| Presentation | 1999/12/16 Determination of Parameters of Active Contour Models Wen ZHONG, Miki HASEYAMA, Hideo KITAJIMA, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Active contour models are effective in contour extraction. One difficulty with models the technologies is that much work is needed for reliable parameter acquisition, which is conventionally done by trial-and-error methods. This paper introduces reinforcement learning to determine parameters for specific applications. By modifying the learning stream, our system overcomes a drawback exisiting in the reinforcement learning method that it was not robust. Exploration time is shortened by adding heuristic rules. Experimental results show that our systems work effectively. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | active contour model / contour extraction / parameter determination / reinforcement learning / heuristic rule |
| Paper # | IE99-89 |
| Date of Issue |
| Conference Information | |
| Committee | IE |
|---|---|
| Conference Date | 1999/12/16(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 | Image Engineering (IE) |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Determination of Parameters of Active Contour Models |
| Sub Title (in English) | |
| Keyword(1) | active contour model |
| Keyword(2) | contour extraction |
| Keyword(3) | parameter determination |
| Keyword(4) | reinforcement learning |
| Keyword(5) | heuristic rule |
| 1st Author's Name | Wen ZHONG |
| 1st Author's Affiliation | School of Engineering, Hokkaido University() |
| 2nd Author's Name | Miki HASEYAMA |
| 2nd Author's Affiliation | School of Engineering, Hokkaido University |
| 3rd Author's Name | Hideo KITAJIMA |
| 3rd Author's Affiliation | School of Engineering, Hokkaido University |
| Date | 1999/12/16 |
| Paper # | IE99-89 |
| Volume (vol) | vol.99 |
| Number (no) | 512 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |