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BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis

9 April 2017

Papers citing "BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis"

50 / 96 papers shown

Title
PALM: A Dataset and Baseline for Learning Multi-subject Hand Prior Zicong Fan Edoardo Remelli David Dimond Fadime Sener Liuhao Ge Bugra Tekin Cem Keskin Shreyas Hampali 3DH 519 0 0 07 Nov 2025
emg2tendon: From sEMG Signals to Tendon Control in Musculoskeletal Hands Sagar Verma 105 0 0 29 Jul 2025
DyTact: Capturing Dynamic Contacts in Hand-Object Manipulation Xiaoyan Cong Angela Xing Chandradeep Pokhariya Rao Fu Srinath Sridhar 261 2 0 03 Jun 2025
Siformer: Feature-isolated Transformer for Efficient Skeleton-based Sign Language RecognitionACM Multimedia (MM), 2024 Muxin Pu Mei Kuan Lim Chun Yong Chong SLR 216 7 0 26 Mar 2025
emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose EstimationNeural Information Processing Systems (NeurIPS), 2024 Sasha Salter Richard Warren Collin Schlager Adrian Spurr Shangchen Han ... Robert Y. Wang Nathan Danielson Josh Merel Eftychios Pnevmatikakis Jesse Marshall 261 22 0 02 Dec 2024
AirLetters: An Open Video Dataset of Characters Drawn in the Air Rishit Dagli Guillaume Berger Joanna Materzynska Ingo Bax Roland Memisevic VGen 176 1 0 03 Oct 2024
Benchmarking 2D Egocentric Hand Pose DatasetsIEEE Access (IEEE Access), 2024 Olga Taran Damian M. Manzone Jose Zariffa EgoV 268 1 0 11 Sep 2024
Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and DynamicsEuropean Conference on Computer Vision (ECCV), 2024 W. Cho Jihyun Lee Minjae Yi Minje Kim Taeyun Woo ... Taewook Ha Hyokeun Lee Je-Hwan Ryu Woontack Woo Tae-Kyun Kim 256 10 0 06 Sep 2024
The Collection of a Human Robot Collaboration Dataset for Cooperative Assembly in Glovebox Environments Shivansh Sharma Mathew Huang Sanat Nair Alan Wen Christina Petlowany Juston Moore Selma Wanna Mitch Pryor 298 2 0 19 Jul 2024
Weakly-Supervised 3D Hand Reconstruction with Knowledge Prior and Uncertainty Guidance Yufei Zhang Jeffrey O. Kephart Qiang Ji 3DH 221 3 0 17 Jul 2024
DOR3D-Net: Dense Ordinal Regression Network for 3D Hand Pose Estimation Yamin Mao Zhihua Liu Weiming Li Soonyong Cho Qiang Wang Xiaoshuai Hao 3DH 119 0 0 20 Mar 2024
ThermoHands: A Benchmark for 3D Hand Pose Estimation from Egocentric Thermal ImagesACM International Conference on Embedded Networked Sensor Systems (SenSys), 2024 Fangqiang Ding Yunzhou Zhu Xiangyu Wen Gaowen Liu Chris Xiaoxuan Lu 467 9 0 14 Mar 2024
ParaHome: Parameterizing Everyday Home Activities Towards 3D Generative Modeling of Human-Object Interactions Jeonghwan Kim Jisoo Kim Jeonghyeon Na Hanbyul Joo 412 33 0 18 Jan 2024
3D Pose Estimation of Two Interacting Hands from a Monocular Event Camera Christen Millerdurai D. Luvizon Viktor Rudnev André Jonas Jiayi Wang Christian Theobalt Vladislav Golyanik 279 14 0 21 Dec 2023
A Dataset of Relighted 3D Interacting HandsNeural Information Processing Systems (NeurIPS), 2023 Gyeongsik Moon Forrest Iandola Weipeng Xu Rohan P. Joshi Julia Buffalini ... Shunsuke Saito Bo Peng Shubham Garg Kevyn McPhail Takaaki Shiratori 298 40 0 26 Oct 2023
AffordPose: A Large-scale Dataset of Hand-Object Interactions with Affordance-driven Hand PoseIEEE International Conference on Computer Vision (ICCV), 2023 Ju Jian Xiuping Liu Manyi Li Ruizhen Hu Jian Liu 186 65 0 16 Sep 2023
