| Presentation | 2000/10/5 Automatic Ship Identification in ISAR Image Analysis with Constrained Mutual Subspace Method Atsuo Maki, Kazuhiro Fukui, Kazunori Onoguchi, Ken-ichi Maeda, Motohito Kiya, Yasuhiko Kawawada, