End-to-End Learning of Geometry and Context for Deep Stereo Regression

13 March 2017

Alex Kendall

Papers citing "End-to-End Learning of Geometry and Context for Deep Stereo Regression"

50 / 470 papers shown

Title
Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction Anzhu Yu Wenyue Guo Bing Liu Xin Chen Xin Wang Xuefeng Cao Bingchuan Jiang 3DV 26 64 0 25 Nov 2020
ADCPNet: Adaptive Disparity Candidates Prediction Network for Efficient Real-Time Stereo Matching He Dai Xuchong Zhang Yongli Zhao Hongbin Sun 26 4 0 18 Nov 2020
Deep Learning based Monocular Depth Prediction: Datasets, Methods and Applications Qing Li Jiasong Zhu Jun Liu Rui Cao Qingquan Li Sen Jia Guoping Qiu 3DH MDE 43 9 0 09 Nov 2020
Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers Zhaoshuo Li Xingtong Liu Nathan G. Drenkow Andy S Ding Francis X. Creighton Russell H. Taylor Mathias Unberath MDE ViT 36 275 0 05 Nov 2020
Unsupervised Monocular Depth Learning in Dynamic Scenes Hanhan Li A. Gordon Hang Zhao Vincent Casser Angelova MDE 20 133 0 30 Oct 2020
Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation Jianyuan Wang Yiran Zhong Yuchao Dai Kaihao Zhang Pan Ji Hongdong Li 10 72 0 28 Oct 2020
Hierarchical Neural Architecture Search for Deep Stereo Matching Xuelian Cheng Yiran Zhong Mehrtash Harandi Yuchao Dai Xiaojun Chang Tom Drummond Hongdong Li Zongyuan Ge 3DV 9 350 0 26 Oct 2020
EDNet: Efficient Disparity Estimation with Cost Volume Combination and Attention-based Spatial Residual Songyan Zhang Zhicheng Wang Qiang-qiang Wang Jinshuo Zhang Gang Wei Xiaowen Chu 3DPC 4 0 0 26 Oct 2020
Geometry-based Occlusion-Aware Unsupervised Stereo Matching for Autonomous Driving Liang Peng Dan Deng Deng Cai 21 1 0 21 Oct 2020
Movement-induced Priors for Deep Stereo Wenshuai Zhao Muhammad Kamran Janjua Arno Solin Arno Solin 16 1 0 18 Oct 2020
Do End-to-end Stereo Algorithms Under-utilize Information? Changjiang Cai Philippos Mordohai 3DV 14 3 0 14 Oct 2020
Matching-space Stereo Networks for Cross-domain Generalization Changjiang Cai Matteo Poggi S. Mattoccia Philippos Mordohai OOD 11 45 0 14 Oct 2020
FC-DCNN: A densely connected neural network for stereo estimation Dominik Hirner Friedrich Fraundorfer 3DV 3DPC 9 13 0 14 Oct 2020
SAFENet: Self-Supervised Monocular Depth Estimation with Semantic-Aware Feature Extraction Jaehoon Choi Dongki Jung Dong-hwan Lee Changick Kim MDE 17 1 0 06 Oct 2020
Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations A. Wong Mukund Mundhra Stefano Soatto AAML 12 27 0 21 Sep 2020
Parallax Attention for Unsupervised Stereo Correspondence Learning Longguang Wang Yulan Guo Yingqian Wang Zhengfa Liang Zaiping Lin Jungang Yang W. An 3DPC 31 110 0 16 Sep 2020
Adjusting Bias in Long Range Stereo Matching: A semantics guided approach Weiqin Chuah Ruwan Tennakoon R. Hoseinnezhad A. Bab-Hadiashar David Suter 3DV 13 0 0 10 Sep 2020
Towards Practical Implementations of Person Re-Identification from Full Video Frames Felix O. Sumari Luigy Machaca Jose Huaman E. Clua Joris Guérin 11 8 0 02 Sep 2020
Siamese Network for RGB-D Salient Object Detection and Beyond Keren Fu Deng-Ping Fan Ge-Peng Ji Qijun Zhao Jianbing Shen Ce Zhu 50 206 0 26 Aug 2020
Improving Deep Stereo Network Generalization with Geometric Priors Jialiang Wang Varun Jampani Deqing Sun Charles T. Loop Stan Birchfield Jan Kautz MDE 21 11 0 25 Aug 2020
Visibility-aware Multi-view Stereo Network Jingyang Zhang Yao Yao Shiwei Li Zixin Luo Tian Fang 3DV 17 151 0 18 Aug 2020
Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation Filippo Aleotti Fabio Tosi Li Zhang Matteo Poggi S. Mattoccia SSL MDE 19 51 0 17 Aug 2020
Self-adapting confidence estimation for stereo Matteo Poggi Filippo Aleotti Fabio Tosi Giulio Zaccaroni S. Mattoccia 11 7 0 14 Aug 2020
Learning Stereo Matchability in Disparity Regression Networks Jingyang Zhang Yao Yao Zixin Luo Shiwei Li Tianwei Shen Tian Fang Long Quan 3DV 16 8 0 11 Aug 2020
Learning Stereo from Single Images Jamie Watson Oisin Mac Aodha Daniyar Turmukhambetov Gabriel J. Brostow Michael Firman 19 69 0 04 Aug 2020
HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching V. Tankovich Christian Häne Yinda Zhang Shahram Izadi S. Fanello Sofien Bouaziz 3DV 18 229 0 23 Jul 2020
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking Jianfeng Yan Zizhuang Wei Hongwei Yi Mingyu Ding Runze Zhang Yisong Chen Guoping Wang Yu-Wing Tai 3DV 77 151 0 21 Jul 2020
Learnable Cost Volume Using the Cayley Representation Taihong Xiao Jinwei Yuan Deqing Sun Qifei Wang Xinyu Zhang Kehan Xu Ming-Hsuan Yang 52 12 0 21 Jul 2020
$360$^\circ$ Depth Estimation from Multiple Fisheye Images with Origami Crown Representation of Icosahedron$ 360 $^\circ$ Depth Estimation from Multiple Fisheye Images with Origami Crown Representation of Icosahedron Ren Komatsu Hiromitsu Fujii Y. Tamura Atsushi Yamashita Hajime Asama MDE 34 21 0 14 Jul 2020
Continual Adaptation for Deep Stereo Matteo Poggi A. Tonioni Fabio Tosi S. Mattoccia Luigi Di Stefano OOD 29 33 0 10 Jul 2020
Point Set Voting for Partial Point Cloud Analysis Junming Zhang Weijia Chen Yuping Wang Ram Vasudevan Matthew Johnson-Roberson 3DPC 22 32 0 09 Jul 2020
3D Shape Reconstruction from Vision and Touch Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari D. Meger Jitendra Malik M. Drozdzal 16 71 0 07 Jul 2020
Wasserstein Distances for Stereo Disparity Estimation Divyansh Garg Yan Wang B. Hariharan M. Campbell Kilian Q. Weinberger Wei-Lun Chao 23 70 0 06 Jul 2020
Spatial-Angular Attention Network for Light Field Reconstruction Gaochang Wu Yingqian Wang Yebin Liu Lu Fang Tianyou Chai 3DV 29 45 0 05 Jul 2020
MTStereo 2.0: improved accuracy of stereo depth estimation withMax-trees Rafael Brandt N. Strisciuglio N. Petkov 3DV 12 1 0 27 Jun 2020
PCW-Net: Pyramid Combination and Warping Cost Volume for Stereo Matching Zhelun Shen Yuchao Dai Xibin Song Zhibo Rao Dingfu Zhou Liangjun Zhang 43 70 0 23 Jun 2020
Increased-Range Unsupervised Monocular Depth Estimation S. Imran Muhammad Umar Karim Khan Sikander Bin Mukarram C. Kyung MDE 6 1 0 23 Jun 2020
Consistency Guided Scene Flow Estimation Yuhua Chen Luc Van Gool Cordelia Schmid C. Sminchisescu TTA 25 7 0 19 Jun 2020
Learning to Detect 3D Reflection Symmetry for Single-View Reconstruction Yichao Zhou Shichen Liu Yi Ma 3DV 24 7 0 17 Jun 2020
Depth by Poking: Learning to Estimate Depth from Self-Supervised Grasping Ben Goodrich Alex Kuefler William D. Richards SSL 13 6 0 16 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 49 83 0 10 Jun 2020
Semantics-Driven Unsupervised Learning for Monocular Depth and Ego-Motion Estimation Xiaobin Wei Jianjiang Feng Jie Zhou MDE 24 2 0 08 Jun 2020
Content-Aware Inter-Scale Cost Aggregation for Stereo Matching Chengtang Yao Yunde Jia Huijun Di Yuwei Wu Lidong Yu 3DV 14 6 0 05 Jun 2020
SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-view Stereopsis Mengqi Ji Jinzhi Zhang Qionghai Dai Lu Fang 3DV 14 31 0 26 May 2020
Noise-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer Yang Chen Zongqing Lu Xuechen Zhang Lei Chen Qinming Liao 3DV 6 2 0 18 May 2020
Bi3D: Stereo Depth Estimation via Binary Classifications Abhishek Badki Alejandro J. Troccoli Kihwan Kim Jan Kautz P. Sen Orazio Gallo 24 73 0 14 May 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 12 38 0 05 May 2020
Domain Siamese CNNs for Sparse Multispectral Disparity Estimation David-Alexandre Beaupré Guillaume-Alexandre Bilodeau 16 7 0 30 Apr 2020
Learning Feature Descriptors using Camera Pose Supervision Qianqian Wang Xiaowei Zhou B. Hariharan Noah Snavely SSL 28 161 0 28 Apr 2020
Expanding Sparse Guidance for Stereo Matching Yu-Kai Huang Yueh-Cheng Liu Tsung-Han Wu Hung-Ting Su Winston H. Hsu 3DV 18 2 0 24 Apr 2020