Hand pose estimation through semi-supervised and weakly-supervised learning

Computer Vision and Image Understanding ◽

10.1016/j.cviu.2017.10.006 ◽

2017 ◽

Vol 164 ◽

pp. 56-67 ◽

Author(s):

Natalia Neverova ◽

Christian Wolf ◽

Florian Nebout ◽

Graham W. Taylor

Keyword(s):

Supervised Learning ◽

Pose Estimation ◽

Weakly Supervised Learning ◽

Hand Pose Estimation ◽

Weakly Supervised ◽

Download Full-text

Weakly-Supervised 3D Hand Pose Estimation from Monocular RGB Images

Computer Vision – ECCV 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01231-1_41 ◽

2018 ◽

pp. 678-694 ◽

Author(s):

Yujun Cai ◽

Liuhao Ge ◽

Jianfei Cai ◽

Junsong Yuan

Keyword(s):

Pose Estimation ◽

Hand Pose Estimation ◽

Weakly Supervised ◽

Download Full-text

Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints

Computer Vision – ECCV 2020 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-58520-4_13 ◽

2020 ◽

pp. 211-228

Author(s):

Adrian Spurr ◽

Umar Iqbal ◽

Pavlo Molchanov ◽

Otmar Hilliges ◽

Jan Kautz

Keyword(s):

Pose Estimation ◽

Hand Pose Estimation ◽

Weakly Supervised ◽

Biomechanical Constraints ◽

Download Full-text

PoseGate-Former: Transformer Encoder with Trainable Gate for 3D Human Pose Estimation Using Weakly Supervised Learning

10.1007/978-3-030-92310-5_31 ◽

2021 ◽

pp. 266-274

Author(s):

Shannan Guan ◽

Haiyan Lu ◽

Linchao Zhu ◽

Gengfa Fang

Keyword(s):

Supervised Learning ◽

Pose Estimation ◽

Human Pose Estimation ◽

Weakly Supervised Learning ◽

Weakly Supervised ◽

3D Human Pose Estimation

Download Full-text

Semi-Supervised Learning Of Monocular 3D Hand Pose Estimation From Multi-View Images

10.1109/icip42928.2021.9506760 ◽

2021 ◽

Author(s):

Markus Muller ◽

Georg Poier ◽

Horst Possegger ◽

Horst Bischof

Keyword(s):

Supervised Learning ◽

Pose Estimation ◽

Hand Pose Estimation ◽

Download Full-text

Absolute 3D Human Pose Estimation via Weakly-supervised Learning

2020 IEEE International Conference on Visual Communications and Image Processing (VCIP) ◽

10.1109/vcip49819.2020.9301760 ◽

2020 ◽

Author(s):

Yiru Guo ◽

Zerui Chen

Keyword(s):

Supervised Learning ◽

Pose Estimation ◽

Human Pose Estimation ◽

Weakly Supervised Learning ◽

Weakly Supervised ◽

3D Human Pose Estimation

Download Full-text

Weakly Supervised Segmentation Guided Hand Pose Estimation During Interaction with Unknown Objects

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp40776.2020.9053082 ◽

2020 ◽

Author(s):

Cairong Zhang ◽

Guijin Wang ◽

Xinghao Chen ◽

Pengwei Xie ◽

Toshihiko Yamasaki

Keyword(s):

Pose Estimation ◽

Hand Pose Estimation ◽

Supervised Segmentation ◽

Unknown Objects ◽

Weakly Supervised ◽

Download Full-text

SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning

2019 IEEE/CVF International Conference on Computer Vision (ICCV) ◽

10.1109/iccv.2019.00706 ◽

2019 ◽

Author(s):

Yujin Chen ◽

Zhigang Tu ◽

Liuhao Ge ◽

Dejun Zhang ◽

Ruizhi Chen ◽

...

Keyword(s):

Supervised Learning ◽

Pose Estimation ◽

Hand Pose Estimation ◽

Hand Pose ◽

Self Organizing

Download Full-text

Adaptive Wasserstein Hourglass for Weakly Supervised RGB 3D Hand Pose Estimation

Proceedings of the 28th ACM International Conference on Multimedia ◽

10.1145/3394171.3413651 ◽

2020 ◽

Author(s):

Yumeng Zhang ◽

Li Chen ◽

Yufeng Liu ◽

Wen Zheng ◽

Junhai Yong

Keyword(s):

Pose Estimation ◽

Hand Pose Estimation ◽

Weakly Supervised ◽

Download Full-text

The Lateral Conflict Risk Assessment for Low-altitude Training Airspace using Weakly Supervised Learning Method

Intelligent Automation & Soft Computing ◽

10.31209/2018.100000027 ◽

2018 ◽

Vol 24 (3) ◽

pp. 603-611

Author(s):

Kaijun Xu ◽

Xueting Chen ◽

Yusheng Yao ◽

Shanshan Li

Keyword(s):

Risk Assessment ◽

Supervised Learning ◽

Altitude Training ◽

Learning Method ◽

Weakly Supervised Learning ◽

Low Altitude ◽

Weakly Supervised ◽

Download Full-text

An improved weakly supervised learning system for detection of sound events in domestic environments

Proceedings of the 5th International Conference on Communication and Information Processing ◽

10.1145/3369985.3370007 ◽

2019 ◽

Author(s):

Dezhi Wang ◽

Lilun Zhang ◽

Xinghua Cheng ◽

Dan Zou ◽

Wenbin Xiao

Keyword(s):

Supervised Learning ◽

Learning System ◽

Weakly Supervised Learning ◽

Domestic Environments ◽

Weakly Supervised

Download Full-text