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In recent years, 3D hand pose estimation methods have garnered significant attention due to their extensive applications in human-computer interaction, virtual reality, and robotics.
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Digiteyes: Vision-based hand tracking for human-computer interaction
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An adaptive self-organizing color segmentation algorithm with application to robust real-time human hand localization
Ying Wu, Qiong Liu, and Thomas S Huang · 2000
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Segmenting hands of arbitrary color
Xiaojin Zhu, Jie Yang, and Alex Waibel · 2000
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Model-based hand tracking using a hierarchical bayesian filter
Björn Stenger, Arasanathan Thayananthan, Philip HS Torr, and Roberto Cipolla · 2006
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Robert Y Wang and Jovan Popović · 2009
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Hand detection using multiple proposals
Arpit Mittal, Andrew Zisserman, and Philip HS Torr · 2011
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Efficient model-based 3d tracking of hand articulations using kinect
Iason Oikonomidis, Nikolaos Kyriazis, Antonis A Argyros, et al · 2011
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Articulated part-based model for joint object detection and pose estimation
Min Sun and Silvio Savarese · 2011
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Articulated people detection and pose estimation: Reshaping the future
Leonid Pishchulin, Arjun Jain, Mykhaylo Andriluka, Thorsten Thormählen, and Bernt Schiele · 2012
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Attention based detection and recognition of hand postures against complex backgrounds
Pramod Kumar Pisharady, Prahlad Vadakkepat, and Ai Poh Loh · 2013
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Interactive markerless articulated hand motion tracking using rgb and depth data
Srinath Sridhar, Antti Oulasvirta, and Christian Theobalt · 2013
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Using k-poselets for detecting people and localizing their keypoints
Georgia Gkioxari, Bharath Hariharan, Ross Girshick, and Jitendra Malik · 2014
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Robust articulated-icp for real-time hand tracking
Andrea Tagliasacchi, Matthias Schröder, Anastasia Tkach, Sofien Bouaziz, Mario Botsch, and Mark Pauly · 2015
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Robust 3d hand pose estimation in single depth images: from single-view cnn to multi-view cnns
Liuhao Ge, Hui Liang, Junsong Yuan, and Daniel Thalmann · 2016
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Multiple scale faster-rcnn approach to driver’s cell-phone usage and hands on steering wheel detection
T Hoang Ngan Le, Yutong Zheng, Chenchen Zhu, Khoa Luu, and Marios Savvides · 2016
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Ssd: Single shot multibox detector
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C Berg · 2016
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Stacked hourglass networks for human pose estimation
Alejandro Newell, Kaiyu Yang, and Jia Deng · 2016
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You only look once: Unified, real-time object detection
Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi · 2016
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Realtime multi-person 2d pose estimation using part affinity fields
Zhe Cao, Tomas Simon, Shih-En Wei, and Yaser Sheikh · 2017
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Joint hand detection and rotation estimation using cnn
Xiaoming Deng, Yinda Zhang, Shuo Yang, Ping Tan, Liang Chang, Ye Yuan, and Hongan Wang · 2017
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Mask r-cnn
Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick · 2017
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Panoptic studio: A massively multiview system for social interaction capture
Hanbyul Joo, Tomas Simon, Xulong Li, Hao Liu, Lei Tan, Lin Gui, Sean Banerjee, Timothy Scott Godisart, Bart Nabbe, Iain Matthews, Takeo Kanade, Shohei Nobuhara, and Yaser Sheikh · 2017
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Towards accurate multi-person pose estimation in the wild
George Papandreou, Tyler Zhu, Nori Kanazawa, Alexander Toshev, Jonathan Tompson, Chris Bregler, and Kevin Murphy · 2017
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Deep learning based hand detection in cluttered environment using skin segmentation
Kankana Roy, Aparna Mohanty, and Rajiv R Sahay · 2017
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Hand keypoint detection in single images using multiview bootstrapping
Tomas Simon, Hanbyul Joo, Iain Matthews, and Yaser Sheikh · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
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Learning to estimate 3d hand pose from single rgb images
Christian Zimmermann and Thomas Brox · 2017
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End-to-end recovery of human shape and pose
Angjoo Kanazawa, Michael J Black, David W Jacobs, and Jitendra Malik · 2018
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Path aggregation network for instance segmentation
Shu Liu, Lu Qi, Haifang Qin, Jianping Shi, and Jiaya Jia · 2018
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Yolov3: An incremental improvement
Joseph Redmon and Ali Farhadi · 2018
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Pushing the envelope for rgb-based dense 3d hand pose estimation via neural rendering
Seungryul Baek, Kwang In Kim, and Tae-Kyun Kim · 2019
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3d hand shape and pose from images in the wild
Adnane Boukhayma, Rodrigo de Bem, and Philip HS Torr · 2019
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Neural 3d morphable models: Spiral convolutional networks for 3d shape representation learning and generation
Giorgos Bouritsas, Sergiy Bokhnyak, Stylianos Ploumpis, Michael Bronstein, and Stefanos Zafeiriou · 2019
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2019
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Centernet: Keypoint triplets for object detection
Kaiwen Duan, Song Bai, Lingxi Xie, Honggang Qi, Qingming Huang, and Qi Tian · 2019
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Learning joint reconstruction of hands and manipulated objects
Yana Hasson, Gul Varol, Dimitrios Tzionas, Igor Kalevatykh, Michael J Black, Ivan Laptev, and Cordelia Schmid · 2019
Cited alongside, same era.
