3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation from Single Depth Images

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ◽

10.1109/cvpr.2017.602 ◽

2017 ◽

Cited By ~ 88

Author(s):

Liuhao Ge ◽

Hui Liang ◽

Junsong Yuan ◽

Daniel Thalmann

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Hand Pose Estimation ◽

Depth Images ◽

Hand Pose

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FastV2C-HandNet: Fast Voxel to Coordinate Hand Pose Estimation with 3D Convolutional Neural Networks

Advances in Intelligent Systems and Computing - International Conference on Innovative Computing and Communications ◽

10.1007/978-981-15-5113-0_31 ◽

2020 ◽

pp. 413-426

Author(s):

Rohan Lekhwani ◽

Bhupendra Singh

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Hand Pose Estimation ◽

Hand Pose

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Real-Time 3D Hand Pose Estimation with 3D Convolutional Neural Networks

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2018.2827052 ◽

2019 ◽

Vol 41 (4) ◽

pp. 956-970 ◽

Cited By ~ 20

Author(s):

Liuhao Ge ◽

Hui Liang ◽

Junsong Yuan ◽

Daniel Thalmann

Keyword(s):

Neural Networks ◽

Real Time ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Hand Pose Estimation ◽

Hand Pose

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Hand Pose Estimation Using Convolutional Neural Networks and Support Vector Regression

E-Learning and Games - Lecture Notes in Computer Science ◽

10.1007/978-3-030-23712-7_56 ◽

2019 ◽

pp. 406-413

Author(s):

Yufeng Dong ◽

Jian Lu ◽

Qiang Zhang

Keyword(s):

Neural Networks ◽

Support Vector Regression ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Support Vector ◽

Hand Pose Estimation ◽

Hand Pose

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Graph Convolutional Neural Networks-based 3D Hand Pose Estimation over Point Clouds

10.1109/ijcnn52387.2021.9533565 ◽

2021 ◽

Author(s):

John Alejandro Castro-Vargas ◽

Pablo Martinez-Gonzalez ◽

Sergiu Oprea ◽

Alberto Garcia-Garcia ◽

Sergio Orts-Escolano ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Point Clouds ◽

Hand Pose Estimation ◽

Hand Pose

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DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation

2020 IEEE Winter Conference on Applications of Computer Vision (WACV) ◽

10.1109/wacv45572.2020.9093380 ◽

2020 ◽

Author(s):

Liangjian Chen ◽

Shih-Yao Lin ◽

Yusheng Xie ◽

Yen-Yu Lin ◽

Wei Fan ◽

...

Keyword(s):

Pose Estimation ◽

Depth Image ◽

Generative Adversarial Networks ◽

Hand Pose Estimation ◽

Image Guided ◽

Depth Images ◽

Adversarial Networks ◽

Hand Pose

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Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ◽

10.1109/cvpr.2016.391 ◽

2016 ◽

Cited By ~ 109

Author(s):

Liuhao Ge ◽

Hui Liang ◽

Junsong Yuan ◽

Daniel Thalmann

Keyword(s):

Pose Estimation ◽

Single View ◽

Hand Pose Estimation ◽

Depth Images ◽

Hand Pose

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Preterm infants' limb-pose estimation from depth images using convolutional neural networks

2019 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) ◽

10.1109/cibcb.2019.8791242 ◽

2019 ◽

Cited By ~ 2

Author(s):

Sara Moccia ◽

Lucia Migliorelli ◽

Rocco Pietrini ◽

Emanuele Frontoni

Keyword(s):

Neural Networks ◽

Preterm Infants ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Depth Images

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3D Hand Pose Estimation with Neural Networks

Advances in Computational Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-642-38682-4_54 ◽

2013 ◽

pp. 504-512

Author(s):

Jose Antonio Serra ◽

José Garcia-Rodriguez ◽

Sergio Orts-Escolano ◽

Juan Manuel Garcia-Chamizo ◽

Anastassia Angelopoulou ◽

...

Keyword(s):

Neural Networks ◽

Pose Estimation ◽

Hand Pose Estimation ◽

Hand Pose

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Context-Aware Deep Spatiotemporal Network for Hand Pose Estimation From Depth Images

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2018.2873733 ◽

2020 ◽

Vol 50 (2) ◽

pp. 787-797 ◽

Cited By ~ 2

Author(s):

Yiming Wu ◽

Wei Ji ◽

Xi Li ◽

Gang Wang ◽

Jianwei Yin ◽

...

Keyword(s):

Pose Estimation ◽

Context Aware ◽

Hand Pose Estimation ◽

Depth Images ◽

Hand Pose

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3D Hand Pose Estimation from Single Depth Images with Label Distribution Learning

2020 IEEE International Conference on Embedded Software and Systems (ICESS) ◽

10.1109/icess49830.2020.9301562 ◽

2020 ◽

Author(s):

Yuanfei Xu ◽

Xupeng Wang

Keyword(s):

Pose Estimation ◽

Hand Pose Estimation ◽

Depth Images ◽

Label Distribution Learning ◽

Label Distribution ◽

Hand Pose

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