Deep neural networks for human pose estimation from a very low resolution depth image

Multimedia Tools and Applications ◽

10.1007/s11042-019-7433-7 ◽

2019 ◽

Vol 78 (20) ◽

pp. 29357-29377 ◽

Author(s):

Piotr Szczuko

Keyword(s):

Neural Networks ◽

Pose Estimation ◽

Deep Neural Networks ◽

Depth Image ◽

Human Pose Estimation ◽

Low Resolution ◽

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Computer vision approaches based on deep learning and neural networks: Deep neural networks for video analysis of human pose estimation

2017 6th Mediterranean Conference on Embedded Computing (MECO) ◽

10.1109/meco.2017.7977207 ◽

2017 ◽

Author(s):

Eralda Nishani ◽

Betim Cico

Keyword(s):

Neural Networks ◽

Computer Vision ◽

Deep Learning ◽

Pose Estimation ◽

Video Analysis ◽

Deep Neural Networks ◽

Human Pose Estimation ◽

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DeepPose: Human Pose Estimation via Deep Neural Networks

2014 IEEE Conference on Computer Vision and Pattern Recognition ◽

10.1109/cvpr.2014.214 ◽

2014 ◽

Author(s):

Alexander Toshev ◽

Christian Szegedy

Keyword(s):

Neural Networks ◽

Pose Estimation ◽

Deep Neural Networks ◽

Human Pose Estimation ◽

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Combining local appearance and holistic view: Dual-Source Deep Neural Networks for human pose estimation

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ◽

10.1109/cvpr.2015.7298740 ◽

2015 ◽

Author(s):

Xiaochuan Fan ◽

Kang Zheng ◽

Yuewei Lin ◽

Song Wang

Keyword(s):

Neural Networks ◽

Pose Estimation ◽

Deep Neural Networks ◽

Human Pose Estimation ◽

Holistic View ◽

Dual Source ◽

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CNN Architectures for Human Pose Estimation from a Very Low Resolution Depth Image

2018 11th International Conference on Human System Interaction (HSI) ◽

10.1109/hsi.2018.8431338 ◽

2018 ◽

Author(s):

Piotr Szczuko

Keyword(s):

Pose Estimation ◽

Depth Image ◽

Human Pose Estimation ◽

Low Resolution ◽

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Real-Time Human Pose Estimation via Cascaded Neural Networks Embedded with Multi-task Learning

Computer Analysis of Images and Patterns - Lecture Notes in Computer Science ◽

10.1007/978-3-319-64698-5_21 ◽

2017 ◽

pp. 241-252

Author(s):

Satoshi Tanabe ◽

Ryosuke Yamanaka ◽

Mitsuru Tomono ◽

Makiko Ito ◽

Teruo Ishihara

Keyword(s):

Neural Networks ◽

Real Time ◽

Pose Estimation ◽

Human Pose Estimation ◽

Task Learning ◽

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On the use of convolutional neural networks for graphical model-based human pose estimation

2017 International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom) ◽

10.1109/sigtelcom.2017.7849801 ◽

2017 ◽

Author(s):

Huynh Vu ◽

Eva Cheng ◽

Richardt Wilkinson ◽

Margaret Lech

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Graphical Model ◽

Human Pose Estimation ◽

Model Based ◽

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Controlled human pose estimation from depth image streams

2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops ◽

10.1109/cvprw.2008.4563163 ◽

2008 ◽

Author(s):

Youding Zhu ◽

Behzad Dariush ◽

Kikuo Fujimura

Keyword(s):

Pose Estimation ◽

Depth Image ◽

Human Pose Estimation ◽

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End-to-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation

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

10.1109/cvpr.2016.335 ◽

2016 ◽

Author(s):

Wei Yang ◽

Wanli Ouyang ◽

Hongsheng Li ◽

Xiaogang Wang

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Human Pose Estimation ◽

Deep Convolutional Neural Networks ◽

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Human Pose Estimation from Depth Image Using Visibility Estimation and Key Points

Digital Human Modeling and Applications in Health, Safety, Ergonomics, and Risk Management. Human Body Modeling and Ergonomics - Lecture Notes in Computer Science ◽

10.1007/978-3-642-39182-8_39 ◽

2013 ◽

pp. 333-342

Author(s):

Sungjin Huh ◽

Gyeonghwan Kim

Keyword(s):

Pose Estimation ◽

Depth Image ◽

Human Pose Estimation ◽

Visibility Estimation

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Human Pose Estimation Using Convolutional Neural Networks

2019 Amity International Conference on Artificial Intelligence (AICAI) ◽

10.1109/aicai.2019.8701267 ◽

2019 ◽

Author(s):

Anubhav Singh ◽

Shruti Agarwal ◽

Preeti Nagrath ◽

Anmol Saxena ◽

Narina Thakur

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pose Estimation ◽

Human Pose Estimation ◽

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