Single image 3d hand reconstruction with mesh convolutions
Dominik Kulon, Haoyang Wang, Riza Alp Güler, Michael M. Bronstein, and Stefanos Zafeiriou · 2019
Cited alongside, same era.
Enhancing geometric factors in model learning and inference for object detection and instance segmentation
Zhaohui Zheng, Ping Wang, Dongwei Ren, Wei Liu, Rongguang Ye, Qinghua Hu, and Wangmeng Zuo · 2021
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Mobrecon: Mobile-friendly hand mesh reconstruction from monocular image
Xingyu Chen, Yufeng Liu, Yajiao Dong, Xiong Zhang, Chongyang Ma, Yanmin Xiong, Yuan Zhang, and Xiaoyan Guo · 2022
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Alphapose: Whole-body regional multi-person pose estimation and tracking in real-time
Hao-Shu Fang, Jiefeng Li, Hongyang Tang, Chao Xu, Haoyi Zhu, Yuliang Xiu, Yong-Lu Li, and Cewu Lu · 2022
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Ego4d: Around the world in 3,000 hours of egocentric video
Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, et al · 2022
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Vitgan: Training gans with vision transformers
Kwonjoon Lee, Huiwen Chang, Lu Jiang, Han Zhang, Zhuowen Tu, and Ce Liu · 2022
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Supreeth Narasimhaswamy, Zhengwei Wei, Yang Wang, Justin Zhang, and Minh Hoai · 2019
Cited alongside, same era.
Deep high-resolution representation learning for human pose estimation
Ke Sun, Bin Xiao, Dong Liu, and Jingdong Wang · 2019
Cited alongside, same era.
Monocular total capture: Posing face, body, and hands in the wild
Donglai Xiang, Hanbyul Joo, and Yaser Sheikh · 2019
Cited alongside, same era.
End-to-end hand mesh recovery from a monocular rgb image
Xiong Zhang, Qiang Li, Hong Mo, Wenbo Zhang, and Wen Zheng · 2019
Cited alongside, same era.
On the continuity of rotation representations in neural networks
Yi Zhou, Connelly Barnes, Jingwan Lu, Jimei Yang, and Hao Li · 2019
Cited alongside, same era.
Freihand: A dataset for markerless capture of hand pose and shape from single rgb images
Christian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan Russell, Max Argus, and Thomas Brox · 2019
Cited alongside, same era.
Pose2mesh: Graph convolutional network for 3d human pose and mesh recovery from a 2d human pose
Hongsuk Choi, Gyeongsik Moon, and Kyoung Mu Lee · 2020
Cited alongside, same era.
Exploring plain vision transformer backbones for object detection
Yanghao Li, Hanzi Mao, Ross Girshick, and Kaiming He · 2022
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Whose hands are these? hand detection and hand-body association in the wild
Supreeth Narasimhaswamy, Thanh Nguyen, Mingzhen Huang, and Minh Hoai · 2022
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Graphwalks: efficient shape agnostic geodesic shortest path estimation
Rolandos Alexandros Potamias, Alexandros Neofytou, Kyriaki Margarita Bintsi, and Stefanos Zafeiriou · 2022
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Embodied hands: Modeling and capturing hands and bodies together
Javier Romero, Dimitrios Tzionas, and Michael J Black · 2022
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ViTPose: Simple vision transformer baselines for human pose estimation
Yufei Xu, Jing Zhang, Qiming Zhang, and Dacheng Tao · 2022
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Artiboost: Boosting articulated 3d hand-object pose estimation via online exploration and synthesis
Lixin Yang, Kailin Li, Xinyu Zhan, Jun Lv, Wenqiang Xu, Jiefeng Li, and Cewu Lu · 2022
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Bedlam: A synthetic dataset of bodies exhibiting detailed lifelike animated motion
Michael J Black, Priyanka Patel, Joachim Tesch, and Jinlong Yang · 2023
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ARCTIC: A dataset for dexterous bimanual hand-object manipulation
Zicong Fan, Omid Taheri, Dimitrios Tzionas, Muhammed Kocabas, Manuel Kaufmann, Michael J. Black, and Otmar Hilliges · 2023
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A probabilistic attention model with occlusion-aware texture regression for 3d hand reconstruction from a single rgb image
Zheheng Jiang, Hossein Rahmani, Sue Black, and Bryan M Williams · 2023
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Sampling is Matter: Point-guided 3d human mesh reconstruction
Jeonghwan Kim, Mi-Gyeong Gwon, Hyunwoo Park, Hyukmin Kwon, Gi-Mun Um, and Wonjun Kim · 2023
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One-stage 3d whole-body mesh recovery with component aware transformer
Jing Lin, Ailing Zeng, Haoqian Wang, Lei Zhang, and Yu Li · 2023
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A dataset of relighted 3D interacting hands
Gyeongsik Moon, Shunsuke Saito, Weipeng Xu, Rohan Joshi, Julia Buffalini, Harley Bellan, Nicholas Rosen, Jesse Richardson, Mize Mallorie, Philippe Bree, Tomas Simon, Bo Peng, Shubham Garg, Kevyn McPhail, and Takaaki Shiratori · 2023
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Recovering 3d hand mesh sequence from a single blurry image: A new dataset and temporal unfolding
Yeounguk Oh, JoonKyu Park, Jaeha Kim, Gyeongsik Moon, and Kyoung Mu Lee · 2023
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Handy: Towards a high fidelity 3d hand shape and appearance model
Rolandos Alexandros Potamias, Stylianos Ploumpis, Stylianos Moschoglou, Vasileios Triantafyllou, and Stefanos Zafeiriou · 2023
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Fastvit: A fast hybrid vision transformer using structural reparameterization
Pavan Kumar Anasosalu Vasu, James Gabriel, Jeff Zhu, Oncel Tuzel, and Anurag Ranjan · 2023
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Metric3d: Towards zero-shot metric 3d prediction from a single image
Wei Yin, Chi Zhang, Hao Chen, Zhipeng Cai, Gang Yu, Kaixuan Wang, Xiaozhi Chen, and Chunhua Shen · 2023
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Pymaf-x: Towards well-aligned full-body model regression from monocular images
Hongwen Zhang, Yating Tian, Yuxiang Zhang, Mengcheng Li, Liang An, Zhenan Sun, and Yebin Liu · 2023
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Neural sign actors: A diffusion model for 3d sign language production from text
Vasileios Baltatzis, Rolandos Alexandros Potamias, Evangelos Ververas, Guanxiong Sun, Jiankang Deng, and Stefanos Zafeiriou · 2024
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Introducing hot3d: An egocentric dataset for 3d hand and object tracking
Prithviraj Banerjee, Sindi Shkodrani, Pierre Moulon, Shreyas Hampali, Fan Zhang, Jade Fountain, Edward Miller, Selen Basol, Richard Newcombe, Robert Wang, et al · 2024
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Smpler-x: Scaling up expressive human pose and shape estimation
Zhongang Cai, Wanqi Yin, Ailing Zeng, Chen Wei, Qingping Sun, Wang Yanjun, Hui En Pang, Haiyi Mei, Mingyuan Zhang, Lei Zhang, et al · 2024
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Reconstructing hands in 3D with transformers
Georgios Pavlakos, Dandan Shan, Ilija Radosavovic, Angjoo Kanazawa, David Fouhey, and Jitendra Malik · 2024
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Computer vision-based hand gesture recognition for human-robot interaction: a review
Jing Qi, Li Ma, Zhenchao Cui, and Yushu Yu · 2024
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Wham: Reconstructing world-grounded humans with accurate 3d motion
Soyong Shin, Juyong Kim, Eni Halilaj, and Michael J Black · 2024
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Locally adaptive neural 3d morphable models
Michail Tarasiou, Rolandos Alexandros Potamias, Eimear O’Sullivan, Stylianos Ploumpis, and Stefanos Zafeiriou · 2024
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Ms-mano: Enabling hand pose tracking with biomechanical constraints
Pengfei Xie, Wenqiang Xu, Tutian Tang, Zhenjun Yu, and Cewu Lu · 2024
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A simple baseline for efficient hand mesh reconstruction
Zhishan Zhou, Shihao Zhou, Zhi Lv, Minqiang Zou, Yao Tang, and Jiajun Liang · 2024
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Signs as tokens: An autoregressive multilingual sign language generator
Ronglai Zuo, Rolandos Alexandros Potamias, Evangelos Ververas, Jiankang Deng, and Stefanos Zafeiriou · 2024
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Hawor: World-space hand motion reconstruction from egocentric videos
Jinglei Zhang, Jiankang Deng, Chao Ma, and Rolandos Alexandros Potamias · 2025
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