Fetching the paper…
Reading the bibliography…
Hand pose estimation is difficult due to different environmental conditions, object- and self-occlusion as well as diversity in hand shape and appearance.
Human3. 6m: Large scale datasets and predictive methods for 3d human sensing in natural environments
Catalin Ionescu, Dragos Papava, Vlad Olaru, and Cristian Sminchisescu · 2013
Earlier work this paper cites.
Generative adversarial nets
Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron C. Courville, and Yoshua Bengio · 2014
Earlier work this paper cites.
Recurrent network models for human dynamics
Katerina Fragkiadaki, Sergey Levine, Panna Felsen, and Jitendra Malik · 2015
Earlier work this paper cites.
Learning motion manifolds with convolutional autoencoders
Daniel Holden, Jun Saito, Taku Komura, and Thomas Joyce · 2015
Earlier work this paper cites.
Batch normalization: Accelerating deep network training by reducing internal covariate shift
Sergey Ioffe and Christian Szegedy · 2015
Earlier work this paper cites.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Earlier work this paper cites.
Structural-rnn: Deep learning on spatio-temporal graphs
Ashesh Jain, Amir Roshan Zamir, Silvio Savarese, and Ashutosh Saxena · 2016
Earlier work this paper cites.
Learning human motion models for long-term predictions
Partha Ghosh, Jie Song, Emre Aksan, and Otmar Hilliges · 2017
Earlier work this paper cites.
Least squares generative adversarial networks
Xudong Mao, Qing Li, Haoran Xie, Raymond Y. K. Lau, Zhen Wang, and Stephen Paul Smolley · 2017
Earlier work this paper cites.
On human motion prediction using recurrent neural networks
Julieta Martinez, Michael J. Black, and Javier Romero · 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.
Bighand2.2m benchmark: Hand pose dataset and state of the art analysis
Shanxin Yuan, Qi Ye, Björn Stenger, Siddhant Jain, and Tae-Kyun Kim · 2017
Earlier work this paper cites.
Learning to estimate 3d hand pose from single RGB images
Christian Zimmermann and Thomas Brox · 2017
Earlier work this paper cites.
Hp-gan: Probabilistic 3d human motion prediction via gan
Emad Barsoum, John Kender, and Zicheng Liu · 2018
Earlier work this paper cites.
Weakly-supervised 3d hand pose estimation from monocular rgb images
Yujun Cai, Liuhao Ge, Jianfei Cai, and Junsong Yuan · 2018
Earlier work this paper cites.
First-person hand action benchmark with RGB-D videos and 3d hand pose annotations
Guillermo Garcia-Hernando, Shanxin Yuan, Seungryul Baek, and Tae-Kyun Kim · 2018
Earlier work this paper cites.
Adversarial geometry-aware human motion prediction
Liang-Yan Gui, Yu-Xiong Wang, Xiaodan Liang, and José MF Moura · 2018
Earlier work this paper cites.
Hand pose estimation via latent 2.5 d heatmap regression
Umar Iqbal, Pavlo Molchanov, Thomas Breuel Juergen Gall, and Jan Kautz · 2018
Earlier work this paper cites.
End-to-end recovery of human shape and pose
Angjoo Kanazawa, Michael J. Black, David W. Jacobs, and Jitendra Malik · 2018
Earlier work this paper cites.
Convolutional sequence to sequence model for human dynamics
Chen Li, Zhen Zhang, Wee Sun Lee, and Gim Hee Lee · 2018
Earlier work this paper cites.
Spectral normalization for generative adversarial networks
Takeru Miyato, Toshiki Kataoka, Masanori Koyama, and Yuichi Yoshida · 2018
Cited alongside, same era.
Ganerated hands for real-time 3d hand tracking from monocular RGB
Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, and Christian Theobalt · 2018
Cited alongside, same era.
Quaternet: A quaternion-based recurrent model for human motion
Dario Pavllo, David Grangier, and Michael Auli · 2018
Cited alongside, same era.
Quaternet: A quaternion-based recurrent model for human motion
Dario Pavllo, David Grangier, and Michael Auli · 2018
Cited alongside, same era.
Cross-modal deep variational hand pose estimation
Adrian Spurr, Jie Song, Seonwook Park, and Otmar Hilliges · 2018
Cited alongside, same era.
Adversarial geometry-aware human motion prediction
Yuxiong Wang, Liang-Yan Gui, Xiaodan Liang, and Jose M. F. Moura · 2018
Disentangling latent hands for image synthesis and pose estimation
Linlin Yang and Angela Yao · 2019
Later among the works it cites.
End-to-end hand mesh recovery from a monocular RGB image
Xiong Zhang, Qiang Li, Hong Mo, Wenbo Zhang, and Wen Zheng · 2019
Later among the works it cites.
Freihand: A dataset for markerless capture of hand pose and shape from single RGB images
Christian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan C. Russell, Max J. Argus, and Thomas Brox · 2019
Later among the works it cites.
Attention, please: A spatio-temporal transformer for 3d human motion prediction
Emre Aksan, Peng Cao, Manuel Kaufmann, and Otmar Hilliges · 2020
Later among the works it cites.
Weakly-supervised domain adaptation via GAN and mesh model for estimating 3d hand poses interacting objects
Seungryul Baek, Kwang In Kim, and Tae-Kyun Kim · 2020
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Auto-conditioned recurrent networks for extended complex human motion synthesis
Yi Zhou, Zimo Li, Shuangjiu Xiao, Chong He, Zeng Huang, and Hao Li · 2018
Cited alongside, same era.
Structured prediction helps 3d human motion modelling
Emre Aksan, Manuel Kaufmann, and Otmar Hilliges · 2019
Cited alongside, same era.
Pushing the envelope for rgb-based dense 3d hand pose estimation via neural rendering
Seungryul Baek, Kwang In Kim, and Tae-Kyun Kim · 2019
Cited alongside, same era.
3d hand shape and pose from images in the wild
Adnane Boukhayma, Rodrigo de Bem, and Philip H. S. Torr · 2019
Cited alongside, same era.
Openpose: Realtime multi-person 2d pose estimation using part affinity fields
Z. Cao, G. Hidalgo Martinez, T. Simon, S. Wei, and Y. A. Sheikh · 2019
Cited alongside, same era.
3d hand shape and pose estimation from a single RGB image
Liuhao Ge, Zhou Ren, Yuncheng Li, Zehao Xue, Yingying Wang, Jianfei Cai, and Junsong Yuan · 2019
Cited alongside, same era.
Learning progressive joint propagation for human motion prediction
Yujun Cai, Lin Huang, Yiwei Wang, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Xu Yang, Yiheng Zhu, Xiaohui Shen, et al · 2020
Later among the works it cites.
Hope-net: A graph-based model for hand-object pose estimation
Bardia Doosti, Shujon Naha, Majid Mirbagheri, and David J. Crandall · 2020
Later among the works it cites.
Honnotate: A method for 3d annotation of hand and object poses
Shreyas Hampali, Mahdi Rad, Markus Oberweger, and Vincent Lepetit · 2020
Later among the works it cites.
Robust motion in-betweening
Félix G Harvey, Mike Yurick, Derek Nowrouzezahrai, and Christopher Pal · 2020
Later among the works it cites.
Leveraging photometric consistency over time for sparsely supervised hand-object reconstruction
Yana Hasson, Bugra Tekin, Federica Bogo, Ivan Laptev, Marc Pollefeys, and Cordelia Schmid · 2020
Later among the works it cites.
Training generative adversarial networks with limited data
Tero Karras, Miika Aittala, Janne Hellsten, Samuli Laine, Jaakko Lehtinen, and Timo Aila · 2020
Later among the works it cites.
Convolutional autoencoders for human motion infilling
Manuel Kaufmann, Emre Aksan, Jie Song, Fabrizio Pece, Remo Ziegler, and Otmar Hilliges · 2020
Later among the works it cites.
VIBE: video inference for human body pose and shape estimation
Muhammed Kocabas, Nikos Athanasiou, and Michael J. Black · 2020
Later among the works it cites.
Weakly-supervised mesh-convolutional hand reconstruction in the wild
Dominik Kulon, Riza Alp Güler, Iasonas Kokkinos, Michael M. Bronstein, and Stefanos Zafeiriou · 2020
Later among the works it cites.
History repeats itself: Human motion prediction via motion attention
Wei Mao, Miaomiao Liu, and Mathieu Salzmann · 2020
Later among the works it cites.
Gyeongsik Moon, Takaaki Shiratori, and Kyoung Mu Lee · 2020
Later among the works it cites.
Gyeongsik Moon, Shoou-I Yu, He Wen, Takaaki Shiratori, and Kyoung Mu Lee · 2020
Later among the works it cites.
Weakly supervised 3d hand pose estimation via biomechanical constraints
Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, and Jan Kautz · 2020
Later among the works it cites.
Honnotate: A method for 3d annotation of hand and object poses - results, 2021
Shreyas Hampali · 2021
Closest in time.