AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach

9 December 2021

Xiao-yang Song

Guorun Yang

Xinge Zhu

Hui Zhou

Yuexin Ma

Zhe Wang

Jianping Shi

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Papers citing "AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach"

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Title
RGB-Phase Speckle: Cross-Scene Stereo 3D Reconstruction via Wrapped Pre-Normalization Kai Yang Zijian Bai Yang Xiao Xinyu Li Xiaohan Shi 150 0 0 08 Mar 2025
Robust and Flexible Omnidirectional Depth Estimation with Multiple 360-degree Cameras Ming Li Xueqian Jin Xuejiao Hu Jinghao Cao S. Du Yang Li MDE 121 0 0 23 Sep 2024
DESC: Domain Adaptation for Depth Estimation via Semantic Consistency Adrian Lopez-Rodriguez K. Mikolajczyk MDE 64 44 0 03 Sep 2020
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching R. Liu Chengxi Yang Wenxiu Sun Xiaogang Wang Hongsheng Li GAN 3DV 39 38 0 05 May 2020
AANet: Adaptive Aggregation Network for Efficient Stereo Matching Haofei Xu Juyong Zhang 3DPC 3DV 111 464 0 20 Apr 2020
AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching Xiao-yang Song Guorun Yang Xinge Zhu Hui Zhou Zhe Wang Jianping Shi 63 68 0 09 Apr 2020
Hierarchical Deep Stereo Matching on High-resolution Images Gengshan Yang Joshua M. Manela Michael Happold Deva Ramanan 3DV 102 261 0 13 Dec 2019
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching Xiaodong Gu Zhiwen Fan Zuozhuo Dai Siyu Zhu Feitong Tan P. Tan 3DV 115 719 0 13 Dec 2019
Domain-invariant Stereo Matching Networks Feihu Zhang Xiaojuan Qi Ruigang Yang V. Prisacariu B. Wah Philip Torr OOD 62 169 0 29 Nov 2019
DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch Shivam Duggal Shenlong Wang Wei-Chiu Ma Rui Hu R. Urtasun 3DV 57 257 0 12 Sep 2019
Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching Youming Zhang Yimin Chen Xiao Bai J. Zhou Kun Yu Zhiwei Li Kuiyuan Yang 3DV 56 181 0 09 Sep 2019
Self-supervised Domain Adaptation for Computer Vision Tasks Jiaolong Xu Liang Xiao Antonio M. López OOD SSL VLM 65 134 0 25 Jul 2019
Channel Normalization in Convolutional Neural Network avoids Vanishing Gradients Zhenwei Dai Reinhard Heckel 34 24 0 22 Jul 2019
GA-Net: Guided Aggregation Net for End-to-end Stereo Matching Feihu Zhang V. Prisacariu Ruigang Yang Philip Torr 3DV 49 683 0 13 Apr 2019
StereoDRNet: Dilated Residual Stereo Net Rohan Chabra Julian Straub Chris Sweeney Richard Newcombe Henry Fuchs MDE 3DPC 3DV 58 103 0 03 Apr 2019
Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation Shanshan Zhao Huan Fu Biwei Huang Dacheng Tao MDE 63 174 0 03 Apr 2019
Photorealistic Style Transfer via Wavelet Transforms Jaejun Yoo Youngjung Uh Sanghyuk Chun Byeongkyu Kang Jung-Woo Ha 36 359 0 23 Mar 2019
Group-wise Correlation Stereo Network Xiaoyang Guo Kai Yang Wukui Yang Xiaogang Wang Hongsheng Li 3DV 117 565 0 10 Mar 2019
Stereo R-CNN based 3D Object Detection for Autonomous Driving Peiliang Li Xiaozhi Chen Shaojie Shen 3DPC 62 516 0 26 Feb 2019
DLOW: Domain Flow for Adaptation and Generalization R. Gong Wen Li Yuhua Chen Luc Van Gool OOD AI4CE 93 352 0 13 Dec 2018
Real-time self-adaptive deep stereo A. Tonioni Fabio Tosi Matteo Poggi S. Mattoccia Luigi Di Stefano 97 266 0 12 Oct 2018
Learning Depth with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang 3DV 3DPC MDE 98 317 0 04 Oct 2018
Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation Xinge Zhu Hui Zhou Ceyuan Yang Jianping Shi Dahua Lin 61 104 0 04 Sep 2018
Learning Monocular Depth by Distilling Cross-domain Stereo Networks Xiaoyang Guo Hongsheng Li Shuai Yi Jimmy S. J. Ren Xiaogang Wang MDE 68 207 0 20 Aug 2018
T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks Chuanxia Zheng Tat-Jen Cham Jianfei Cai MDE GAN 63 194 0 04 Aug 2018
SegStereo: Exploiting Semantic Information for Disparity Estimation Guorun Yang Hengshuang Zhao Jianping Shi Zhidong Deng Jiaya Jia 69 338 0 31 Jul 2018
Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving Peiliang Li Tong Qin Shaojie Shen 54 141 0 05 Jul 2018
Pyramid Stereo Matching Network Jia-Ren Chang Yonghao Chen 3DPC 120 1,508 0 23 Mar 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 137 1,545 0 28 Feb 2018
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes Yuhua Chen Wen Li Luc Van Gool 71 294 0 30 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 142 3,000 0 08 Nov 2017
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Yang Zhang P. David Boqing Gong SSeg 86 322 0 29 Jul 2017
PL-SLAM: a Stereo SLAM System through the Combination of Points and Line Segments Ruben Gomez-Ojeda David Zuñiga-Noël F. Moreno Davide Scaramuzza Javier González Jiménez 44 445 0 26 May 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 125 5,553 0 30 Mar 2017
End-to-End Learning of Geometry and Context for Deep Stereo Regression Alex Kendall H. Martirosyan Saumitro Dasgupta Peter Henry Ryan Kennedy Abraham Bachrach Adam Bry 3DV 3DPC MDE 83 1,335 0 13 Mar 2017
WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images Jie Li Katherine A. Skinner Ryan Eustice Matthew Johnson-Roberson GAN 55 677 0 23 Feb 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 262 4,659 0 17 Feb 2017
Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning Amit Shaked Lior Wolf 3DV 135 199 0 31 Dec 2016
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 149 1,536 0 16 Dec 2016
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 89 789 0 08 Dec 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 174 3,708 0 27 Jul 2016
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 220 5,199 0 10 Feb 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 176 4,894 0 22 Dec 2014
Computing the Stereo Matching Cost with a Convolutional Neural Network Jure Zbontar Yann LeCun 3DV 72 769 0 15 Sep 2014