| Presentation | 2007-10-25 Foreground Segmentation Using Spatio-Temporal Processing : A Study on TOPS DSP Architecture Driven Algorithm for Foreground Segmentation Hiroaki TEZUKA, Tomoyuki SUZUKI, Takao NISHITANI, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper describes a robust foreground segmentation algorithm in HDTV video sequence. The present algorithm is based on blockwise Gaussian mixture models and features which are extracted in transform domain. By using spatial domain processing and a new transform method, proposed algorithm can efficiently remove false positives and separate foreground region while reducing computational complexity. Experimental results show the effectiveness of proposed method in HDTV video sequence. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | foreground segmentation / variable block size / spatial frequency features / gaussian mixture models |
| Paper # | SIP2007-120,ICD2007-109,IE2007-79 |
| Date of Issue |
| Conference Information | |
| Committee | SIP |
|---|---|
| Conference Date | 2007/10/18(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 | Signal Processing (SIP) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Foreground Segmentation Using Spatio-Temporal Processing : A Study on TOPS DSP Architecture Driven Algorithm for Foreground Segmentation |
| Sub Title (in English) | |
| Keyword(1) | foreground segmentation |
| Keyword(2) | variable block size |
| Keyword(3) | spatial frequency features |
| Keyword(4) | gaussian mixture models |
| 1st Author's Name | Hiroaki TEZUKA |
| 1st Author's Affiliation | Graduate School of System Design, Tokyo Metropolitan University() |
| 2nd Author's Name | Tomoyuki SUZUKI |
| 2nd Author's Affiliation | Dept. of Electronics and Information Eng., Tokyo Metropolitan University |
| 3rd Author's Name | Takao NISHITANI |
| 3rd Author's Affiliation | Graduate School of System Design, Tokyo Metropolitan University:Dept. of Electronics and Information Eng., Tokyo Metropolitan University |
| Date | 2007-10-25 |
| Paper # | SIP2007-120,ICD2007-109,IE2007-79 |
| Volume (vol) | vol.107 |
| Number (no) | 285 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |