Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning

31 December 2016

Lior Wolf

Papers citing "Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning"

50 / 60 papers shown

Title
UWStereo: A Large Synthetic Dataset for Underwater Stereo Matching Qingxuan Lv Junyu Dong Yuezun Li Sheng Chen Hui Yu Shu Zhang Wenhan Wang 3DV 29 0 0 03 Sep 2024
A Survey on Deep Stereo Matching in the Twenties Fabio Tosi Luca Bartolomei Matteo Poggi 3DV 43 10 0 10 Jul 2024
Rectified Iterative Disparity for Stereo Matching Weiqing Xiao Wei Zhao 3DV 30 0 0 16 Jun 2024
Continuous Cost Aggregation for Dual-Pixel Disparity Extraction Sagi Monin S. Katz Georgios Evangelidis 3DV 27 2 0 13 Jun 2023
Learning the Distribution of Errors in Stereo Matching for Joint Disparity and Uncertainty Estimation Liyan Chen Weihan Wang Philippos Mordohai UQCV 19 27 0 31 Mar 2023
Sparse Depth-Guided Attention for Accurate Depth Completion: A Stereo-Assisted Monitored Distillation Approach Jiaen Guo Hung-Chyun Chou Sen-Hua Zhu ChangAn Zhang Ouyang Ming Ning Ding MDE 28 0 0 28 Mar 2023
MACARONS: Mapping And Coverage Anticipation with RGB Online Self-Supervision Antoine Guédon Tom Monnier P. Monasse Vincent Lepetit SSL 3DPC 36 6 0 06 Mar 2023
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision Laurent Valentin Jospin Hamid Laga F. Boussaïd Bennamoun 38 1 0 12 Sep 2022
USegScene: Unsupervised Learning of Depth, Optical Flow and Ego-Motion with Semantic Guidance and Coupled Networks Johan Vertens Wolfram Burgard MDE 19 2 0 15 Jul 2022
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach Xiao-yang Song Guorun Yang Xinge Zhu Hui Zhou Yuexin Ma Zhe Wang Jianping Shi 25 15 0 09 Dec 2021
An Adaptive Framework for Learning Unsupervised Depth Completion A. Wong Xiaohan Fei Byung-Woo Hong Stefano Soatto 19 44 0 06 Jun 2021
Semi-synthesis: A fast way to produce effective datasets for stereo matching Ju He Enyu Zhou Liusheng Sun Fei Lei Chenyang Liu Wenxiu Sun 3DV 21 10 0 26 Jan 2021
On the confidence of stereo matching in a deep-learning era: a quantitative evaluation Matteo Poggi Seungryong Kim Fabio Tosi Sunok Kim Filippo Aleotti Dongbo Min Kwanghoon Sohn S. Mattoccia 3DV 11 40 0 02 Jan 2021
Geometry-based Occlusion-Aware Unsupervised Stereo Matching for Autonomous Driving Liang Peng Dan Deng Deng Cai 24 1 0 21 Oct 2020
Matching-space Stereo Networks for Cross-domain Generalization Changjiang Cai Matteo Poggi S. Mattoccia Philippos Mordohai OOD 29 46 0 14 Oct 2020
Adaptive confidence thresholding for monocular depth estimation Hyesong Choi Hunsang Lee Sunkyung Kim Sunok Kim Seungryong Kim Kwanghoon Sohn Dongbo Min MDE 23 27 0 27 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
Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation Filippo Aleotti Fabio Tosi Li Zhang Matteo Poggi S. Mattoccia SSL MDE 32 52 0 17 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
Continual Adaptation for Deep Stereo Matteo Poggi A. Tonioni Fabio Tosi S. Mattoccia Luigi Di Stefano OOD 29 33 0 10 Jul 2020
On the uncertainty of self-supervised monocular depth estimation Matteo Poggi Filippo Aleotti Fabio Tosi S. Mattoccia UQCV MDE 33 263 0 13 May 2020
Expanding Sparse Guidance for Stereo Matching Yu-Kai Huang Yueh-Cheng Liu Tsung-Han Wu Hung-Ting Su Winston H. Hsu 3DV 21 2 0 24 Apr 2020
On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey Matteo Poggi Fabio Tosi Konstantinos Batsos Philippos Mordohai S. Mattoccia 3DV MDE 27 15 0 18 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 27 68 0 09 Apr 2020
Superpixel Segmentation with Fully Convolutional Networks Fengting Yang Qian Sun Hailin Jin Zihan Zhou SSeg 19 185 0 29 Mar 2020
Uncertainty Estimation for End-To-End Learned Dense Stereo Matching via Probabilistic Deep Learning M. Mehltretter UQCV BDL 19 8 0 10 Feb 2020
Unsupervised Domain Adaptation for Depth Prediction from Images A. Tonioni Matteo Poggi S. Mattoccia Luigi Di Stefano MDE 27 82 0 09 Sep 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
A Survey on Deep Learning Architectures for Image-based Depth Reconstruction Hamid Laga 3DV MDE 27 22 0 14 Jun 2019
TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching Mostafa El-Khamy Haoyu Ren Xianzhi Du Jungwon Lee ViT MDE 29 1 0 11 Jun 2019
DISCO: Depth Inference from Stereo using Context Kunal Swami Kaushik Raghavan Nikhilanj Pelluri Rituparna Sarkar Pankaj Bajpai 19 6 0 31 May 2019
CNN-based Cost Volume Analysis as Confidence Measure for Dense Matching M. Mehltretter Christian Heipke 3DV 8 16 0 17 May 2019
Multi-scale Cross-form Pyramid Network for Stereo Matching Zhidong Zhu Mingyi He Yuchao Dai Zhibo Rao Bo-wen Li 3DPC 3DV 16 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 24 7 0 25 Apr 2019
Group-wise Correlation Stereo Network Xiaoyang Guo Kai Yang Wukui Yang Xiaogang Wang Hongsheng Li 3DV 22 554 0 10 Mar 2019
EdgeStereo: An Effective Multi-Task Learning Network for Stereo Matching and Edge Detection Xiao-yang Song Xu Zhao Liangji Fang Hanwen Hu 19 166 0 05 Mar 2019
Hierarchical Discrete Distribution Decomposition for Match Density Estimation Zhichao Yin Trevor Darrell Feng Yu 3DV 36 243 0 15 Dec 2018
CNN based dense underwater 3D scene reconstruction by transfer learning using bubble database Kazuto Ichimaru Furukawa Ryo Hiroshi Kawasaki 33 7 0 21 Nov 2018
Anytime Stereo Image Depth Estimation on Mobile Devices Yan Wang Zihang Lai Gao Huang Brian H. Wang Laurens van der Maaten M. Campbell Kilian Q. Weinberger 27 184 0 26 Oct 2018
Real-time self-adaptive deep stereo A. Tonioni Fabio Tosi Matteo Poggi S. Mattoccia Luigi Di Stefano 22 265 0 12 Oct 2018
Learning Depth with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang 3DV 3DPC MDE 55 311 0 04 Oct 2018
Confidence Inference for Focused Learning in Stereo Matching Ruichao Xiao Wenxiu Sun Chengxi Yang BDL 3DV 13 2 0 25 Sep 2018
NavigationNet: A Large-scale Interactive Indoor Navigation Dataset He Huang Yujing Shen Jiankai Sun Cewu Lu 3DV 23 2 0 25 Aug 2018
Multi-scale CNN stereo and pattern removal technique for underwater active stereo system Kazuto Ichimaru Furukawa Ryo Hiroshi Kawasaki 3DV 27 3 0 25 Aug 2018
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation Eddy Ilg Tonmoy Saikia M. Keuper Thomas Brox 3DPC 32 206 0 06 Aug 2018
SegStereo: Exploiting Semantic Information for Disparity Estimation Guorun Yang Hengshuang Zhao Jianping Shi Zhidong Deng Jiaya Jia 21 337 0 31 Jul 2018
StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction S. Khamis S. Fanello Christoph Rhemann Adarsh Kowdle Julien P. C. Valentin Shahram Izadi 3DV 24 337 0 24 Jul 2018
ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo Systems Yinda Zhang S. Khamis Christoph Rhemann Julien P. C. Valentin Adarsh Kowdle V. Tankovich Michael Schoenberg Shahram Izadi Thomas Funkhouser S. Fanello 3DV 31 108 0 16 Jul 2018
Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching S. Tulyakov A. Ivanov François Fleuret 3DV 18 126 0 05 Jun 2018
ALIGNet: Partial-Shape Agnostic Alignment via Unsupervised Learning Rana Hanocka N. Fish Zhenhua Wang Raja Giryes S. Fleishman Daniel Cohen-Or 3DPC 11 73 0 23 Apr 2018