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
Accurate and Efficient Stereo Matching via Attention Concatenation Volume Gangwei Xu Yun Wang Junda Cheng Jinhui Tang Xin Yang 3DV 3DPC 30 45 0 23 Sep 2022
FCDSN-DC: An Accurate and Lightweight Convolutional Neural Network for Stereo Estimation with Depth Completion Dominik Hirner Friedrich Fraundorfer 3DV 3DPC 29 2 0 14 Sep 2022
SimpleRecon: 3D Reconstruction Without 3D Convolutions Mohamed Sayed J. Gibson Jamie Watson V. Prisacariu Michael Firman Clément Godard 3DV 30 87 0 31 Aug 2022
Uncertainty Guided Depth Fusion for Spike Camera Jianing Li Jiaming Liu Xi Wei Jiyuan Zhang Ming Lu Lei Ma Li Du Tiejun Huang Shanghang Zhang 3DH MDE 24 1 0 26 Aug 2022
STS: Surround-view Temporal Stereo for Multi-view 3D Detection Zengran Wang Chen Min Zheng Ge Yinhao Li Zeming Li Hongyu Yang Dihe Huang MDE 44 60 0 22 Aug 2022
MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth Chenjie Cao Xinlin Ren Yanwei Fu 31 47 0 04 Aug 2022
Learning Pseudo Front Depth for 2D Forward-Looking Sonar-based Multi-view Stereo Yusheng Wang Yonghoon Ji Hiroshi Tsuchiya Hajime Asama Atsushi Yamashita 14 6 0 30 Jul 2022
Depth Field Networks for Generalizable Multi-view Scene Representation Vitor Campagnolo Guizilini Igor Vasiljevic Jiading Fang Rares Andrei Ambrus G. Shakhnarovich Matthew R. Walter Adrien Gaidon 3DV MDE 32 15 0 28 Jul 2022
PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation Kwonyoung Kim Jungin Park Jiyoung Lee Dongbo Min Kwanghoon Sohn 3DPC 31 3 0 27 Jul 2022
GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data H. Lee Changwoo Han Jun-Sang Yoo Seung‐Won Jung 29 10 0 27 Jul 2022
End-to-end Graph-constrained Vectorized Floorplan Generation with Panoptic Refinement Jiacheng Liu Yuan Xue José Duarte Krishnendra Shekhawat Zihan Zhou Xiaolei Huang 3DV 17 7 0 27 Jul 2022
Semi-supervised Deep Multi-view Stereo Hongbin Xu Wei-Han Cheng Yang Liu Zhipeng Zhou Haihong Xiao Baigui Sun Xuansong Xie Wenxiong Kang 38 7 0 24 Jul 2022
EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching Qiang-qiang Wang S. Shi Kaiyong Zhao X. Chu 10 5 0 20 Jul 2022
DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras Ruizhi Shao Zerong Zheng Hongwen Zhang Jingxiang Sun Yebin Liu 33 55 0 16 Jul 2022
USegScene: Unsupervised Learning of Depth, Optical Flow and Ego-Motion with Semantic Guidance and Coupled Networks Johan Vertens Wolfram Burgard MDE 11 2 0 15 Jul 2022
DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated Images Ashish Tiwari Shanmuganathan Raman 32 10 0 05 Jul 2022
ORA3D: Overlap Region Aware Multi-view 3D Object Detection Wonseok Roh Gyusam Chang Seokha Moon Giljoo Nam Chanyoung Kim Younghyun Kim Jinkyu Kim Sangpil Kim 3DPC 29 11 0 02 Jul 2022
MEStereo-Du2CNN: A Novel Dual Channel CNN for Learning Robust Depth Estimates from Multi-exposure Stereo Images for HDR 3D Applications Rohit Choudhary Mansi Sharma V. UmaT. Rithvik Anil 3DV 26 1 0 21 Jun 2022
Geo-NI: Geometry-aware Neural Interpolation for Light Field Rendering Gaochang Wu Yuemei Zhou Yebin Liu Lu Fang Tianyou Chai 3DH AI4CE 27 0 0 20 Jun 2022
RGB-Multispectral Matching: Dataset, Learning Methodology, Evaluation Fabio Tosi Pierluigi Zama Ramirez Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano 11 9 0 14 Jun 2022
Learning 3D Object Shape and Layout without 3D Supervision Georgia Gkioxari Nikhila Ravi Justin Johnson SSL 29 20 0 14 Jun 2022
Open Challenges in Deep Stereo: the Booster Dataset Pierluigi Zama Ramirez Fabio Tosi Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano 3DV MDE 27 29 0 09 Jun 2022
WHU-Stereo: A Challenging Benchmark for Stereo Matching of High-Resolution Satellite Images Shenhong Li Sheng-Fang He San Jiang Wanshou Jiang Lin Zhang 9 17 0 06 Jun 2022
End-to-End 3D Hand Pose Estimation from Stereo Cameras Yuncheng Li Zehao Xue Yingying Wang Liuhao Ge Zhou Ren Jonathan Rodriguez 3DH 16 12 0 03 Jun 2022
Fine-tuning deep learning models for stereo matching using results from semi-global matching Hessah Albanwan R. Qin 13 0 0 27 May 2022
Unsupervised Learning of Depth, Camera Pose and Optical Flow from Monocular Video D. Mandal Abhilash Jain MDE 23 1 0 19 May 2022
Learning Monocular Depth Estimation via Selective Distillation of Stereo Knowledge Kyeongseob Song Kuk-Jin Yoon MDE 17 6 0 18 May 2022
BDIS: Bayesian Dense Inverse Searching Method for Real-Time Stereo Surgical Image Matching Jingwei Song Qiuchen Zhu Jianyu Lin Maani Ghaffari 3DV 14 9 0 06 May 2022
Outdoor Monocular Depth Estimation: A Research Review Pulkit Vyas Chirag Saxena Anwesh Badapanda Anurag Goswami MDE 37 14 0 03 May 2022
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images Chao Wen Yinda Zhang Chenjie Cao Zhuwen Li Xiangyang Xue Yanwei Fu 3DV 29 16 0 21 Apr 2022
4D-MultispectralNet: Multispectral Stereoscopic Disparity Estimation using Human Masks Philippe Duplessis-Guindon Guillaume-Alexandre Bilodeau 9 1 0 19 Apr 2022
Multi-Frame Self-Supervised Depth with Transformers Vitor Campagnolo Guizilini Rares Andrei Ambrus Di Chen Sergey Zakharov Adrien Gaidon ViT MDE 17 84 0 15 Apr 2022
A novel stereo matching pipeline with robustness and unfixed disparity search range Jiazhi Liu Feng Liu 3DV 6 0 0 11 Apr 2022
DSGN++: Exploiting Visual-Spatial Relation for Stereo-based 3D Detectors Yilun Chen Shijia Huang Shu Liu Bei Yu Jiaya Jia 3DPC 33 26 0 06 Apr 2022
Degradation-agnostic Correspondence from Resolution-asymmetric Stereo Xihao Chen Zhiwei Xiong Zhen Cheng Jiayong Peng Yueyi Zhang Zhengjun Zha 16 8 0 04 Apr 2022
GraftNet: Towards Domain Generalized Stereo Matching with a Broad-Spectrum and Task-Oriented Feature Biyang Liu Huimin Yu Guodong Qi 47 46 0 01 Apr 2022
Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation Jiankun Li Peisen Wang Pengfei Xiong Tao Cai Zi-Ping Yan Lei Yang Jiangyu Liu Haoqiang Fan Shuaicheng Liu 3DV 11 242 0 22 Mar 2022
Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective Jiawei Zhang Xiang Wang Xiao Bai Chen Wang Lei Huang Yimin Chen Lin Gu Jun Zhou Tatsuya Harada Edwin R. Hancock 24 55 0 21 Mar 2022
Depth Estimation by Combining Binocular Stereo and Monocular Structured-Light Yuhua Xu Xiaoli Yang Yushan Yu Wei Jia Zhaobi Chu Yulan Guo 3DV MDE 11 7 0 20 Mar 2022
ChiTransformer:Towards Reliable Stereo from Cues Qing Su Shihao Ji MDE ViT 18 12 0 09 Mar 2022
Attention Concatenation Volume for Accurate and Efficient Stereo Matching Gangwei Xu Junda Cheng Peng Guo Xin Yang 3DV 20 204 0 04 Mar 2022
DDL-MVS: Depth Discontinuity Learning for MVS Networks Nail Ibrahimli H. Ledoux Julian F. P. Kooij Liangliang Nan 3DV 29 0 0 02 Mar 2022
Deep Depth from Focal Stack with Defocus Model for Camera-Setting Invariance Yuki Fujimura M. Iiyama Takuya Funatomi Y. Mukaigawa 19 5 0 26 Feb 2022
CATs++: Boosting Cost Aggregation with Convolutions and Transformers Seokju Cho Sunghwan Hong Seung Wook Kim ViT 27 34 0 14 Feb 2022
PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth Estimation Yu-yang Li Zhixin Yan Ye Duan Liu Ren MDE 21 13 0 02 Feb 2022
Stereo Matching with Cost Volume based Sparse Disparity Propagation Weimin Xue Xiaojiang Peng 3DV 19 0 0 28 Jan 2022
Multi-view Monocular Depth and Uncertainty Prediction with Deep SfM in Dynamic Environments Christian Homeyer Oliver Lange Christoph Schnörr MDE 15 3 0 21 Jan 2022
ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks Weiqin Chuah Ruwan Tennakoon R. Hoseinnezhad A. Bab-Hadiashar David Suter OOD 19 40 0 06 Jan 2022
Detailed Facial Geometry Recovery from Multi-View Images by Learning an Implicit Function Yunze Xiao Hao Zhu Haotian Yang Zhe-jun Diao Xiangju Lu Xun Cao CVBM 3DH 3DV 23 18 0 04 Jan 2022
Dense Depth Estimation from Multiple 360-degree Images Using Virtual Depth Seongyeop Yang Kunhee Kim Yeejin Lee MDE 14 1 0 30 Dec 2021