Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches

20 October 2015

Papers citing "Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches"

50 / 171 papers shown

Title
SweepNet: Wide-baseline Omnidirectional Depth Estimation Changhee Won Jongbin Ryu Jongwoo Lim MDE 26 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 48 546 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
DDFlow: Learning Optical Flow with Unlabeled Data Distillation Pengpeng Liu Irwin King Michael R. Lyu Jia Xu 16 173 0 25 Feb 2019
DF-SLAM: A Deep-Learning Enhanced Visual SLAM System based on Deep Local Features Rong Kang Jieqi Shi Xueming Li Yang Liu Xiao-Chang Liu 21 43 0 22 Jan 2019
One-view occlusion detection for stereo matching with a fully connected CRF model M. Mozerov Joost van de Weijer 3DV 16 18 0 12 Jan 2019
Feature Fusion for Robust Patch Matching With Compact Binary Descriptors A. Migliorati Attilio Fiandrotti Gianluca Francini S. Lepsøy R. Leonardi MQ 21 2 0 11 Jan 2019
RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials Despoina Paschalidou Ali O. Ulusoy Carolin Schmitt Luc van Gool Andreas Geiger 3DV 19 91 0 06 Jan 2019
Unsupervised monocular stereo matching Zhimin Zhang Jianzhong Qiao Shukuan Lin MDE 21 0 0 31 Dec 2018
Hierarchical Discrete Distribution Decomposition for Match Density Estimation Zhichao Yin Trevor Darrell Feng Yu 3DV 36 243 0 15 Dec 2018
Visual Depth Mapping from Monocular Images using Recurrent Convolutional Neural Networks John Mern Kyle D. Julian Rachael E. Tompa Mykel J. Kochenderfer GAN 21 7 0 10 Dec 2018
Rare Event Detection using Disentangled Representation Learning Ryuhei Hamaguchi Ken Sakurada Ryosuke Nakamura DRL 20 35 0 04 Dec 2018
Matching Disparate Image Pairs Using Shape-Aware ConvNets Shefali Srivastava A. Chopra Arun C. S. Kumar S. Bhandarkar D. Sharma 25 4 0 24 Nov 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 24 265 0 12 Oct 2018
Finding Correspondences for Optical Flow and Disparity Estimations using a Sub-pixel Convolution-based Encoder-Decoder Network Juan Luis Gonzalez M. Sarmad H. J. Lee Munchurl Kim 16 1 0 07 Oct 2018
Learning Depth with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang 3DV 3DPC MDE 61 311 0 04 Oct 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 Margret Keuper Thomas Brox 3DPC 32 206 0 06 Aug 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 34 108 0 16 Jul 2018
Accurate and efficient video de-fencing using convolutional neural networks and temporal information Chen Du Byeongkeun Kang Zheng Xu Ji Dai Truong Thao Nguyen 16 19 0 28 Jun 2018
Conditional Affordance Learning for Driving in Urban Environments Axel Sauer Nikolay Savinov Andreas Geiger 18 186 0 18 Jun 2018
Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising Zhihao Xia Ayan Chakrabarti 24 27 0 13 Jun 2018
Monocular Depth Estimation with Augmented Ordinal Depth Relationships Yuanzhouhan Cao Tianqi Zhao Ke Xian Chunhua Shen Zhiguo Cao Shugong Xu MDE 27 49 0 02 Jun 2018
Semantic Single-Image Dehazing Ziang Cheng Shaodi You V. Ila Hongdong Li 33 17 0 16 Apr 2018
Dual CNN Models for Unsupervised Monocular Depth Estimation Vamshi Krishna Repala S. Dubey MDE 35 37 0 16 Apr 2018
Variational 3D-PIV with Sparse Descriptors Katrin Lasinger Christoph Vogel Thomas Pock Konrad Schindler 28 11 0 09 Apr 2018
MVSNet: Depth Inference for Unstructured Multi-view Stereo Yao Yao Zixin Luo Shiwei Li Tian Fang Long Quan MDE 3DV 57 1,198 0 07 Apr 2018
CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation Konstantinos Batsos Changjiang Cai Philippos Mordohai 27 64 0 05 Apr 2018
DeepMVS: Learning Multi-view Stereopsis Po-Han Huang Kevin Blackburn-Matzen Johannes Kopf Narendra Ahuja Jia-Bin Huang 3DV 16 465 0 02 Apr 2018
Learning to Look around Objects for Top-View Representations of Outdoor Scenes S. Schulter Menghua Zhai Nathan Jacobs Manmohan Chandraker SSL 3DPC 36 86 0 28 Mar 2018
On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach Nikolai Smolyanskiy A. Kamenev Stan Birchfield MDE 24 95 0 26 Mar 2018
Cascaded multi-scale and multi-dimension convolutional neural network for stereo matching Haihua Lu Hai Xu Li Zhang Yong Zhao 3DV 21 16 0 26 Mar 2018
Pyramid Stereo Matching Network Jia-Ren Chang Yonghao Chen 3DPC 28 1,491 0 23 Mar 2018
Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences Mohammed E. Fathy Quoc-Huy Tran M. Zia Paul Vernaza Manmohan Chandraker 3DPC 3DV 16 47 0 20 Mar 2018
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains Jiahao Pang Wenxiu Sun Chengxi Yang Jimmy S. J. Ren Ruichao Xiao Jin Zeng Liang Lin 24 56 0 18 Mar 2018
EdgeStereo: A Context Integrated Residual Pyramid Network for Stereo Matching Xiao-yang Song Xu Zhao Hanwen Hu Liangji Fang 27 193 0 14 Mar 2018
Stereoscopic Neural Style Transfer Dongdong Chen Lu Yuan Jing Liao Nenghai Yu G. Hua 27 113 0 28 Feb 2018
Stretching Domain Adaptation: How far is too far? Yunhan Zhao Haider Ali René Vidal OOD 23 6 0 06 Dec 2017
Learning for Disparity Estimation through Feature Constancy Zhengfa Liang Yiliu Feng Yulan Guo Hengzhu Liu Wei Chen Linbo Qiao Li Zhou Jianfeng Zhang 3DV 39 30 0 04 Dec 2017
Semi-Global Stereo Matching with Surface Orientation Priors D. Scharstein Tatsunori Taniai Sudipta N. Sinha 24 32 0 03 Dec 2017
Unsupervised End-to-end Learning for Deformable Medical Image Registration Siyuan Shan Wen Yan Xiaoqing Guo E. Chang Yubo Fan Yan Xu MedIm 38 49 0 23 Nov 2017
Learning Compact Geometric Features Marc Khoury Qian-Yi Zhou V. Koltun 3DPC 47 198 0 15 Sep 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming Liu Jan Kautz 3DPC 157 2,428 0 07 Sep 2017
Improving Sonar Image Patch Matching via Deep Learning Matias Valdenegro-Toro 32 19 0 07 Sep 2017
Self-Supervised Learning for Stereo Matching with Self-Improving Ability Yiran Zhong Yuchao Dai Hongdong Li SSL 3DV 24 160 0 04 Sep 2017
RegNet: Multimodal Sensor Registration Using Deep Neural Networks N. Schneider Florian Piewak Christoph Stiller Uwe Franke 44 185 0 11 Jul 2017
Failing to Learn: Autonomously Identifying Perception Failures for Self-driving Cars M. Ramanagopal Cyrus Anderson Ram Vasudevan Matthew Johnson-Roberson 35 104 0 30 Jun 2017
DepthCut: Improved Depth Edge Estimation Using Multiple Unreliable Channels Paul Guerrero H. Winnemöller Wilmot Li Niloy J. Mitra MDE 21 7 0 22 May 2017