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Revisiting Stereo Depth Estimation From a Sequence-to-Sequence
  Perspective with Transformers

Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers

5 November 2020
Zhaoshuo Li
Xingtong Liu
Nathan G. Drenkow
Andy S Ding
Francis X. Creighton
Russell H. Taylor
Mathias Unberath
    MDE
    ViT
ArXivPDFHTML

Papers citing "Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers"

50 / 147 papers shown
Title
M3Depth: Wavelet-Enhanced Depth Estimation on Mars via Mutual Boosting of Dual-Modal Data
M3Depth: Wavelet-Enhanced Depth Estimation on Mars via Mutual Boosting of Dual-Modal Data
Junjie Li
Jiawei Wang
Miyu Li
Yu Liu
Yumei Wang
Haitao Xu
MDE
24
0
0
20 May 2025
Multi-Label Stereo Matching for Transparent Scene Depth Estimation
Multi-Label Stereo Matching for Transparent Scene Depth Estimation
Zhidan Liu
Chengtang Yao
Jiaxi Zeng
Yuwei Wu
Yunde Jia
3DV
9
0
0
20 May 2025
Diving into the Fusion of Monocular Priors for Generalized Stereo Matching
Diving into the Fusion of Monocular Priors for Generalized Stereo Matching
Chengtang Yao
Lidong Yu
Zhidan Liu
Jiaxi Zeng
Yuwei Wu
Yunde Jia
MDE
9
0
0
20 May 2025
3D Visual Illusion Depth Estimation
3D Visual Illusion Depth Estimation
Chengtang Yao
Zhidan Liu
Jiaxi Zeng
Lidong Yu
Yuwei Wu
Yunde Jia
MDE
17
0
0
19 May 2025
DispBench: Benchmarking Disparity Estimation to Synthetic Corruptions
DispBench: Benchmarking Disparity Estimation to Synthetic Corruptions
Shashank Agnihotri
Amaan Ansari
Annika Dackermann
Fabian Rösch
M. Keuper
55
0
0
08 May 2025
JointDiT: Enhancing RGB-Depth Joint Modeling with Diffusion Transformers
JointDiT: Enhancing RGB-Depth Joint Modeling with Diffusion Transformers
Kwon Byung-Ki
Qi Dai
Lee Hyoseok
Chong Luo
Tae-Hyun Oh
73
0
0
01 May 2025
Procedural Dataset Generation for Zero-Shot Stereo Matching
Procedural Dataset Generation for Zero-Shot Stereo Matching
David Yan
Alexander R. E. Raistrick
Jia Deng
3DV
50
0
0
23 Apr 2025
Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection
Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection
Nasar Iqbal
Niki Martinel
Mamba
53
0
0
04 Apr 2025
Feature-EndoGaussian: Feature Distilled Gaussian Splatting in Surgical Deformable Scene Reconstruction
Kai Li
Junhao Wang
William Jongwon Han
Ding Zhao
3DGS
63
0
0
08 Mar 2025
Stereo Any Video: Temporally Consistent Stereo Matching
Junpeng Jing
Weixun Luo
Ye Mao
K. Mikolajczyk
51
0
0
07 Mar 2025
Hadamard Attention Recurrent Transformer: A Strong Baseline for Stereo Matching Transformer
Hadamard Attention Recurrent Transformer: A Strong Baseline for Stereo Matching Transformer
Ziyang Chen
Yongjun Zhang
Wenting Li
Bingshu Wang
Yabo Wu
Yong Zhao
C. L. P. Chen
49
0
0
02 Jan 2025
$SE(3)$ Equivariant Ray Embeddings for Implicit Multi-View Depth
  Estimation
SE(3)SE(3)SE(3) Equivariant Ray Embeddings for Implicit Multi-View Depth Estimation
Yinshuang Xu
Dian Chen
Katherine Liu
Sergey Zakharov
Rares Andrei Ambrus
Kostas Daniilidis
Vitor Campagnolo Guizilini
MDE
35
0
0
11 Nov 2024
SurgicalGS: Dynamic 3D Gaussian Splatting for Accurate Robotic-Assisted
  Surgical Scene Reconstruction
SurgicalGS: Dynamic 3D Gaussian Splatting for Accurate Robotic-Assisted Surgical Scene Reconstruction
Jianfei Chen
Xin Zhang
Mobarakol Islam
Francisco Vasconcelos
Danail Stoyanov
Daniel Elson
Baoru Huang
3DGS
39
3
0
11 Oct 2024
A Lightweight Target-Driven Network of Stereo Matching for Inland
  Waterways
A Lightweight Target-Driven Network of Stereo Matching for Inland Waterways
Jing Su
Yiqing Zhou
Yu Zhang
Chao Wang
Yi Wei
3DV
28
0
0
10 Oct 2024
Analysis of different disparity estimation techniques on aerial stereo
  image datasets
Analysis of different disparity estimation techniques on aerial stereo image datasets
Ishan Narayan
Shashi Poddar
26
0
0
09 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
33
2
0
30 Sep 2024
ClearDepth: Enhanced Stereo Perception of Transparent Objects for
  Robotic Manipulation
ClearDepth: Enhanced Stereo Perception of Transparent Objects for Robotic Manipulation
Kaixin Bai
Huajian Zeng
Lei Zhang
Yiwen Liu
Hongli Xu
Zhaopeng Chen
Jianwei Zhang
40
1
0
13 Sep 2024
Disparity Estimation Using a Quad-Pixel Sensor
Disparity Estimation Using a Quad-Pixel Sensor
Zhuofeng Wu
Doehyung Lee
Zihua Liu
Kazunori Yoshizaki
Yusuke Monno
Masatoshi Okutomi
MDE
22
1
0
01 Sep 2024
IGEV++: Iterative Multi-range Geometry Encoding Volumes for Stereo Matching
IGEV++: Iterative Multi-range Geometry Encoding Volumes for Stereo Matching
Gangwei Xu
Xianqi Wang
Zhaoxing Zhang
Junda Cheng
Chunyuan Liao
Xin Yang
3DV
75
11
0
01 Sep 2024
Rethinking the Key Factors for the Generalization of Remote Sensing
  Stereo Matching Networks
Rethinking the Key Factors for the Generalization of Remote Sensing Stereo Matching Networks
Liting Jiang
Feng Wang
Wenyi Zhang
Peifeng Li
H. You
Yuming Xiang
OOD
33
1
0
14 Aug 2024
LiDAR-Event Stereo Fusion with Hallucinations
LiDAR-Event Stereo Fusion with Hallucinations
Luca Bartolomei
Matteo Poggi
Andrea Conti
S. Mattoccia
3DV
47
1
0
08 Aug 2024
A Review of 3D Reconstruction Techniques for Deformable Tissues in
  Robotic Surgery
A Review of 3D Reconstruction Techniques for Deformable Tissues in Robotic Surgery
Mengya Xu
Ziqi Guo
An-Chi Wang
Long Bai
Hongliang Ren
46
4
0
08 Aug 2024
Gaussian Mixture based Evidential Learning for Stereo Matching
Gaussian Mixture based Evidential Learning for Stereo Matching
Weide Liu
Xingxing Wang
Lu Wang
Jun Cheng
Fayao Liu
Xulei Yang
26
0
0
05 Aug 2024
MCPDepth: Omnidirectional Depth Estimation via Stereo Matching from
  Multi-Cylindrical Panoramas
MCPDepth: Omnidirectional Depth Estimation via Stereo Matching from Multi-Cylindrical Panoramas
Feng Qiao
Zhexiao Xiong
Xinge Zhu
Yuexin Ma
Qiumeng He
Nathan Jacobs
MDE
31
1
0
03 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
38
10
0
10 Jul 2024
SurgicalGaussian: Deformable 3D Gaussians for High-Fidelity Surgical
  Scene Reconstruction
SurgicalGaussian: Deformable 3D Gaussians for High-Fidelity Surgical Scene Reconstruction
Weixing Xie
Junfeng Yao
Xianpeng Cao
Qiqin Lin
Zerui Tang
Xiao Dong
Xiaohu Guo
3DGS
53
6
0
06 Jul 2024
Stereo Risk: A Continuous Modeling Approach to Stereo Matching
Stereo Risk: A Continuous Modeling Approach to Stereo Matching
Ce Liu
Suryansh Kumar
Shuhang Gu
Radu Timofte
Yao Yao
Luc Van Gool
37
5
0
03 Jul 2024
SVG: 3D Stereoscopic Video Generation via Denoising Frame Matrix
SVG: 3D Stereoscopic Video Generation via Denoising Frame Matrix
Peng Dai
Feitong Tan
Qiangeng Xu
David Futschik
Ruofei Du
S. Fanello
Xiaojuan Qi
Yinda Zhang
VGen
25
4
0
29 Jun 2024
Rectified Iterative Disparity for Stereo Matching
Rectified Iterative Disparity for Stereo Matching
Weiqing Xiao
Wei Zhao
3DV
30
0
0
16 Jun 2024
Stereo-Depth Fusion through Virtual Pattern Projection
Stereo-Depth Fusion through Virtual Pattern Projection
Luca Bartolomei
Matteo Poggi
Fabio Tosi
Andrea Conti
S. Mattoccia
MDE
44
0
0
06 Jun 2024
Gated Fields: Learning Scene Reconstruction from Gated Videos
Gated Fields: Learning Scene Reconstruction from Gated Videos
Andrea Ramazzina
Stefanie Walz
Pragyan Dahal
Mario Bijelic
Felix Heide
42
1
0
30 May 2024
Federated Online Adaptation for Deep Stereo
Federated Online Adaptation for Deep Stereo
Matteo Poggi
Fabio Tosi
FedML
36
9
0
23 May 2024
Ghost-Stereo: GhostNet-based Cost Volume Enhancement and Aggregation for
  Stereo Matching Networks
Ghost-Stereo: GhostNet-based Cost Volume Enhancement and Aggregation for Stereo Matching Networks
Xingguang Jiang
Xiaofeng Bian
Chenggang Guo
3DV
38
1
0
23 May 2024
Cross-spectral Gated-RGB Stereo Depth Estimation
Cross-spectral Gated-RGB Stereo Depth Estimation
Samuel Brucker
Stefanie Walz
Mario Bijelic
Felix Heide
MDE
23
3
0
21 May 2024
Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field
  Video Reconstruction
Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field Video Reconstruction
Aryan Garg
Raghav Mallampali
Akshat Joshi
Shrisudhan Govindarajan
Kaushik Mitra
39
0
0
20 May 2024
FA-Depth: Toward Fast and Accurate Self-supervised Monocular Depth
  Estimation
FA-Depth: Toward Fast and Accurate Self-supervised Monocular Depth Estimation
Fei Wang
Jun Cheng
MDE
54
0
0
17 May 2024
Rethinking Iterative Stereo Matching from Diffusion Bridge Model
  Perspective
Rethinking Iterative Stereo Matching from Diffusion Bridge Model Perspective
Yuguang Shi
DiffM
34
0
0
13 Apr 2024
Independently Keypoint Learning for Small Object Semantic Correspondence
Independently Keypoint Learning for Small Object Semantic Correspondence
Hailong Jin
Huiying Li
34
0
0
03 Apr 2024
Reusable Architecture Growth for Continual Stereo Matching
Reusable Architecture Growth for Continual Stereo Matching
Chenghao Zhang
Gaofeng Meng
Bin Fan
Kun Tian
Zhaoxiang Zhang
Shiming Xiang
Chunhong Pan
3DV
34
4
0
30 Mar 2024
Neural Markov Random Field for Stereo Matching
Neural Markov Random Field for Stereo Matching
Tongfan Guan
Chen Wang
Yunchun Liu
3DV
21
22
0
17 Mar 2024
Unifying Feature and Cost Aggregation with Transformers for Semantic and
  Visual Correspondence
Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence
Sung‐Jin Hong
Seokju Cho
Seungryong Kim
Stephen Lin
ViT
51
5
0
17 Mar 2024
UFORecon: Generalizable Sparse-View Surface Reconstruction from
  Arbitrary and UnFavOrable Sets
UFORecon: Generalizable Sparse-View Surface Reconstruction from Arbitrary and UnFavOrable Sets
Youngju Na
Woo Jae Kim
Kyu Beom Han
Suhyeon Ha
Sung-eui Yoon
35
5
0
08 Mar 2024
Learning Intra-view and Cross-view Geometric Knowledge for Stereo
  Matching
Learning Intra-view and Cross-view Geometric Knowledge for Stereo Matching
Rui Gong
Weide Liu
Zaiwang Gu
Xulei Yang
Jun Cheng
3DV
24
9
0
29 Feb 2024
DCVSMNet: Double Cost Volume Stereo Matching Network
DCVSMNet: Double Cost Volume Stereo Matching Network
Mahmoud Tahmasebi
Saif Huq
Kevin Meehan
Marion McAfee
3DV
39
3
0
26 Feb 2024
Depth-aware Volume Attention for Texture-less Stereo Matching
Depth-aware Volume Attention for Texture-less Stereo Matching
Tong Zhao
Mingyu Ding
Wei Zhan
Masayoshi Tomizuka
Y. Wei
3DV
MDE
39
4
0
14 Feb 2024
Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian
  Splatting
Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting
Yiming Huang
Beilei Cui
Long Bai
Ziqi Guo
Mengya Xu
Mobarakol Islam
Hongliang Ren
3DGS
37
15
0
29 Jan 2024
Kitchen Food Waste Image Segmentation and Classification for Compost
  Nutrients Estimation
Kitchen Food Waste Image Segmentation and Classification for Compost Nutrients Estimation
Raiyan Rahman
Mohsena Chowdhury
Yueyang Tang
Huayi Gao
George Yin
Guanghui Wang
41
3
0
26 Jan 2024
EndoGaussian: Real-time Gaussian Splatting for Dynamic Endoscopic Scene
  Reconstruction
EndoGaussian: Real-time Gaussian Splatting for Dynamic Endoscopic Scene Reconstruction
Yifan Liu
Chenxin Li
Chen Yang
Yixuan Yuan
3DGS
38
8
0
23 Jan 2024
Modeling Stereo-Confidence Out of the End-to-End Stereo-Matching Network
  via Disparity Plane Sweep
Modeling Stereo-Confidence Out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep
Jae Young Lee
Woonghyun Ka
Jaehyun Choi
Junmo Kim
20
1
0
22 Jan 2024
MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View
  Stereo
MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo
Chenjie Cao
Xinlin Ren
Yanwei Fu
34
26
0
22 Jan 2024
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