| Presentation | 2010-01-21 Action Classification Based on CHLAC Features and Cone-Restricted Subspace Method Ryuta SATOH, Yoshinari KAMEDA, YUICHI OHTA, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper describes a cone restricted subspace method for multi-classification of CHLAC features that are taken from both human and non-human motions. CHLAC features are obtained from binarized frame-difference image sequences. Because CHLAC features are position invariant and addable, they should be suitable for generic motion analysis in surveillance. We show that the cone restricted method can be applied to action classification. We have evaluated the method by the experiment of actions of person, bicycle, and automobile. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Surveillance Camera / Multi Class / Pattern Recognition |
| Paper # | CQ2009-82,PRMU2009-181,SP2009-122,MVE2009-104 |
| Date of Issue |
| Conference Information | |
| Committee | CQ |
|---|---|
| Conference Date | 2010/1/14(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) | Action Classification Based on CHLAC Features and Cone-Restricted Subspace Method |
| Sub Title (in English) | |
| Keyword(1) | Surveillance Camera |
| Keyword(2) | Multi Class |
| Keyword(3) | Pattern Recognition |
| 1st Author's Name | Ryuta SATOH |
| 1st Author's Affiliation | Graduate School of Systems and Information Engineering, University of Tsukuba() |
| 2nd Author's Name | Yoshinari KAMEDA |
| 2nd Author's Affiliation | Graduate School of Systems and Information Engineering, University of Tsukuba |
| 3rd Author's Name | YUICHI OHTA |
| 3rd Author's Affiliation | Graduate School of Systems and Information Engineering, University of Tsukuba |
| Date | 2010-01-21 |
| Paper # | CQ2009-82,PRMU2009-181,SP2009-122,MVE2009-104 |
| Volume (vol) | vol.109 |
| Number (no) | 373 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |