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Multi-View Video-Based 3D Hand Pose Estimation [article]

Leyla Khaleghi, Alireza Sepas Moghaddam, Joshua Marshall, Ali Etemad
2021 arXiv   pre-print
In this paper, we present the Multi-View Video-Based 3D Hand (MuViHand) dataset, consisting of multi-view videos of the hand along with ground-truth 3D pose labels.  ...  Hand pose estimation (HPE) can be used for a variety of human-computer interaction applications such as gesture-based control for physical or virtual/augmented reality devices.  ...  Multi-View Hand Mesh (MVHM) [24] is a synthetic multiview dataset with 320,000 images.  ... 
arXiv:2109.11747v1 fatcat:w7idunkz6fbijlnrqjqim74sve

MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image [article]

Xingyu Chen, Yufeng Liu, Yajiao Dong, Xiong Zhang, Chongyang Ma, Yanmin Xiong, Yuan Zhang, Xiaoyan Guo
2022 arXiv   pre-print
In this work, we propose a framework for single-view hand mesh reconstruction, which can simultaneously achieve high reconstruction accuracy, fast inference speed, and temporal coherence.  ...  Moreover, we present a novel feature lifting module for bridging the gap between 2D and 3D representations.  ...  Related Work Hand mesh estimation.  ... 
arXiv:2112.02753v2 fatcat:27fdm4qb65bjbhlfdxefo3e5ki

Table of Contents

2021 2021 IEEE Winter Conference on Applications of Computer Vision (WACV)  
: A Large-Scale Multi-view Hand Mesh Benchmark for Accurate 3D Hand Pose Estimation 836 Liangjian Chen (University of California, Irvine), Shih-Yao Lin (Tencent America), Yusheng Xie (Amazon), Yen-Yu  ...  Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos 1049 Liangjian Chen (University of California, Irvine), Shih-Yao Lin (Tencent America), Yusheng Xie (Amazon), Yen-Yu  ... 
doi:10.1109/wacv48630.2021.00004 fatcat:wcrqolbeo5de3gmqsnuw6uewde