/document/10836678">MaDis-Stereo: Enhanced stereo matching via distilled masked image modeling</a>. IEEE Access, 2025. <a href="https://github.com/ja053199/madis/">Code</a>. |
| 08/13/24 | UniTT-Stereo | F | Soomin Kim, Hyesong Choi, Jihye Ahn, and Dongbo Min. <a href="https://arxiv.org/abs/2409.02545">UniTT-Stereo: Unified training of transformer for enhanced stereo matching</a>. arXiv:2409.02545, 2024. |
| 08/07/24 | AIO-Stereo | F | Jingyi Zhou, Haoyu Zhang, Jiakang Yuan, Peng Ye, Tao Chen, Hao Jiang, Meiya Chen, and Yangyang Zhang. <a href="https://doi.org/10.1609/aaai.v39i10.33173">All-in-One: Transferring vision foundation models into stereo matching</a>. AAAI 2025. |
| 07/27/24 | esmea | H | Shimeng Fan, Wei Sun, Jin Zheng, Qiang Fu, Min Xue, and Wei Wu. <a href="https://doi.org/10.1016/j.image.2023.116945">Accurate edge-preserving stereo matching by enhancing anisotropy</a>. Signal Processing: Image Communication, 2023. |
| 07/22/24 | apnet | Q | Yansong Zhu, Songwei Pei, BingFeng Liu, and Jun Gao. <a href="https://doi.org/10.1016/j.neucom.2024.128685">AP-Net: Attention-fused volume and progressive aggregation for accurate stereo matching</a>. Neurocomputing, 2025. |
| 06/27/24 | CAS++ | F | Junhong Min and Youngpil Jeon. <a href="https://ieeexplore.ieee.org/document/10647686">Confidence aware stereo matching for realistic cluttered scenario</a>. ICIP 2024. |
| 06/14/24 | IGEV++ | F | Gangwei Xu, Xianqi Wang, Zhaoxing Zhang, Junda Cheng, Chunyuan Liao, and Xin Yang. <a href="https://doi.ieeecomputersociety.org/10.1109/TPAMI.2025.3569218">IGEV++: Iterative multi-range geometry encoding volumes for stereo matching</a>. TPAMI, 2025. <a href="https://github.com/gangweiX/IGEV-plusplus">Code</a>. |
| 06/06/24 | MoCha-V2 | F | Ziyang Chen, Wei Long, He Yao, Yongjun Zhang, Bingshu Wang, Yongbin Qin, and Jia Wu. <a href="https://openaccess.thecvf.com/content/CVPR2024/papers/Chen_MoCha-Stereo_Motif_Channel_Attention_Network_for_Stereo_Matching_CVPR_2024_paper.pdf">MoCha-Stereo: Motif channel attention network for stereo matching</a>. CVPR 2024. <a href="https://github.com/ZYangChen/MoCha-Stereo">Code</a>. |
| 05/17/24 | FormerRaft_RVC | F | Yongjian Zhang, Longguang Wang, Kunhong Li, Yun Wang, and Yulan Guo. <a href="https://www.ecva.net/papers/eccv_2024/papers_ECCV/papers/05841.pdf">Learning representations from foundation models for domain generalized stereo matching</a>. ECCV 2024. |
| 04/19/24 | DCSE | H | Guowei An, Yaonan Wang, Kai Zeng, Qing Zhu, Xiaofang Yuan, and Yang Mo. <a href="https://ieeexplore.ieee.org/document/10556539">Deep contextual structure and semantic feature enhancement stereo network</a>. IEEE Access, 2024. |
| 02/21/24 | ClearDepth | F | Kaixin Bai, Huajian Zeng, Lei Zhang, Yiwen Liu, Hongli Xu, Zhaopeng Chen, and Jianwei Zhang. <a href="https://arxiv.org/abs/2409.08926">ClearDepth: Efficient stereo perception of transparent objects for robotic manipulation</a>. arXiv:2409.08926, 2024. |
| 02/19/24 | HCR | H | Tuming Yuan, Jiancheng Hu, ShuangJiang Ou, Weijia Yang, and Yafang Hei. <a href="https://doi.org/10.1016/j.imavis.2024.105074">Hourglass cascaded recurrent stereo matching network</a>. Image and Vision Computing, 2024. <a href="https://github.com/truman1211/HCRnet">Code</a>. |
| 01/31/24 | HART | F | Ziyang Chen, Wenting Li, Yongjun Zhang, Bingshu Wang, Yabo Wu, Yong Zhao, and C. L. Philip Chen. <a href="https://arxiv.org/pdf/2501.01023">Hadamard attention recurrent transformer: A strong baseline for stereo matching transformer</a>. arXiv:2501.01023, 2025. <a href="https://github.com/ZYangChen/HART">Code</a>. |
| 01/08/24 | GINet | H | Aixin Chong, Hui Yin, Qianqian Du, Yanting Liu, and Ming Han. <a href="https://dl.acm.org/doi/10.1016/j.patcog.2025.111397">Gradual interaction network for stereo matching</a>. Pattern Recognition, 2025. |
| 01/08/24 | DualNet | H | Yun Wang, Jiahao Zheng, Chenghao Zhang, Zhanjie Zhang, Kunhong Li, Yongjian Zhang, and Junjie Hu. <a href="https://ojs.aaai.org/index.php/AAAI/article/view/32882">DualNet: Robust self-supervised stereo matching with pseudo-label supervision</a>. AAAI 2025. |
| 12/31/23 | H-CENST | Q | Muhammad Nazmi Zainal Azali, Rostam Affendi Hamzah, and Zarina Mohd Noh. <a href="https://ieeexplore.ieee.org/abstract/document/10106746">Disparity map algorithm using census transform and hierarchical segment-tree from stereo image</a>. ETIC 2022. |
| 12/08/23 | 4D-IteraStereo | H | GongBen Han, Shuo Shan, YinHui Xu, KanJian Zhang, and HaiKun Wei. <a href="https://iopscience.iop.org/article/10.1088/1361-6501/adc623">4D-IteraStereo: stereo matching via 4D cost volume aggregation and iterative optimization</a>. Measurement Science and Technology, 2025. |
| 11/14/23 | Selective-IGEV | F | Xianqi Wang, Gangwei Xu, Hao Jia, and Xin Yang. <a href="https://openaccess.thecvf.com/content/CVPR2024/papers/Wang_Selective-Stereo_Adaptive_Frequency_Information_Selection_for_Stereo_Matching_CVPR_2024_paper.pdf">Selective-Stereo: Adaptive frequency information selection for stereo matching</a>. CVPR 2024. <a href="https://github.com/Windsrain/Selective-Stereo">Code</a>. |
| 10/30/23 | LoS | F | Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, and Yulan Guo. <a href="https://openaccess.thecvf.com/content/CVPR2024/papers/Li_LoS_Local_Structure-Guided_Stereo_Matching_CVPR_2024_paper.pdf">LoS: Local structure-guided stereo matching</a>. CVPR 2024. |
| 10/09/23 | EGLCR-Stereo | F | Zhien Dai, Zhaohui Tang, Hu Zhang, Can Tian, Mingjun Pan, and Yongfang Xie. <a href="https://dl.acm.org/doi/10.1145/3664647.3681372">Eglcr: Edge structure guidance and scale adaptive attention for iterative stereo matching</a>. ACMMM 2024. <a href="https://github.com/kangarooCV/Eglcr">Code</a>. |
| 09/27/23 | FM-DT | Q | Madiha Zahari, Rostam Affendi Hamzah, Nurulfajar Abd Manap, and Adi Irwan Herman. <a href="https://doi.org/10.11591/eei.v12i1.4122">Stereo matching algorithm for autonomous vehicle navigation using integrated matching cost and non-local aggregation</a>. Bulletin of Electrical Engineering and Informatics, 2023. |
| 08/13/23 | Any-RAFT | F | Zhaohuai Liang and Changhe Li. <a href="https://ojs.aaai.org/index.php/AAAI/article/view/28119">Any-Stereo: Arbitrary scale disparity estimation for iterative stereo matching</a>. AAAI 2024. <a href="https://github.com/Zhaohuai-L/Any-Stereo">Code</a>. |
| 08/10/23 | CroCo-Stereo | F | Philippe Weinzaepfel, Thomas Lucas, Vincent Leroy, Yohann Cabon, Vaibhav Arora, Romain Bregier, Gabriela Csurka, Leonid Antsfeld, Boris Chidlovskii, and Jerome Revaud. <a href="https://github.com/naver/croco">CroCo v2: Improved cross-view completion pre-training for stereo matching and optical Flow</a>. ICCV 2023. <a href="https://github.com/naver/croco">Code</a>. |
| 06/22/23 | IGEV-Stereo | F | Gangwei Xu, Xianqi Wang, Xiaohuan Ding, and Xin Yang. <a href="https://openaccess.thecvf.com/content/CVPR2023/papers/Xu_Iterative_Geometry_Encoding_Volume_for_Stereo_Matching_CVPR_2023_paper.pdf">Iterative Geometry Encoding Volume for Stereo Matching</a>. CVPR 2023. <a href="https://github.com/gangweiX/IGEV">Code</a>. |
| 06/10/23 | SSVM-CFPMF | H | Peng Yao, Haiwei Sang, and Xu Cheng. <a href="https://link.springer.com/article/10.1007/s00371-024-03406-2">Structured support vector machine with coarse-to-fine PatchMatch filtering for stereo matching</a>. The Visual Computer, 2024. |
| 04/28/23 | ADStereo | H | Yun Wang, Kunhong Li, Longguang Wang, Junjie Hu, Dapeng Oliver Wu, and Yulan Guo. <a href="https://ieeexplore.ieee.org/document/10890914">ADStereo: Efficient stereo matching with adaptive downsampling and disparity alignment</a>. IEEE TIP, 2025. <a href="https://github.com/cocowy1/ADStereo">Code</a>. |
| 04/19/23 | DMCANet | H | Kai Zeng, Hui Zhang, Wei Wang, Yaonan Wang, and Jianxu Mao. <a href="https://ieeexplore.ieee.org/document/10239529">Deep stereo network with MRF-based cost aggregation</a>. IEEE TCSVT, 2024. |
| 03/08/23 | GOAT18 | H | Zihua Liu, Yizhou Li, and Masatoshi Okutomi. <a href="https://openaccess.thecvf.com/content/WACV2024/papers/Liu_Global_Occlusion-Aware_Transformer_for_Robust_Stereo_Matching_WACV_2024_paper.pdf">Global occlusion-aware transformer for robust stereo matching</a>. WACV 2024. <a href="https://github.com/Magicboomliu/GOAT">Code</a>. |
| 03/07/23 | PCVNet | H | Jiaxi Zeng, Chengtang Yao, Lidong Yu, Yuwei Wu, and Yunde Jia. <a href="https://openaccess.thecvf.com/content/ICCV2023/papers/Zeng_Parameterized_Cost_Volume_for_Stereo_Matching_ICCV_2023_paper.pdf">Parameterized cost volume for stereo matching</a>. ICCV 2023. <a href="https://github.com/jiaxiZeng/Parameterized-Cost-Volume-for-Stereo-Matching">Code</a>. |
| 12/06/22 | Ct-Net | H | Yuanwei Bi, Chuanbiao Li, Xiangrong Tong, Guohui Wang, and Haiwei Sun. <a href="https://www.nature.com/articles/s41598-023-39964-z">An application of stereo matching algorithm based on transfer learning on robots in multiple scenes</a>. Scientific Reports, 2023. |
| 12/02/22 | GANet+ADL | H | Peng Xu, Zhiyu Xiang, Chengyu Qiao, Jingyun Fu, and Tianyu Pu. <a href="https://openaccess.thecvf.com/content/CVPR2024/papers/Xu_Adaptive_Multi-Modal_Cross-Entropy_Loss_for_Stereo_Matching_CVPR_2024_paper.pdf">Adaptive multi-modal cross-entropy loss for stereo matching</a>. CVPR 2024. |
| 11/11/22 | ICVP | H | Oh-Hun Kwon and Eduard Zell. <a href="https://ieeexplore.ieee.org/document/10222247">Image-coupled volume propagation for stereo matching</a>. ICIP 2023. |
| 11/10/22 | DLNR | F | Haoliang Zhao, Huizhou Zhou, Yongjun Zhang, Jie Chen, Yitong Yang, and Yong Zhao. <a href="https://openaccess.thecvf.com/content/CVPR2023/papers/Zhao_High-Frequency_Stereo_Matching_Network_CVPR_2023_paper.pdf">High-frequency Stereo Matching Network</a>. CVPR 2023. <a href="https://github.com/David-Zhao-1997/High-frequency-Stereo-Matching-Network">Code</a>. |
| 10/26/22 | DCANet | H | Yun Wang, Longguang Wang, Kunhong Li, Yongjian Zhang, Dapeng Oliver Wu, and Yulan Guo. <a href="https://ieeexplore.ieee.org/document/10750250">Cost volume aggregation in stereo matching revisited: A disparity classification perspective</a>. IEEE TIP, 2024. |
| 10/16/22 | LMCR-Stereo | F | Ziyu Zhong, Xiuze Yang, Xiubian Pan, Wei Guan, Ke Liang, Jing Li, Xiaolan Liao, and Shuo Wang. <a href="https://doi.org/10.1038/s41598-024-57321-6">An efficient and accurate multi-level cascaded recurrent network for stereo matching</a>. Scientific Reports, 2024. |
| 10/08/22 | MANet | H | Xiaowei Yang, Lin He, Yong Zhao, Haiwei Sang, Zu Liu Yang, and Xian Jing Cheng. <a href="https://ieeexplore.ieee.org/document/9120049">Multi-attention network for stereo matching</a>. IEEE Access, vol. 8, 2020. |
| 10/07/22 | GwcSlice | H | Han Li, Guohua Gou, Hao Zhang, Xuanhao Wang, Yang Ye, and Haigang Sui. <a href="https://doi.org/10.1117/1.JEI.33.6.063051">Adaptive slice stereo matching network</a>. Journal of Electronic Imaging, 2024. |
| 10/03/22 | iRaftStereo_RVC | H | Hualie Jiang. An improved RaftStereo trained with multiple mixed datasets for Robust Vision Challenge. <a href="http://www.robustvision.net/leaderboard.php?benchmark=stereo">RVC 2022</a> entry. |
| 10/03/22 | GEStereo_RVC | F | Antyanta Bangunharcana. GEStereo_RVC. <a href="http://www.robustvision.net/leaderboard.php?benchmark=stereo">RVC 2022</a> entry. |
| 10/03/22 | CroCo_RVC | F | Philippe Weinzaepfel, Vincent Leroy, Thomas Lucas, Romain Bregier, Yohann Cabon, Vaibhav Arora, Leonid Antsfeld, Boris Chidlovskii, Gabriela Csurka, and Jerome Revaud. <a href="https://openreview.net/pdf?id=wZEfHUM5ri">CroCo: Self-supervised pretraining for 3D vision tasks by cross-view completion</a>. NeurIPS 2022; <a href="http://www.robustvision.net/leaderboard.php?benchmark=stereo">RVC 2022</a> entry. <a href="https://github.com/naver/croco">Code</a>. |
| 10/03/22 | raft+_RVC | F | Zhelun Shen. Raftstereo+ for Robust Vision Challenge 2022. <a href="http://www.robustvision.net/leaderboard.php?benchmark=stereo">RVC 2022</a> entry. |
| 10/02/22 | MaskLacGwcNet_RVC | H | Zhibo Rao. MaskLacGwcNet_RVC. <a href="http://www.robustvision.net/leaderboard.php?benchmark=stereo">RVC 2022</a> entry. |
| 10/02/22 | CREStereo++_RVC | F | Junpeng Jing and Jiankun Li. CREStereo++_RVC: Cascaded recurrent network for robust stereo matching. <a href="http://www.robustvision.net/leaderboard.php?benchmark=stereo">RVC 2022</a> entry. |
| 09/27/22 | FCDSN-DC | H | Dominik Hirner and Friedrich Fraundorfer. <a href="https://github.com/thedodo/FCDSN-DC">FCDSN-DC: An accurate and lightweight convolutional neural network for stereo estimation with depth completion</a>. ICPR 2022. |
| 09/20/22 | LWNet | H | Xiaowei Yang, Yong Zhao, Zhiguo Feng, Haiwei Sang, Zhenbo Zhang, Guiying Zhang, and Lin He. <a href="https://doi.org/10.1049/ipr2.12756">A light-weight stereo matching network based on multi-scale features fusion and robust disparity refinement</a>. IET Image Processing, 2023. |
| 09/01/22 | GMStereo | F | Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, and Andreas Geiger. <a href="https://haofeixu.github.io/unimatch/">Unifying flow, stereo and depth estimation</a>. TPAMI, 2023. <a href="https://github.com/autonomousvision/unimatch">Code</a>. |
| 08/29/22 | MCP-HA-VQ | Q | A. F. Kadmin, R. A. Hamzah, M. N. Abd Manap, M. S. Hamid, and T. F. Tg. Wook. <a href="https://ijeecs.iaescore.com/index.php/IJEECS/article/view/24618">Local stereo matching algorithm using modified dynamic cost computation</a>. IJEECS 22(3), 2022. |
| 08/09/22 | issga | H | Pengxiang Li, Chengtang Yao, Yunde Jia, and Yuwei Wu. <a href="https://ieeexplore.ieee.org/document/10663688">Inter-scale similarity guided cost aggregation for stereo matching</a>. IEEE Transactions on Circuits and Systems for Video Technology, 2025. |
| 08/08/22 | UCFNet_RVC | H | Zhelun Shen, Xibin Song, Yuchao Dai, Dingfu Zhou, Zhibo Rao, and Liangjun Zhang. <a href="https://ieeexplore.ieee.org/document/10223424">Digging into uncertainty-based pseudo-label for robust stereo matching</a>. TPAMI, 2023. |
| 08/05/22 | RDNet | H | Xiaowei Yang, Zhiguo Feng, Yong Zhao, Guiying Zhang, and Lin He. <a href="https://www.sciencedirect.com/science/article/pii/S0262885621002419">Edge supervision and multi-scale cost volume for stereo matching</a>. Image and Vision Computing, Volume 117, January 2022, 104336. |
| 06/13/22 | EAI-Stereo | F | Haoliang Zhao, Huizhou Zhou, Yongjun Zhang, Yong Zhao, Yitong Yang, and Ting Ouyang. <a href="https://openaccess.thecvf.com/content/ACCV2022/papers/Zhao_EAI-Stereo_Error_Aware_Iterative_Network_for_Stereo_Matching_ACCV_2022_paper.pdf">EAI-Stereo: Error aware iterative network for stereo matching</a>. ACCV 2022. |
| 05/25/22 | LSMSW | H | Chao He, Ming Li, Congxuan Zhang, Peilong Zhong, Zhongkai Zhou, and Junjie Wu. <a href="https://doi.org/10.1016/j.ijleo.2023.171145">Local stereo matching with side window</a>. Optik, 2023. |
| 04/11/22 | Z2ZNCC | Q | Qiong Chang et al. <a href="https://www.sciencedirect.com/science/article/abs/pii/S138376212100254X">Efficient stereo matching on embedded GPUs with zero-means cross correlation</a>. Journal of Systems Architecture, 2022. |
| 02/28/22 | CSTR | H | Weiyu Guo, Zhaoshuo Li, Yongkui Yang, Zheng Wang, Russell H. Taylor, Mathias Unberath, Alan Yuille, and Yingwei Li. <a href="https://www.ecva.net/papers/eccv_2022/papers_ECCV/papers/136920263.pdf">Context-enhanced stereo transformer</a>. ECCV 2022. <a href="https://github.com/guoweiyu/Context-Enhanced-Stereo-Transformer">Code</a>. |
| 01/27/22 | UPFNet | H | Qibo Chen, Baozhen Ge, and Jianing Quan. <a href="https://ieeexplore.ieee.org/document/10172044">Unambiguous pyramid cost volumes fusion for stereo matching</a>. IEEE TCSVT, 2024. |
| 11/22/21 | Gwc_CoAtRS | H | Junda Cheng, Gangwei Xu, Peng Guo, and Xin Yang. <a href="https://link.springer.com/article/10.1007/s11263-023-01872-0">Coatrsnet: Fully exploiting convolution and attention for stereo matching by region separation</a>. IJCV, 2023. |
| 11/21/21 | FENet | H | Shenglun Chen, Hong Zhang, Baoli Sun, Haojie Li, Xinchen Ye, and Zhihui Wang. <a href="https://doi.org/10.1016/j.imavis.2022.104614">Feature enhancement network for stereo matching</a>. Image and Vision Computing, 2023. |
| 11/10/21 | CREStereo | F | Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, and Shuaicheng Liu. <a href="https://openaccess.thecvf.com/content/CVPR2022/papers/Li_Practical_Stereo_Matching_via_Cascaded_Recurrent_Network_With_Adaptive_Correlation_CVPR_2022_paper.pdf">Practical stereo matching via cascaded recurrent network with adaptive correlation</a>. CVPR 2022. <a href="https://github.com/megvii-research/CREStereo">Code</a>. |
| 10/17/21 | ACVNet | H | Gangwei Xu, Junda Cheng, Peng Guo, and Xin Yang. <a href="https://openaccess.thecvf.com/content/CVPR2022/papers/Xu_Attention_Concatenation_Volume_for_Accurate_and_Efficient_Stereo_Matching_CVPR_2022_paper.pdf">Attention concatenation volume for accurate and efficient stereo matching</a>. CVPR 2022. |
| 09/20/21 | GANet-RSSM | H | Junda Cheng, Xin Yang, Yuechuan Pu, and Peng Guo. <a href="https://ieeexplore.ieee.org/document/9797840">Region separable stereo matching</a>. IEEE Transactions on Multimedia, 2023. |
| 08/24/21 | MMStereo | F | Krishna Shankar, Mark Tjersland, Jeremy Ma, Kevin Stone, and Max Bajracharya. <a href="https://ieeexplore.ieee.org/document/9684954">A learned stereo depth system for robotic manipulation in homes</a>. IEEE Robotics and Automation Letters, 2022. |
| 07/27/21 | RAFT-Stereo | F | Lahav Lipson, Zachary Teed, and Jia Deng. <a href="https://arxiv.org/abs/2109.07547">RAFT-Stereo: Multilevel recurrent field transforms for stereo matching</a>. 3DV 2021. <a href="https://github.com/princeton-vl/RAFT-Stereo">Code</a>. |
| 07/24/21 | HBP_ISP | H | Tingman Yan, Xilian Yang, Genke Yang, and Qunfei Zhao. <a href="https://ieeexplore.ieee.org/document/10198437">Hierarchical belief propagation on image segmentation pyramid</a>. IEEE TIP 2023. <a href="https://github.com/TingmanYan/HBP-ISP">Code</a>. |
| 07/14/21 | MFN_USFDSRVC | H | Zhengyu Huang, Theodore Norris, and Panqu Wang. <a href="https://arxiv.org/pdf/2103.03922.pdf">ES-Net: An efficient stereo matching network</a>. arXiv:2103.03922, 2021. |
| 06/11/21 | R3DCNN | H | Rongcheng Wu, Changming Sun, Zhaoying Liu, and Arcot Sowmya. <a href="https://ieeexplore.ieee.org/document/9647104">Deep learning based stereo cost aggregation on a small dataset</a>. DICTA 2021. |
| 06/10/21 | ReS2tAC | Q | Boitumelo Ruf, Jonas Mohrs, Martin Weinmann, Stefan Hinz, and Jürgen Beyerer. <a href="https://www.mdpi.com/1424-8220/21/11/3938">ReS2tAC - UAV-borne real-time SGM stereo optimized for embedded ARM and CUDA devices</a>. MDPI Sensors 21(11), 2021. |
| 06/07/21 | FADNet++ | Q | Qiang Wang, Shaohuai Shi, Shizhen Zheng, Kaiyong Zhao, and Xiaowen Chu. <a href="https://arxiv.org/abs/2110.02582">FADNet++: Real-time disparity estimation by configurable network structure</a>. arXiv:2110.02582, 2021. <a href="https://github.com/HKBU-HPML/FADNet-PP">Code</a>. |
| 06/02/21 | FADNet_RVC | H | Qiang Wang, Shaohuai Shi, Shizhen Zheng, Kaiyong Zhao, and Xiaowen Chu. <a href="https://ieeexplore.ieee.org/document/9197031">FADNet: A fast and accurate network for disparity estimation</a>. ICRA 2020. <a href="https://github.com/HKBU-HPML/FADNet">Code</a>. |
| 05/10/21 | ADSG | Q | Hao Liu, Hanlong Zhang, Xiaoxi Nie, Wei He, Dong Luo, Guohua Jiao and Wei Chen. <a href="https://ieeexplore.ieee.org/document/9517511">Stereo matching algorithm based on two-phase adaptive optimization of AD-census and gradient fusion</a>. IEEE RCAR 2021. |
| 04/22/21 | LESC | H | Xianjing Cheng, Yong Zhao, Wenbang Yang, Zhijun Hu, Xiaomin Yu, Haiwei Sang, and Guiying Zhang. <a href="https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/ipr2.12361">Superpixel cut-based local expansion for accurate stereo matching</a>. IET Image Processing, 2021. |
| 03/05/21 | LocalExp-RC | H | Haiwei Sang, Zuliu Yang, Yong Xu, Xianjing Cheng, Weicheng Xiong, and Yong Zhao. <a href="https://doi.org/10.1117/1.JEI.31.1.013020">Local expansion moves for stereo matching based on random sample consensus confidence</a>. Journal of Electronic Imaging, 2022. |
| 03/05/21 | ORStereo | F | Yaoyu Hu, Wenshan Wang, Huai Yu, Weikun Zhen, and Sebastian Scherer. <a href="http://theairlab.org/orstereo">ORStereo: Occlusion-aware recurrent stereo matching for 4K-resolution images</a>. arXiv:2103.07798, 2021. |
| 12/24/20 | ACR-GIF-OW | Q | Lingyin Kong, Jiangping Zhu, and Sancong Ying. <a href="https://pdfs.semanticscholar.org/99e7/4a98a0de35d5939eebcca970166ccd9becdb.pdf">Local stereo matching using adaptive cross-region based guided image filtering with orthogonal weights</a>. Mathematical Problems in Engineering, 2021. |
| 12/23/20 | SLCCF | H | Peng Yao and Jieqing Feng. <a href="https://www.sciencedirect.com/science/article/abs/pii/S1047320321001097">Stacking learning with coalesced cost filtering for accurate stereo matching</a>. Journal of Visual Communication and Image Representation 2021. |
