Self-Supervised Learning for Stereo Matching with Self-Improving Ability

4 September 2017

Yuchao Dai

Papers citing "Self-Supervised Learning for Stereo Matching with Self-Improving Ability"

50 / 68 papers shown

Title
GenStereo: Towards Open-World Generation of Stereo Images and Unsupervised Matching Feng Qiao Zhexiao Xiong Eric Xing Nathan Jacobs DiffM 3DV 57 1 0 17 Mar 2025
Stereo-Depth Fusion through Virtual Pattern Projection Luca Bartolomei Matteo Poggi Fabio Tosi Andrea Conti S. Mattoccia MDE 44 0 0 06 Jun 2024
Federated Online Adaptation for Deep Stereo Matteo Poggi Fabio Tosi FedML 36 9 0 23 May 2024
Doduo: Learning Dense Visual Correspondence from Unsupervised Semantic-Aware Flow Zhenyu Jiang Hanwen Jiang Yuke Zhu VOS 32 4 0 26 Sep 2023
Active Stereo Without Pattern Projector Luca Bartolomei Matteo Poggi Fabio Tosi Andrea Conti S. Mattoccia 3DV 35 9 0 21 Sep 2023
NeRF-Supervised Deep Stereo Fabio Tosi A. Tonioni Daniele De Gregorio Matteo Poggi MDE 21 42 0 30 Mar 2023
DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models Jamie M. Wynn Daniyar Turmukhambetov DiffM AI4CE 23 110 0 23 Feb 2023
Deep Laparoscopic Stereo Matching with Transformers Xuelian Cheng Yiran Zhong Mehrtash Harandi Tom Drummond Zhiyong Wang Zongyuan Ge ViT MedIm 33 14 0 25 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
Vicinity Vision Transformer Weixuan Sun Zhen Qin Huiyuan Deng Jianyuan Wang Yi Zhang Kaihao Zhang Nick Barnes Stan Birchfield Lingpeng Kong Yiran Zhong ViT 42 31 0 21 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
UAMD-Net: A Unified Adaptive Multimodal Neural Network for Dense Depth Completion Guancheng Chen Jun-Ming Lin Huabiao Qin 3DPC 30 8 0 16 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
ChiTransformer:Towards Reliable Stereo from Cues Qing Su Shihao Ji MDE ViT 18 12 0 09 Mar 2022
ActiveZero: Mixed Domain Learning for Active Stereovision with Zero Annotation Isabella Liu Edward Yang Jianyu Tao Rui Chen Xiaoshuai Zhang Qing Ran Zhuoman Liu Hao Su 133 8 0 06 Dec 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
Co-Teaching: An Ark to Unsupervised Stereo Matching Hengli Wang Rui Fan Ming-Yu Liu 3DV 20 3 0 17 Jul 2021
Self-Supervised Monocular Depth Estimation of Untextured Indoor Rotated Scenes Benjamin Keltjens T. V. Dijk Guido de Croon MDE 18 3 0 24 Jun 2021
Achieving Domain Robustness in Stereo Matching Networks by Removing Shortcut Learning Weiqin Chuah Ruwan Tennakoon A. Bab-Hadiashar David Suter OOD 24 0 0 15 Jun 2021
SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping Austin Stone Daniel Maurer Alper Ayvaci A. Angelova Rico Jonschkowski 40 81 0 14 May 2021
The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth Jamie Watson Oisin Mac Aodha V. Prisacariu Gabriel J. Brostow Michael Firman MDE 37 264 0 29 Apr 2021
H-Net: Unsupervised Attention-based Stereo Depth Estimation Leveraging Epipolar Geometry Baoru Huang Jian-Qing Zheng Stamatia Giannarou Daniel Elson MDE 33 18 0 22 Apr 2021
CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching Zhelun Shen Yuchao Dai Zhibo Rao 3DV 20 265 0 09 Apr 2021
Stereo Matching by Self-supervision of Multiscopic Vision Weihao Yuan Yazhan Zhang Bingkun Wu Siyu Zhu P. Tan M. Y. Wang Qifeng Chen MDE 20 20 0 09 Apr 2021
Deep Two-View Structure-from-Motion Revisited Jianyuan Wang Yiran Zhong Yuchao Dai Stan Birchfield Kaihao Zhang Nikolai Smolyanskiy Hongdong Li MDE 22 49 0 01 Apr 2021
PVStereo: Pyramid Voting Module for End-to-End Self-Supervised Stereo Matching Hengli Wang Rui Fan Peide Cai Ming-Yu Liu 22 65 0 12 Mar 2021
Depth Completion using Piecewise Planar Model Yiran Zhong Yuchao Dai Hongdong Li 3DV 28 0 0 06 Dec 2020
Efficient Depth Completion Using Learned Bases Yiran Zhong Yuchao Dai Hongdong Li 3DV 28 2 0 02 Dec 2020
Displacement-Invariant Cost Computation for Efficient Stereo Matching Yiran Zhong Charles T. Loop Wonmin Byeon Stan Birchfield Yuchao Dai Kaihao Zhang A. Kamenev Thomas Breuel Hongdong Li Jan Kautz 4 4 0 01 Dec 2020
EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation Yang Jiao T. Tran Guangming Shi 35 33 0 16 Nov 2020
Remixing Music with Visual Conditioning Li-Chia Yang Alexander Lerch 16 4 0 27 Oct 2020
Hierarchical Neural Architecture Search for Deep Stereo Matching Xuelian Cheng Yiran Zhong Mehrtash Harandi Yuchao Dai Xiaojun Chang Tom Drummond Hongdong Li Zongyuan Ge 3DV 9 350 0 26 Oct 2020
Movement-induced Priors for Deep Stereo Wenshuai Zhao Muhammad Kamran Janjua Arno Solin Arno Solin 16 1 0 18 Oct 2020
Matching-space Stereo Networks for Cross-domain Generalization Changjiang Cai Matteo Poggi S. Mattoccia Philippos Mordohai OOD 11 45 0 14 Oct 2020
Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation Filippo Aleotti Fabio Tosi Li Zhang Matteo Poggi S. Mattoccia SSL MDE 19 51 0 17 Aug 2020
Learning Stereo from Single Images Jamie Watson Oisin Mac Aodha Daniyar Turmukhambetov Gabriel J. Brostow Michael Firman 19 69 0 04 Aug 2020
Stereo Vision Based Single-Shot 6D Object Pose Estimation for Bin-Picking by a Robot Manipulator Y. Nakano 14 5 0 28 May 2020
Expanding Sparse Guidance for Stereo Matching Yu-Kai Huang Yueh-Cheng Liu Tsung-Han Wu Hung-Ting Su Winston H. Hsu 3DV 16 2 0 24 Apr 2020
Domain-invariant Stereo Matching Networks Feihu Zhang Xiaojuan Qi Ruigang Yang V. Prisacariu B. Wah Philip Torr OOD 16 167 0 29 Nov 2019
Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods Florent Chiaroni Zhenyang Li Weitong Chen Frederic Dufaux SSL 16 15 0 03 Oct 2019
Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks Andrea Pilzer Stéphane Lathuilière Dan Xu M. Puscas Elisa Ricci N. Sebe MDE 16 24 0 17 Sep 2019
MVS^2: Deep Unsupervised Multi-view Stereo with Multi-View Symmetry Yuchao Dai Zhidong Zhu Zhibo Rao Bo Li 3DV 19 79 0 30 Aug 2019
DSIC: Deep Stereo Image Compression Jerry Liu Shenlong Wang R. Urtasun 27 45 0 09 Aug 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
A Survey on Deep Learning Architectures for Image-based Depth Reconstruction Hamid Laga 3DV MDE 19 22 0 14 Jun 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
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
Noise-Aware Unsupervised Deep Lidar-Stereo Fusion Xuelian Cheng Yiran Zhong Yuchao Dai Pan Ji Hongdong Li 3DPC 3DV 28 65 0 08 Apr 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