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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"

50 / 63 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 138 12 0 18 Sep 2024
AirSketch: Generative Motion to Sketch Hui Xian Grace Lim Xuanming Cui Yogesh S Rawat Ser-Nam Lim DiffM VGen 93 0 0 12 Jul 2024
Im2Hands: Learning Attentive Implicit Representation of Interacting Two-Hand Shapes Jihyun Lee Minhyuk Sung H. Choi Tae-Kyun Kim 3DH CVBM 131 18 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 57 21 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 110 25 0 29 Mar 2022
Local and Global Point Cloud Reconstruction for 3D Hand Pose Estimation Ziwei Yu Linlin Yang Shicheng Chen Angela Yao 3DPC 3DH 89 7 0 13 Dec 2021
Monocular 3D Reconstruction of Interacting Hands via Collision-Aware Factorized Refinements Yu Rong Jingbo Wang Ziwei Liu Chen Change Loy 3DH 98 38 0 01 Nov 2021
SOMA: Solving Optical Marker-Based MoCap Automatically N. Ghorbani Michael J. Black 81 33 0 09 Oct 2021
A Skeleton-Driven Neural Occupancy Representation for Articulated Hands Korrawe Karunratanakul Adrian Spurr Zicong Fan Otmar Hilliges Siyu Tang 3DH 110 60 0 23 Sep 2021
RealisticHands: A Hybrid Model for 3D Hand Reconstruction Michael Seeber Roi Poranne Marc Polleyfeys Martin R. Oswald 3DH 71 8 0 31 Aug 2021
HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton Wencan Cheng J. Park J. Ko 3DH 56 40 0 12 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 168 55 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 114 101 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 119 25 0 18 Feb 2021
MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose Estimation Liangjian Chen Shih-Yao Lin Yusheng Xie Yen-Yu Lin Xiaohui Xie 3DH 97 26 0 06 Dec 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 126 294 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 97 65 0 19 Aug 2020
Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose Estimation Jiayi Wang Franziska Mueller Florian Bernard Christian Theobalt GAN 3DH 46 4 0 06 Jul 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 141 753 0 18 Jun 2020
Two-hand Global 3D Pose Estimation Using Monocular RGB Fanqing Lin Connor Wilhelm Tony R. Martinez 3DH 84 41 0 01 Jun 2020
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild Dominik Kulon R. Güler Iasonas Kokkinos M. Bronstein Stefanos Zafeiriou 3DH 66 210 0 04 Apr 2020
Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge Long Zhao Xi Peng Yuxiao Chen Mubbasir Kapadia Dimitris N. Metaxas 88 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 105 49 0 30 Mar 2020
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 62 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 39 34 0 14 Oct 2019
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 87 157 0 27 Aug 2019
FastV2C-HandNet: Fast Voxel to Coordinate Hand Pose Estimation with 3D Convolutional Neural Networks Rohan Lekhwani Bhupendra Singh 3DH 81 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 114 215 0 08 Apr 2019
Hand Pose Estimation: A Survey Bardia Doosti 3DH 74 47 0 03 Mar 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 141 442 0 03 Mar 2019
3D Hand Shape and Pose from Images in the Wild A. Boukhayma Rodrigo de Bem Philip Torr 3DH 112 356 0 09 Feb 2019
Random Forest with Learned Representations for Semantic Segmentation Byeongkeun Kang Truong Thao Nguyen 56 32 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 81 17 0 26 Dec 2018
Point-to-Pose Voting based Hand Pose Estimation using Residual Permutation Equivariant Layer Shile Li Dongheui Lee 3DPC 104 75 0 05 Dec 2018
Disentangling Latent Hands for Image Synthesis and Pose Estimation Linlin Yang Angela Yao CoGe DRL 99 118 0 03 Dec 2018
Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose Xiao Sun Chuankang Li Stephen Lin 3DH 64 6 0 17 Nov 2018
Context-Aware Deep Spatio-Temporal Network for Hand Pose Estimation from Depth Images Yiming Wu Wei Ji Xi Li G. Wang Yuxiang Cai Leilei Gan 3DH 77 14 0 06 Oct 2018
DeepHPS: End-to-end Estimation of 3D Hand Pose and Shape by Learning from Synthetic Depth J. Malik Ahmed Elhayek Fabrizio Nunnari Kiran Varanasi Kiarash Tamaddon Alexis Heloir D. Stricker 3DH 79 78 0 28 Aug 2018
Model-based Hand Pose Estimation for Generalized Hand Shape with Appearance Normalization J. Wöhlke Shile Li Dongheui Lee 3DH 43 8 0 02 Jul 2018
Graph Edge Convolutional Neural Networks for Skeleton Based Action Recognition Xikun Zhang Chang Xu Xinmei Tian Dacheng Tao 3DH GNN 102 159 0 16 May 2018
Augmented Skeleton Space Transfer for Depth-based Hand Pose Estimation Seungryul Baek K. Kim Tae-Kyun Kim 3DH 79 82 0 11 May 2018
Towards Deep Learning based Hand Keypoints Detection for Rapid Sequential Movements from RGB Images Srujana Gattupalli Ashwin Ramesh Babu J. Brady F. Makedon V. Athitsos 64 13 0 03 Apr 2018
Interactive Hand Pose Estimation: Boosting accuracy in localizing extended finger joints Cairong Zhang Guijin Wang Hengkai Guo Xinghao Chen F. Qiao Huazhong Yang 39 3 0 02 Apr 2018
Cross-modal Deep Variational Hand Pose Estimation Adrian Spurr Mingli Song Seonwook Park Otmar Hilliges 3DH 101 287 0 30 Mar 2018
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals Shanxin Yuan Guillermo Garcia-Hernando B. Stenger Gyeongsik Moon Ju Yong Chang ... Shile Li Dongheui Lee Iason Oikonomidis Antonis Argyros Tae-Kyun Kim 3DH 97 200 0 11 Dec 2017
Using a single RGB frame for real time 3D hand pose estimation in the wild Paschalis Panteleris Iason Oikonomidis Antonis Argyros 3DH 116 211 0 11 Dec 2017
Simultaneous Hand Pose and Skeleton Bone-Lengths Estimation from a Single Depth Image J. Malik Ahmed Elhayek D. Stricker 3DH 61 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 147 523 0 04 Dec 2017
Dense 3D Regression for Hand Pose Estimation Chengde Wan Thomas Probst Luc Van Gool Angela Yao 3DH 89 156 0 24 Nov 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 168 415 0 20 Nov 2017