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Unsupervised Monocular Depth Estimation with Left-Right Consistency
v1v2v3 (latest)

Unsupervised Monocular Depth Estimation with Left-Right Consistency

13 September 2016
Clément Godard
Oisin Mac Aodha
Gabriel J. Brostow
    MDE
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Monocular Depth Estimation with Left-Right Consistency"

50 / 1,298 papers shown
Title
Camera Calibration via Circular Patterns: A Comprehensive Framework with Measurement Uncertainty and Unbiased Projection Model
Camera Calibration via Circular Patterns: A Comprehensive Framework with Measurement Uncertainty and Unbiased Projection Model
Chaehyeon Song
Dongjae Lee
Jongwoo Lim
Ayoung Kim
10
0
0
20 Jun 2025
TR2M: Transferring Monocular Relative Depth to Metric Depth with Language Descriptions and Scale-Oriented Contrast
TR2M: Transferring Monocular Relative Depth to Metric Depth with Language Descriptions and Scale-Oriented Contrast
Beilei Cui
Yiming Huang
Long Bai
Hongliang Ren
26
0
0
16 Jun 2025
Vision-based Lifting of 2D Object Detections for Automated Driving
Vision-based Lifting of 2D Object Detections for Automated Driving
Hendrik Königshof
Kun Li
Christoph Stiller
3DPC
36
0
0
13 Jun 2025
NTIRE 2025 Challenge on HR Depth from Images of Specular and Transparent Surfaces
NTIRE 2025 Challenge on HR Depth from Images of Specular and Transparent Surfaces
Pierluigi Zama Ramirez
Fabio Tosi
Luigi Di Stefano
Radu Timofte
Alex Costanzino
...
Jing Cao
Shenyi Li
Kui Jiang
Junjun Jiang
Y. Huang
MDE
76
1
0
06 Jun 2025
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences
Hyojin Bahng
Caroline Chan
F. Durand
Phillip Isola
EGVM
25
0
0
02 Jun 2025
Radiant Triangle Soup with Soft Connectivity Forces for 3D Reconstruction and Novel View Synthesis
Radiant Triangle Soup with Soft Connectivity Forces for 3D Reconstruction and Novel View Synthesis
Nathaniel Burgdorfer
Philippos Mordohai
3DH
52
0
0
29 May 2025
DSOcc: Leveraging Depth Awareness and Semantic Aid to Boost Camera-Based 3D Semantic Occupancy Prediction
DSOcc: Leveraging Depth Awareness and Semantic Aid to Boost Camera-Based 3D Semantic Occupancy Prediction
N. Fang
Zheyuan Zhou
Kang Wang
Ruibo Li
Lemiao Qiu
Shuyou Zhang
Zhe Wang
Guosheng Lin
43
0
0
27 May 2025
3D Reconstruction from Sketches
3D Reconstruction from Sketches
Abhimanyu Talwar
Julien Laasri
3DV3DPC
46
0
0
20 May 2025
Recollection from Pensieve: Novel View Synthesis via Learning from Uncalibrated Videos
Recollection from Pensieve: Novel View Synthesis via Learning from Uncalibrated Videos
Ruoyu Wang
Yi Ma
Shenghua Gao
151
0
0
19 May 2025
Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather
Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather
Kui Jiang
Jing Cao
Zhaocheng Yu
Junjun Jiang
Jingchun Zhou
MDE
52
0
0
18 May 2025
2D-3D Attention and Entropy for Pose Robust 2D Facial Recognition
2D-3D Attention and Entropy for Pose Robust 2D Facial Recognition
J. Brennan Peace
Shuowen Hu
B. Riggan
CVBM
61
0
0
14 May 2025
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation
Volodymyr Havrylov
Haiwen Huang
Dan Zhang
Andreas Geiger
489
0
0
04 May 2025
Self-Supervised Monocular Visual Drone Model Identification through Improved Occlusion Handling
Self-Supervised Monocular Visual Drone Model Identification through Improved Occlusion Handling
Stavrow A. Bahnam
Christophe De Wagter
Guido de Croon
106
0
0
30 Apr 2025
Depth as Points: Center Point-based Depth Estimation
Depth as Points: Center Point-based Depth Estimation
Zhiheng Tu
Xinjian Huang
Y. He
Ruiyang Zhou
Bo Du
Weitao Wu
3DPC
100
0
0
26 Apr 2025
The Fourth Monocular Depth Estimation Challenge
The Fourth Monocular Depth Estimation Challenge
Anton Obukhov
Matteo Poggi
Fabio Tosi
Ripudaman Singh Arora
Jaime Spencer
...
Tuan-Anh Yang
Minh-Quang Nguyen
T. Tran
Albert Luginov
Muhammad Shahzad
MDE
444
1
0
24 Apr 2025
Seurat: From Moving Points to Depth
Seurat: From Moving Points to Depth
Seokju Cho
Jiahui Huang
S. Kim
Joon-Young Lee
3DPCMDE
77
1
0
20 Apr 2025
Occlusion-Ordered Semantic Instance Segmentation
Occlusion-Ordered Semantic Instance Segmentation
Soroosh Baselizadeh
Cheuk-To Yu
O. Veksler
Yuri Boykov
ISeg3DV
94
0
0
18 Apr 2025
Leveraging Synthetic Adult Datasets for Unsupervised Infant Pose Estimation
Leveraging Synthetic Adult Datasets for Unsupervised Infant Pose Estimation
Sarosij Bose
Hannah Dela Cruz
Arindam Dutta
Elena Kokkoni
Konstantinos Karydis
Amit K. Roy-Chowdhury
114
0
0
08 Apr 2025
AnyCam: Learning to Recover Camera Poses and Intrinsics from Casual Videos
AnyCam: Learning to Recover Camera Poses and Intrinsics from Casual Videos
Felix Wimbauer
Weirong Chen
Dominik Muhle
Christian Rupprecht
Daniel Cremers
VGen
162
0
0
30 Mar 2025
Intrinsic Image Decomposition for Robust Self-supervised Monocular Depth Estimation on Reflective Surfaces
Intrinsic Image Decomposition for Robust Self-supervised Monocular Depth Estimation on Reflective Surfaces
Wonhyeok Choi
K. Hwang
Minwoo Choi
Kiljoon Han
Wonjoon Choi
Mingyu Shin
S. Im
MDE
96
0
0
28 Mar 2025
One Look is Enough: A Novel Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation Models on High-Resolution Images
One Look is Enough: A Novel Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation Models on High-Resolution Images
Byeongjun Kwon
Munchurl Kim
VLMMDE
91
0
0
28 Mar 2025
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors
Weilong Yan
Ming Li
Haoyang Li
Siyang Song
Robby T. Tan
MDE
123
0
0
26 Mar 2025
Semi-SD: Semi-Supervised Metric Depth Estimation via Surrounding Cameras for Autonomous Driving
Semi-SD: Semi-Supervised Metric Depth Estimation via Surrounding Cameras for Autonomous Driving
Yusen Xie
Zhengmin Huang
Shaojie Shen
Jun Ma
101
0
0
25 Mar 2025
Co-SemDepth: Fast Joint Semantic Segmentation and Depth Estimation on Aerial Images
Co-SemDepth: Fast Joint Semantic Segmentation and Depth Estimation on Aerial Images
Yara AlaaEldin
Francesca Odone
MDE
120
0
0
23 Mar 2025
Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation
Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation
Jiyuan Wang
Chunyu Lin
Cheng Guan
Lang Nie
Jing He
Haodong Li
K. Liao
Yao Zhao
DiffMMDE
128
0
0
20 Mar 2025
Seeing the Future, Perceiving the Future: A Unified Driving World Model for Future Generation and Perception
Seeing the Future, Perceiving the Future: A Unified Driving World Model for Future Generation and Perception
Dingkang Liang
Dingyuan Zhang
Xin Zhou
Sifan Tu
Tianrui Feng
Xiaofan Li
Yumeng Zhang
Mingyang Du
Xiao Tan
Xiang Bai
106
3
0
17 Mar 2025
GigaSLAM: Large-Scale Monocular SLAM with Hierarchical Gaussian Splats
GigaSLAM: Large-Scale Monocular SLAM with Hierarchical Gaussian Splats
K. Deng
Jian Yang
Shenlong Wang
J. Xie
3DGS
85
0
0
11 Mar 2025
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior
Xianjie Liu
Keren Fu
Qijun Zhao
MDE
136
0
0
08 Mar 2025
EvidMTL: Evidential Multi-Task Learning for Uncertainty-Aware Semantic Surface Mapping from Monocular RGB Images
Rohit Menon
Nils Dengler
Sicong Pan
Gokul Krishna Chenchani
Maren Bennewitz
EDL
134
0
0
06 Mar 2025
Is Pre-training Applicable to the Decoder for Dense Prediction?
Is Pre-training Applicable to the Decoder for Dense Prediction?
Chao Ning
Wanshui Gan
Weihao Xuan
Naoto Yokoya
275
0
0
05 Mar 2025
Monocular visual simultaneous localization and mapping: (r)evolution from geometry to deep learning-based pipelines
Olaya Álvarez-Tunón
Yury Brodskiy
Erdal Kayacan
242
6
0
04 Mar 2025
An Expert Ensemble for Detecting Anomalous Scenes, Interactions, and Behaviors in Autonomous Driving
An Expert Ensemble for Detecting Anomalous Scenes, Interactions, and Behaviors in Autonomous Driving
Tianchen Ji
Neeloy Chakraborty
Andre Schreiber
Katherine Rose Driggs-Campbell
573
1
0
23 Feb 2025
Revisiting Gradient-based Uncertainty for Monocular Depth Estimation
Julia Hornauer
Amir El-Ghoussani
Vasileios Belagiannis
UQCV
88
0
0
09 Feb 2025
Survey on Monocular Metric Depth Estimation
Survey on Monocular Metric Depth Estimation
Jiuling Zhang
VLM
273
1
0
21 Jan 2025
MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation
MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation
R. Yasarla
H. Cai
Jisoo Jeong
Y. Shi
Risheek Garrepalli
Fatih Porikli
MDE
287
18
0
17 Jan 2025
FutureDepth: Learning to Predict the Future Improves Video Depth Estimation
FutureDepth: Learning to Predict the Future Improves Video Depth Estimation
R. Yasarla
Manish Kumar Singh
Hong Cai
Yunxiao Shi
Jisoo Jeong
Yinhao Zhu
Shizhong Han
Risheek Garrepalli
Fatih Porikli
MDE
217
8
0
17 Jan 2025
MetricDepth: Enhancing Monocular Depth Estimation with Deep Metric Learning
MetricDepth: Enhancing Monocular Depth Estimation with Deep Metric Learning
Chunpu Liu
Guanglei Yang
Wangmeng Zuo
Tianyi Zan
MDE
144
0
0
31 Dec 2024
Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving
  Video
Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving Video
Junkai Fan
Kun Wang
Zhiqiang Yan
Xiang Ánthony' Chen
Shangbing Gao
Jun Yu Li
Jian Yang
127
2
0
16 Dec 2024
Cross-View Completion Models are Zero-shot Correspondence Estimators
Cross-View Completion Models are Zero-shot Correspondence Estimators
Honggyu An
J. Kim
Seonghoon Park
Jaewoo Jung
Jisang Han
Sunghwan Hong
Seungryong Kim
3DV
154
5
0
12 Dec 2024
STATIC : Surface Temporal Affine for TIme Consistency in Video Monocular
  Depth Estimation
STATIC : Surface Temporal Affine for TIme Consistency in Video Monocular Depth Estimation
Sunghun Yang
Minhyeok Lee
Suhwan Cho
Jungho Lee
Sangyoun Lee
MDE
192
0
0
02 Dec 2024
MonoPP: Metric-Scaled Self-Supervised Monocular Depth Estimation by
  Planar-Parallax Geometry in Automotive Applications
MonoPP: Metric-Scaled Self-Supervised Monocular Depth Estimation by Planar-Parallax Geometry in Automotive Applications
Gasser Elazab
Torben Gräber
Michael Unterreiner
Olaf Hellwich
MDE
177
1
0
29 Nov 2024
Self-supervised Monocular Depth and Pose Estimation for Endoscopy with
  Generative Latent Priors
Self-supervised Monocular Depth and Pose Estimation for Endoscopy with Generative Latent Priors
Ziang Xu
Bin Li
Yang Hu
Chenyu Zhang
J. East
Sharib Ali
J. Rittscher
MedImMDE
151
1
0
26 Nov 2024
PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation
PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation
Ziyao Zeng
Jingcheng Ni
Daniel Wang
Patrick Rim
Younjoon Chung
Fengyu Yang
Byung-Woo Hong
A. Wong
DiffMMDE
280
2
0
24 Nov 2024
MGNiceNet: Unified Monocular Geometric Scene Understanding
Markus Schön
Michael Buchholz
Klaus C. J. Dietmayer
3DPC
276
0
0
18 Nov 2024
Language Models and Cycle Consistency for Self-Reflective Machine
  Translation
Language Models and Cycle Consistency for Self-Reflective Machine Translation
Jianqiao Wangni
HILMLRM
44
0
0
05 Nov 2024
Improving Domain Generalization in Self-supervised Monocular Depth
  Estimation via Stabilized Adversarial Training
Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial Training
Yuanqi Yao
Gang Wu
Kui Jiang
Siao Liu
Jian Kuai
Xianming Liu
Junjun Jiang
MDE
86
1
0
04 Nov 2024
PMPNet: Pixel Movement Prediction Network for Monocular Depth Estimation
  in Dynamic Scenes
PMPNet: Pixel Movement Prediction Network for Monocular Depth Estimation in Dynamic Scenes
Kebin Peng
John Quarles
Kevin Desai
MDE
100
0
0
04 Nov 2024
Optical Lens Attack on Monocular Depth Estimation for Autonomous Driving
Optical Lens Attack on Monocular Depth Estimation for Autonomous Driving
Ce Zhou
Qiben Yan
Daniel Kent
Guangjing Wang
Weikang Ding
Ziqi Zhang
Hayder Radha
AAML
159
0
0
31 Oct 2024
SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic
  3D Mesh Dataset
SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset
Yubin Hu
Kairui Wen
Heng Zhou
Xiaoyang Guo
Yang Liu
3DV
68
0
0
29 Oct 2024
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse
  View Synthesis
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis
Liang Han
Junsheng Zhou
Yu-Shen Liu
Zhizhong Han
3DGS
122
15
0
24 Oct 2024
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