| Presentation | 2012/1/12 Periodic Image Sequence Reconstruction from Low Frame-rate Videos for Gait Recognition NAOKI AKAE, AL MANSUR, YASUSHI MAKIHARA, YASUSHI YAGI, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper describes a method of periodic temporal super resolution and its application to low frame-rate gait recognition. The existing reconstruction-based methods of periodic temporal super resolution often suffer from two problems: wagon-wheel effect and stroboscopic effect. To overcome these two problems, we introduce a standard gait manifold derived from a training set as an example-based cue and formulate the periodic temporal super resolution as an energy minimization framework considering both reconstruction-based and example-based cues. Experiments with side-view gait videos of 100 subjects demonstrate the effectiveness of the proposed method in terms of not only the temporal super resolution quality but also gait-recognition performances. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | |
| Paper # | Vol.2012-CVIM-180 No.49 |
| Date of Issue |
| Conference Information | |
| Committee | CQ |
|---|---|
| Conference Date | 2012/1/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Communication Quality (CQ) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Periodic Image Sequence Reconstruction from Low Frame-rate Videos for Gait Recognition |
| Sub Title (in English) | |
| Keyword(1) | |
| 1st Author's Name | NAOKI AKAE |
| 1st Author's Affiliation | The Institute of Scientific and Industrial Research, Osaka University() |
| 2nd Author's Name | AL MANSUR |
| 2nd Author's Affiliation | The Institute of Scientific and Industrial Research, Osaka University |
| 3rd Author's Name | YASUSHI MAKIHARA |
| 3rd Author's Affiliation | The Institute of Scientific and Industrial Research, Osaka University |
| 4th Author's Name | YASUSHI YAGI |
| 4th Author's Affiliation | The Institute of Scientific and Industrial Research, Osaka University |
| Date | 2012/1/12 |
| Paper # | Vol.2012-CVIM-180 No.49 |
| Volume (vol) | vol.111 |
| Number (no) | 378 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |