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Learning Stereo from Single Images
v1v2 (latest)

Learning Stereo from Single Images

4 August 2020
Jamie Watson
Oisin Mac Aodha
Daniyar Turmukhambetov
Gabriel J. Brostow
Michael Firman
ArXiv (abs)PDFHTML

Papers citing "Learning Stereo from Single Images"

45 / 45 papers shown
Rethinking Unsupervised Cross-modal Flow Estimation: Learning from Decoupled Optimization and Consistency Constraint
Rethinking Unsupervised Cross-modal Flow Estimation: Learning from Decoupled Optimization and Consistency Constraint
Runmin Zhang
Jialiang Wang
S. Cao
Zhu Yu
Junchen Yu
Guangyi Zhang
Hui-Liang Shen
127
0
0
29 Sep 2025
Towards Depth Foundation Model: Recent Trends in Vision-Based Depth Estimation
Towards Depth Foundation Model: Recent Trends in Vision-Based Depth Estimation
Zhen Xu
Hongyu Zhou
Sida Peng
Haotong Lin
Haoyu Guo
...
Yue Wang
Ruizhen Hu
Yiyi Liao
Xiaowei Zhou
Hujun Bao
VLM
258
3
0
15 Jul 2025
Aerial Multi-View Stereo via Adaptive Depth Range Inference and Normal Cues
Aerial Multi-View Stereo via Adaptive Depth Range Inference and Normal CuesIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Y. Liu
Yakun Ju
Yuan Rao
Hao Fan
Junyu Dong
Feng Gao
Q. Du
299
2
0
06 Jun 2025
Boosting Zero-shot Stereo Matching using Large-scale Mixed Images Sources in the Real World
Boosting Zero-shot Stereo Matching using Large-scale Mixed Images Sources in the Real WorldInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Yuran Wang
Yingping Liang
Ying Fu
292
1
0
13 May 2025
Eye2Eye: A Simple Approach for Monocular-to-Stereo Video Synthesis
Eye2Eye: A Simple Approach for Monocular-to-Stereo Video Synthesis
Michal Geyer
Omer Tov
Linyi Jin
Richard Tucker
Inbar Mosseri
Tali Dekel
Noah Snavely
DiffMVGen
469
4
0
30 Apr 2025
Mathematical Modeling of Option Pricing with an Extended Black-Scholes Framework
Mathematical Modeling of Option Pricing with an Extended Black-Scholes Framework
Nikhil Shivakumar Nayak
466
19
0
04 Apr 2025
Towards Open-World Generation of Stereo Images and Unsupervised Matching
Towards Open-World Generation of Stereo Images and Unsupervised Matching
Feng Qiao
Zhexiao Xiong
Eric Xing
Nathan Jacobs
DiffM3DV
374
1
0
17 Mar 2025
Self-Assessed Generation: Trustworthy Label Generation for Optical Flow
  and Stereo Matching in Real-world
Self-Assessed Generation: Trustworthy Label Generation for Optical Flow and Stereo Matching in Real-world
Han Ling
Yinghui Sun
Quansen Sun
Ivor Tsang
Yuhui Zheng
226
3
0
14 Oct 2024
Pseudo-Stereo Inputs: A Solution to the Occlusion Challenge in Self-Supervised Stereo Matching
Pseudo-Stereo Inputs: A Solution to the Occlusion Challenge in Self-Supervised Stereo Matching
Ruizhi Yang
Xingqiang Li
Jiajun Bai
Jinsong Du
253
1
0
03 Oct 2024
ImmersePro: End-to-End Stereo Video Synthesis Via Implicit Disparity
  Learning
ImmersePro: End-to-End Stereo Video Synthesis Via Implicit Disparity Learning
Jian Shi
Zhenyu Li
Peter Wonka
MDE
303
8
0
30 Sep 2024
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument
  segmentation
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation
Qiyuan Wang
Shang Zhao
Zikang Xu
S Kevin Zhou
472
0
0
14 Sep 2024
A Noncontact Technique for Wave Measurement Based on Thermal
  Stereography and Deep Learning
