Fetching the paper…
Reading the bibliography…
Despite the advent in 3D hand pose estimation, current methods predominantly focus on single-image 3D hand reconstruction in the camera frame, overlooking the world-space motion of the hands.
End-to-end human pose and mesh reconstruction with transformers
Kevin Lin, Lijuan Wang, and Zicheng Liu · 1963
Earlier work this paper cites.
Efficient model-based 3d tracking of hand articulations using kinect
Iason Oikonomidis, Nikolaos Kyriazis, Antonis A Argyros, et al · 2011
Earlier work this paper cites.
Panoptic studio: A massively multiview system for social motion capture
Hanbyul Joo, Hao Liu, Lei Tan, Lin Gui, Bart Nabbe, Iain Matthews, Takeo Kanade, Shohei Nobuhara, and Yaser Sheikh · 2015
Earlier work this paper cites.
3d trajectory reconstruction under perspective projection
Hyun Soo Park, Takaaki Shiratori, Iain Matthews, and Yaser Sheikh · 2015
Earlier work this paper cites.
Robust articulated-icp for real-time hand tracking
Andrea Tagliasacchi, Matthias Schröder, Anastasia Tkach, Sofien Bouaziz, Mario Botsch, and Mark Pauly · 2015
Earlier work this paper cites.
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
Earlier work this paper cites.
Decoupled weight decay regularization
I Loshchilov · 2017
Earlier work this paper cites.
Embodied hands: modeling and capturing hands and bodies together
Javier Romero, Dimitrios Tzionas, and Michael J Black · 2017
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
Scaling egocentric vision: The epic-kitchens dataset
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, et al · 2018
Earlier work this paper cites.
Recovering accurate 3d human pose in the wild using imus and a moving camera
Timo Von Marcard, Roberto Henschel, Michael J Black, Bodo Rosenhahn, and Gerard Pons-Moll · 2018
Earlier work this paper cites.
Pushing the envelope for rgb-based dense 3d hand pose estimation via neural rendering
Seungryul Baek, Kwang In Kim, and Tae-Kyun Kim · 2019
Earlier work this paper cites.
A general and adaptive robust loss function
Jonathan T Barron · 2019
Earlier work this paper cites.
3d hand shape and pose from images in the wild
Adnane Boukhayma, Rodrigo de Bem, and Philip HS Torr · 2019
Earlier work this paper cites.
Single image 3d hand reconstruction with mesh convolutions
Dominik Kulon, Haoyang Wang, Riza Alp Güler, Michael M. Bronstein, and Stefanos Zafeiriou · 2019
Earlier work this paper cites.
End-to-end hand mesh recovery from a monocular rgb image
Xiong Zhang, Qiang Li, Hong Mo, Wenbo Zhang, and Wen Zheng · 2019
Earlier work this paper cites.
Honnotate: A method for 3d annotation of hand and object poses
Shreyas Hampali, Mahdi Rad, Markus Oberweger, and Vincent Lepetit · 2020
Cited alongside, same era.
Vibe: Video inference for human body pose and shape estimation
Muhammed Kocabas, Nikos Athanasiou, and Michael J Black · 2020
Cited alongside, same era.
Weakly supervised 3d hand pose estimation via biomechanical constraints
Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, and Jan Kautz · 2020
Cited alongside, same era.
Dexycb: A benchmark for capturing hand grasping of objects
Yu-Wei Chao, Wei Yang, Yu Xiang, Pavlo Molchanov, Ankur Handa, Jonathan Tremblay, Yashraj S Narang, Karl Van Wyk, Umar Iqbal, Stan Birchfield, et al · 2021
Cited alongside, same era.
Beyond static features for temporally consistent 3d human pose and shape from a video
Hongsuk Choi, Gyeongsik Moon, Ju Yong Chang, and Kyoung Mu Lee · 2021
Cited alongside, same era.
Consistent 3d hand reconstruction in video via self-supervised learning
Zhigang Tu, Zhisheng Huang, Yujin Chen, Di Kang, Linchao Bao, Bisheng Yang, and Junsong Yuan · 2023
Later among the works it cites.
Decoupling human and camera motion from videos in the wild
Vickie Ye, Georgios Pavlakos, Jitendra Malik, and Angjoo Kanazawa · 2023
Later among the works it cites.
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
Later among the works it cites.
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
Later among the works it cites.
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
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Shaowei Liu, Hanwen Jiang, Jiarui Xu, Sifei Liu, and Xiaolong Wang · 2021
Cited alongside, same era.
Droid-slam: Deep visual slam for monocular, stereo, and rgb-d cameras
Zachary Teed and Jia Deng · 2021
Cited alongside, same era.
Bot-sort: Robust associations multi-pedestrian tracking
Nir Aharon, Roy Orfaig, and Ben-Zion Bobrovsky · 2022
Cited alongside, same era.
Keypoint transformer: Solving joint identification in challenging hands and object interactions for accurate 3d pose estimation
Shreyas Hampali, Sayan Deb Sarkar, Mahdi Rad, and Vincent Lepetit · 2022
Cited alongside, same era.
Conditional motion in-betweening
Jihoon Kim, Taehyun Byun, Seungyoun Shin, Jungdam Won, and Sungjoon Choi · 2022
Cited alongside, same era.
Handoccnet: Occlusion-robust 3d hand mesh estimation network
JoonKyu Park, Yeonguk Oh, Gyeongsik Moon, Hongsuk Choi, and Kyoung Mu Lee · 2022
Cited alongside, same era.
Glamr: Global occlusion-aware human mesh recovery with dynamic cameras
Ye Yuan, Umar Iqbal, Pavlo Molchanov, Kris Kitani, and Jan Kautz · 2022
Cited alongside, same era.
Later among the works it cites.
Hoi-ref: Hand-object interaction referral in egocentric vision
Siddhant Bansal, Michael Wray, and Dima Damen · 2024
Later among the works it cites.
Hmp: Hand motion priors for pose and shape estimation from video
Enes Duran, Muhammed Kocabas, Vasileios Choutas, Zicong Fan, and Michael J Black · 2024
Later among the works it cites.
Pace: Human and camera motion estimation from in-the-wild videos
Muhammed Kocabas, Ye Yuan, Pavlo Molchanov, Yunrong Guo, Michael J Black, Otmar Hilliges, Jan Kautz, and Umar Iqbal · 2024
Later among the works it cites.
Reconstructing hands in 3d with transformers
Georgios Pavlakos, Dandan Shan, Ilija Radosavovic, Angjoo Kanazawa, David Fouhey, and Jitendra Malik · 2024
Later among the works it cites.
Wilor: End-to-end 3d hand localization and reconstruction in-the-wild
Rolandos Alexandros Potamias, Jinglei Zhang, Jiankang Deng, and Stefanos Zafeiriou · 2024
Later among the works it cites.
Computer vision-based hand gesture recognition for human-robot interaction: a review
Jing Qi, Li Ma, Zhenchao Cui, and Yushu Yu · 2024
Later among the works it cites.
Wham: Reconstructing world-grounded humans with accurate 3d motion
Soyong Shin, Juyong Kim, Eni Halilaj, and Michael J Black · 2024
Later among the works it cites.
Depth anything: Unleashing the power of large-scale unlabeled data
Lihe Yang, Bingyi Kang, Zilong Huang, Xiaogang Xu, Jiashi Feng, and Hengshuang Zhao · 2024
Later among the works it cites.
Handdgp: Camera-space hand mesh prediction with differentiable global positioning
Eugene Valassakis and Guillermo Garcia-Hernando · 2025
Closest in time.
Tram: Global trajectory and motion of 3d humans from in-the-wild videos
Yufu Wang, Ziyun Wang, Lingjie Liu, and Kostas Daniilidis · 2025
Closest in time.
Whac: World-grounded humans and cameras
Wanqi Yin, Zhongang Cai, Ruisi Wang, Fanzhou Wang, Chen Wei, Haiyi Mei, Weiye Xiao, Zhitao Yang, Qingping Sun, Atsushi Yamashita, et al · 2025
Closest in time.