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DexYCB: A Benchmark for Capturing Hand Grasping of Objects

DexYCB: A Benchmark for Capturing Hand Grasping of Objects

9 April 2021
Yu-Wei Chao
Wei Yang
Yu Xiang
Pavlo Molchanov
Ankur Handa
Jonathan Tremblay
Yashraj S. Narang
Karl Van Wyk
Umar Iqbal
Stan Birchfield
Jan Kautz
Dieter Fox
ArXiv (abs)PDFHTML

Papers citing "DexYCB: A Benchmark for Capturing Hand Grasping of Objects"

50 / 56 papers shown
Title
EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video
EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video
Ryan Hoque
Peide Huang
David J. Yoon
Mouli Sivapurapu
Jian Zhang
166
0
0
16 May 2025
DexTOG: Learning Task-Oriented Dexterous Grasp with Language
DexTOG: Learning Task-Oriented Dexterous Grasp with Language
Jieyi Zhang
Wenqiang Xu
Zhenjun Yu
Pengfei Xie
Tutian Tang
Cewu Lu
343
1
0
06 Apr 2025
Synchronize Dual Hands for Physics-Based Dexterous Guitar Playing
Synchronize Dual Hands for Physics-Based Dexterous Guitar Playing
Pei Xu
Ruocheng Wang
187
2
0
20 Feb 2025
Hand-Object Contact Detection using Grasp Quality Metrics
Hand-Object Contact Detection using Grasp Quality Metrics
Akansel Cosgun
Thanh Vinh Nguyen
69
0
0
13 Jan 2025
SynH2R: Synthesizing Hand-Object Motions for Learning Human-to-Robot Handovers
SynH2R: Synthesizing Hand-Object Motions for Learning Human-to-Robot Handovers
Sammy Christen
Lan Feng
Wei Yang
Yu-Wei Chao
Otmar Hilliges
Mingli Song
113
14
0
03 Jan 2025
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models
Rick Akkerman
Haiwen Feng
M. Black
Dimitrios Tzionas
Victoria Fernandez-Abrevaya
VGenAI4CE
176
3
0
16 Dec 2024
HandOS: 3D Hand Reconstruction in One Stage
HandOS: 3D Hand Reconstruction in One Stage
Xingyu Chen
Zhuheng Song
Xiaoke Jiang
Yaoqing Hu
Junzhi Yu
Lei Zhang
3DHHAI
168
0
0
02 Dec 2024
WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild
WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild
Rolandos Alexandros Potamias
Jinglei Zhang
Jiankang Deng
Stefanos Zafeiriou
3DH
89
12
0
18 Sep 2024
HO-Cap: A Capture System and Dataset for 3D Reconstruction and Pose Tracking of Hand-Object Interaction
HO-Cap: A Capture System and Dataset for 3D Reconstruction and Pose Tracking of Hand-Object Interaction
Jikai Wang
Qifan Zhang
Yu-Wei Chao
Bowen Wen
Xiaohu Guo
Yu Xiang
3DH
141
2
0
10 Jun 2024
ThermoHands: A Benchmark for 3D Hand Pose Estimation from Egocentric Thermal Images
ThermoHands: A Benchmark for 3D Hand Pose Estimation from Egocentric Thermal Images
Fangqiang Ding
Yunzhou Zhu
Xiangyu Wen
Gaowen Liu
Chris Xiaoxuan Lu
81
5
0
14 Mar 2024
ParaHome: Parameterizing Everyday Home Activities Towards 3D Generative Modeling of Human-Object Interactions
ParaHome: Parameterizing Everyday Home Activities Towards 3D Generative Modeling of Human-Object Interactions
Jeonghwan Kim
Jisoo Kim
Jeonghyeon Na
Hanbyul Joo
124
21
0
18 Jan 2024
HandDiffuse: Generative Controllers for Two-Hand Interactions via Diffusion Models
HandDiffuse: Generative Controllers for Two-Hand Interactions via Diffusion Models
Pei-Ying Lin
Sihang Xu
Hongdi Yang
Yiran Liu
Xin Chen
Jingya Wang
Jingyi Yu
Lan Xu
101
10
0
08 Dec 2023
Robotic Telekinesis: Learning a Robotic Hand Imitator by Watching Humans
  on Youtube
Robotic Telekinesis: Learning a Robotic Hand Imitator by Watching Humans on Youtube
Aravind Sivakumar
Kenneth Shaw
Deepak Pathak
166
104
0
21 Feb 2022
Embodied Hands: Modeling and Capturing Hands and Bodies Together
Embodied Hands: Modeling and Capturing Hands and Bodies Together