| 11/25/20 | LPSC | H | Xianjing Cheng, Yong Zhao, Raja Soosaimarian Peter Raj, Zhijun Hu, Xiaomin Yu, and Wenbang Yang. <a href="https://www.scielo.br/j/babt/a/58BqF94vzv9z5vH6WFyCYCs/">Local PatchMatch based on superpixel cut for efficient high-resolution stereo matching</a>. BABT (Brazilian Archives of Biology and Technology), 2022. |
| 11/21/20 | DecStereo | F | Chengtang Yao, Yunde Jia, Huijun Di, Pengxiang Li, and Yuwei Wu. <a href="https://openaccess.thecvf.com/content/CVPR2021/papers/Yao_A_Decomposition_Model_for_Stereo_Matching_CVPR_2021_paper.pdf">A decomposition model for stereo matching</a>. CVPR 2021. |
| 11/16/20 | SSCasStereo | H | Ju He, Enyu Zhou, Liusheng Sun, Fei Lei, Chenyang Liu, and Wenxiu Sun. <a href="https://arxiv.org/pdf/2101.10811">Semi-synthesis: a fast way to produce effective datasets for stereo matching</a>. arXiv:2101.10811, 2021. |
| 11/12/20 | UnDAF-GANet | H | Hengli Wang, Rui Fan, Peide Cai, Ming Liu, and Lujia Wang. <a href="https://ieeexplore.ieee.org/document/9811811">UnDAF: A general unsupervised domain adaptation framework for disparity or optical flow estimation</a>. ICRA 2022. |
| 11/12/20 | RLStereo | H | Menglong Yang, Fangrui Wu, and Wei Li. <a href="https://ieeexplore.ieee.org/document/9614986">RLStereo: Real-time stereo matching based on reinforcement learning</a>. IEEE TIP, 2021. |
| 11/10/20 | FC-DCNN | H | Dominik Hirner. <a href="https://github.com/thedodo/fc-dcnn2">FC-DCNN: A densely connected neural network for stereo estimation</a>. ICPR 2020. |
| 10/28/20 | HITNet | H | Vladimir Tankovich, Christian Häne, Yinda Zhang, Adarsh Kowdle, Sean Fanello, and Sofien Bouaziz. <a href="https://arxiv.org/abs/2007.12140">HITNet: Hierarchical iterative tile refinement network for real-time stereo matching</a>. CVPR 2021. |
| 09/09/20 | AdaStereo | F | Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Zhe Wang, and Jianping Shi. <a href="https://arxiv.org/pdf/2004.04627.pdf">AdaStereo: A simple and efficient approach for adaptive stereo matching</a>. CVPR 2021. |
| 09/03/20 | LPSM | Q | Chenglong Xu, Chengdong Wu, Daokui Qu, Fang Xu, Haibo Sun, and Jilai Song. <a href="https://ieeexplore.ieee.org/document/9294069">Accurate and efficient stereo matching by log-angle and pyramid-tree</a>. IEEE TCSVT, 2021. |
| 08/12/20 | CFNet_RVC | H | Zhelun Shen, Yuchao Dai, and Zhibo Rao. <a href="https://openaccess.thecvf.com/content/CVPR2021/papers/Shen_CFNet_Cascade_and_Fused_Cost_Volume_for_Robust_Stereo_Matching_CVPR_2021_paper.pdf">CFNet: Cascade and fused cost volume for robust stereo matching</a>. CVPR 2021. <a href="https://github.com/gallenszl/CFNet">Code</a>. |
| 08/12/20 | NLCA_NET_v2_RVC | H | Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He. <a href="https://doi.org/10.1017/ATSIP.2020.16">NLCA-Net: A non-local context attention network for stereo matching</a>. APSIPA Transactions on Signal and Information Processing, 2020. RVC 2020 entry. |
| 08/10/20 | CVANet_RVC | Q | Haoyu Ren. Cost-volume attention network. RVC 2020 entry. |
| 07/21/20 | AANet_RVC | H | Haofei Xu and Juyong Zhang. <a href="https://github.com/haofeixu/aanet">AANet: Adaptive aggregation network for efficient stereo matching</a>. CVPR 2020. RVC 2020 entry. |
| 07/17/20 | GANetREF_RVC | H | GA-Net reference entry as baseline for <a href="http://www.robustvision.net/">RVC 2020</a>. Original reference: Feihu Zhang, Victor Prisacariu, Ruigang Yang, and Philip Torr. <a href="https://github.com/feihuzhang/GANet">GA-Net: Guided Aggregation Net for End-to-end Stereo Matching</a>. CVPR 2019. |
| 07/16/20 | HLocalExp-CM | H | Xianjing Cheng and Yong Zhao. HLocalExp-CM: Confidence map by hierarchical local expansion moves for stereo matching. To appear in Journal of Electronic Imaging, 2022. |
| 06/08/20 | MANE | H | Hector Vazquez, Madain Perez, Abiel Aguilar, Miguel Arias, Marco Palacios, Antonio Perez, Jose Camas, and Sabino Trujillo. <a href="https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/cvi2.12031">Real-time multi-window stereo matching algorithm with fuzzy logic</a>. IET Computer Vision, 2021. |
| 05/28/20 | RTSMNet | H | Yun Xie, Shaowu Zheng, and Weihua Li. <a href="https://ieeexplore.ieee.org/document/9224149">Feature-guided spatial attention upsampling for real-time stereo matching</a>. IEEE MultiMedia, 2021. |
| 05/28/20 | LEAStereo | H | Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Yuchao Dai, Xiaojun Chang, Hongdong Li, Tom Drummond, Zongyuan Ge. <a href="https://proceedings.neurips.cc/paper/2020/hash/fc146be0b230d7e0a92e66a6114b840d-Abstract.html">Hierarchical neural architecture search for deep stereo matching</a>. NeurIPS 2020. |
| 05/20/20 | AANet++ | H | Haofei Xu and Juyong Zhang. <a href="https://github.com/haofeixu/aanet">AANet: Adaptive aggregation network for efficient stereo matching</a>. CVPR 2020. |
| 05/19/20 | SUWNet | Q | Haoyu Ren, Mostafa El-Khamy, and Jungwon Lee. Stereo disparity estimation via joint supervised, unsupervised, and weakly supervised learning. ICIP 2020. |
| 05/14/20 | SRM | H | James Okae, Juan Du, and Yueming Hu. <a href="https://link.springer.com/article/10.1007/s11768-020-00014-y">Robust statistical approach to stereo disparity map denoising and refinement</a>. Control Theory and Technology, 2020. |
| 03/13/20 | MTS | F | Rafael Brandt, Nicola Strisciuglio, Nicolai Petkov, and Michael Wilkinson. <a href="https://www.sciencedirect.com/science/article/pii/S0167865520300581">Efficient binocular stereo correspondence matching with 1-D max-trees</a>. Pattern Recognition Letters 2020. |
| 02/25/20 | SGBMP | F | Yaoyu Hu, Weikun Zhen, and Sebastian Scherer. <a href="https://arxiv.org/abs/1912.05012">Deep-learning assisted high-resolution binocular stereo depth reconstruction</a>. ICRA 2020. |
| 02/20/20 | CRAR | H | Linghua Zeng and Xinmei Tian. <a href="https://dl.acm.org/doi/10.1145/3488719">CRAR: Accelerating stereo matching with cascaded regression and adaptive refinement</a>. ACM TOMM, 2022. |
| 02/08/20 | CasStereo | H | Xiaodong Gu, Zhiwen Fan, Siyu Zhu, Zuozhuo Dai, Feitong Tan, and Ping Tan. <a href="https://openaccess.thecvf.com/content_CVPR_2020/papers/Gu_Cascade_Cost_Volume_for_High-Resolution_Multi-View_Stereo_and_Stereo_Matching_CVPR_2020_paper.pdf">Cascade cost volume for high-resolution multi-view stereo and stereo matching</a>. CVPR 2020. |
| 01/07/20 | ADSR_GIF | Q | Lingyin Kong, Jiangping Zhu, and Sancong Ying. <a href="https://www.researching.cn/articles/OJ9b5c9e339a4dc8d2">Stereo matching based on guidance image and adaptive support region</a>. Acta Optica Sinica, 2020. |
| 01/05/20 | MTS2 | F | Rafael Brandt, Nicola Strisciuglio, and Nicolai Petkov. <a href="https://arxiv.org/abs/2006.15373">MTStereo 2.0: Improved accuracy of stereo depth estimation</a>. arXiv:2006.15373, 2020. |
| 01/03/20 | PPEP-GF | Q | Yuli Fu, Kaimin Lai, Weixiang Chen, and Youjun Xiang. <a href="https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/ipr2.12071">A pixel pair based encoding pattern for stereo matching via an adaptively weighted cost</a>. IET Image Processing, 2020. |
| 12/30/19 | F-GDGIF | H | Weimin Yuan, Cai Meng, Xiaoyan Tong, and Zhaoxi Li. <a href="https://www.sciencedirect.com/science/article/pii/S0923596521001181">Efficient local stereo matching algorithm based on fast gradient domain guided image filtering</a>. Signal Processing: Image Communication, 2021. |
| 12/19/19 | CRLE | H | Huaiyuan Xu, Xiaodong Chen, Haitao Liang, Siyu Ren, Yi Wang, and Huaiyu Cai. <a href="https://ieeexplore.ieee.org/document/9055027">CrossPatch-based rolling label expansion for dense stereo matching</a>. IEEE Access, 2020. |
| 11/15/19 | SPPSMNet | F | Fengting Yang, Qian Sun, Hailin Jin, and Zihan Zhou. <a href="https://openaccess.thecvf.com/content_CVPR_2020/papers/Yang_Superpixel_Segmentation_With_Fully_Convolutional_Networks_CVPR_2020_paper.pdf">Superpixel segmentation with fully convolutional networks</a>. CVPR 2020. |
| 11/14/19 | HSM-Smooth-Occ | F | Jialiang Wang, Varun Jampani, Deqing Sun, Charles Loop, Stan Birchfield, and Jan Kautz. <a href="https://arxiv.org/pdf/2008.11098.pdf">Improving deep stereo network generalization with geometric priors</a>. arXiv:2008.11098, 2020. |
| 11/11/19 | CACA-Net | Q | Chengtang Yao, Yunde Jia, Huijun Di, Yuwei Wu, and Lidong Yu. <a href="https://arxiv.org/pdf/2006.03209.pdf">Content-aware inter-scale cost aggregation for stereo matching</a>. arXiv:2006.03209, 2020. |
| 11/07/19 | LBPS | H | Patrick Knöbelreiter, Christian Sormann, Alexander Shekhovtsov, Friedrich Fraundorfer, and Thomas Pock. <a href="https://openaccess.thecvf.com/content_CVPR_2020/papers/Knobelreiter_Belief_Propagation_Reloaded_Learning_BP-Layers_for_Labeling_Problems_CVPR_2020_paper.pdf">Belief propagation reloaded: Learning BP layers for dense prediction tasks</a>. CVPR 2020. <a href="https://github.com/VLOGroup/bp-layers">Code</a>. |
| 07/26/19 | EdgeStereo | F | Xiao Song, Xu Zhao, Liangji Fang, and Hanwen Hu. <a href="https://arxiv.org/pdf/1903.01700.pdf">Edgestereo: An effective multi-task learning network for stereo matching and edge detection</a>. To appear in IJCV 2019. |
| 06/26/19 | DeepPruner_ROB | Q | Shivam Duggal, Shenlong Wang, Wei-Chiu Ma, Rui Hu, and Raquel Urtasun. <a href="http://openaccess.thecvf.com/content_ICCV_2019/papers/Duggal_DeepPruner_Learning_Efficient_Stereo_Matching_via_Differentiable_PatchMatch_ICCV_2019_paper.pdf">DeepPruner: Learning efficient stereo matching via differentiable PatchMatch</a>. ICCV 2019. <a href="https://github.com/uber-research/DeepPruner">Code</a>. |
| 05/15/19 | PSMNet_2000 | H | Wei Bao, Wei Wang, Yuhua Xu, Yulan Guo, Siyu Hong, and Xiaohu Zhang. <a href="https://link.springer.com/article/10.1007/s11432-019-2803-x">InStereo2K: a large real dataset for stereo matching in indoor scenes</a>. Science China Information Sciences, 2020. <a href="https://github.com/YuhuaXu/StereoDataset">Dataset</a>. |
| 05/13/19 | VN | H | Patrick Knöbelreiter and Thomas Pock. <a href="https://arxiv.org/pdf/1907.13391.pdf">Learned collaborative stereo refinement</a>. GCPR 2019. |
| 05/10/19 | tMGM-16 | F | Sonali Patil, Tanmay Prakash, Bharath Comandur, and Avinash Kak. <a href="https://arxiv.org/pdf/1911.09800.pdf">A comparative evaluation of SGM variants (including a new variant, tMGM) for dense stereo matching</a>. arXiv:1911.09800, 2019. |
| 04/12/19 | TCSCSM | H | Chunbo Cheng, Hong Li, and Liming Zhang. <a href="https://www.worldscientific.com/doi/abs/10.1142/S0219691320500605">An unsupervised stereo matching cost based on sparse representation</a>. International Journal of Wavelets, Multiresolution and Information Processing, 2021. |
| 03/10/19 | 3DMST-CM | H | Yuhao Xiao, Dingding Xu, Guijin Wang, Xiaowei Hu, Yongbing Zhang, Xiangyang Ji, and Li Zhang. <a href="https://dl.acm.org/doi/abs/10.1007/978-3-030-41404-7_25">Confidence map based 3D cost aggregation with multiple minimum spanning trees for stereo matching</a>. ACPR 2019. |
| 03/07/19 | SM-AWP | Q | Siti Safwana Abd Razak, Mohd Azlishah Othman, and Ahmad Fauzan Kadmin. <a href="https://www.ijeat.org/wp-content/uploads/papers/v8i3/C5839028319.pdf">The effect of adaptive weighted bilateral filter on stereo matching algorithm</a>. International Journal of Engineering and Advanced Technology(IJEAT) 8(3) 2019, C5839028319. |
| 02/15/19 | DAWA-F | H | Julia Navarro and Antoni Buades. <a href="https://www.sciencedirect.com/science/article/pii/S0262885619301040">Semi-dense and robust image registration by shift adapted weighted aggregation and variational completion</a>. Image and Vision Computing, 2019. |
| 02/05/19 | AMNet | Q | Xianzhi Du, Mostafa El-Khamy, and Jungwon Lee. <a href="https://arxiv.org/pdf/1904.09099.pdf">AMNet: Deep atrous multiscale stereo disparity estimation networks</a>. arXiv:1904.09099, 2019. |
| 01/17/19 | FASW | Q | Wenhuan Wu, Hong Zhu, Shunyuan Yu, and Jing Shi. <a href="https://ieeexplore.ieee.org/document/8712528">Stereo matching with fusing adaptive support weights</a>. IEEE Access 7:61960-61974, 2019. |
| 01/12/19 | EHCI_net | H | Run Wang. <a href="https://github.com/rainwang1995/MasterThesis">An end to end network for stereo matching using exploiting hierarchical context information</a>. Master's thesis, HUST, 2019. |
| 12/18/18 | MCV-MFC | H | Zhengfa Liang, Yulan Guo, Yiliu Feng, Wei Chen, Linbo Qiao, Li Zhou, Jianfeng Zhang, and Hengzhu Liu. <a href="https://doi.org/10.1109/TPAMI.2019.2928550">Stereo matching using multi-level cost volume and multi-scale feature constancy</a>. PAMI 2019. |
| 11/29/18 | MSFNetA | H | Kyung-Rae Kim, Yeong Jun Koh, and Chang-Su Kim. <a href="http://mcl.korea.ac.kr/krkim_access2018/">Multiscale feature extractors for stereo matching cost computation</a>. IEEE Access 6:27971-27983, 2018. |
| 11/12/18 | MBM | H | Qiong Chang and Tsutomu Maruyama. <a href="https://ieeexplore.ieee.org/abstract/document/8419688">Real-time stereo vision system: a multi-block matching on GPU</a>. IEEE Access 6:27971-27983, 2018. |
| 11/08/18 | HSM-Net_RVC | F | Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan. <a href="http://openaccess.thecvf.com/content_CVPR_2019/papers/Yang_Hierarchical_Deep_Stereo_Matching_on_High-Resolution_Images_CVPR_2019_paper.pdf">Hierarchical deep stereo matching on high-resolution images</a>. CVPR 2019. <a href="https://github.com/gengshan-y/high-res-stereo">Code.</a> Also in RVC 2020. |
| 11/07/18 | IEBIMst | H | Chao He, Congxuan Zhang, Zhen Chen, and Shaofeng Jiang. <a href="https://doi.org/10.1109/CISP-BMEI.2017.8302008">Minimum spanning tree based stereo matching using image edge and brightness information</a>. CISP-BMEI 2017. |
| 10/30/18 | iResNet | H | Zhengfa Liang, Yiliu Feng, Yulan Guo, Hengzhu Liu, Wei Chen, Linbo Qiao, Li Zhou, and Jianfeng Zhang. <a href="http://openaccess.thecvf.com/content_cvpr_2018/papers/Liang_Learning_for_Disparity_CVPR_2018_paper.pdf">Learning for disparity estimation through feature constancy</a>. CVPR 2018. |
