| 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, pp. 155-157, March 2020. |
| Paper # |
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| Date of Issue |
2020-03-06 (AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
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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) |
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| 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 |
Author-1 |
| Date Time |
2020-03-13 11:20:00 |
| Presentation Time |
15 minutes |
| Registration for |
AS |
| Paper # |
AIT2020-95 |
| Volume (vol) |
vol.44 |
| Number (no) |
no.10 |
| Page |
pp.155-157 |
| #Pages |
3 |
| Date of Issue |
2020-03-06 (AIT) |