Javier Romero
Dimitrios Tzionas
Michael J. Black
3DHCVBM
77
401
0
07 Jan 2022
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
100
160
0
15 Jun 2021
BOP Challenge 2020 on 6D Object Localization
BOP Challenge 2020 on 6D Object Localization
Tomás Hodan
M. Sundermeyer
Bertram Drost
Yann Labbé
Eric Brachmann
Frank Michel
Carsten Rother
Jirí Matas
3DPC
87
268
0
15 Sep 2020
GRAB: A Dataset of Whole-Body Human Grasping of Objects
GRAB: A Dataset of Whole-Body Human Grasping of Objects
Omid Taheri
N. Ghorbani
Michael J. Black
Dimitrios Tzionas
3DH
75
381
0
25 Aug 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
82
293
0
21 Aug 2020
CosyPose: Consistent multi-view multi-object 6D pose estimation
CosyPose: Consistent multi-view multi-object 6D pose estimation
Yann Labbé
Justin Carpentier
Mathieu Aubry
Josef Sivic
76
441
0
19 Aug 2020
ContactPose: A Dataset of Grasps with Object Contact and Hand Pose
ContactPose: A Dataset of Grasps with Object Contact and Hand Pose
Samarth Brahmbhatt
Chengcheng Tang
Christopher D. Twigg
Charles C. Kemp
James Hays
80
211
0
19 Jul 2020
Understanding Human Hands in Contact at Internet Scale
Understanding Human Hands in Contact at Internet Scale
Dandan Shan
Jiaqi Geng
Michelle Shu
David Fouhey
102
324
0
11 Jun 2020
Leveraging Photometric Consistency over Time for Sparsely Supervised
  Hand-Object Reconstruction
Leveraging Photometric Consistency over Time for Sparsely Supervised Hand-Object Reconstruction
Yana Hasson
Bugra Tekin
Federica Bogo
Ivan Laptev
Marc Pollefeys
Cordelia Schmid
3DH
100
190
0
28 Apr 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
69
190
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
79
49
0
30 Mar 2020
SOLOv2: Dynamic and Fast Instance Segmentation
SOLOv2: Dynamic and Fast Instance Segmentation
Xinlong Wang
Rufeng Zhang
Tao Kong
Lei Li
Chunhua Shen
SSegISeg
109
99
0
23 Mar 2020
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints
Adrian Spurr
Umar Iqbal
Pavlo Molchanov
Otmar Hilliges
Jan Kautz
3DH
162
152
0
20 Mar 2020
Human Grasp Classification for Reactive Human-to-Robot Handovers
Human Grasp Classification for Reactive Human-to-Robot Handovers
Wei Yang
Chris Paxton
Maya Cakmak
Dieter Fox
74
52
0
12 Mar 2020
A Billion Ways to Grasp: An Evaluation of Grasp Sampling Schemes on a
  Dense, Physics-based Grasp Data Set
A Billion Ways to Grasp: An Evaluation of Grasp Sampling Schemes on a Dense, Physics-based Grasp Data Set
Clemens Eppner
Arsalan Mousavian
Dieter Fox
76
73
0
11 Dec 2019
DexPilot: Vision Based Teleoperation of Dexterous Robotic Hand-Arm
  System
DexPilot: Vision Based Teleoperation of Dexterous Robotic Hand-Arm System
Ankur Handa
Karl Van Wyk
Wei Yang
Jacky Liang
Yu-Wei Chao
Qian Wan
Stan Birchfield
Nathan D. Ratliff
Dieter Fox
70
205
0
07 Oct 2019
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from
  Single RGB Images
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images
Christiane Zimmermann
Duygu Ceylan
Jimei Yang
Bryan C. Russell
Max Argus
Thomas Brox
3DH
238
409
0
10 Sep 2019
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose
  Estimation from a Single Depth Image
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image
Fu Xiong
Boshen Zhang
Yang Xiao
Zhiguo Cao
Taidong Yu
Qiufeng Wang
Junsong Yuan
3DH
57
157
0
27 Aug 2019
Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose
  Estimation
Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose Estimation
Kiru Park
T. Patten
Markus Vincze
3DPC
90
459
0
20 Aug 2019
Learning joint reconstruction of hands and manipulated objects
Learning joint reconstruction of hands and manipulated objects
Yana Hasson
Gül Varol
Dimitrios Tzionas
Igor Kalevatykh
Michael J. Black
Ivan Laptev
Cordelia Schmid
3DH
60
530
0
11 Apr 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
83
254
0
10 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
70
438
0
03 Mar 2019
Deep High-Resolution Representation Learning for Human Pose Estimation
Deep High-Resolution Representation Learning for Human Pose Estimation
Ke Sun
Bin Xiao
Dong Liu
Jingdong Wang
3DV
138
4,062
0
25 Feb 2019
3D Hand Shape and Pose from Images in the Wild
3D Hand Shape and Pose from Images in the Wild
A. Boukhayma
Rodrigo de Bem
Philip Torr
3DH
74
356
0
09 Feb 2019
Implicit 3D Orientation Learning for 6D Object Detection from RGB Images
Implicit 3D Orientation Learning for 6D Object Detection from RGB Images
M. Sundermeyer
Zoltán-Csaba Márton
M. Durner
Manuel Brucker
Rudolph Triebel
3DH3DPC
66
551
0
04 Feb 2019
DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion
DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion
Chen Wang
Danfei Xu
Yuke Zhu
Roberto Martín-Martín
Cewu Lu
Li Fei-Fei
Silvio Savarese
MDE
107
958
0
15 Jan 2019
Normalized Object Coordinate Space for Category-Level 6D Object Pose and
  Size Estimation
Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation
He Wang
Srinath Sridhar
Jingwei Huang
Julien P. C. Valentin
Shuran Song
Leonidas Guibas
116
696
0
09 Jan 2019
PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation
PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation
Sida Peng
Yuan Liu
Qi-Xing Huang
Hujun Bao
Xiaowei Zhou
3DPC
76
898
0
31 Dec 2018
Deep Object Pose Estimation for Semantic Robotic Grasping of Household
  Objects
Deep Object Pose Estimation for Semantic Robotic Grasping of Household Objects
Jonathan Tremblay
Thang To
Balakumar Sundaralingam
Yu Xiang
Dieter Fox
Stan Birchfield
89
658
0
27 Sep 2018
BOP: Benchmark for 6D Object Pose Estimation
BOP: Benchmark for 6D Object Pose Estimation
Tomás Hodan
Frank Michel
Eric Brachmann
Wadim Kehl
A. Buch
...
Fabian Manhardt
Federico Tombari
Tae-Kyun Kim
Jirí Matas
Carsten Rother
3DH
76
443
0
24 Aug 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
84
321
0
25 Apr 2018
DeepIM: Deep Iterative Matching for 6D Pose Estimation
DeepIM: Deep Iterative Matching for 6D Pose Estimation
Yi Li
Gu Wang
Xiangyang Ji
Yu Xiang
Dieter Fox
3DH3DPC
150
706
0
31 Mar 2018
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB
Franziska Mueller
Florian Bernard
Oleksandr Sotnychenko
Dushyant Mehta
Srinath Sridhar
Dan Casas
Christian Theobalt
3DH
89
523
0
04 Dec 2017
Real-Time Seamless Single Shot 6D Object Pose Prediction
Real-Time Seamless Single Shot 6D Object Pose Prediction
Bugra Tekin
Sudipta N. Sinha
Pascal Fua
76
796
0
24 Nov 2017
PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in
  Cluttered Scenes
PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes
Yu Xiang
Tanner Schmidt
V. Narayanan
Dieter Fox
3DPC
147
1,961
0
01 Nov 2017
Learning to Estimate 3D Hand Pose from Single RGB Images
Learning to Estimate 3D Hand Pose from Single RGB Images
Christiane Zimmermann
Thomas Brox
3DH
71
711
0
03 May 2017
Hand Keypoint Detection in Single Images using Multiview Bootstrapping
Hand Keypoint Detection in Single Images using Multiview Bootstrapping
Tomas Simon
Hanbyul Joo
I. Matthews
Yaser Sheikh
3DH
86
1,115
0
25 Apr 2017
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