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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 / 1,343 papers shown
Title
DeLightMono: Enhancing Self-Supervised Monocular Depth Estimation in Endoscopy by Decoupling Uneven Illumination
DeLightMono: Enhancing Self-Supervised Monocular Depth Estimation in Endoscopy by Decoupling Uneven Illumination
Mingyang Ou
Haojin Li
Y. Zhang
Ke Niu
Zhongxi Qiu
Heng Li
Jiang Liu
MDE
517
0
0
25 Nov 2025
CylinderDepth: Cylindrical Spatial Attention for Multi-View Consistent Self-Supervised Surround Depth Estimation
Samer Abualhanud
Christian Grannemann
Max Mehltretter
76
0
0
20 Nov 2025
Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation
Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation
Jing Cao
Kui Jiang
Shenyi Li
Xiaocheng Feng
Y. Huang
40
0
0
19 Nov 2025
RTMol: Rethinking Molecule-text Alignment in a Round-trip View
RTMol: Rethinking Molecule-text Alignment in a Round-trip View
Letian Chen
Runhan Shi
Gufeng Yu
Yang Yang
54
1
0
15 Nov 2025
RobIA: Robust Instance-aware Continual Test-time Adaptation for Deep Stereo
RobIA: Robust Instance-aware Continual Test-time Adaptation for Deep Stereo
Jueun Ko
Hyewon Park
Hyesong Choi
Dongbo Min
TTA3DV
296
0
0
13 Nov 2025
No Pose Estimation? No Problem: Pose-Agnostic and Instance-Aware Test-Time Adaptation for Monocular Depth Estimation
No Pose Estimation? No Problem: Pose-Agnostic and Instance-Aware Test-Time Adaptation for Monocular Depth Estimation
Mingyu Sung
Hyeonmin Choe
Il-Min Kim
Sangseok Yun
Jae-Mo Kang
166
0
0
07 Nov 2025
BoRe-Depth: Self-supervised Monocular Depth Estimation with Boundary Refinement for Embedded Systems
BoRe-Depth: Self-supervised Monocular Depth Estimation with Boundary Refinement for Embedded Systems
Chang Liu
Juan Li
Sheng Zhang
Chang Liu
Jie Li
Xu Zhang
MDE
252
0
0
06 Nov 2025
LiteVoxel: Low-memory Intelligent Thresholding for Efficient Voxel Rasterization
LiteVoxel: Low-memory Intelligent Thresholding for Efficient Voxel Rasterization
Jee Won Lee
Jongseong Brad Choi
116
0
0
04 Nov 2025
VGD: Visual Geometry Gaussian Splatting for Feed-Forward Surround-view Driving Reconstruction
VGD: Visual Geometry Gaussian Splatting for Feed-Forward Surround-view Driving Reconstruction
Junhong Lin
Kangli Wang
Shunzhou Wang
S. Fan
Ge Li
Wei-Nan Gao
3DGS
157
0
0
22 Oct 2025
GeoDiff: Geometry-Guided Diffusion for Metric Depth Estimation
GeoDiff: Geometry-Guided Diffusion for Metric Depth Estimation
Tuan Pham
Thanh-Tung Le
Xiaohui Xie
Stephan Mandt
DiffMMDE
210
0
0
21 Oct 2025
Self-Supervised Learning to Fly using Efficient Semantic Segmentation and Metric Depth Estimation for Low-Cost Autonomous UAVs
Self-Supervised Learning to Fly using Efficient Semantic Segmentation and Metric Depth Estimation for Low-Cost Autonomous UAVs
Sebastian Mocanu
E. Slusanschi
Marius Leordeanu
81
0
0
18 Oct 2025
Complementary Information Guided Occupancy Prediction via Multi-Level Representation Fusion
Complementary Information Guided Occupancy Prediction via Multi-Level Representation FusionIEEE International Conference on Robotics and Automation (ICRA), 2025
Rongtao Xu
Jinzhou Lin
Jialei Zhou
Jiahua Dong
Changwei Wang
Ruisheng Wang
Li Guo
Shibiao Xu
Xiaodan Liang
3DPC
118
0
0
15 Oct 2025
Prompt-Guided Spatial Understanding with RGB-D Transformers for Fine-Grained Object Relation Reasoning
Prompt-Guided Spatial Understanding with RGB-D Transformers for Fine-Grained Object Relation Reasoning
Tanner Muturi
Blessing Agyei Kyem
Joshua Kofi Asamoah
Neema Jakisa Owor
Richard Dyzinela
Andrews Danyo
Y. Adu-Gyamfi
Armstrong Aboah
LRM
100
3
0
13 Oct 2025
Hybrid-grained Feature Aggregation with Coarse-to-fine Language Guidance for Self-supervised Monocular Depth Estimation
Hybrid-grained Feature Aggregation with Coarse-to-fine Language Guidance for Self-supervised Monocular Depth Estimation
Wenyao Zhang
Hongsi Liu
Bohan Li
Jiawei He
Zekun Qi
Yunnan Wang
Shengyang Zhao
Xinqiang Yu
Wenjun Zeng
Jianfeng Dong
VLMMDE
141
0
0
10 Oct 2025
ReSplat: Learning Recurrent Gaussian Splats
ReSplat: Learning Recurrent Gaussian Splats
Haofei Xu
Daniel Barath
Andreas Geiger
Marc Pollefeys
3DGS
94
2
0
09 Oct 2025
MoRe: Monocular Geometry Refinement via Graph Optimization for Cross-View Consistency
MoRe: Monocular Geometry Refinement via Graph Optimization for Cross-View Consistency
Dongki Jung
Jaehoon Choi
Yonghan Lee
Sungmin Eum
Heesung Kwon
Dinesh Manocha
96
0
0
08 Oct 2025
Dropping the D: RGB-D SLAM Without the Depth Sensor
Dropping the D: RGB-D SLAM Without the Depth Sensor
Mert Kiray
Alican Karaomer
Benjamin Busam
MDE
375
0
0
07 Oct 2025
BRIDGE -- Building Reinforcement-Learning Depth-to-Image Data Generation Engine for Monocular Depth Estimation
BRIDGE -- Building Reinforcement-Learning Depth-to-Image Data Generation Engine for Monocular Depth Estimation
Dingning Liu
Haoyu Guo
Jingyi Zhou
Tong He
OffRLMDE
240
0
0
29 Sep 2025
RPG360: Robust 360 Depth Estimation with Perspective Foundation Models and Graph Optimization
RPG360: Robust 360 Depth Estimation with Perspective Foundation Models and Graph Optimization
Dongki Jung
Jaehoon Choi
Yonghan Lee
Dinesh Manocha
MDE
126
0
0
28 Sep 2025
CCNeXt: An Effective Self-Supervised Stereo Depth Estimation Approach
CCNeXt: An Effective Self-Supervised Stereo Depth Estimation Approach
Alexandre Lopes
Roberto Souza
Hélio Pedrini
MDE
133
0
0
26 Sep 2025
BiTAA: A Bi-Task Adversarial Attack for Object Detection and Depth Estimation via 3D Gaussian Splatting
BiTAA: A Bi-Task Adversarial Attack for Object Detection and Depth Estimation via 3D Gaussian Splatting
Yixun Zhang
Feng Zhou
Jianqin Yin
AAML
93
0
0
24 Sep 2025
Looking in the mirror: A faithful counterfactual explanation method for interpreting deep image classification models
Looking in the mirror: A faithful counterfactual explanation method for interpreting deep image classification models
T. Chowdhury
Vu Minh Hieu Phan
Kewen Liao
Nanyu Dong
Minh-Son To
Anton van den Hengel
Johan Verjans
Zhibin Liao
OOD
104
0
0
20 Sep 2025
Towards Sharper Object Boundaries in Self-Supervised Depth Estimation
Towards Sharper Object Boundaries in Self-Supervised Depth Estimation
Aurélien Cecille
Stefan Duffner
Franck Davoine
Rémi Agier
Thibault Neveu
MDE3DPC
244
0
0
19 Sep 2025
StereoAdapter: Adapting Stereo Depth Estimation to Underwater Scenes
StereoAdapter: Adapting Stereo Depth Estimation to Underwater Scenes
Zhengri Wu
Yiran Wang
Yu Wen
Zeyu Zhang
Biao Wu
Hao Tang
MDE
166
3
0
19 Sep 2025
MapAnything: Mapping Urban Assets using Single Street-View Images
MapAnything: Mapping Urban Assets using Single Street-View Images
Miriam Louise Carnot
Jonas Kunze
Erik Fastermann
Eric Peukert
André Ludwig
Bogdan Franczyk
52
0
0
18 Sep 2025
SPATIALGEN: Layout-guided 3D Indoor Scene Generation
SPATIALGEN: Layout-guided 3D Indoor Scene Generation
Chuan Fang
Heng Li
Yixun Liang
Jia Zheng
Yongsen Mao
Yuan Liu
Rui Tang
Zihan Zhou
Ping Tan
3DV
224
0
0
18 Sep 2025
UCorr: Wire Detection and Depth Estimation for Autonomous Drones
UCorr: Wire Detection and Depth Estimation for Autonomous DronesInternational Conference on Robotics, Computer Vision and Intelligent Systems (RoboVis), 2025
Benedikt Kolbeinsson
K. Mikolajczyk
64
3
0
18 Sep 2025
Depth AnyEvent: A Cross-Modal Distillation Paradigm for Event-Based Monocular Depth Estimation
Depth AnyEvent: A Cross-Modal Distillation Paradigm for Event-Based Monocular Depth Estimation
Luca Bartolomei
Enrico Mannocci
Fabio Tosi
Matteo Poggi
S. Mattoccia
MDEVGen
129
0
0
18 Sep 2025
UM-Depth : Uncertainty Masked Self-Supervised Monocular Depth Estimation with Visual Odometry
UM-Depth : Uncertainty Masked Self-Supervised Monocular Depth Estimation with Visual Odometry
Tae-Wook Um
Ki-Hyeon Kim
Hyun-Duck Choi
Hyo-Sung Ahn
MDE
132
0
0
17 Sep 2025
DGFusion: Depth-Guided Sensor Fusion for Robust Semantic Perception
DGFusion: Depth-Guided Sensor Fusion for Robust Semantic Perception
Tim Broedermannn
Christos Sakaridis
Luigi Piccinelli
Wim Abbeloos
Luc Van Gool
MDE
236
1
0
11 Sep 2025
Uncertainty-aware Test-Time Training (UT$^3$) for Efficient On-the-fly Domain Adaptive Dense Regression
Uncertainty-aware Test-Time Training (UT3^33) for Efficient On-the-fly Domain Adaptive Dense Regression
Uddeshya Upadhyay
OOD
144
0
0
03 Sep 2025
ER-LoRA: Effective-Rank Guided Adaptation for Weather-Generalized Depth Estimation
ER-LoRA: Effective-Rank Guided Adaptation for Weather-Generalized Depth Estimation
Weilong Yan
Xin Zhang
Robby T. Tan
MDE
199
0
0
31 Aug 2025
Reconstruction Using the Invisible: Intuition from NIR and Metadata for Enhanced 3D Gaussian Splatting
Reconstruction Using the Invisible: Intuition from NIR and Metadata for Enhanced 3D Gaussian Splatting
Gyusam Chang
Tuan-Anh Vu
Vivek Alumootil
Harris Song
Deanna Pham
Sangpil Kim
M. Khalid Jawed
3DGS
93
1
0
20 Aug 2025
DMS:Diffusion-Based Multi-Baseline Stereo Generation for Improving Self-Supervised Depth Estimation
DMS:Diffusion-Based Multi-Baseline Stereo Generation for Improving Self-Supervised Depth Estimation
Zihua Liu
Yizhou Li
Songyan Zhang
Masatoshi Okutomi
DiffMMDE
103
2
0
18 Aug 2025
Unifying Scale-Aware Depth Prediction and Perceptual Priors for Monocular Endoscope Pose Estimation and Tissue Reconstruction
Unifying Scale-Aware Depth Prediction and Perceptual Priors for Monocular Endoscope Pose Estimation and Tissue Reconstruction
Muzammil Khan
Enzo Kerkhof
Matteo Fusaglia
Koert Kuhlmann
T. Ruers
Françoise J. Siepel
MDE
60
0
0
15 Aug 2025
SC-Lane: Slope-aware and Consistent Road Height Estimation Framework for 3D Lane Detection
SC-Lane: Slope-aware and Consistent Road Height Estimation Framework for 3D Lane Detection
Chaesong Park
Eunbin Seo
Jihyeon Hwang
Jongwoo Lim
78
0
0
14 Aug 2025
Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens
Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens
Suchisrit Gangopadhyay
Jung-Hee Kim
Xien Chen
Patrick Rim
Hyoungseob Park
Alex Wong
MDE
273
1
0
06 Aug 2025
Dream-to-Recon: Monocular 3D Reconstruction with Diffusion-Depth Distillation from Single Images
Dream-to-Recon: Monocular 3D Reconstruction with Diffusion-Depth Distillation from Single Images
Philipp Wulff
Felix Wimbauer
Dominik Muhle
Daniel Cremers
MDE
120
0
0
04 Aug 2025
Sparse 3D Perception for Rose Harvesting Robots: A Two-Stage Approach Bridging Simulation and Real-World Applications
Sparse 3D Perception for Rose Harvesting Robots: A Two-Stage Approach Bridging Simulation and Real-World Applications
Taha Samavati
Mohsen Soryani
Sina Mansouri
58
0
0
28 Jul 2025
UniCT Depth: Event-Image Fusion Based Monocular Depth Estimation with Convolution-Compensated ViT Dual SA Block
UniCT Depth: Event-Image Fusion Based Monocular Depth Estimation with Convolution-Compensated ViT Dual SA BlockInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Luoxi Jing
Dianxi Shi
Zhe Liu
Songchang Jin
Chunping Qiu
Ziteng Qiao
Yuxian Li
Jianqiang Xia
ViTMDE
180
0
0
26 Jul 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
106
0
0
15 Jul 2025
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion
Aleksandar Jevtić
Christoph Reich
Felix Wimbauer
Oliver Hahn
Christian Rupprecht
Stefan Roth
Daniel Cremers
232
1
0
08 Jul 2025
IPFormer: Visual 3D Panoptic Scene Completion with Context-Adaptive Instance Proposals
IPFormer: Visual 3D Panoptic Scene Completion with Context-Adaptive Instance Proposals
Markus Gross
Aya Fahmy
Danit Niwattananan
Dominik Muhle
Rui Song
Daniel Cremers
Henri Meeß
ViT
122
0
0
25 Jun 2025
Camera Calibration via Circular Patterns: A Comprehensive Framework with Detection Uncertainty and Unbiased Projection Model
Camera Calibration via Circular Patterns: A Comprehensive Framework with Detection Uncertainty and Unbiased Projection Model
Chaehyeon Song
Dongjae Lee
Jongwoo Lim
Ayoung Kim
133
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
168
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
144
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
189
25
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
326
7
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
304
1
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
542
0
0
27 May 2025
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