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Paper Abstract and Keywords
Presentation 2021-03-05 14:30
[Short Paper] 3D Human Body Pose Estimation Using Graph Convolutional Networks
Shoji Kisita, Jiaqing Liu (Ritsumeikan Univ.), Tomoko Tateyama (Shiga Univ.), Yutaro Iwamoto, Yen-Wei Chen (Ritsumeikan Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) 3D pose recognition can apply for many fields, such as touchless operation in the medical field and the entertainment field, etc. Since the input image is affected by the background and illumination, It is difficult to provide robust and high recognition for 3D poses, by image-based. Therefore, in this study, we aim to construct a highly robust model by using graph convolution with key points of the human body as input. The novelty of this work is the use of a weighted adjacency matrix with weights based on the Euclidean distance between adjacent points to improve the accuracy.
Keyword (in Japanese) (See Japanese page) 
(in English) Graph Convolutional Networks / 3D-pose recognition / skeleton-base / / / / /  
Reference Info. ITE Tech. Rep., vol. 45, no. 7, HI2021-8, pp. 27-28, March 2021.
Paper # HI2021-8 
Date of Issue 2021-02-26 (HI) 
ISSN Print edition: ISSN 1342-6893  Online edition: ISSN 2424-1970
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Conference Information
Committee HI  
Conference Date 2021-03-05 - 2021-03-05 
Place (in Japanese) (See Japanese page) 
Place (in English)  
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Paper Information
Registration To HI 
Conference Code 2021-03-HI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) 3D Human Body Pose Estimation Using Graph Convolutional Networks 
Sub Title (in English)  
Keyword(1) Graph Convolutional Networks  
Keyword(2) 3D-pose recognition  
Keyword(3) skeleton-base  
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1st Author's Name Shoji Kisita  
1st Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
2nd Author's Name Jiaqing Liu  
2nd Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
3rd Author's Name Tomoko Tateyama  
3rd Author's Affiliation Shiga University (Shiga Univ.)
4th Author's Name Yutaro Iwamoto  
4th Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
5th Author's Name Yen-Wei Chen  
5th Author's Affiliation Ritsumeikan University (Ritsumeikan Univ.)
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Speaker
Date Time 2021-03-05 14:30:00 
Presentation Time 25 
Registration for HI 
Paper # ITE-HI2021-8 
Volume (vol) ITE-45 
Number (no) no.7 
Page pp.27-28 
#Pages ITE-2 
Date of Issue ITE-HI-2021-02-26 


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