| 10/29/18 | Dense-CNN | H | Congxuan Zhang, Junjie Wu, Zhen Chen, Wen Liu, Ming Li, and Shaofeng Jiang. <a href="https://www.sciencedirect.com/science/article/pii/S0923596521001211">Dense-CNN: Dense convolutional neural network for stereo matching using multiscale feature connection</a>. Signal Processing: Image Communication, 2021. |
| 10/10/18 | DISCO | H | Kunal Swami, Kaushik Raghavan, Nikhilanj Pelluri, Rituparna Sarkar, and Pankaj Bajpai. <a href="https://arxiv.org/abs/1906.00050">DISCO: Depth inference from stereo using context</a>. ICME 2019. |
| 07/31/18 | MotionStereo | H | Julien Valentin, Adarsh Kowdle, Jonathan Barron, et al. <a href="https://dl.acm.org/citation.cfm?id=3275041">Depth from motion for smartphone AR</a>. ACM TOG 37(6):193 (Proc. of SIGGRAPH Asia), 2018. |
| 06/27/18 | DCNN | H | Wendong Mao, Mingjie Wang, Jun Zhou, and Minglun Gong. <a href="https://ieeexplore.ieee.org/abstract/document/8659297">Semi-dense stereo matching using dual CNNs</a>. WACV 2019. |
| 06/14/18 | MSMD_ROB | Q | Haihua Lu, Hai Xu, Li Zhang, Yanbo Ma, and Yong Zhao. <a href="https://ieeexplore.ieee.org/abstract/document/8698637">Cascaded multi-scale and multi-dimension convolutional neural network for stereo matching</a>. VCIP 2018. |
| 06/06/18 | CBMBNet | H | Yu Chen, Youshen Xia, and Chenwang Wu. <a href="https://www.researchgate.net/publication/330875584_A_Crop-Based_Multi-Branch_Network_for_Matching_Cost_Computation">A crop-based multi-branch network for matching cost computation</a>. CISP-BMEI 2018. |
| 06/01/18 | CBMV_ROB | H | Konstantinos Batsos, Changjiang Cai, and Philippos Mordohai. <a href="http://personal.stevens.edu/~kbatsos/">CBMV: A coalesced bidirectional matching volume for disparity estimation</a>. ROB 2018 entry based on CVPR 2018 paper. |
| 05/31/18 | iResNet_ROB | H | Zhengfa Liang, Yiliu Feng, Yulan Guo, Hengzhu Liu, Wei Chen, Linbo Qiao, Li Zhou, and Jianfeng Zhang. <a href="http://openaccess.thecvf.com/content_cvpr_2018/papers/Liang_Learning_for_Disparity_CVPR_2018_paper.pdf">Learning for disparity estimation through feature constancy</a>. ROB 2018 entry based on CVPR 2018 paper. |
| 05/31/18 | FBW_ROB | H | Benedikt Wiberg. Stereo matching with neural networks. Bachelors thesis, TU Munich 2018. ROB 2018 entry. |
| 05/26/18 | NOSS_ROB | H | Penglei Ji, Jie Li, Hanchao Li, and Xinguo Liu. <a href="https://doi.org/10.1016/j.jvcir.2021.103238">Superpixel alpha-expansion and normal adjustment for stereo matching</a>. Journal of Visual Communication and Image Representation, 2021. |
| 05/22/18 | DN-CSS_ROB | H | Tonmoy Saikia, Eddy Ilg, and Thomas Brox. <a href="https://lmb.informatik.uni-freiburg.de/Publications/2018/ISKB18/ROB18_submission.pdf">DispNet-CSS: Robust Vision submission</a>. ROB 2018 entry. |
| 05/18/18 | PDS | H | Stepan Tulyakov, Anton Ivanov, and Francois Fleuret. <a href="http://papers.nips.cc/paper/7828-practical-deep-stereo-pds-toward-applications-friendly-deep-stereo-matching.pdf">Practical deep stereo (PDS): Toward applications-friendly deep stereo matching</a>. NeurIPS 2018. |
| 05/01/18 | PSMNet_ROB | Q | Jia-Ren Chang and Yong-Sheng Chen. <a href="http://openaccess.thecvf.com/content_cvpr_2018/papers/Chang_Pyramid_Stereo_Matching_CVPR_2018_paper.pdf">Pyramid stereo matching network</a>. CVPR 2018. <a href="https://github.com/JiaRenChang/PSMNet">Code</a>. ROB 2018 entry by Hisao Chien Yang. |
| 04/17/18 | ISM | Q | Rostam Affendi Hamzah, Fauzan Kadmin, Saad Hamid, Fakhar Ghani, and Haidi Ibrahim. <a href="https://www.sciencedirect.com/science/article/pii/S0923596518300079">Improvement of stereo matching algorithm for 3D surface reconstruction</a>. Signal Processing: Image Communication 65:165-172, 2018. |
| 03/26/18 | ELAS_RVC | H | Andreas Geiger, Martin Roser, and Raquel Urtasun. <a href="https://link.springer.com/chapter/10.1007/978-3-642-19315-6_3">Efficient large-scale stereo matching</a>. ACCV 2010. <a href="http://www.cvlibs.net/software/libelas/">Code</a>. RVC 2020 baseline. |
| 03/23/18 | AVERAGE_ROB | H | Average disparity over all training images of the <a href="http://www.robustvision.net/rvc2018.php">ROB 2018</a> stereo challenge. |
| 03/23/18 | MEDIAN_ROB | H | Median disparity over all training images of the <a href="http://www.robustvision.net/rvc2018.php">ROB 2018</a> stereo challenge. |
| 03/14/18 | DTS | H | Akash Bapat and Jan-Michael Frahm. <a href="http://openaccess.thecvf.com/content_CVPR_2019/papers/Bapat_The_Domain_Transform_Solver_CVPR_2019_paper.pdf">The domain transform solver</a>. CVPR 2019. |
| 03/11/18 | SGM-Forest | H | Johannes Schönberger, Sudipta Sinha, and Marc Pollefeys. <a href="http://openaccess.thecvf.com/content_ECCV_2018/papers/Johannes_Schoenberger_Learning_to_Fuse_ECCV_2018_paper.pdf">Learning to fuse proposals from multiple scanline optimizations in semi-global matching</a>. ECCV 2018. |
| 03/09/18 | SGM_RVC | H | Heiko Hirschmüller. <a href="http://www.dlr.de/rmc/rm/en/desktopdefault.aspx/tabid-9389/16104_read-39811/">Stereo processing by semi-global matching and mutual information</a>. CVPR 2006; PAMI 30(2):328-341, 2008. RVC 2020 baseline. |
| 02/28/18 | SDR | H | Tingman Yan, Yangzhou Gan, Zeyang Xia, and Qunfei Zhao. <a href="https://ieeexplore.ieee.org/document/8661596">Segment-based disparity refinement with occlusion handling for stereo matching</a>. IEEE TIP 2019. <a href="https://github.com/TingmanYan/SDR">Code</a>. |
| 02/08/18 | DF | Q | Wendong Mao and Minglun Gong. <a href="https://ieeexplore.ieee.org/abstract/document/8575760">Disparity filtering with 3D convolutional neural networks</a>. CRV 2018. |
| 12/11/17 | OVOD | H | Mikhail Mozerov and Joost van de Weijer. <a href="https://ieeexplore.ieee.org/document/8611229">One-view-occlusion detection for stereo matching with a fully connected CRF model</a>. IEEE TIP 28(6):2936-2947, 2019. <a href="http://datasets.cvc.uab.es/OVOD/">Code</a>. |
| 11/13/17 | CBMV | H | Konstantinos Batsos, Changjiang Cai, and Philippos Mordohai. <a href="http://openaccess.thecvf.com/content_cvpr_2018/papers/Batsos_CBMV_A_Coalesced_CVPR_2018_paper.pdf">CBMV: A Coalesced bidirectional matching volume for disparity estimation</a>. CVPR 2018. <a href="https://github.com/kbatsos/CBMV">Code</a>. |
| 10/12/17 | FEN-D2DRR | H | Xiaoqing Ye, Jiamao Li, Han Wang, Hexiao Huang, and Xiaolin Zhang. <a href="http://ieeexplore.ieee.org/document/8047938/">Efficient stereo matching leveraging deep local and context information</a>. IEEE Access 5:18745-18755, 2017. |
| 06/22/17 | LocalExp | H | Tatsunori Taniai, Yasuyuki Matsushita, Yoichi Sato, and Takeshi Naemura. <a href="http://taniai.space/projects/stereo/">Continuous 3D label stereo matching using local expansion moves</a>. PAMI 40(11):2725-2739, 2018. <a href="https://github.com/t-taniai/LocalExpStereo">Code</a>. |