A Noncontact Technique for Wave Measurement Based on Thermal Stereography and Deep LearningIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2024
Deyu Li
L. Xiao
Handi Wei
Yan Li
Binghua Zhang
271
0
0
20 Aug 2024
A Survey on Deep Stereo Matching in the Twenties
A Survey on Deep Stereo Matching in the Twenties
Fabio Tosi
Luca Bartolomei
Matteo Poggi
3DV
274
45
0
10 Jul 2024
Active Stereo in the Wild through Virtual Pattern Projection
Active Stereo in the Wild through Virtual Pattern Projection
Luca Bartolomei
Matteo Poggi
Fabio Tosi
Andrea Conti
S. Mattoccia
MDE
405
0
0
06 Jun 2024
Federated Online Adaptation for Deep Stereo
Federated Online Adaptation for Deep Stereo
Matteo Poggi
Fabio Tosi
FedML
389
15
0
23 May 2024
StereoDiffusion: Training-Free Stereo Image Generation Using Latent
  Diffusion Models
StereoDiffusion: Training-Free Stereo Image Generation Using Latent Diffusion Models
Lezhong Wang
J. Frisvad
Mark Bo Jensen
Siavash Bigdeli
DiffM
360
26
0
08 Mar 2024
Stereo-Matching Knowledge Distilled Monocular Depth Estimation Filtered
  by Multiple Disparity Consistency
Stereo-Matching Knowledge Distilled Monocular Depth Estimation Filtered by Multiple Disparity ConsistencyIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Woonghyun Ka
Jae Young Lee
Jaehyun Choi
Junmo Kim
MDE
236
0
0
22 Jan 2024
Revisiting Depth Completion from a Stereo Matching Perspective for
  Cross-domain Generalization
Revisiting Depth Completion from a Stereo Matching Perspective for Cross-domain GeneralizationInternational Conference on 3D Vision (3DV), 2023
Luca Bartolomei
Matteo Poggi
Andrea Conti
Fabio Tosi
S. Mattoccia
362
19
0
14 Dec 2023
Skin the sheep not only once: Reusing Various Depth Datasets to Drive
  the Learning of Optical Flow
Skin the sheep not only once: Reusing Various Depth Datasets to Drive the Learning of Optical FlowIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Sheng-Chi Huang
Wei-Chen Chiu
153
0
0
03 Oct 2023
Active Stereo Without Pattern Projector
Active Stereo Without Pattern ProjectorIEEE International Conference on Computer Vision (ICCV), 2023
Luca Bartolomei
Matteo Poggi
Fabio Tosi
Andrea Conti
S. Mattoccia
3DV
282
12
0
21 Sep 2023
Single-View View Synthesis with Self-Rectified Pseudo-Stereo
Single-View View Synthesis with Self-Rectified Pseudo-StereoInternational Journal of Computer Vision (IJCV), 2023
Yang Zhou
Han-Zhen Wu
Wenxi Liu
Zheng Xiong
Jing Qin
Shengfeng He
3DV
256
10
0
19 Apr 2023
NeRF-Supervised Deep Stereo
NeRF-Supervised Deep StereoComputer Vision and Pattern Recognition (CVPR), 2023
Fabio Tosi
A. Tonioni
Daniele De Gregorio
Matteo Poggi
MDE
252
67
0
30 Mar 2023
Single-view Neural Radiance Fields with Depth Teacher
Single-view Neural Radiance Fields with Depth Teacher
Yurui Chen
Chun Gu
Feihu Zhang
Li Zhang
219
2
0
17 Mar 2023
Scene-Aware 3D Multi-Human Motion Capture from a Single Camera
Scene-Aware 3D Multi-Human Motion Capture from a Single Camera
D. Luvizon
Marc Habermann
Vladislav Golyanik
Adam Kortylewski
Christian Theobalt
3DHHAI
429
25
0
12 Jan 2023
A Practical Stereo Depth System for Smart Glasses
A Practical Stereo Depth System for Smart GlassesComputer Vision and Pattern Recognition (CVPR), 2022
Jialiang Wang
D. Scharstein
Akash Bapat
Kevin Blackburn-Matzen
Matthew Yu
...
Jan-Michael Frahm
Zijian He
Peter Vajda
Michael F. Cohen
M. Uyttendaele
MDE
378
9
0
19 Nov 2022
Single-View View Synthesis in the Wild with Learned Adaptive Multiplane
  Images
Single-View View Synthesis in the Wild with Learned Adaptive Multiplane ImagesInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2022
Yuxuan Han
Ruicheng Wang
Jiaolong Yang
3DV
524
87
0
24 May 2022
GraftNet: Towards Domain Generalized Stereo Matching with a
  Broad-Spectrum and Task-Oriented Feature
GraftNet: Towards Domain Generalized Stereo Matching with a Broad-Spectrum and Task-Oriented FeatureComputer Vision and Pattern Recognition (CVPR), 2022
Biyang Liu
Huimin Yu
Guodong Qi
546
73
0
01 Apr 2022
Revisiting Domain Generalized Stereo Matching Networks from a Feature
  Consistency Perspective
Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency PerspectiveComputer Vision and Pattern Recognition (CVPR), 2022
Jiawei Zhang
Xiang Wang
Xiao Bai
Chen Wang
Lei Huang
Yimin Chen
Lin Gu
Jun Zhou
Tatsuya Harada
Edwin R. Hancock
269
79
0
21 Mar 2022
Semi-Supervised Learning with Mutual Distillation for Monocular Depth
  Estimation
Semi-Supervised Learning with Mutual Distillation for Monocular Depth EstimationIEEE International Conference on Robotics and Automation (ICRA), 2022
Jongbeom Baek
Gyeongnyeon Kim
Seung Wook Kim
FedMLMDE
276
16
0
18 Mar 2022
Pseudo-Stereo for Monocular 3D Object Detection in Autonomous Driving
Pseudo-Stereo for Monocular 3D Object Detection in Autonomous DrivingComputer Vision and Pattern Recognition (CVPR), 2022
Yi-Nan Chen
Hang Dai
Yong Ding
3DPC
278
84
0
04 Mar 2022
PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth
  Estimation
PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth EstimationInternational Conference on 3D Vision (3DV), 2021
Yu-yang Li
Zhixin Yan
Ye Duan
Liu Ren
MDE
178
16
0
02 Feb 2022
3D Hierarchical Refinement and Augmentation for Unsupervised Learning of
  Depth and Pose from Monocular Video
3D Hierarchical Refinement and Augmentation for Unsupervised Learning of Depth and Pose from Monocular Video
Guangming Wang
Jiquan Zhong
Shijie Zhao
Wenhua Wu
Yanfeng Guo
Hesheng Wang
MDE
242
28
0
06 Dec 2021
Learning multiplane images from single views with self-supervision
Learning multiplane images from single views with self-supervision
Gustavo Sutter P. Carvalho
D. Luvizon
Antonio Joia Neto
André G. C. Pacheco
O. A. B. Penatti
SSL
272
1
0
18 Oct 2021
RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching
RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching
Lahav Lipson
Zachary Teed
Gaowen Liu
MDE
409
603
0
15 Sep 2021
Rethinking Global Context in Crowd Counting
Rethinking Global Context in Crowd CountingMachine Intelligence Research (MIR), 2021
Guolei Sun
Yun-Hai Liu
Thomas Probst
D. Paudel
Nikola Popovic
Luc Van Gool
ViT
286
26
0
23 May 2021
CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching
CFNet: Cascade and Fused Cost Volume for Robust Stereo MatchingComputer Vision and Pattern Recognition (CVPR), 2021
Zhelun Shen
Yuchao Dai
Zhibo Rao
3DV
264
367
0
09 Apr 2021
Learning optical flow from still images
Learning optical flow from still imagesComputer Vision and Pattern Recognition (CVPR), 2021
Filippo Aleotti
Matteo Poggi
S. Mattoccia
3DPC
218
39
0
08 Apr 2021
Geometry-Aware Unsupervised Domain Adaptation for Stereo Matching
Geometry-Aware Unsupervised Domain Adaptation for Stereo MatchingIEEE International Conference on Robotics and Automation (ICRA), 2021
Hiroki Sakuma
Yoshinori Konishi
347
3
0
26 Mar 2021
Semi-synthesis: A fast way to produce effective datasets for stereo
  matching
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
209
13
0
26 Jan 2021
Monocular Depth Parameterizing Networks
Monocular Depth Parameterizing Networks
Patrik Persson
Linn Öström
Carl Olsson
MDE
237
0
0
21 Dec 2020
$\mathbb{X}$Resolution Correspondence Networks
X\mathbb{X}XResolution Correspondence NetworksBritish Machine Vision Conference (BMVC), 2020
Georgi Tinchev
Shuda Li
Kai Han
David Mitchell
R. Kouskouridas
3DV
366
6
0
17 Dec 2020
Revisiting Stereo Depth Estimation From a Sequence-to-Sequence
  Perspective with Transformers
Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers
Zhaoshuo Li
Xingtong Liu
Nathan G. Drenkow
Andy S Ding
Francis X. Creighton
Russell H. Taylor
Mathias Unberath
MDEViT
689
374
0
05 Nov 2020
Adaptive confidence thresholding for monocular depth estimation
Adaptive confidence thresholding for monocular depth estimationIEEE International Conference on Computer Vision (ICCV), 2020
Hyesong Choi
Hunsang Lee
Sunkyung Kim
Sunok Kim
Seungryong Kim
Kwanghoon Sohn
Dongbo Min
MDE
364
31
0
27 Sep 2020
Reversing the cycle: self-supervised deep stereo through enhanced
  monocular distillation
Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation
Filippo Aleotti
Fabio Tosi
Li Zhang
Matteo Poggi
S. Mattoccia
SSLMDE
293
62
0
17 Aug 2020
Self-adapting confidence estimation for stereo
Self-adapting confidence estimation for stereo
Matteo Poggi
Filippo Aleotti
Fabio Tosi
Giulio Zaccaroni
S. Mattoccia
275
9
0
14 Aug 2020
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