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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
To complete or to estimate, that is the question: A Multi-Task Approach
  to Depth Completion and Monocular Depth Estimation
To complete or to estimate, that is the question: A Multi-Task Approach to Depth Completion and Monocular Depth Estimation
Amir Atapour-Abarghouei
T. Breckon
3DV
73
13
0
15 Aug 2019
Index Network
Index Network
Hao Lu
Yutong Dai
Chunhua Shen
Songcen Xu
SSeg
28
0
0
11 Aug 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial
  Cross-Task Distillation
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation
Jogendra Nath Kundu
Nishank Lakkakula
R. Venkatesh Babu
74
59
0
11 Aug 2019
Enhancing self-supervised monocular depth estimation with traditional
  visual odometry
Enhancing self-supervised monocular depth estimation with traditional visual odometry
Lorenzo Andraghetti
Panteleimon Myriokefalitakis
Pier Luigi Dovesi
Belén Luque
Matteo Poggi
Alessandro Pieropan
S. Mattoccia
MDE
90
41
0
08 Aug 2019
Semi-Supervised Adversarial Monocular Depth Estimation
Semi-Supervised Adversarial Monocular Depth Estimation
Rongrong Ji
Ke Li
Yan Wang
Xiaoshuai Sun
Feng Guo
Xiaowei Guo
Yongjian Wu
Feiyue Huang
Jiebo Luo
GANMDE
61
47
0
06 Aug 2019
Unsupervised Learning of Depth and Deep Representation for Visual
  Odometry from Monocular Videos in a Metric Space
Unsupervised Learning of Depth and Deep Representation for Visual Odometry from Monocular Videos in a Metric Space
Xiaochuan Yin
Chengju Liu
MDE
63
0
0
04 Aug 2019
Sampling-free Epistemic Uncertainty Estimation Using Approximated
  Variance Propagation
Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation
Janis Postels
Francesco Ferroni
Huseyin Coskun
Nassir Navab
Federico Tombari
UQCVUDPERBDL
147
140
0
01 Aug 2019
Physical Cue based Depth-Sensing by Color Coding with Deaberration
  Network
Physical Cue based Depth-Sensing by Color Coding with Deaberration Network
Nao Mishima
Tatsuo Kozakaya
Akihisa Moriya
R. Okada
S. Hiura
3DV
30
4
0
01 Aug 2019
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and
  Classification
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification
Lukas Liebel
Marco Körner
3DH
98
26
0
25 Jul 2019
SDNet: Semantically Guided Depth Estimation Network
SDNet: Semantically Guided Depth Estimation Network
M. Ochs
Adrian Kretz
Rudolf Mester
MDE
136
42
0
24 Jul 2019
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth
  Estimation
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation
Jin Han Lee
Myung-Kyu Han
D. W. Ko
I. Suh
3DVMDE
186
683
0
24 Jul 2019
Canonical Surface Mapping via Geometric Cycle Consistency
Canonical Surface Mapping via Geometric Cycle Consistency
Nilesh Kulkarni
Abhinav Gupta
Shubham Tulsiani
82
99
0
23 Jul 2019
RRNet: Repetition-Reduction Network for Energy Efficient Decoder of
  Depth Estimation
RRNet: Repetition-Reduction Network for Energy Efficient Decoder of Depth Estimation
Sangyun Oh
Hye-Jin S. Kim
Jongeun Lee
Junmo Kim
3DVOffRL
71
1
0
23 Jul 2019
Real-time Vision-based Depth Reconstruction with NVidia Jetson
Real-time Vision-based Depth Reconstruction with NVidia Jetson
A. Bokovoy
K. Muravyev
Konstantin Yakovlev
3DVMDE
61
17
0
16 Jul 2019
Speed estimation evaluation on the KITTI benchmark based on motion and
  monocular depth information
Speed estimation evaluation on the KITTI benchmark based on motion and monocular depth information
R. Rill
MDE
44
5
0
16 Jul 2019
Learning Depth from Monocular Videos Using Synthetic Data: A
  Temporally-Consistent Domain Adaptation Approach
Learning Depth from Monocular Videos Using Synthetic Data: A Temporally-Consistent Domain Adaptation Approach
Yipeng Mou
Biwei Huang
Huan Fu
Kayhan Batmanghelich
Kun Zhang
Dacheng Tao
MDE
54
5
0
16 Jul 2019
Self-supervised Learning with Geometric Constraints in Monocular Video:
  Connecting Flow, Depth, and Camera
Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera
Yuhua Chen
Cordelia Schmid
C. Sminchisescu
SSLMDE
74
247
0
12 Jul 2019
UnsuperPoint: End-to-end Unsupervised Interest Point Detector and
  Descriptor
UnsuperPoint: End-to-end Unsupervised Interest Point Detector and Descriptor
P. Christiansen
M. Kragh
Y. Brodskiy
H. Karstoft
3DPC
86
87
0
09 Jul 2019
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot
  Cross-dataset Transfer
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer
René Ranftl
Katrin Lasinger
David Hafner
Konrad Schindler
V. Koltun
MDE
254
1,808
0
02 Jul 2019
Pano Popups: Indoor 3D Reconstruction with a Plane-Aware Network
Pano Popups: Indoor 3D Reconstruction with a Plane-Aware Network
Marc Eder
Pierre Moulon
Li Guan
88
50
0
01 Jul 2019
Non-destructive three-dimensional measurement of hand vein based on
  self-supervised network
Non-destructive three-dimensional measurement of hand vein based on self-supervised network
Xiaoyu Chen
Qixin Wang
J. Ge
Yi Zhang
Jing Han
43
1
0
29 Jun 2019
DeepVIO: Self-supervised Deep Learning of Monocular Visual Inertial
  Odometry using 3D Geometric Constraints
DeepVIO: Self-supervised Deep Learning of Monocular Visual Inertial Odometry using 3D Geometric Constraints
Liming Han
Yimin Lin
Guoguang Du
Kai Wang
3DPCMDE
69
97
0
27 Jun 2019
Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion
Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion
Yiqi Zhong
Cho-Ying Wu
Suya You
Ulrich Neumann
3DV
61
38
0
21 Jun 2019
Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios
Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios
Tobias Gruber
Mario Bijelic
Felix Heide
W. Ritter
Klaus C. J. Dietmayer
MDE3DV
126
29
0
21 Jun 2019
SGANVO: Unsupervised Deep Visual Odometry and Depth Estimation with
  Stacked Generative Adversarial Networks
SGANVO: Unsupervised Deep Visual Odometry and Depth Estimation with Stacked Generative Adversarial Networks
Tuo Feng
Dongbing Gu
MDEGAN
85
67
0
20 Jun 2019
Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous
  Driving
Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous Driving
Yurong You
Yan Wang
Wei-Lun Chao
Divyansh Garg
Geoff Pleiss
B. Hariharan
M. Campbell
Kilian Q. Weinberger
3DPC
103
398
0
14 Jun 2019
A Survey on Deep Learning Architectures for Image-based Depth
  Reconstruction
A Survey on Deep Learning Architectures for Image-based Depth Reconstruction
Hamid Laga
3DVMDE
120
22
0
14 Jun 2019
MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty
  Estimation
MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation
Lorenzo Bertoni
S. Kreiss
Alexandre Alahi
UQCV
86
117
0
14 Jun 2019
Training Image Estimators without Image Ground-Truth
Training Image Estimators without Image Ground-Truth
Zhihao Xia
Ayan Chakrabarti
GAN
50
21
0
13 Jun 2019
Unsupervised Monocular Depth and Ego-motion Learning with Structure and
  Semantics
Unsupervised Monocular Depth and Ego-motion Learning with Structure and Semantics
Vincent Casser
S. Pirk
R. Mahjourian
A. Angelova
MDE
82
105
0
12 Jun 2019
Boosting Few-Shot Visual Learning with Self-Supervision
Boosting Few-Shot Visual Learning with Self-Supervision
Spyros Gidaris
Andrei Bursuc
N. Komodakis
P. Pérez
Matthieu Cord
SSL
103
406
0
12 Jun 2019
Multimodal End-to-End Autonomous Driving
Multimodal End-to-End Autonomous Driving
Yi Xiao
Felipe Codevilla
A. Gurram
O. Urfalioglu
Antonio M. López
87
246
0
07 Jun 2019
Photo-Geometric Autoencoding to Learn 3D Objects from Unlabelled Images
