Paper Abstract and Keywords |
Presentation |
2012-05-17 10:00
Reconstruction of dynamic 3D expression images from one facial image using subspace learning Shunya Osawa, Mamoru Ishimoto, Guifang Duan, Yen-Wei Chen (Ritsumeikan Univ.) IE2012-16 PRMU2012-1 MI2012-1 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Dynamic 3D facial expression images are important in many computer vision and graphic applications, such as expression recognition and animation. However, it is difficult to establish dynamic 3D expression images since it takes much cost and time. Thus, in my research, We try to reconstructed dynamic 3D images from only one facial image using machine learning approach. The results show that the proposed method can effectively generate the dynamic 3D expression images using only one input 2D image of 2816 by 2112in size, and the average error is 8 pixel. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
PCA(principal component analysis) / pseudo-inverse matrix / dynamic 3D expression / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 37, PRMU2012-1, pp. 1-6, May 2012. |
Paper # |
PRMU2012-1 |
Date of Issue |
2012-05-10 (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 |
IE2012-16 PRMU2012-1 MI2012-1 |
Conference Information |
Committee |
PRMU MI IE |
Conference Date |
2012-05-17 - 2012-05-18 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
PRMU |
Conference Code |
2012-05-PRMU-MI-IE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Reconstruction of dynamic 3D expression images from one facial image using subspace learning |
Sub Title (in English) |
|
Keyword(1) |
PCA(principal component analysis) |
Keyword(2) |
pseudo-inverse matrix |
Keyword(3) |
dynamic 3D expression |
Keyword(4) |
|
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Shunya Osawa |
1st Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
2nd Author's Name |
Mamoru Ishimoto |
2nd Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
3rd Author's Name |
Guifang Duan |
3rd Author's Affiliation |
Ritsumeikan University (Ritsumeikan 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 |
2012-05-17 10:00:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
IE2012-16, PRMU2012-1, MI2012-1 |
Volume (vol) |
vol.112 |
Number (no) |
no.36(IE), no.37(PRMU), no.38(MI) |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2012-05-10 (IE, PRMU, MI) |
|