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
SteReFo: Efficient Image Refocusing with Stereo Vision Benjamin Busam Matthieu Hog Jingyu Sun Greg Slabaugh VGen MDE 21 33 0 29 Sep 2019
Self-Supervised Learning of Depth and Ego-motion with Differentiable Bundle Adjustment Y. Shi Jing Zhu Yi Fang Kuo-Chin Lien Junli Gu SSL MDE 27 7 0 28 Sep 2019
Object-Centric Stereo Matching for 3D Object Detection Alex D. Pon Jason Ku Chengyao Li Steven L. Waslander 3DPC 23 85 0 17 Sep 2019
Learning Residual Flow as Dynamic Motion from Stereo Videos Seokju Lee Sunghoon Im Stephen Lin In So Kweon 3DPC 21 18 0 16 Sep 2019
End-to-End Learnable Geometric Vision by Backpropagating PnP Optimization Bo Chen Álvaro Parra Jiewei Cao Nan Li Tat-Jun Chin 3DH 23 93 0 13 Sep 2019
DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch Shivam Duggal Shenlong Wang Wei-Chiu Ma Rui Hu R. Urtasun 3DV 14 251 0 12 Sep 2019
Unsupervised Domain Adaptation for Depth Prediction from Images A. Tonioni Matteo Poggi S. Mattoccia Luigi Di Stefano MDE 27 82 0 09 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 14 180 0 09 Sep 2019
Dedge-AGMNet:an effective stereo matching network optimized by depth edge auxiliary task Weida Yang Xindong Ai Z. Yang Yong-mei Xu Yong Zhao 8 3 0 25 Aug 2019
OmniMVS: End-to-End Learning for Omnidirectional Stereo Matching Changhee Won Jongbin Ryu Jongwoo Lim MDE 14 52 0 17 Aug 2019
Point-Based Multi-View Stereo Network Rui Chen Songfang Han Jing Xu Hao Su 3DV 3DPC 14 337 0 12 Aug 2019
DSIC: Deep Stereo Image Compression Jerry Liu Shenlong Wang R. Urtasun 27 45 0 09 Aug 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 24 236 0 05 Aug 2019
Physical Cue based Depth-Sensing by Color Coding with Deaberration Network Nao Mishima Tatsuo Kozakaya Akihisa Moriya R. Okada S. Hiura 3DV 26 3 0 01 Aug 2019
Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera Yuhua Chen Cordelia Schmid C. Sminchisescu SSL MDE 25 243 0 12 Jul 2019
Non-destructive three-dimensional measurement of hand vein based on self-supervised network Xiaoyu Chen Qixin Wang J. Ge Yi Zhang Jing Han 12 1 0 29 Jun 2019
End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching Li Zhang Q. Wang Haihua Lu Yong Zhao 3DV 18 6 0 25 Jun 2019
Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios Tobias Gruber Mario Bijelic Felix Heide W. Ritter Klaus C. J. Dietmayer MDE 3DV 41 29 0 21 Jun 2019
A Survey on Deep Learning Architectures for Image-based Depth Reconstruction Hamid Laga 3DV MDE 19 22 0 14 Jun 2019
Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 11 43 0 13 Jun 2019
TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching Mostafa El-Khamy Haoyu Ren Xianzhi Du Jungwon Lee ViT MDE 21 1 0 11 Jun 2019
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding Haoyu Ren Mostafa El-Khamy Jungwon Lee MDE 22 33 0 07 Jun 2019
DISCO: Depth Inference from Stereo using Context Kunal Swami Kaushik Raghavan Nikhilanj Pelluri Rituparna Sarkar Pankaj Bajpai 11 6 0 31 May 2019
Learning Occlusion-Aware View Synthesis for Light Fields Julia Navarro Neus Sabater 3DV 11 16 0 27 May 2019
Unsupervised Single Image Underwater Depth Estimation Honey Gupta Kaushik Mitra 24 42 0 25 May 2019
Guided Stereo Matching Matteo Poggi Davide Pallotti Fabio Tosi S. Mattoccia 3DV 14 85 0 24 May 2019
AutoDispNet: Improving Disparity Estimation With AutoML Tonmoy Saikia Yassine Marrakchi Arber Zela Frank Hutter Thomas Brox 11 78 0 17 May 2019
Unsupervised Deep Contrast Enhancement with Power Constraint for OLED Displays Y. Shin Seung Park Yoon-Jae Yeo Min-Jae Yoo Sung-Jea Ko 27 22 0 15 May 2019
LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery Junming Zhang M. Ramanagopal Ram Vasudevan Matthew Johnson-Roberson 3DV 33 31 0 07 May 2019
Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency Tejas Khot Shubham Agrawal Shubham Tulsiani Christoph Mertz Simon Lucey M. Hebert 3DV 6 79 0 07 May 2019
DeepSignals: Predicting Intent of Drivers Through Visual Signals Davi Frossard Eric Kee R. Urtasun ViT 7 17 0 03 May 2019
Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines B. Mildenhall Pratul P. Srinivasan Rodrigo Ortiz Cayon N. Kalantari R. Ramamoorthi Ren Ng Abhishek Kar 11 486 0 02 May 2019
Self-supervised Learning for Video Correspondence Flow Zihang Lai Weidi Xie VOS 6 50 0 02 May 2019
DPSNet: End-to-end Deep Plane Sweep Stereo Sunghoon Im Hae-Gon Jeon Stephen Lin In So Kweon 3DV 20 225 0 02 May 2019
Learn Stereo, Infer Mono: Siamese Networks for Self-Supervised, Monocular, Depth Estimation M. Goldman Tal Hassner S. Avidan SSL MDE 8 42 0 01 May 2019
Multi-scale Cross-form Pyramid Network for Stereo Matching Zhidong Zhu Mingyi He Yuchao Dai Zhibo Rao Bo-wen Li 3DPC 3DV 11 23 0 25 Apr 2019
MSDC-Net: Multi-Scale Dense and Contextual Networks for Automated Disparity Map for Stereo Matching Zhibo Rao Mingyi He Yuchao Dai Zhidong Zhu Bo Li Renjie He 3DV 3DPC 14 7 0 25 Apr 2019
A Large RGB-D Dataset for Semi-supervised Monocular Depth Estimation Jaehoon Cho Dongbo Min Youngjung Kim Kwanghoon Sohn MDE 3DV 25 47 0 23 Apr 2019
AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks Xianzhi Du Mostafa El-Khamy Jungwon Lee 3DPC 32 49 0 19 Apr 2019
Multi-View Stereo by Temporal Nonparametric Fusion Wenshuai Zhao Arno Solin Arno Solin 11 80 0 12 Apr 2019
Learning to Adapt for Stereo A. Tonioni Oscar Rahnama Thomas Joy Luigi Di Stefano Thalaiyasingam Ajanthan Philip Torr 13 83 0 05 Apr 2019
3D LiDAR and Stereo Fusion using Stereo Matching Network with Conditional Cost Volume Normalization Tsun-Hsuan Wang Hou-Ning Hu Chieh Hubert Lin Yi-Hsuan Tsai Wei-Chen Chiu Min Sun 3DV 24 36 0 05 Apr 2019
Learning Parallax Attention for Stereo Image Super-Resolution Longguang Wang Yingqian Wang Zhengfa Liang Zaiping Lin Jungang Yang W. An Yulan Guo SupR 23 249 0 14 Mar 2019
SweepNet: Wide-baseline Omnidirectional Depth Estimation Changhee Won Jongbin Ryu Jongwoo Lim MDE 13 56 0 28 Feb 2019
Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference Yao Yao Zixin Luo Shiwei Li Tianwei Shen Tian Fang Long Quan 3DV 46 546 0 27 Feb 2019
Stereo R-CNN based 3D Object Detection for Autonomous Driving Peiliang Li Xiaozhi Chen Shaojie Shen 3DPC 28 514 0 26 Feb 2019
End-to-end Lane Detection through Differentiable Least-Squares Fitting Wouter Van Gansbeke Bert De Brabandere D. Neven Marc Proesmans Luc Van Gool 13 133 0 01 Feb 2019
Taking a Deeper Look at the Inverse Compositional Algorithm Zhaoyang Lv F. Dellaert James M. Rehg Andreas Geiger 3DV 11 48 0 17 Dec 2018
Extreme View Synthesis Inchang Choi Orazio Gallo Alejandro J. Troccoli Min H. Kim Jan Kautz 27 193 0 12 Dec 2018
Learning Dense Stereo Matching for Digital Surface Models from Satellite Imagery Wayne Treible Scott Sorensen A. D. Gilliam Chandra Kambhamettu Miroslav Pajic 3DV 21 4 0 08 Nov 2018