Photo-Geometric Autoencoding to Learn 3D Objects from Unlabelled Images
Shangzhe Wu
Christian Rupprecht
Andrea Vedaldi
3DV
15
3
0
04 Jun 2019
Y-GAN: A Generative Adversarial Network for Depthmap Estimation from
  Multi-camera Stereo Images
Y-GAN: A Generative Adversarial Network for Depthmap Estimation from Multi-camera Stereo Images
M. Alonso
GANMDE
31
0
0
03 Jun 2019
Exploring Temporal Information for Improved Video Understanding
Exploring Temporal Information for Improved Video Understanding
Yi Zhu
54
0
0
25 May 2019
Unsupervised Single Image Underwater Depth Estimation
Unsupervised Single Image Underwater Depth Estimation
Honey Gupta
Kaushik Mitra
71
44
0
25 May 2019
Implicit Label Augmentation on Partially Annotated Clips via
  Temporally-Adaptive Features Learning
Implicit Label Augmentation on Partially Annotated Clips via Temporally-Adaptive Features Learning
Y. Lu
Ziyao Tang
T. Javidi
20
0
0
24 May 2019
Bridging Stereo Matching and Optical Flow via Spatiotemporal
  Correspondence
Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence
Hsueh-Ying Lai
Yi-Hsuan Tsai
Wei-Chen Chiu
73
80
0
22 May 2019
SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular
  Depth Estimation
SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation
Michael Ramamonjisoa
Vincent Lepetit
MDE3DH
78
114
0
21 May 2019
Semi-Supervised Monocular Depth Estimation with Left-Right Consistency
  Using Deep Neural Network
Semi-Supervised Monocular Depth Estimation with Left-Right Consistency Using Deep Neural Network
A. Amiri
S. Loo
Hong Zhang
MDE
74
56
0
18 May 2019
How do neural networks see depth in single images?
How do neural networks see depth in single images?
T. V. Dijk
Guido de Croon
VLMMDE
88
199
0
16 May 2019
Synthetic Defocus and Look-Ahead Autofocus for Casual Videography
Synthetic Defocus and Look-Ahead Autofocus for Casual Videography
X. Zhang
Kevin Blackburn-Matzen
Vivien Nguyen
Dillon Yao
You Zhang
Ren Ng
VGen
74
39
0
15 May 2019
Monocular 3D Object Detection via Geometric Reasoning on Keypoints
Monocular 3D Object Detection via Geometric Reasoning on Keypoints
Ivan Barabanau
Alexey Artemov
Evgeny Burnaev
Vyacheslav Murashkin
3DPCMDE
61
65
0
14 May 2019
Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter
  pruning
Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter pruning
Sara Elkerdawy
Hong Zhang
Nilanjan Ray
MDEVLM
60
20
0
13 May 2019
Monocular Depth Estimation with Directional Consistency by Deep Networks
Monocular Depth Estimation with Directional Consistency by Deep Networks
Fabian Truetsch
A. Schöttl
3DHMDE
21
0
0
11 May 2019
What Do Single-view 3D Reconstruction Networks Learn?
What Do Single-view 3D Reconstruction Networks Learn?
Maxim Tatarchenko
Stephan R. Richter
René Ranftl
Zhuwen Li
V. Koltun
Thomas Brox
3DV
59
428
0
09 May 2019
Cycle-IR: Deep Cyclic Image Retargeting
Cycle-IR: Deep Cyclic Image Retargeting
Weimin Tan
Bo Yan
Chumin Lin
Xuejing Niu
OOD
47
40
0
09 May 2019
LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery
LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery
Junming Zhang
M. Ramanagopal
Ram Vasudevan
Matthew Johnson-Roberson
3DV
72
31
0
07 May 2019
Learning Unsupervised Multi-View Stereopsis via Robust Photometric
  Consistency
Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency
Tejas Khot
Shubham Agrawal
Shubham Tulsiani
Christoph Mertz
Simon Lucey
M. Hebert
3DV
93
82
0
07 May 2019
3D Packing for Self-Supervised Monocular Depth Estimation
3D Packing for Self-Supervised Monocular Depth Estimation
Vitor Campagnolo Guizilini
Rares Andrei Ambrus
Sudeep Pillai
Allan Raventos
Adrien Gaidon
SSL3DPCMDE
135
650
0
06 May 2019
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