| Paper Abstract and Keywords |
| Presentation |
2021-12-13 15:20
Automatic Generation of Viewpoint Change Video Using Consistent Regularized Generative Adversarial Networks
Kento Otsu (Ritsumeikan Univ.), Masataka Seo (Osaka Institute of Technology Osaka), Yen-Wei Chen (Ritsumeikan Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Gaze plays an important role in conversation. However, in a video call system using a personal computer or the like, it is difficult to have a conversation with the eyes aligned because the positions of the camera and the display are different. In this research, we aim to solve this problem by generating viewpoint-changed video using an image generation model using deep learning. In the proposed method, we apply Improved Consistency regularization, which constrains the input data to maintain semantic consistency before and after data expansion, and generates clear video even with fine textures. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Deep learning / Generative adversarial networks / Improved Consistency regularization / Video / Image transformation / Face / / |
| Reference Info. |
ITE Tech. Rep., vol. 45, no. 39, ME2021-96, pp. 33-35, Dec. 2021. |
| Paper # |
ME2021-96 |
| Date of Issue |
2021-12-06 (ME) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
ME |
| Conference Date |
2021-12-13 - 2021-12-13 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
ME |
| Conference Code |
2021-12-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Automatic Generation of Viewpoint Change Video Using Consistent Regularized Generative Adversarial Networks |
| Sub Title (in English) |
|
| Keyword(1) |
Deep learning |
| Keyword(2) |
Generative adversarial networks |
| Keyword(3) |
Improved Consistency regularization |
| Keyword(4) |
Video |
| Keyword(5) |
Image transformation |
| Keyword(6) |
Face |
| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Kento Otsu |
| 1st Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
| 2nd Author's Name |
Masataka Seo |
| 2nd Author's Affiliation |
Osaka Institute of Technology Osaka (Osaka Institute of Technology Osaka) |
| 3rd Author's Name |
Yen-Wei Chen |
| 3rd Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2021-12-13 15:20:00 |
| Presentation Time |
30 minutes |
| Registration for |
ME |
| Paper # |
ME2021-96 |
| Volume (vol) |
vol.45 |
| Number (no) |
no.39 |
| Page |
pp.33-35 |
| #Pages |
3 |
| Date of Issue |
2021-12-06 (ME) |