| 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 |
| Download PDF |
|
| 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 |
| Keyword(4) |
|
| Keyword(5) |
|
| Keyword(6) |
|
| Keyword(7) |
|
| Keyword(8) |
|
| 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.) |
| 7th Author's Name |
|
| 7th Author's Affiliation |
() |
| 8th Author's Name |
|
| 8th Author's Affiliation |
() |
| 9th Author's Name |
|
| 9th Author's Affiliation |
() |
| 10th Author's Name |
|
| 10th Author's Affiliation |
() |
| 11th Author's Name |
|
| 11th Author's Affiliation |
() |
| 12th Author's Name |
|
| 12th Author's Affiliation |
() |
| 13th Author's Name |
|
| 13th Author's Affiliation |
() |
| 14th Author's Name |
|
| 14th Author's Affiliation |
() |
| 15th Author's Name |
|
| 15th Author's Affiliation |
() |
| 16th Author's Name |
|
| 16th Author's Affiliation |
() |
| 17th Author's Name |
|
| 17th Author's Affiliation |
() |
| 18th Author's Name |
|
| 18th Author's Affiliation |
() |
| 19th Author's Name |
|
| 19th Author's Affiliation |
() |
| 20th Author's Name |
|
| 20th Author's Affiliation |
() |
| 21st Author's Name |
|
| 21st Author's Affiliation |
() |
| 22nd Author's Name |
|
| 22nd Author's Affiliation |
() |
| 23rd Author's Name |
|
| 23rd Author's Affiliation |
() |
| 24th Author's Name |
|
| 24th Author's Affiliation |
() |
| 25th Author's Name |
|
| 25th Author's Affiliation |
() |
| 26th Author's Name |
/ / |
| 26th Author's Affiliation |
()
() |
| 27th Author's Name |
/ / |
| 27th Author's Affiliation |
()
() |
| 28th Author's Name |
/ / |
| 28th Author's Affiliation |
()
() |
| 29th Author's Name |
/ / |
| 29th Author's Affiliation |
()
() |
| 30th Author's Name |
/ / |
| 30th Author's Affiliation |
()
() |
| 31st Author's Name |
/ / |
| 31st Author's Affiliation |
()
() |
| 32nd Author's Name |
/ / |
| 32nd Author's Affiliation |
()
() |
| 33rd Author's Name |
/ / |
| 33rd Author's Affiliation |
()
() |
| 34th Author's Name |
/ / |
| 34th Author's Affiliation |
()
() |
| 35th Author's Name |
/ / |
| 35th Author's Affiliation |
()
() |
| 36th Author's Name |
/ / |
| 36th Author's Affiliation |
()
() |
| 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 |
3 |
| Date of Issue |
2022-11-30 (ME, SIP) |