Cascade Residual Learning: A Two-stage Convolutional Neural Network for Stereo Matching

30 August 2017

Papers citing "Cascade Residual Learning: A Two-stage Convolutional Neural Network for Stereo Matching"

50 / 57 papers shown

Title
RGB-Phase Speckle: Cross-Scene Stereo 3D Reconstruction via Wrapped Pre-Normalization Kai Yang Zijian Bai Yang Xiao Xinyu Li Xiaohan Shi 42 0 0 08 Mar 2025
Robust and Flexible Omnidirectional Depth Estimation with Multiple 360-degree Cameras Ming Li Xueqian Jin Xuejiao Hu Jinghao Cao S. Du Yang Li MDE 45 0 0 23 Sep 2024
Booster: a Benchmark for Depth from Images of Specular and Transparent Surfaces Pierluigi Zama Ramirez Alex Costanzino Fabio Tosi Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano MDE 30 21 0 19 Jan 2023
Video Segmentation Learning Using Cascade Residual Convolutional Neural Network D. F. S. Santos R. G. Pires Danilo Colombo João Paulo Papa VOS 21 3 0 20 Dec 2022
TemporalStereo: Efficient Spatial-Temporal Stereo Matching Network Youming Zhang Matteo Poggi S. Mattoccia 27 13 0 24 Nov 2022
Minimizing the Effect of Noise and Limited Dataset Size in Image Classification Using Depth Estimation as an Auxiliary Task with Deep Multitask Learning Khashayar Namdar Partoo Vafaeikia Farzad Khalvati 29 0 0 22 Aug 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 29 31 0 09 Jun 2022
Neural Disparity Refinement for Arbitrary Resolution Stereo Filippo Aleotti Fabio Tosi Pierluigi Zama Ramirez Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano 3DV 12 26 0 28 Oct 2021
Multi-scale Iterative Residuals for Fast and Scalable Stereo Matching Yicheng Li René Schuster D. Stricker 3DV 18 1 0 25 Oct 2021
RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching Lahav Lipson Zachary Teed Jia Deng MDE 51 390 0 15 Sep 2021
MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching Faranak Shamsafar Samuel Woerz Rafia Rahim A. Zell 3DV 27 85 0 22 Aug 2021
L3C-Stereo: Lossless Compression for Stereo Images Zihao Huang Zhe Sun Feng Duan A. Cichocki Peiying Ruan Chong Li 3DV 17 8 0 21 Aug 2021
LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector Xiaoyang Guo Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 34 106 0 18 Aug 2021
Correlate-and-Excite: Real-Time Stereo Matching via Guided Cost Volume Excitation Antyanta Bangunharcana Jae-Won Cho Seokju Lee In So Kweon Kyung-soo Kim Soohyun Kim 16 67 0 12 Aug 2021
TimeLens: Event-based Video Frame Interpolation S. Tulyakov Daniel Gehrig Stamatios Georgoulis Julius Erbach Mathias Gehrig Yuanyou Li Davide Scaramuzza 30 181 0 14 Jun 2021
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior Kaihao Zhang Wenhan Luo Yanjiang Yu Wenqi Ren Fang Zhao Changsheng Li Lin Ma Wei Liu Hongdong Li 30 59 0 09 May 2021
Dynamic Fusion Network For Light Field Depth Estimation Yongri Piao Yukun Zhang Miao Zhang Xinxin Ji MDE 32 7 0 13 Apr 2021
CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo Shiyu Tan Yichen Wu Shoou-I Yu Ashok Veeraraghavan 33 16 0 09 Apr 2021
Learning Camera Localization via Dense Scene Matching Shitao Tang Chengzhou Tang Rui Huang Siyu Zhu P. Tan 3DV 37 39 0 31 Mar 2021
Adaptive Deconvolution-based stereo matching Net for Local Stereo Matching Xin Ma Zhicheng Zhang Danfeng Wang Yu Luo Hui Yuan 14 4 0 01 Jan 2021
Bilateral Grid Learning for Stereo Matching Networks Binfeng Xu Yuhua Xu Xiaoli Yang Wei Jia Yulan Guo 49 79 0 01 Jan 2021
Computer Stereo Vision for Autonomous Driving Rui Fan Li Wang M. J. Bocus Ioannis Pitas 3DV 44 33 0 06 Dec 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
GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 30 76 0 16 Sep 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
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network Xin Wu Wei Li Danfeng Hong Jiaojiao Tian R. Tao Q. Du 16 53 0 16 Jul 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
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
Du $^2$ Net: Learning Depth Estimation from Dual-Cameras and Dual-Pixels Yinda Zhang Neal Wadhwa Sergio Orts Christian Häne S. Fanello Rahul Garg MDE 3DV 27 36 0 31 Mar 2020
Superpixel Segmentation with Fully Convolutional Networks Fengting Yang Qian Sun Hailin Jin Zihan Zhou SSeg 19 185 0 29 Mar 2020
FADNet: A Fast and Accurate Network for Disparity Estimation Qiang-qiang Wang S. Shi Shi-gang Zheng Kaiyong Zhao X. Chu 3DPC 27 79 0 24 Mar 2020
A Novel Recurrent Encoder-Decoder Structure for Large-Scale Multi-view Stereo Reconstruction from An Open Aerial Dataset Jin Liu Shunping Ji 3DV 10 74 0 02 Mar 2020
Residual Knowledge Distillation Mengya Gao Yujun Shen Quanquan Li Chen Change Loy 16 28 0 21 Feb 2020
ResDepth: Learned Residual Stereo Reconstruction Corinne Stucker Konrad Schindler 20 24 0 22 Jan 2020
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching Xiaodong Gu Zhiwen Fan Zuozhuo Dai Siyu Zhu Feitong Tan P. Tan 3DV 50 710 0 13 Dec 2019
Domain-invariant Stereo Matching Networks Feihu Zhang Xiaojuan Qi Ruigang Yang V. Prisacariu B. Wah Philip Torr OOD 16 167 0 29 Nov 2019
Toward 3D Object Reconstruction from Stereo Images Haozhe Xie H. Yao Shangchen Zhou Shengping Zhang Xiaoshuai Sun Wenxiu Sun 3DV 23 20 0 18 Oct 2019
Real-Time Semantic Stereo Matching Pier Luigi Dovesi Matteo Poggi Lorenzo Andraghetti Miquel Martí Hedvig Kjellström Alessandro Pieropan S. Mattoccia 3DV 24 71 0 01 Oct 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
Segmentation is All You Need Zehua Cheng Yuxiang Wu Zhenghua Xu Thomas Lukasiewicz Weiyan Wang 33 20 0 30 Apr 2019
A Large RGB-D Dataset for Semi-supervised Monocular Depth Estimation Jaehoon Cho Dongbo Min Youngjung Kim Kwanghoon Sohn MDE 3DV 30 47 0 23 Apr 2019
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 23 271 0 10 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
Unsupervised monocular stereo matching Zhimin Zhang Jianzhong Qiao Shukuan Lin MDE 16 0 0 31 Dec 2018
Efficient Attention: Attention with Linear Complexities Zhuoran Shen Mingyuan Zhang Haiyu Zhao Shuai Yi Hongsheng Li 37 509 0 04 Dec 2018
Anytime Stereo Image Depth Estimation on Mobile Devices Yan Wang Zihang Lai Gao Huang Brian H. Wang L. V. D. van der Maaten M. Campbell Kilian Q. Weinberger 27 183 0 26 Oct 2018
Real-time self-adaptive deep stereo A. Tonioni Fabio Tosi Matteo Poggi S. Mattoccia Luigi Di Stefano 19 265 0 12 Oct 2018
Eliminating the Blind Spot: Adapting 3D Object Detection and Monocular Depth Estimation to 360° Panoramic Imagery Grégoire Payen de La Garanderie Amir Atapour-Abarghouei T. Breckon 3DPC MDE 24 80 0 19 Aug 2018