| Presentation | 2008-06-12 Parallel Implementation of Cascade Particle Filter Hiroki SUGANO, Yukihiro NAKAMURA, Ryusuke MIYAMOTO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Cascade Particle Filter is one of the latest schemes which enables highly accurate object recognition. In order to apply the scheme to embedded applications such as surveillance, automotives, and robotics, a parallel execution or a hardware implementation is indispensable because of limitation of power consumption. This paper analyzes the parallelism of Cascade Particle Filter and implement it with OpenMP based on the analysis. The performance of parallel implementation is evaluated by processing it on a multicore processor. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Cascade Particle Filter / Boosting / Run-Time Learning / Parallel Implementation / OpenMP |
| Paper # | SIS2008-3 |
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| Conference Information | |
| Committee | SIS |
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| Conference Date | 2008/6/5(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Smart Info-Media Systems (SIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Parallel Implementation of Cascade Particle Filter |
| Sub Title (in English) | |
| Keyword(1) | Cascade Particle Filter |
| Keyword(2) | Boosting |
| Keyword(3) | Run-Time Learning |
| Keyword(4) | Parallel Implementation |
| Keyword(5) | OpenMP |
| 1st Author's Name | Hiroki SUGANO |
| 1st Author's Affiliation | Dept. of Communications and Computer Engineering, Graduate School of Informatics, Kyoto Univ.() |
| 2nd Author's Name | Yukihiro NAKAMURA |
| 2nd Author's Affiliation | Research Organization of Science and Engineering, Ritsumeikan Univ. |
| 3rd Author's Name | Ryusuke MIYAMOTO |
| 3rd Author's Affiliation | Dept. of Information Systems, Graduate School of Information Science, Nara Institute of Science and Technology |
| Date | 2008-06-12 |
| Paper # | SIS2008-3 |
| Volume (vol) | vol.108 |
| Number (no) | 85 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |