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Paper Abstract and Keywords
Presentation 2022-12-07 10:50
[Short Paper] 3D Facial Recognition for Genetic Studies based on PointNet++
Kazuma Okada, Takuma Terada, Jiaqing Liu (Ritsumeikan Univ.), Tomoko Tateyama (Fujita Health University), Ryosuke Kimura (Ryukyu Univ.), Yen Wei Chen (Ritsumeikan Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, the development of genetic research has found a relationship between human face shape and genes. By analyzing facial shape, it is possible to elucidate which genetic information influences facial shape. However, 3D data is difficult to analyze because of its high dimensionality. Therefore, in this study, a point cloud deep learning approach is used to classify face shapes. Accurate classification can be achieved by using PointNet++, which can extract important local features in face shapes.
Keyword (in Japanese) (See Japanese page) 
(in English) Genetic Study / 3D Face Shape / Deep Learning / / / / /  
Reference Info. ITE Tech. Rep., vol. 46, no. 39, ME2022-88, pp. 9-11, Dec. 2022.
Paper # ME2022-88 
Date of Issue 2022-11-30 (ME, SIP) 
ISSN Print edition: ISSN 1342-6893    Online edition: ISSN 2424-1970
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Conference Information
Committee ME SIP TOKAI  
Conference Date 2022-12-07 - 2022-12-07 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) Image Processing, Sports Information Processing, and other general 
Paper Information
Registration To ME 
Conference Code 2022-12-ME-SIP-TOKAI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) 3D Facial Recognition for Genetic Studies based on PointNet++ 
Sub Title (in English)  
Keyword(1) Genetic Study  
Keyword(2) 3D Face Shape  
Keyword(3) Deep Learning  
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1st Author's Name Kazuma Okada  
1st Author's Affiliation Ritsumeikan University College of Information Science and Engineering (Ritsumeikan Univ.)
2nd Author's Name Takuma Terada  
2nd Author's Affiliation Ritsumeikan University College of Information Science and Engineering (Ritsumeikan Univ.)
3rd Author's Name Jiaqing Liu  
3rd Author's Affiliation Ritsumeikan University College of Information Science and Engineering (Ritsumeikan Univ.)
4th Author's Name Tomoko Tateyama  
4th Author's Affiliation Fujita Health University College of Intelligent Information Engineering (Fujita Health University)
5th Author's Name Ryosuke Kimura  
5th Author's Affiliation Ryukyu Universit College of Medicine (Ryukyu Univ.)
6th Author's Name Yen Wei Chen  
6th Author's Affiliation Ritsumeikan University College of Information Science and Engineering (Ritsumeikan Univ.)
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Speaker Author-1 
Date Time 2022-12-07 10:50:00 
Presentation Time 25 minutes 
Registration for ME 
Paper # ME2022-88, SIP2022-7 
Volume (vol) vol.46 
Number (no) no.39 
Page pp.9-11 
#Pages
Date of Issue 2022-11-30 (ME, SIP) 


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