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Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future
  Goals

Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals

11 December 2017
Shanxin Yuan
Guillermo Garcia-Hernando
B. Stenger
Gyeongsik Moon
Ju Yong Chang
Kyoung Mu Lee
Pavlo Molchanov
Jan Kautz
S. Honari
Liuhao Ge
Junsong Yuan
Xinghao Chen
Guijin Wang
Fan Yang
Kai Akiyama
Yang Wu
Qingfu Wan
Meysam Madadi
Sergio Escalera
Shile Li
Dongheui Lee
Iason Oikonomidis
Antonis Argyros
Tae-Kyun Kim
    3DH
ArXivPDFHTML

Papers citing "Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals"

44 / 44 papers shown
Title
Pushing the Envelope for Depth-Based Semi-Supervised 3D Hand Pose
  Estimation with Consistency Training
Pushing the Envelope for Depth-Based Semi-Supervised 3D Hand Pose Estimation with Consistency Training
Mohammad Rezaei
Farnaz Farahanipad
Alex Dillhoff
V. Athitsos
3DH
42
2
0
27 Mar 2023
Learning to Imitate Object Interactions from Internet Videos
Learning to Imitate Object Interactions from Internet Videos
Austin Patel
Andrew E. Wang
Ilija Radosavovic
Jitendra Malik
34
21
0
23 Nov 2022
TempCLR: Reconstructing Hands via Time-Coherent Contrastive Learning
TempCLR: Reconstructing Hands via Time-Coherent Contrastive Learning
Andrea Ziani
Zicong Fan
Muhammed Kocabas
Sammy Christen
Otmar Hilliges
3DH
57
18
0
01 Sep 2022
Szloca: towards a framework for full 3D tracking through a single camera
  in context of interactive arts
Szloca: towards a framework for full 3D tracking through a single camera in context of interactive arts
Sahaj Garg
22
0
0
26 Jun 2022
Collaborative Learning for Hand and Object Reconstruction with
  Attention-guided Graph Convolution
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution
Tze Ho Elden Tse
K. Kim
A. Leonardis
H. Chang
3DH
19
57
0
27 Apr 2022
End-to-end Weakly-supervised Single-stage Multiple 3D Hand Mesh
  Reconstruction from a Single RGB Image
End-to-end Weakly-supervised Single-stage Multiple 3D Hand Mesh Reconstruction from a Single RGB Image
Jinwei Ren
Jianke Zhu
Jialiang Zhang
3DH
47
8
0
18 Apr 2022
Consistent 3D Hand Reconstruction in Video via self-supervised Learning
Consistent 3D Hand Reconstruction in Video via self-supervised Learning
Zhigang Tu
Zhishen Huang
Yujin Chen
Di Kang
Linchao Bao
Bisheng Yang
Junsong Yuan
3DH
41
39
0
24 Jan 2022
Hand Image Understanding via Deep Multi-Task Learning
Hand Image Understanding via Deep Multi-Task Learning
Xiong Zhang
Hongsheng Huang
Jianchao Tan
Hongmin Xu
Cheng Yang
Guozhu Peng
Lei Wang
Ji Liu
3DH
40
52
0
24 Jul 2021
HandVoxNet++: 3D Hand Shape and Pose Estimation using Voxel-Based Neural
  Networks
HandVoxNet++: 3D Hand Shape and Pose Estimation using Voxel-Based Neural Networks
J. Malik
Soshi Shimada
Ahmed Elhayek
Sk Aziz Ali
Christian Theobalt
Vladislav Golyanik
D. Stricker
3DH
29
24
0
02 Jul 2021
RGB2Hands: Real-Time Tracking of 3D Hand Interactions from Monocular RGB
  Video
RGB2Hands: Real-Time Tracking of 3D Hand Interactions from Monocular RGB Video
Jiayi Wang
Franziska Mueller
Florian Bernard
Suzanne Sorli
Oleksandr Sotnychenko
Neng Qian
M. Otaduy
Dan Casas
Christian Theobalt
3DH
18
48
0
22 Jun 2021
Real-time Pose and Shape Reconstruction of Two Interacting Hands With a
  Single Depth Camera
Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera
Franziska Mueller
Micah Davis
Florian Bernard
Oleksandr Sotnychenko
M. Verschoor
M. Otaduy
Dan Casas
Christian Theobalt
3DH
47
159
0
15 Jun 2021
Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in
  Time
Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time
Shao-Wei Liu
Hanwen Jiang
Jiarui Xu
Sifei Liu
Xiaolong Wang
3DH
38
161
0
09 Jun 2021
Discrete Cosine Transform Network for Guided Depth Map Super-Resolution
Discrete Cosine Transform Network for Guided Depth Map Super-Resolution
Zixiang Zhao
Jiangshe Zhang
Shuang Xu
Chunxia Zhang
Junmin Liu
42
94
0
14 Apr 2021
HandTailor: Towards High-Precision Monocular 3D Hand Recovery
HandTailor: Towards High-Precision Monocular 3D Hand Recovery
Jun Lv
Wenqiang Xu
Lixin Yang
Sucheng Qian
Chongzhao Mao
Cewu Lu
3DH
63
24
0
18 Feb 2021
Reconstructing Hand-Object Interactions in the Wild
Reconstructing Hand-Object Interactions in the Wild
Zhe Cao
Ilija Radosavovic
Angjoo Kanazawa
Jitendra Malik
3DH
25
146
0
17 Dec 2020
Monocular Real-time Full Body Capture with Inter-part Correlations
Monocular Real-time Full Body Capture with Inter-part Correlations
Yuxiao Zhou
Marc Habermann
I. Habibie
A. Tewari
Christian Theobalt
F. Xu
CVBM
3DH
48
64
0
11 Dec 2020
Depth-Aware Action Recognition: Pose-Motion Encoding through Temporal
  Heatmaps
Depth-Aware Action Recognition: Pose-Motion Encoding through Temporal Heatmaps
Mattia Segu
Federico Pirovano
Gianmario Fumagalli
Amedeo Fabris
21
2
0
26 Nov 2020
SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D
  Convolutions for Hand Pose Estimation
SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation
Deying Kong
Haoyu Ma
Xiaohui Xie
GNN
3DH
27
21
0
25 Sep 2020
InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose
  Estimation from a Single RGB Image
InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image
Gyeongsik Moon
Shoou-I Yu
He Wen
Takaaki Shiratori
Kyoung Mu Lee
3DH
44
281
0
21 Aug 2020
Monocular Expressive Body Regression through Body-Driven Attention
Monocular Expressive Body Regression through Body-Driven Attention
Vasileios Choutas
Georgios Pavlakos
Timo Bolkart
Dimitrios Tzionas
Michael J. Black
3DH
CVBM
32
233
0
20 Aug 2020
Joint Hand-object 3D Reconstruction from a Single Image with
  Cross-branch Feature Fusion
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion
Yujin Chen
Zhigang Tu
Di Kang
Ruizhi Chen
Linchao Bao
Zhengyou Zhang
Junsong Yuan
3DH
33
60
0
28 Jun 2020
HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation
HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation
Bardia Doosti
Shujon Naha
Majid Mirbagheri
David J. Crandall
3DH
14
186
0
31 Mar 2020
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and
  Objects for 3D Hand Pose Estimation under Hand-Object Interaction
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction
Anil Armagan
Guillermo Garcia-Hernando
Seungryul Baek
Shreyas Hampali
Mahdi Rad
...
Philippe Weinzaepfel
Romain Brégier
Grégory Rogez
Vincent Lepetit
Tae-Kyun Kim
3DH
30
49
0
30 Mar 2020
Nonparametric Structure Regularization Machine for 2D Hand Pose
  Estimation
Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation
Yifei Chen
Haoyu Ma
Deying Kong
Xiangyi Yan
Jianbao Wu
Wei Fan
Xiaohui Xie
3DH
27
35
0
24 Jan 2020
Attention! A Lightweight 2D Hand Pose Estimation Approach
Attention! A Lightweight 2D Hand Pose Estimation Approach
Nicholas Santavas
Ioannis Kansizoglou
Loukas Bampis
E. Karakasis
Antonios Gasteratos
17
50
0
22 Jan 2020
GrabAR: Occlusion-aware Grabbing Virtual Objects in AR
GrabAR: Occlusion-aware Grabbing Virtual Objects in AR
Xiao Tang
Xiaowei Hu
Chi-Wing Fu
Daniel Cohen-Or
33
26
0
23 Dec 2019
3D Hand Pose Estimation via Regularized Graph Representation Learning
3D Hand Pose Estimation via Regularized Graph Representation Learning
Yiming He
Wei Hu
3DH
19
7
0
04 Dec 2019
Fast and Accurate 3D Hand Pose Estimation via Recurrent Neural Network
  for Capturing Hand Articulations
Fast and Accurate 3D Hand Pose Estimation via Recurrent Neural Network for Capturing Hand Articulations
Cheol-Hwan Yoo
Seo-Won Ji
Y. Shin
Seung-Wook Kim
Sung-Jea Ko
3DH
25
8
0
18 Nov 2019
Adaptive Graphical Model Network for 2D Handpose Estimation
Adaptive Graphical Model Network for 2D Handpose Estimation
Deying Kong
Yifei Chen
Haoyu Ma
Xiangyi Yan
Xiaohui Xie
3DH
16
26
0
18 Sep 2019
Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training
  for Embedded Devices
Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training for Embedded Devices
Prajwal Chidananda
Ayan Sinha
Adithya Rao
Douglas Lee
Andrew Rabinovich
3DH
21
3
0
12 Sep 2019
H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and
  Interactions
H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions
Bugra Tekin
Federica Bogo
Marc Pollefeys
EgoV
27
252
0
10 Apr 2019
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via
  Neural Rendering
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering
Seungryul Baek
K. Kim
Tae-Kyun Kim
3DH
29
210
0
08 Apr 2019
3D Hand Shape and Pose Estimation from a Single RGB Image
3D Hand Shape and Pose Estimation from a Single RGB Image
Liuhao Ge
Zhou Ren
Yuncheng Li
Zehao Xue
Yingying Wang
Jianfei Cai
Junsong Yuan
3DH
21
433
0
03 Mar 2019
End-to-end Hand Mesh Recovery from a Monocular RGB Image
End-to-end Hand Mesh Recovery from a Monocular RGB Image
Xiong Zhang
Qiang Li
Hong Mo
Wenbo Zhang
Wen Zheng
3DH
28
206
0
25 Feb 2019
Disentangling Latent Hands for Image Synthesis and Pose Estimation
Disentangling Latent Hands for Image Synthesis and Pose Estimation
Linlin Yang
Angela Yao
CoGe
DRL
28
116
0
03 Dec 2018
Task-Oriented Hand Motion Retargeting for Dexterous Manipulation
  Imitation
Task-Oriented Hand Motion Retargeting for Dexterous Manipulation Imitation
Dafni Antotsiou
Guillermo Garcia-Hernando
Tae-Kyun Kim
32
74
0
03 Oct 2018
Vision-based Teleoperation of Shadow Dexterous Hand using End-to-End
  Deep Neural Network
Vision-based Teleoperation of Shadow Dexterous Hand using End-to-End Deep Neural Network
Shuang Li
Xiaojian Ma
Hongzhuo Liang
Michael Görner
Philipp Ruppel
Bing Fang
F. Sun
Jianwei Zhang
3DH
35
89
0
17 Sep 2018
Augmented Skeleton Space Transfer for Depth-based Hand Pose Estimation
Augmented Skeleton Space Transfer for Depth-based Hand Pose Estimation
Seungryul Baek
K. Kim
Tae-Kyun Kim
3DH
27
82
0
11 May 2018
Hand Pose Estimation via Latent 2.5D Heatmap Regression
Hand Pose Estimation via Latent 2.5D Heatmap Regression
Umar Iqbal
Pavlo Molchanov
Thomas Breuel
Juergen Gall
Jan Kautz
3DH
24
318
0
25 Apr 2018
StarMap for Category-Agnostic Keypoint and Viewpoint Estimation
StarMap for Category-Agnostic Keypoint and Viewpoint Estimation
Xingyi Zhou
Arjun Karpur
Linjie Luo
Qi-Xing Huang
3DPC
3DV
30
88
0
25 Mar 2018
V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and
  Human Pose Estimation from a Single Depth Map
V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map
Gyeongsik Moon
Ju Yong Chang
Kyoung Mu Lee
3DH
26
412
0
20 Nov 2017
Improving Landmark Localization with Semi-Supervised Learning
Improving Landmark Localization with Semi-Supervised Learning
S. Honari
Pavlo Molchanov
Stephen Tyree
Pascal Vincent
C. Pal
Jan Kautz
SSL
38
162
0
05 Sep 2017
First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose
  Annotations
First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations
Guillermo Garcia-Hernando
Shanxin Yuan
Seungryul Baek
Tae-Kyun Kim
EgoV
30
478
0
08 Apr 2017
3D Hand Pose Tracking and Estimation Using Stereo Matching
3D Hand Pose Tracking and Estimation Using Stereo Matching
Jiawei Zhang
Jianbo Jiao
Mingliang Chen
Liangqiong Qu
Xiaobin Xu
Qingxiong Yang
174
144
0
23 Oct 2016
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