| 06/14/17 | DoGGuided | Q | Masamichi Kitagawa, Ikuko Shimizu, and Radim Sara. <a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7986850">High accuracy local stereo matching using DoG scale map</a>. IAPR MVA 2017. |
| 05/23/17 | r200high | H | Leonid Keselman, John Woodfill, Anders Grunnet-Jepsen, and Achintya Bhowmik. <a href="https://arxiv.org/abs/1705.05548">Intel RealSense stereoscopic depth cameras</a>. CVPR workshop CCD 2017. |
| 04/05/17 | DDL | Q | Jihao Yin, Hongmei Zhu, Ding Yuan, and Tianfan Xue. <a href="https://www.sciencedirect.com/science/article/pii/S0031320317302364">Sparse representation over discriminative dictionary for stereo matching</a>. Pattern Recognition 71:278-289, 2017. <a href="https://github.com/Homay0118/DDL_demo">Code</a>. |
| 03/23/17 | DSGCA | Q | Williem and In Kyu Park. <a href="https://www.sciencedirect.com/science/article/pii/S0167865518303003">Deep self-guided cost aggregation for stereo matching</a>. Pattern Recognition Letters 112:168-175, 2018. |
| 03/22/17 | JMR | H | Patrick Knöbelreiter, Christian Reinbacher, Alexander Shekhovtsov, and Thomas Pock. <a href="http://openaccess.thecvf.com/content_cvpr_2017/papers/Knobelreiter_End-To-End_Training_of_CVPR_2017_paper.pdf">End-to-end training of hybrid CNN-CRF models for stereo</a>. CVPR 2017. <a href="https://github.com/VLOGroup/cnn-crf-stereo">Code</a>. |
| 03/10/17 | MC-CNN+TDSR | F | Sebastien Drouyer, Serge Beucher, Michel Bilodeau, Maxime Moreaud, and Loic Sorbier. <a href="https://hal.archives-ouvertes.fr/hal-01484143">Sparse stereo disparity map densification using hierarchical image segmentation</a>. 13th International Symposium on Mathematical Morphology, 2017. |
| 03/09/17 | SGMEPi | F | Daniel Scharstein, Tatsunori Taniai, and Sudipta Sinha. <a href="http://www.cs.middlebury.edu/~schar/papers/sgmp-3dv-2017.pdf">Semi-global stereo matching with surface orientation priors</a>. 3DV 2017. |
| 01/25/17 | 3DMST | H | Lincheng Li, Xin Yu, Shunli Zhang, Xiaolin Zhao, and Li Zhang. <a href="https://doi.org/10.1364/AO.56.003411">3D cost aggregation with multiple minimum spanning trees for stereo matching</a>. Applied Optics 56(12):3411-3420, 2017. |
| 01/16/17 | IGF | Q | Rostam Affendi Hamzah, Haidi Ibrahim, and A. H. Abu Hassan. <a href="http://www.sciencedirect.com/science/article/pii/S1047320316302450">Stereo matching algorithm based on per pixel difference adjustment, iterative guided filter and graph segmentation</a>. Journal of Visual Communication and Image Representation, 42:145-160, 2017. |
| 11/25/16 | ADSM | Q | Ning Ma, Yobo Men, Chaoguang Men, and Xiang Li. <a href="https://www.mdpi.com/2073-8994/8/12/159/htm">Accurate dense stereo matching based on image segmentation using an adaptive multi-cost approach</a>. Symmetry 8(12):159, 2016. |
| 11/16/16 | MCSC | F | Menglong Yang and Xuebin Lv. <a href="https://www.sciencedirect.com/science/article/pii/S092523121830537X">Learning both matching cost and smoothness constraint for stereo matching</a>. Neurocomputing 314:234-241, 2018. |
| 11/15/16 | MC-CNN-WS | H | Stepan Tulyakov, Anton Ivanov, and Francois Fleuret. <a href="http://openaccess.thecvf.com/content_ICCV_2017/papers/Tulyakov_Weakly_Supervised_Learning_ICCV_2017_paper.pdf">Weakly supervised learning of deep metrics for stereo reconstruction</a>. ICCV 2017. |
| 11/07/16 | SPS | F | Chloe LeGendre, Konstantinos Batsos, and Philippos Mordohai. <a href="https://par.nsf.gov/servlets/purl/10041310">High-resolution stereo matching based on sampled photoconsistency computation</a>. BMVC 2017. |
| 10/23/16 | SIGMRF | Q | Sonam Nahar and Manjunath Joshi. <a href="https://ipsjcva.springeropen.com/articles/10.1186/s41074-016-0013-0">A learned sparseness and IGMRF-based regularization framework for dense disparity estimation using unsupervised feature learning</a>. IPSJ CVA 9:2, 2017. |
| 10/19/16 | LW-CNN | H | Haesol Park and Kyoung Mu Lee. <a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7778222">Look wider to match image patches with convolutional neural network</a>. IEEE Signal Processing Letters 24(12):1788-1792, 2017. |
| 09/14/16 | SNP-RSM | H | Shuangli Zhang, Weijian Xie, Guofeng Zhang, Hujun Bao, and Michael Kaess. <a href="http://frc.ri.cmu.edu/~kaess/pub/Zhang17icra.pdf">Robust stereo matching with surface normal prediction</a>. ICRA 2017. |
| 08/31/16 | SED | F | Dexmont Pena and Alistair Sutherland. <a href="https://www.researchgate.net/profile/Dexmont_Pena_Carrillo2/publication/315267963_Disparity_Estimation_by_Simultaneous_Edge_Drawing/links/59cd5ccaaca272b0ec14fbc7/Disparity-Estimation-by-Simultaneous-Edge-Drawing.pdf">Disparity estimation by simultaneous edge drawing</a>. ACCV 2016 Workshop on 3D modelling and applications. |
| 07/03/16 | LPU | H | Luis Horna and Robert Fisher. <a href="https://www.research.ed.ac.uk/portal/files/29400733/visapphorna.pdf">3D plane labeling stereo matching with content aware adaptive windows</a>. VISAPP 2017. |
| 05/28/16 | APAP-Stereo | H | Min-Gyu Park and Kuk-Jin Yoon. <a href="https://www.researchgate.net/profile/Min_Gyu_Park2/publication/331014567_As-planar-as-possible_depth_map_estimation/links/5c9229ba92851cf0ae89f904/As-planar-as-possible-depth-map-estimation.pdf">As-planar-as-possible depth map estimation</a>. CVIU 181:50-59, 2019. |
| 05/12/16 | PMSC | H | Lincheng Li, Shunli Zhang, Xin Yu, and Li Zhang. <a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7744590">PMSC: PatchMatch-based superpixel cut for accurate stereo matching</a>. IEEE TCSVT 28(3):679-692, 2016. |
| 04/28/16 | JEM | Q | Hongyang Xue and Deng Cai. <a href="https://arxiv.org/pdf/1601.03890.pdf">Stereo matching by joint energy minimization</a>. arXiv:1601.03890, 2016. |
| 04/24/16 | HLSC_cor | H | Simon Hadfield, Karel Lebeda, and Richard Bowden. <a href="https://www.sciencedirect.com/science/article/pii/S1077314216301096">Stereo reconstruction using top-down cues</a>. CVIU 157:206-222, 2017. |
| 04/03/16 | ICSG | F | Mozhdeh Shahbazi, Gunho Sohn, Jerome Theau, and Patrick Menard. <a href="https://pdfs.semanticscholar.org/782d/35a9582123beeeb5395ad5f715a6ff5dea7e.pdf">Revisiting intrinsic curves for efficient dense stereo matching</a>. ISPRS Congress 2016. |
| 03/15/16 | MPSV | Q | Jean-Charles Bricola, Michel Bilodeau, and Serge Beucher. <a href="https://hal.archives-ouvertes.fr/hal-01330139/file/article_mpsv.pdf">Morphological processing of stereoscopic image superimpositions for disparity map estimation</a>. HAL archives, hal-01330139f, 2016. |
| 02/18/16 | LS-ELAS | F | Radouane Ait-Jellal, Manuel Lange, Benjamin Wassermann, Andreas Schilling, and Andreas Zell. <a href="https://ieeexplore.ieee.org/abstract/document/7989019">LS-ELAS: line segment based efficient large scale stereo matching</a>. ICRA 2017. |
| 01/26/16 | MC-CNN-fst | H | Jure Zbontar and Yann LeCun. <a href="http://jmlr.org/papers/volume17/15-535/15-535.pdf">Stereo matching by training a convolutional neural network to compare image patches</a> (fast architecture). JMLR 17:1-32, 2016. <a href="http://jzbontar.github.io/mc-cnn/">Code</a>. |
