| Presentation | 2009-06-18 Object Detection System using Region-Level Layered Background Subtraction and Feature Point Based Tracking Shigeyuki ODASHIMA, Taketoshi MORI, Masamichi SHIMOSAKA, Hiroshi NOGUCHI, Tomomasa SATO, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes an object detection method in indoor environments. With object placement and removal, the input image changes stably, so we apply background subtraction for object detection. In order to distinguish object placement and removal from background subtraction result, layered background model is employed. The stable change of input image is also caused by "temporary stable" regions like human regions, so classifying "placed object" regions and "temporary stable" regions is needed. To achieve a robust classification under occlusion, we employ feature point based tracking and partial frame subtraction. Our experiment demonstrates the system detects object placement and removal appropriately in sufficient frame-rates. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | object detection / layered background model / tracking / partial frame subtraction |
| Paper # | PRMU2009-45 |
| Date of Issue |
| Conference Information | |
| Committee | PRMU |
|---|---|
| Conference Date | 2009/6/11(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 | Pattern Recognition and Media Understanding (PRMU) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Object Detection System using Region-Level Layered Background Subtraction and Feature Point Based Tracking |
| Sub Title (in English) | |
| Keyword(1) | object detection |
| Keyword(2) | layered background model |
| Keyword(3) | tracking |
| Keyword(4) | partial frame subtraction |
| 1st Author's Name | Shigeyuki ODASHIMA |
| 1st Author's Affiliation | Graduate School of Information Science and Engineering, the University of Tokyo() |
| 2nd Author's Name | Taketoshi MORI |
| 2nd Author's Affiliation | Graduate School of Information Science and Engineering, the University of Tokyo |
| 3rd Author's Name | Masamichi SHIMOSAKA |
| 3rd Author's Affiliation | Graduate School of Information Science and Engineering, the University of Tokyo |
| 4th Author's Name | Hiroshi NOGUCHI |
| 4th Author's Affiliation | Graduate School of Information Science and Engineering, the University of Tokyo |
| 5th Author's Name | Tomomasa SATO |
| 5th Author's Affiliation | Graduate School of Information Science and Engineering, the University of Tokyo |
| Date | 2009-06-18 |
| Paper # | PRMU2009-45 |
| Volume (vol) | vol.109 |
| Number (no) | 88 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |