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Unsupervised Monocular Depth Estimation with Left-Right Consistency

Unsupervised Monocular Depth Estimation with Left-Right Consistency

13 September 2016
Clément Godard
Oisin Mac Aodha
Gabriel J. Brostow
    MDE
ArXivPDFHTML

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

50 / 441 papers shown
Title
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
128
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
C. De Wagter
Guido de Croon
51
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
52
0
0
26 Apr 2025
Seurat: From Moving Points to Depth
Seurat: From Moving Points to Depth
Seokju Cho
Jiahui Huang
S. Kim
Joon-Young Lee
3DPC
MDE
34
0
0
20 Apr 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
59
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
91
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
48
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
73
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
146
1
0
23 Feb 2025
Revisiting Gradient-based Uncertainty for Monocular Depth Estimation
Julia Hornauer
Amir El-Ghoussani
Vasileios Belagiannis
UQCV
57
0
0
09 Feb 2025
Survey on Monocular Metric Depth Estimation
Survey on Monocular Metric Depth Estimation
Jiuling Zhang
VLM
69
0
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
71
16
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
90
6
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
51
0
0
31 Dec 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
DiffM
MDE
108
2
0
24 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
57
0
0
04 Nov 2024
Structure-Centric Robust Monocular Depth Estimation via Knowledge
  Distillation
Structure-Centric Robust Monocular Depth Estimation via Knowledge Distillation
Runze Chen
Haiyong Luo
Fang Zhao
Jingze Yu
Yupeng Jia
Juan Wang
Xuepeng Ma
MDE
42
1
0
09 Oct 2024
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through
  Language Descriptions
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions
Ziyao Zeng
Yangchao Wu
Hyoungseob Park
Daniel Wang
Fengyu Yang
Stefano Soatto
Dong Lao
Byung-Woo Hong
Alex Wong
MDE
22
7
0
03 Oct 2024
SinkSAM: A Monocular Depth-Guided SAM Framework for Automatic Sinkhole
  Segmentation
SinkSAM: A Monocular Depth-Guided SAM Framework for Automatic Sinkhole Segmentation
Osher Rafaeli
T. Svoray
Ariel Nahlieli
30
0
0
02 Oct 2024
CCDepth: A Lightweight Self-supervised Depth Estimation Network with
  Enhanced Interpretability
CCDepth: A Lightweight Self-supervised Depth Estimation Network with Enhanced Interpretability
Xi Zhang
Yaru Xue
Shaocheng Jia
Xin Pei
33
0
0
30 Sep 2024
ORB-SfMLearner: ORB-Guided Self-supervised Visual Odometry with Selective Online Adaptation
ORB-SfMLearner: ORB-Guided Self-supervised Visual Odometry with Selective Online Adaptation
Yanlin Jin
Rui-Yang Ju
Haojun Liu
Yuzhong Zhong
34
0
0
18 Sep 2024
Depth Estimation Based on 3D Gaussian Splatting Siamese Defocus
Depth Estimation Based on 3D Gaussian Splatting Siamese Defocus
Jinchang Zhang
Ningning Xu
Hao Zhang
Guoyu Lu
MDE
47
0
0
18 Sep 2024
Advancing Depth Anything Model for Unsupervised Monocular Depth Estimation in Endoscopy
Advancing Depth Anything Model for Unsupervised Monocular Depth Estimation in Endoscopy
Bojian Li
Bo Liu
Jinghua Yue
F. Zhou
Fugen Zhou
MedIm
MDE
50
2
0
12 Sep 2024
Boosting Generalizability towards Zero-Shot Cross-Dataset Single-Image
  Indoor Depth by Meta-Initialization
Boosting Generalizability towards Zero-Shot Cross-Dataset Single-Image Indoor Depth by Meta-Initialization
Cho-Ying Wu
Yiqi Zhong
Junying Wang
Ulrich Neumann
MDE
62
0
0
04 Sep 2024
Towards Scale-Aware Full Surround Monodepth with Transformers
Towards Scale-Aware Full Surround Monodepth with Transformers
Yuchen Yang
Xinyi Wang
Dong Li
Lu Tian
Ashish Sirasao
Xun Yang
MDE
ViT
32
2
0
15 Jul 2024
ProDepth: Boosting Self-Supervised Multi-Frame Monocular Depth with
  Probabilistic Fusion
ProDepth: Boosting Self-Supervised Multi-Frame Monocular Depth with Probabilistic Fusion
Sungmin Woo
Wonjoon Lee
Woo Jin Kim
Dogyoon Lee
Sangyoun Lee
MDE
20
3
0
12 Jul 2024
DurLAR: A High-fidelity 128-channel LiDAR Dataset with Panoramic Ambient
  and Reflectivity Imagery for Multi-modal Autonomous Driving Applications
DurLAR: A High-fidelity 128-channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-modal Autonomous Driving Applications
Li Li
K. Ismail
Hubert P. H. Shum
T. Breckon
32
19
0
14 Jun 2024
Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a
  Single Image
Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single Image
Stanislaw Szymanowicz
Eldar Insafutdinov
Chuanxia Zheng
Dylan Campbell
João F. Henriques
Christian Rupprecht
Andrea Vedaldi
3DGS
33
49
0
06 Jun 2024
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by
  Filtering with Self-Supervised Geometry and Motion
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and Motion
Angel Villar-Corrales
Moritz Austermann
Sven Behnke
VOS
41
0
0
30 May 2024
DCPI-Depth: Explicitly Infusing Dense Correspondence Prior to Unsupervised Monocular Depth Estimation
DCPI-Depth: Explicitly Infusing Dense Correspondence Prior to Unsupervised Monocular Depth Estimation
Mengtan Zhang
Yi Feng
Qijun Chen
Rui Fan
MDE
43
5
0
27 May 2024
Enhanced Object Tracking by Self-Supervised Auxiliary Depth Estimation
  Learning
Enhanced Object Tracking by Self-Supervised Auxiliary Depth Estimation Learning
Zhenyu Wei
Yujie He
Zhanchuan Cai
MDE
50
0
0
23 May 2024
MonoPCC: Photometric-invariant Cycle Constraint for Monocular Depth
  Estimation of Endoscopic Images
MonoPCC: Photometric-invariant Cycle Constraint for Monocular Depth Estimation of Endoscopic Images
Zhiwei Wang
Ying Zhou
Shiquan He
Ting Li
Fan Huang
Qiang Ding
Xinxia Feng
Mei Liu
Qiang Li
MDE
50
1
0
25 Apr 2024
Boosting Self-Supervision for Single-View Scene Completion via Knowledge
  Distillation
Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation
Keonhee Han
Dominik Muhle
Felix Wimbauer
Daniel Cremers
35
2
0
11 Apr 2024
The Devil is in the Edges: Monocular Depth Estimation with Edge-aware
  Consistency Fusion
The Devil is in the Edges: Monocular Depth Estimation with Edge-aware Consistency Fusion
Pengzhi Li
Yikang Ding
Haohan Wang
Chengshuai Tang
Zhiheng Li
MDE
46
1
0
30 Mar 2024
A Study on Centralised and Decentralised Swarm Robotics Architecture for
  Part Delivery System
A Study on Centralised and Decentralised Swarm Robotics Architecture for Part Delivery System
Angelos Dimakos
Daniel Woodhall
Seemal Asif
31
4
0
12 Mar 2024
Scene Depth Estimation from Traditional Oriental Landscape Paintings
Scene Depth Estimation from Traditional Oriental Landscape Paintings
Sungho Kang
Yeonghyeon Park
H. Park
Juneho Yi
49
0
0
06 Mar 2024
F$^3$Loc: Fusion and Filtering for Floorplan Localization
F3^33Loc: Fusion and Filtering for Floorplan Localization
Changan Chen
Rui Wang
Christoph Vogel
Marc Pollefeys
30
4
0
05 Mar 2024
3D Scene Geometry Estimation from 360$^\circ$ Imagery: A Survey
3D Scene Geometry Estimation from 360∘^\circ∘ Imagery: A Survey
T. L. T. D. Silveira
Paulo G. L. Pinto
Jeffri Murrugarra-Llerena
C. R. Jung
MDE
26
32
0
17 Jan 2024
Novel View Synthesis with View-Dependent Effects from a Single Image
Novel View Synthesis with View-Dependent Effects from a Single Image
J. P. Bello
Munchurl Kim
30
2
0
13 Dec 2023
GenDeF: Learning Generative Deformation Field for Video Generation
GenDeF: Learning Generative Deformation Field for Video Generation
Wen Wang
Kecheng Zheng
Qiuyu Wang
Hao Chen
Zifan Shi
Ceyuan Yang
Yujun Shen
Chunhua Shen
VGen
DiffM
51
2
0
07 Dec 2023
DynPoint: Dynamic Neural Point For View Synthesis
DynPoint: Dynamic Neural Point For View Synthesis
Kaichen Zhou
Jia-Xing Zhong
Sangyun Shin
Kai Lu
Yiyuan Yang
Andrew Markham
A. Trigoni
16
18
0
29 Oct 2023
S4C: Self-Supervised Semantic Scene Completion with Neural Fields
S4C: Self-Supervised Semantic Scene Completion with Neural Fields
Adrian Hayler
Felix Wimbauer
Dominik Muhle
Christian Rupprecht
Daniel Cremers
21
22
0
11 Oct 2023
WeatherDepth: Curriculum Contrastive Learning for Self-Supervised Depth
  Estimation under Adverse Weather Conditions
WeatherDepth: Curriculum Contrastive Learning for Self-Supervised Depth Estimation under Adverse Weather Conditions
Jiyuan Wang
Chunyu Lin
Lang Nie
Shujuan Huang
Yao Zhao
Xing Pan
Rui Ai
46
9
0
09 Oct 2023
GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for
  Indoor Scenes
GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes
Chaoqiang Zhao
Matteo Poggi
Fabio Tosi
Lei Zhou
Qiyu Sun
Yang Tang
S. Mattoccia
MDE
31
14
0
26 Sep 2023
ADU-Depth: Attention-based Distillation with Uncertainty Modeling for
  Depth Estimation
ADU-Depth: Attention-based Distillation with Uncertainty Modeling for Depth Estimation
Zizhang Wu
Zhuozheng Li
Zhi-Gang Fan
Yunzhe Wu
Xiaoquan Wang
Rui Tang
Jian Pu
23
1
0
26 Sep 2023
SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth
  Estimation
SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation
Youhong Wang
Yunji Liang
Hao Xu
Shaohui Jiao
Hongkai Yu
MDE
25
33
0
01 Sep 2023
Frequency Compensated Diffusion Model for Real-scene Dehazing
Frequency Compensated Diffusion Model for Real-scene Dehazing
Jing Wang
Songtao Wu
Kuanhong Xu
Zhiqiang Yuan
DiffM
29
26
0
21 Aug 2023
UniTR: A Unified and Efficient Multi-Modal Transformer for
  Bird's-Eye-View Representation
UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation
Haiyang Wang
Hao Tang
Shaoshuai Shi
Aoxue Li
Zhenguo Li
Bernt Schiele
Liwei Wang
ViT
40
56
0
15 Aug 2023
DS-Depth: Dynamic and Static Depth Estimation via a Fusion Cost Volume
DS-Depth: Dynamic and Static Depth Estimation via a Fusion Cost Volume
Xingyu Miao
Yang Bai
Haoran Duan
Yawen Huang
Fan Wan
Xinxing Xu
Yang Long
Yefeng Zheng
MDE
21
16
0
14 Aug 2023
Robust Self-Supervised Extrinsic Self-Calibration
Robust Self-Supervised Extrinsic Self-Calibration
Takayuki Kanai
Igor Vasiljevic
Vitor Campagnolo Guizilini
Adrien Gaidon
Rares Ambrus
SSL
MDE
6
5
0
04 Aug 2023
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