Contrastive Representation Learning for Hand Shape Estimation

8 June 2021

Christiane Zimmermann

Max Argus

Thomas Brox

3DH

SSL

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Papers citing "Contrastive Representation Learning for Hand Shape Estimation"

29 / 29 papers shown

Title
Direction-Aware Hybrid Representation Learning for 3D Hand Pose and Shape Estimation Shiyong Liu Zhihao Li Xiao Tang Jianzhuang Liu 3DH 46 0 0 02 Apr 2025
Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics W. Cho Jihyun Lee Minjae Yi Minje Kim Taeyun Woo ... Taewook Ha Hyokeun Lee Je-Hwan Ryu Woontack Woo Tae-Kyun Kim 34 3 0 06 Sep 2024
Automated Patient Positioning with Learned 3D Hand Gestures Zhongpai Gao Abhishek Sharma Meng Zheng Benjamin Planche Terrence Chen Ziyan Wu 35 0 0 20 Jul 2024
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale Shester Gueuwou Xiaodan Du Greg Shakhnarovich Karen Livescu SLR 32 3 0 11 Jun 2024
OHTA: One-shot Hand Avatar via Data-driven Implicit Priors Xiaozheng Zheng Chao Wen Zhuo Su Zeran Xu Zhaohu Li Yang Zhao Zhou Xue 24 7 0 29 Feb 2024
Self-Supervised Learning with Generative Adversarial Networks for Electron Microscopy Bashir Kazimi Karina Ruzaeva Stefan Sandfeld 35 4 0 28 Feb 2024
SiMA-Hand: Boosting 3D Hand-Mesh Reconstruction by Single-to-Multi-View Adaptation Yinqiao Wang Hao Xu Pheng-Ann Heng Chi-Wing Fu 3DH 24 1 0 02 Feb 2024
Towards Robust and Expressive Whole-body Human Pose and Shape Estimation EnPang Hui Zhongang Cai Lei Yang Qingyi Tao Zhonghua Wu Tianwei Zhang Ziwei Liu 3DH 24 10 0 14 Dec 2023
HandNeRF: Learning to Reconstruct Hand-Object Interaction Scene from a Single RGB Image Hongsuk Choi Nikhil Chavan-Dafle Jiacheng Yuan Volkan Isler Hyunsoo Park 3DH 32 4 0 14 Sep 2023
HandMIM: Pose-Aware Self-Supervised Learning for 3D Hand Mesh Estimation Zuyan Liu Gaojie Lin Congyi Wang Min Zheng Feida Zhu 3DH 13 0 0 29 Jul 2023
Self-supervised Optimization of Hand Pose Estimation using Anatomical Features and Iterative Learning Christian Jauch Timo Leitritz Marco Huber 3DH 27 0 0 06 Jul 2023
ShaRPy: Shape Reconstruction and Hand Pose Estimation from RGB-D with Uncertainty Vanessa Wirth A. Liphardt B. Coppers Johanna Braunig Simon Heinrich ... A. Kleyer G. Schett Martin Vossiek Bernhard Egger Marc Stamminger 3DH 25 0 0 17 Mar 2023
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape Estimation Hongsuk Choi Hyeongjin Nam T. Lee Gyeongsik Moon Kyoung Mu Lee 26 7 0 09 Mar 2023
HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning Xiaozheng Zheng Chao Wen Zhou Xue Pengfei Ren Jingyu Wang 3DH 21 9 0 02 Feb 2023
HARP: Personalized Hand Reconstruction from a Monocular RGB Video Korrawe Karunratanakul Sergey Prokudin Otmar Hilliges Siyu Tang 3DH 19 25 0 19 Dec 2022
Interacting Hand-Object Pose Estimation via Dense Mutual Attention Rong Wang Wei Mao Hongdong Li 3DH 31 17 0 16 Nov 2022
MBW: Multi-view Bootstrapping in the Wild Mosam Dabhi Chaoyang Wang Tim Clifford László A. Jeni Ian R. Fasel Simon Lucey 28 2 0 04 Oct 2022
TempCLR: Reconstructing Hands via Time-Coherent Contrastive Learning Andrea Ziani Zicong Fan Muhammed Kocabas Sammy Christen Otmar Hilliges 3DH 27 18 0 01 Sep 2022
Self-Supervised Contrastive Representation Learning for 3D Mesh Segmentation Ayaan Haque H. Moon Heng Hao Sima Didari J. Woo P. Bangert 3DPC SSL 6 2 0 08 Aug 2022
Efficient Annotation and Learning for 3D Hand Pose Estimation: A Survey Takehiko Ohkawa Ryosuke Furuta Yoichi Sato 3DH 19 20 0 05 Jun 2022
Domain Adaptive Hand Keypoint and Pixel Localization in the Wild Takehiko Ohkawa Yu-Jhe Li Qichen Fu Rosuke Furuta Kris M. Kitani Yoichi Sato 3DH 30 20 0 16 Mar 2022
Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video Jinseok Bae Hojun Jang Cheol-Hui Min H. Choi Y. Kim 8 5 0 17 Feb 2022
MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image Xingyu Chen Yufeng Liu Yajiao Dong Xiong Zhang Chongyang Ma Yanmin Xiong Yuan Zhang Xiaoyan Guo 3DH 48 83 0 06 Dec 2021
Multi-view Image-based Hand Geometry Refinement using Differentiable Monte Carlo Ray Tracing Giorgos Karvounas Nikolaos Kyriazis Iason Oikonomidis Aggeliki Tsoli Antonis A. Argyros 3DH 11 3 0 12 Jul 2021
HandTailor: Towards High-Precision Monocular 3D Hand Recovery Jun Lv Wenqiang Xu Lixin Yang Sucheng Qian Chongzhao Mao Cewu Lu 3DH 61 24 0 18 Feb 2021
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints Adrian Spurr Umar Iqbal Pavlo Molchanov Otmar Hilliges Jan Kautz 3DH 107 147 0 20 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,367 0 09 Mar 2020
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 189 397 0 10 Sep 2019
3D Hand Pose Tracking and Estimation Using Stereo Matching Jiawei Zhang Jianbo Jiao Mingliang Chen Liangqiong Qu Xiaobin Xu Qingxiong Yang 160 144 0 23 Oct 2016