| 01/19/16 | NTDE | H | Kyung-Rae Kim and Chang-Su Kim. <a href="http://ieeexplore.ieee.org/abstract/document/7532996/">Adaptive smoothness constraints for efficient stereo matching using texture and edge information</a>. ICIP 2016. |
| 12/18/15 | INTS | H | Xu Huang, Yongjun Zhang, and Zhaoxi Yue. <a href="https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/III-3/67/2016/isprs-annals-III-3-67-2016.pdf">Image-guided non-local dense matching with three-steps optimization</a>. ISPRS Congress 2016. |
| 11/04/15 | MC-CNN+RBS | H | Jonathan Barron and Ben Poole. <a href="https://people.eecs.berkeley.edu/~barron/BarronPooleECCV2016.pdf">The fast bilateral solver</a>. ECCV 2016. <a href="https://github.com/poolio/bilateral_solver">Code</a>. |
| 10/13/15 | MDP | H | Ang Li, Dapeng Chen, Yuanliu Liu, and Zejian Yuan. <a href="http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Li_Coordinating_Multiple_Disparity_CVPR_2016_paper.pdf">Coordinating multiple disparity proposals for stereo computation</a>. CVPR 2016. |
| 09/28/15 | R-NCC | F | Yichao Li and Suping Fang. <a href="https://www.sciencedirect.com/science/article/pii/S0030402618316498">Removal-based multi-view stereo using a window-based matching method</a>. Optik 178:1318-1336, 2019. |
| 09/14/15 | ELAS | F | Andreas Geiger, Martin Roser, and Raquel Urtasun. <a href="https://link.springer.com/chapter/10.1007/978-3-642-19315-6_3">Efficient large-scale stereo matching</a>. ACCV 2010. <a href="http://www.cvlibs.net/software/libelas/">Code</a>. |
| 08/28/15 | MC-CNN-acrt | H | Jure Zbontar and Yann LeCun. <a href="http://jmlr.org/papers/volume17/15-535/15-535.pdf">Stereo matching by training a convolutional neural network to compare image patches</a> (accurate architecture). JMLR 17:1-32, 2016. <a href="http://jzbontar.github.io/mc-cnn/">Code</a>. |
| 04/20/15 | MeshStereo | H | Chi Zhang, Zhiwei Li, Yanhua Cheng, Rui Cai, Hongyang Chao, and Yong Rui. <a href="http://openaccess.thecvf.com/content_iccv_2015/papers/Zhang_MeshStereo_A_Global_ICCV_2015_paper.pdf">MeshStereo: A global stereo model with mesh alignment regularization for view interpolation</a>. ICCV 2015. |
| 04/17/15 | TMAP | H | Eric Psota, Jedrzej Kowalczuk, Mateusz Mittek, and Lance Perez. <a href="http://www.cv-foundation.org/openaccess/content_iccv_2015/papers/Psota_MAP_Disparity_Estimation_ICCV_2015_paper.pdf">MAP disparity estimation using hidden Markov trees</a>. ICCV 2015. |
| 04/09/15 | PFS | F | Cevahir Cigla and Aydin Alatan. <a href="http://www.sciencedirect.com/science/article/pii/S0923596513000490">Information permeability for stereo matching</a>. Signal Processing: Image Communication 28(9), 2013. |
| 04/08/15 | REAF | H | Cevahir Cigla. <a href="http://www.cv-foundation.org/openaccess/content_cvpr_workshops_2015/W12/papers/Cigla_Recursive_Edge-Aware_Filters_2015_CVPR_paper.pdf">Recursive edge-aware filters for stereo matching</a>. CVPR Embedded Vision Workshop 2015. |
| 01/21/15 | TSGO | F | Mikhail Mozerov and Joost van de Weijer. <a href="http://www.cvc.uab.es/~mozerov/Stereo/index.htm">Accurate stereo matching by two-step energy minimization</a>. IEEE TIP 24(3):1153-1163, 2015. |
| 10/07/14 | IDR | H | Jedrzej Kowalczuk, Eric Psota, and Lance Perez. <a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6213098">Real-time stereo Matching on CUDA using an iterative refinement method for adaptive support-weight correspondences</a>. IEEE TCSVT 23(1):94-104, 2013. |
| 09/18/14 | SNCC | H | Nils Einecke and Julian Eggert. <a href="https://www.researchgate.net/profile/Julian_Eggert/publication/224212630_A_Two-Stage_Correlation_Method_for_Stereoscopic_Depth_Estimation/links/562fc0af08ae02b5739a2123.pdf">A two-stage correlation method for stereoscopic depth estimation</a>. DICTA 2010. |
| 09/10/14 | LAMC_DSM | H | Christos Stentoumis, Lazaros Grammatikopoulos, Ilias Kalisperakis, and George Karras. <a href="http://www.sciencedirect.com/science/article/pii/S0924271614000434">On accurate dense stereo-matching using a local adaptive multi-cost approach</a>. ISPRS Journal of Photogrammetry and Remote Sensing 91:29-49, 2014. |
| 08/31/14 | BSM | Q | Kang Zhang, Jiyang Li, Yijing Li, Weidong Hu, Lifeng Sun, and Shiqiang Yang. <a href="https://github.com/rookiepig/BinaryStereo">Binary stereo matching</a>. ICPR 2012. |
| 08/27/14 | LPS | F | Sudipta Sinha, Daniel Scharstein, and Richard Szeliski. <a href="http://research.microsoft.com/en-us/um/redmond/groups/ivm/LPS/"> Efficient high-resolution stereo matching using local plane sweeps</a>. CVPR 2014. |
| 08/25/14 | LPS | H | Sudipta Sinha, Daniel Scharstein, and Richard Szeliski. <a href="http://research.microsoft.com/en-us/um/redmond/groups/ivm/LPS/"> Efficient high-resolution stereo matching using local plane sweeps</a>. CVPR 2014. |
| 07/28/14 | SGM | F | Heiko Hirschmüller. <a href="http://www.dlr.de/rmc/rm/en/desktopdefault.aspx/tabid-9389/16104_read-39811/">Stereo processing by semi-global matching and mutual information</a>. CVPR 2006; PAMI 30(2):328-341, 2008. |
| 07/28/14 | SGM | H | Heiko Hirschmüller. <a href="http://www.dlr.de/rmc/rm/en/desktopdefault.aspx/tabid-9389/16104_read-39811/">Stereo processing by semi-global matching and mutual information</a>. CVPR 2006; PAMI 30(2):328-341, 2008. |
| 07/28/14 | SGBM1 | H | OpenCV 2.4.8 <a href="http://docs.opencv.org/modules/calib3d/doc/camera_calibration_and_3d_reconstruction.html#stereosgbm">StereoSGBM method</a>, single-pass variant. Reimplementation and modification of H. Hirschmüller's SGM method (CVPR 2006; PAMI 2008). |
| 07/28/14 | Cens5 | H | Heiko Hirschmüller, Peter Innocent, and Jon Garibaldi. <a href="http://scholar.google.com/scholar?q=Real-time+correlation-based+stereo+vision+with+reduced+border+errors">Real-time correlation-based stereo vision with reduced border errors</a>. IJCV 47(1-3):229-246, 2002. |
| 07/25/14 | SGBM1 | F | OpenCV 2.4.8 <a href="http://docs.opencv.org/modules/calib3d/doc/camera_calibration_and_3d_reconstruction.html#stereosgbm">StereoSGBM method</a>, single-pass variant. Reimplementation and modification of H. Hirschmüller's SGM method (CVPR 2006; PAMI 2008). |
| 07/25/14 | SGM | Q | Heiko Hirschmüller. <a href="http://www.dlr.de/rmc/rm/en/desktopdefault.aspx/tabid-9389/16104_read-39811/">Stereo processing by semi-global matching and mutual information</a>. CVPR 2006; PAMI 30(2):328-341, 2008. |
| 07/25/14 | SGBM1 | Q | OpenCV 2.4.8 <a href="http://docs.opencv.org/modules/calib3d/doc/camera_calibration_and_3d_reconstruction.html#stereosgbm">StereoSGBM method</a>, single-pass variant. Reimplementation and modification of H. Hirschmüller's SGM method (CVPR 2006; PAMI 2008). |
| 07/25/14 | SGBM2 | Q | OpenCV 2.4.8 <a href="http://docs.opencv.org/modules/calib3d/doc/camera_calibration_and_3d_reconstruction.html#stereosgbm">StereoSGBM method</a>, full variant (2 passes). Reimplementation of H. Hirschmüller's SGM method (CVPR 2006; PAMI 2008). |