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Graph Neural Networks (GNNs) generalize neural networks from applications on regular structures to applications on arbitrary graphs, and have shown success in many application domains such as computer vision, social networks and chemistry.
Hand pose estimation: A survey
Bardia Doosti · 1903
Earlier work this paper cites.
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains
David I Shuman, Sunil K Narang, Pascal Frossard, Antonio Ortega, and Pierre Vandergheynst · 2013
Earlier work this paper cites.
Articulated pose estimation by a graphical model with image dependent pairwise relations
Xianjie Chen and Alan L Yuille · 2014
Earlier work this paper cites.
Joint training of a convolutional network and a graphical model for human pose estimation
Jonathan J Tompson, Arjun Jain, Yann LeCun, and Christoph Bregler · 2014
Earlier work this paper cites.
Deeppose: Human pose estimation via deep neural networks
Alexander Toshev and Christian Szegedy · 2014
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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
Earlier work this paper cites.
Semi-supervised classification with graph convolutional networks
Thomas N Kipf and Max Welling · 2016
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Stacked hourglass networks for human pose estimation
Alejandro Newell, Kaiyu Yang, and Jia Deng · 2016
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Convolutional pose machines
Shih-En Wei, Varun Ramakrishna, Takeo Kanade, and Yaser Sheikh · 2016
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End-to-end learning of deformable mixture of parts and deep convolutional neural networks for human pose estimation
Wei Yang, Wanli Ouyang, Hongsheng Li, and Xiaogang Wang · 2016
Earlier work this paper cites.
Large-scale multiview 3d hand pose dataset
Sergio Orts-Escolano Francisco Gomez-Donoso and Miguel Cazorla · 2017
Earlier work this paper cites.
Real-time hand tracking under occlusion from an egocentric rgb-d sensor
Franziska Mueller, Dushyant Mehta, Oleksandr Sotnychenko, Srinath Sridhar, Dan Casas, and Christian Theobalt · 2017
Earlier work this paper cites.
Hand keypoint detection in single images using multiview bootstrapping
Tomas Simon, Hanbyul Joo, Iain Matthews, and Yaser Sheikh · 2017
Earlier work this paper cites.
Thin-slicing network: A deep structured model for pose estimation in videos
Jie Song, Limin Wang, Luc Van Gool, and Otmar Hilliges · 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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Augmented skeleton space transfer for depth-based hand pose estimation
Seungryul Baek, Kwang In Kim, and Tae-Kyun Kim · 2018
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Weakly-supervised 3d hand pose estimation from monocular rgb images
Yujun Cai, Liuhao Ge, Jianfei Cai, and Junsong Yuan · 2018
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Cascaded pyramid network for multi-person pose estimation
Yilun Chen, Zhicheng Wang, Yuxiang Peng, Zhiqiang Zhang, Gang Yu, and Jian Sun · 2018
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Point-to-point regression pointnet for 3d hand pose estimation
Liuhao Ge, Zhou Ren, and Junsong Yuan · 2018
Adaptive graphical model network for 2d handpose estimation
Deying Kong, Yifei Chen, Haoyu Ma, Xiangyi Yan, and Xiaohui Xie · 2019
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Deep high-resolution representation learning for human pose estimation
Ke Sun, Bin Xiao, Dong Liu, and Jingdong Wang · 2019
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Self-supervised 3d hand pose estimation through training by fitting
Chengde Wan, Thomas Probst, Luc Van Gool, and Angela Yao · 2019
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Geometric pose affordance: 3d human pose with scene constraints
Zhe Wang, Liyan Chen, Shaurya Rathore, Daeyun Shin, and Charless Fowlkes · 2019
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A2j: Anchor-to-joint regression network for 3d articulated pose estimation from a single depth image
Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu, Joey Tianyi Zhou, and Junsong Yuan · 2019
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Dense 3d regression for hand pose estimation
Chengde Wan, Thomas Probst, Luc Van Gool, and Angela Yao · 2018
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Mask-pose cascaded cnn for 2d hand pose estimation from single color image
Yangang Wang, Cong Peng, and Yebin Liu · 2018
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Simple baselines for human pose estimation and tracking
Bin Xiao, Haiping Wu, and Yichen Wei · 2018
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Spatial temporal graph convolutional networks for skeleton-based action recognition
Sijie Yan, Yuanjun Xiong, and Dahua Lin · 2018
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Depth-based 3d hand pose estimation: From current achievements to future goals
Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, et al · 2018
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Exploiting spatial-temporal relationships for 3d pose estimation via graph convolutional networks
Yujun Cai, Liuhao Ge, Jun Liu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan, and Nadia Magnenat Thalmann · 2019
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Semantic graph convolutional networks for 3d human pose regression
Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, and Dimitris N Metaxas · 2019
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Nonparametric structure regularization machine for 2d hand pose estimation
Yifei Chen, Haoyu Ma, Deying Kong, Xiangyi Yan, Jianbao Wu, Wei Fan, and Xiaohui Xie · 2020
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Hope-net: A graph-based model for hand-object pose estimation
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Rotation-invariant mixed graphical model network for 2d hand pose estimation
Deying Kong, Haoyu Ma, Yifei Chen, and Xiaohui Xie · 2020
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Handvoxnet: Deep voxel-based network for 3d hand shape and pose estimation from a single depth map
Jameel Malik, Ibrahim Abdelaziz, Ahmed Elhayek, Soshi Shimada, Sk Aziz Ali, Vladislav Golyanik, Christian Theobalt, and Didier Stricker · 2020
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Predicting camera viewpoint improves cross-dataset generalization for 3d human pose estimation
Zhe Wang, Daeyun Shin, and Charless C Fowlkes · 2020
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A comprehensive survey on graph neural networks
Zonghan Wu, Shirui Pan, Fengwen Chen, Guodong Long, Chengqi Zhang, and S Yu Philip · 2020
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