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Paper Abstract and Keywords
Presentation 2020-03-13 11:20
Correlation analysis between clustering of human face skins and their impression evaluation
Yike Sun, Takayuki Itoh (Ocha Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) Impressions of human face images are deeply related to the geometric features and skin colors of the faces. We are focusing on the skin color and analyzing the relationship between the skin region of the face images and their impressions that viewers had. Specifically, we are challenging to discover the correlations between the clustering results of human face skins and their impression evaluation results. We generate fictitious human face images generated by a generative machine learning technique and applied a region segmentation technique based on RGB color spaces to extract face skin parts from these face images. Then, we calculate the color distribution of the images and cluster these images by applying the K-means method. We introduce the technical details of the above processes and describe our plan on the subjective evaluation of the skin images by applying the SD method with a five-point Likert scale to find correlations with clustering results.
Keyword (in Japanese) (See Japanese page) 
(in English) skin / clustering / impression / / / / /  
Reference Info. ITE Tech. Rep., vol. 44, no. 10, AIT2020-95, pp. 155-157, March 2020.
Paper #  
Date of Issue 2020-03-06 (AIT) 
ISSN Print edition: ISSN 1342-6893  Online edition: ISSN 2424-1970
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Conference Information
Committee AIT IIEEJ AS CG-ARTS  
Conference Date 2020-03-13 - 2020-03-13 
Place (in Japanese) (See Japanese page) 
Place (in English) Tokyo University of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Expressive Japan 2020 
Paper Information
Registration To AS 
Conference Code 2020-03-AIT-IIEEJ-AS-ARTS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Correlation analysis between clustering of human face skins and their impression evaluation 
Sub Title (in English)  
Keyword(1) skin  
Keyword(2) clustering  
Keyword(3) impression  
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1st Author's Name Yike Sun  
1st Author's Affiliation Ochanomizu University (Ocha Univ.)
2nd Author's Name Takayuki Itoh  
2nd Author's Affiliation Ochanomizu University (Ocha Univ.)
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Speaker
Date Time 2020-03-13 11:20:00 
Presentation Time 15 
Registration for AS 
Paper # ITE-AIT2020-95 
Volume (vol) ITE-44 
Number (no) no.10 
Page pp.155-157 
#Pages ITE-3 
Date of Issue ITE-AIT-2020-03-06 


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