An Outlook into the Future of Egocentric VisionInternational Journal of Computer Vision (IJCV), 2023 Chiara Plizzari Gabriele Goletto Antonino Furnari Siddhant Bansal Francesco Ragusa G. Farinella Dima Damen Tatiana Tommasi EgoV 290 72 0 14 Aug 2023
A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation from a Single RGB ImageComputer Vision and Pattern Recognition (CVPR), 2023 Changlong Jiang Yanghua Xiao Cunlin Wu Mingyang Zhang Jinghong Zheng Z. Cao Qiufeng Wang ViT 165 38 0 07 Apr 2023
DexRepNet: Learning Dexterous Robotic Grasping Network with Geometric and Spatial Hand-Object RepresentationsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023 Qingtao Liu Yu Cui Qi Ye Zheng Sun Haoming Li Gaofeng Li Lin Shao Jiming Chen 170 31 0 17 Mar 2023
At Your Fingertips: Extracting Piano Fingering Instructions from Videos Amit Moryossef Yanai Elazar Yoav Goldberg 193 3 0 07 Mar 2023
EvHandPose: Event-based 3D Hand Pose Estimation with Sparse SupervisionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jianping Jiang Jiahe Li Baowen Zhang Xiaoming Deng Boxin Shi 217 18 0 06 Mar 2023
MC-hands-1M: A glove-wearing hand dataset for pose estimation Prodromos Boutis Zisis Batzos Konstantinos Konstantoudakis A. Dimou P. Daras 3DH 125 0 0 19 Oct 2022
Tracking and Reconstructing Hand Object Interactions from Point Cloud Sequences in the WildAAAI Conference on Artificial Intelligence (AAAI), 2022 Jiayi Chen Min Yan JIazhao Zhang Yinzhen Xu Xiaolong Li Yijia Weng Li Yi Shuran Song He Wang 3DH 248 24 0 24 Sep 2022
Signs of Language: Embodied Sign Language Fingerspelling Acquisition from Demonstrations for Human-Robot InteractionIEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 2022 Federico Tavella Aphrodite Galata Angelo Cangelosi 255 1 0 12 Sep 2022
ZoomNAS: Searching for Whole-body Human Pose Estimation in the WildIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Lumin Xu Sheng Jin Wentao Liu Chao Qian Wanli Ouyang Ping Luo Xiaogang Wang 3DH 150 46 0 23 Aug 2022
Disentangling 3D Attributes from a Single 2D Image: Human Pose, Shape and GarmentBritish Machine Vision Conference (BMVC), 2022 Xue Hu Xinghui Li Benjamin Busam Yiren Zhou A. Leonardis Shanxin Yuan DRL 3DH 258 3 0 05 Aug 2022
Efficient Annotation and Learning for 3D Hand Pose Estimation: A SurveyInternational Journal of Computer Vision (IJCV), 2022 Takehiko Ohkawa Ryosuke Furuta Yoichi Sato 3DH 209 24 0 05 Jun 2022
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph ConvolutionComputer Vision and Pattern Recognition (CVPR), 2022 Tze Ho Elden Tse K. Kim A. Leonardis H. Chang 3DH 302 75 0 27 Apr 2022
OakInk: A Large-scale Knowledge Repository for Understanding Hand-Object InteractionComputer Vision and Pattern Recognition (CVPR), 2022 Lixin Yang Kailin Li Xinyu Zhan Fei Wu Anran Xu Liu Liu Cewu Lu 227 130 0 29 Mar 2022
HOI4D: A 4D Egocentric Dataset for Category-Level Human-Object InteractionComputer Vision and Pattern Recognition (CVPR), 2022 Yunze Liu Yun-Hai Liu Chen Jiang Kangbo Lyu Weikang Wan Hao Shen Bo-Hua Liang Zhoujie Fu He Wang Li Yi 383 254 0 03 Mar 2022
A Survey on RGB-D DatasetsComputer Vision and Image Understanding (CVIU), 2022 Alexandre Lopes Roberto Souza Hélio Pedrini 3DV MDE 321 40 0 15 Jan 2022
Local and Global Point Cloud Reconstruction for 3D Hand Pose Estimation Ziwei Yu Linlin Yang Shicheng Chen Angela Yao 3DPC 3DH 183 11 0 13 Dec 2021
A Review on Human Pose Estimation Rohit Josyula Sarah Ostadabbas CVBM 143 18 0 13 Oct 2021
HUMBI: A Large Multiview Dataset of Human Body Expressions and Benchmark Challenge Jae Shin Yoon Zhixuan Yu Jaesik Park Hyunjung Park 309 21 0 30 Sep 2021
3D Hand Pose and Shape Estimation from RGB Images for Keypoint-Based Hand Gesture Recognition D. Avola Luigi Cinque Alessio Fagioli G. Foresti A. Fragomeni D. Pannone 3DH 176 39 0 28 Sep 2021
Multi-View Video-Based 3D Hand Pose EstimationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2021 Leyla Khaleghi Alireza Sepas-Moghaddam Josh Marshall Ali Etemad 3DH 176 11 0 24 Sep 2021
GTT-Net: Learned Generalized Trajectory TriangulationIEEE International Conference on Computer Vision (ICCV), 2021 Xiangyu Xu Enrique Dunn 3DV 106 3 0 08 Sep 2021
Learning compliant grasping and manipulation by teleoperation with adaptive force controlIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021 Chao Zeng Shuang Li Yiming Jiang Qiang Li Zhaopeng Chen Chenguang Yang Jianwei Zhang 205 16 0 19 Jul 2021
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 239 31 0 02 Jul 2021
Adversarial Motion Modelling helps Semi-supervised Hand Pose Estimation Adrian Spurr Pavlo Molchanov Umar Iqbal Jan Kautz Otmar Hilliges 142 8 0 10 Jun 2021
H2O: A Benchmark for Visual Human-human Object Handover AnalysisIEEE International Conference on Computer Vision (ICCV), 2021 Ruolin Ye Wenqiang Xu Zhendong Xue Tutian Tang Yanfeng Wang Cewu Lu 187 30 0 23 Apr 2021
ContactOpt: Optimizing Contact to Improve GraspsComputer Vision and Pattern Recognition (CVPR), 2021 Patrick Grady Chengcheng Tang Christopher D. Twigg Minh Vo Samarth Brahmbhatt Charles C. Kemp 3DH 256 167 0 15 Apr 2021
DexYCB: A Benchmark for Capturing Hand Grasping of ObjectsComputer Vision and Pattern Recognition (CVPR), 2021 Yu-Wei Chao Wei Yang Yu Xiang Pavlo Molchanov Ankur Handa ... Karl Van Wyk Umar Iqbal Stan Birchfield Jan Kautz Dieter Fox 430 348 0 09 Apr 2021
MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Liangjian Chen Shih-Yao Lin Yusheng Xie Yen-Yu Lin Xiaohui Xie 3DH 234 32 0 06 Dec 2020
Visual Methods for Sign Language Recognition: A Modality-Based Review B. Seddik N. Amara SLR 208 1 0 22 Sep 2020
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 244 341 0 21 Aug 2020
DeepHandMesh: A Weakly-supervised Deep Encoder-Decoder Framework for High-fidelity Hand Mesh Modeling Gyeongsik Moon Takaaki Shiratori Kyoung Mu Lee 3DH 195 68 0 19 Aug 2020
Physics-Based Dexterous Manipulations with Estimated Hand Poses and Residual Reinforcement LearningIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 Guillermo Garcia-Hernando Edward Johns Tae-Kyun Kim 3DH 152 72 0 07 Aug 2020
Whole-Body Human Pose Estimation in the WildEuropean Conference on Computer Vision (ECCV), 2020 Sheng Jin Lumin Xu Jin Xu Can Wang Wentao Liu Chao Qian Wanli Ouyang Ping Luo 3DH 334 305 0 23 Jul 2020
SeqHAND:RGB-Sequence-Based 3D Hand Pose and Shape EstimationEuropean Conference on Computer Vision (ECCV), 2020 John Yang H. Chang Seungeui Lee Nojun Kwak 3DH 285 58 0 10 Jul 2020