Paper Abstract and Keywords |
Presentation |
2017-05-26 09:50
Automatic Generation of User-Specific Make-up Facial Image Based on Machine Learning Ayumi Tsuji, Masataka Seo (Ritsumeikan Univ.), Yuko Mutoh (Yokohama National Univ.), Yen-Wei Chen (Ritsumeikan Univ.) SIP2017-14 IE2017-14 PRMU2017-14 MI2017-14 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We proposed a machine learning based method for automatic generation of user-specific make-up facial images. In our proposed method, we used pairs of natural (non-makeup) image and makeup image as training data to learn the mapping function between the natural image and the make-up image. We used the support vector regression method for mapping function learning. The learned mapping function is used to estimate the make-up facial image of a new natural image. Compared with conventional make-up simulation systems, which just transfer the make-up texture to user’s facial images, our proposed method can generate a user-specific make-up facial images like make-up artists did. We also developed a 3D make-up generation system. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
machine larning / SVR / PCA / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 48, IE2017-14, pp. 71-74, May 2017. |
Paper # |
IE2017-14 |
Date of Issue |
2017-05-18 (SIP, IE, PRMU, MI) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
Download PDF |
SIP2017-14 IE2017-14 PRMU2017-14 MI2017-14 |
Conference Information |
Committee |
PRMU IE MI SIP |
Conference Date |
2017-05-25 - 2017-05-26 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
IE |
Conference Code |
2017-05-PRMU-IE-MI-SIP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Automatic Generation of User-Specific Make-up Facial Image Based on Machine Learning |
Sub Title (in English) |
|
Keyword(1) |
machine larning |
Keyword(2) |
SVR |
Keyword(3) |
PCA |
Keyword(4) |
|
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Ayumi Tsuji |
1st Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
2nd Author's Name |
Masataka Seo |
2nd Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
3rd Author's Name |
Yuko Mutoh |
3rd Author's Affiliation |
Yokohama National University (Yokohama National Univ.) |
4th Author's Name |
Yen-Wei Chen |
4th Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
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 |
() |
Speaker |
Author-1 |
Date Time |
2017-05-26 09:50:00 |
Presentation Time |
30 minutes |
Registration for |
IE |
Paper # |
SIP2017-14, IE2017-14, PRMU2017-14, MI2017-14 |
Volume (vol) |
vol.117 |
Number (no) |
no.47(SIP), no.48(IE), no.49(PRMU), no.50(MI) |
Page |
pp.71-74 |
#Pages |
4 |
Date of Issue |
2017-05-18 (SIP, IE, PRMU, MI) |
|