| Presentation | 2003/7/11 Recognition and Textual Description of Human Activities using Wearable Camera Shigeki AOKI, Masashi TAKAHASHI, Masaki ONISHI, Atsuhiro KOJIMA, Kunio FUKUNAGA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we proposed a method of recognizing and generating textual description of human activities using a wearable camera. The image sequence taken by a wearable camera changes frequently according to the activity of the person that the camera is attached. Therefore, it is difficult to apply the conventional method to such a situation. In our method, movement of the person is estimated by geometric relation between image frames. Then, the directions of hands movement are estimated by tracking skin color regions. Finally, by associating these geometric features with concept hierarchies of human activities, natural language description which explains the person's activity is generated. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Wearable Camera / Recognition of Human Activities / Text Generation |
| Paper # | PRMU2003-67,IE2003-37,MVE2003-49 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2003/7/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Recognition and Textual Description of Human Activities using Wearable Camera |
| Sub Title (in English) | |
| Keyword(1) | Wearable Camera |
| Keyword(2) | Recognition of Human Activities |
| Keyword(3) | Text Generation |
| 1st Author's Name | Shigeki AOKI |
| 1st Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University() |
| 2nd Author's Name | Masashi TAKAHASHI |
| 2nd Author's Affiliation | Graduate School of Information Science, Kyoto University |
| 3rd Author's Name | Masaki ONISHI |
| 3rd Author's Affiliation | Bio-Mimetric Control Research Center, RIKEN |
| 4th Author's Name | Atsuhiro KOJIMA |
| 4th Author's Affiliation | Library and Science Information Center, Osaka Prefecture University |
| 5th Author's Name | Kunio FUKUNAGA |
| 5th Author's Affiliation | Graduate School of Engineering, Osaka Prefecture University |
| Date | 2003/7/11 |
| Paper # | PRMU2003-67,IE2003-37,MVE2003-49 |
| Volume (vol) | vol.103 |
| Number (no) | 208 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |