Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs

23 June 2016

Papers citing "Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs"

42 / 42 papers shown

Title
WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild Rolandos Alexandros Potamias Jinglei Zhang Jiankang Deng Stefanos Zafeiriou 3DH 51 11 0 18 Sep 2024
HandDAGT: A Denoising Adaptive Graph Transformer for 3D Hand Pose Estimation Wencan Cheng Eunji Kim Jong Hwan Ko 3DH ViT 40 0 0 30 Jul 2024
Im2Hands: Learning Attentive Implicit Representation of Interacting Two-Hand Shapes Jihyun Lee Minhyuk Sung H. Choi Tae-Kyun Kim 3DH CVBM 43 17 0 28 Feb 2023
Neuromorphic High-Frequency 3D Dancing Pose Estimation in Dynamic Environment Zhongyang Zhang Kaidong Chai Haowen Yu Ramzi M Majaj Francesca Walsh Edward Wang U. Mahbub H. Siegelmann Donghyun Kim Tauhidur Rahman 3DH 32 19 0 17 Jan 2023
Efficient Virtual View Selection for 3D Hand Pose Estimation Jian Cheng Yanguang Wan Dexin Zuo Cuixia Ma Jian Gu Ping Tan Hongan Wang Xiaoming Deng Yinda Zhang 3DH 26 24 0 29 Mar 2022
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 46 39 0 24 Jan 2022
SOMA: Solving Optical Marker-Based MoCap Automatically N. Ghorbani Michael J. Black 24 30 0 09 Oct 2021
A Skeleton-Driven Neural Occupancy Representation for Articulated Hands Korrawe Karunratanakul Adrian Spurr Zicong Fan Otmar Hilliges Siyu Tang 3DH 42 60 0 23 Sep 2021
RealisticHands: A Hybrid Model for 3D Hand Reconstruction Michael Seeber Roi Poranne Marc Polleyfeys Martin R. Oswald 3DH 19 7 0 31 Aug 2021
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 45 52 0 24 Jul 2021
Model-based 3D Hand Reconstruction via Self-Supervised Learning Yujin Chen Zhigang Tu Di Kang Linchao Bao Ying Zhang Xuefei Zhe Ruizhi Chen Junsong Yuan 3DH 46 98 0 22 Mar 2021
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
SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation Deying Kong Haoyu Ma Xiaohui Xie GNN 3DH 29 21 0 25 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 47 281 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 31 64 0 19 Aug 2020
MediaPipe Hands: On-device Real-time Hand Tracking Fan Zhang Valentin Bazarevsky Andrey Vakunov A. Tkachenka George Sung Chuo-Ling Chang Matthias Grundmann 3DH MedIm 46 725 0 18 Jun 2020
Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge Long Zhao Xi Peng Yuxiao Chen Mubbasir Kapadia Dimitris N. Metaxas 18 66 0 01 Apr 2020
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 35 49 0 30 Mar 2020
3D Hand Pose Estimation via Regularized Graph Representation Learning Yiming He Wei Hu 3DH 32 7 0 04 Dec 2019
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
Multi-view consensus CNN for 3D facial landmark placement Rasmus Paulsen K. A. Juhl T. M. Haspang Thomas F. Hansen M. Ganz Gudmundur Einarsson 3DH 3DV 20 34 0 14 Oct 2019
FastV2C-HandNet: Fast Voxel to Coordinate Hand Pose Estimation with 3D Convolutional Neural Networks Rohan Lekhwani Bhupendra Singh 3DH 22 1 0 15 Jul 2019
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering Seungryul Baek K. Kim Tae-Kyun Kim 3DH 42 210 0 08 Apr 2019
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 34 433 0 03 Mar 2019
Random Forest with Learned Representations for Semantic Segmentation Byeongkeun Kang Truong Thao Nguyen 28 30 0 23 Jan 2019
Structure-Aware 3D Hourglass Network for Hand Pose Estimation from Single Depth Image Fuyang Huang Ailing Zeng Minhao Liu J. Qin Qiang Xu 3DH 30 17 0 26 Dec 2018
Disentangling Latent Hands for Image Synthesis and Pose Estimation Linlin Yang Angela Yao CoGe DRL 30 116 0 03 Dec 2018
Context-Aware Deep Spatio-Temporal Network for Hand Pose Estimation from Depth Images Yiming Wu Wei Ji Xi Li G. Wang Yuxiang Cai Fei Wu 3DH 26 14 0 06 Oct 2018
Graph Edge Convolutional Neural Networks for Skeleton Based Action Recognition Xikun Zhang Chang Xu Xinmei Tian Dacheng Tao 3DH GNN 33 157 0 16 May 2018
Augmented Skeleton Space Transfer for Depth-based Hand Pose Estimation Seungryul Baek K. Kim Tae-Kyun Kim 3DH 27 82 0 11 May 2018
Cross-modal Deep Variational Hand Pose Estimation Adrian Spurr Mingli Song Seonwook Park Otmar Hilliges 3DH 22 284 0 30 Mar 2018
Using a single RGB frame for real time 3D hand pose estimation in the wild Paschalis Panteleris Iason Oikonomidis Antonis Argyros 3DH 32 209 0 11 Dec 2017
Simultaneous Hand Pose and Skeleton Bone-Lengths Estimation from a Single Depth Image J. Malik Ahmed Elhayek D. Stricker 3DH 24 23 0 08 Dec 2017
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 46 518 0 04 Dec 2017
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
DeepPrior++: Improving Fast and Accurate 3D Hand Pose Estimation Markus Oberweger Vincent Lepetit HAI 24 236 0 28 Aug 2017
Towards Good Practices for Deep 3D Hand Pose Estimation Hengkai Guo Guijin Wang Xinghao Chen Cairong Zhang 3DH 41 85 0 23 Jul 2017
End-to-end Global to Local CNN Learning for Hand Pose Recovery in Depth Data Meysam Madadi Sergio Escalera Xavier Baro Jordi Gonzalez 3DH 24 70 0 26 May 2017
BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis Shanxin Yuan Qianru Ye B. Stenger Siddhant Jain Tae-Kyun Kim 22 243 0 09 Apr 2017
Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation Chengde Wan Thomas Probst Luc Van Gool Angela Yao GAN 22 149 0 11 Feb 2017
Deep Kinematic Pose Regression Xingyi Zhou Xiao Sun Wei Zhang Shuang Liang Yichen Wei 3DH 30 264 0 17 Sep 2016
Hand Pose Estimation through Semi-Supervised and Weakly-Supervised Learning Natalia Neverova Christian Wolf Florian Nebout Graham W. Taylor MDE 3DH 20 47 0 20 Nov 2015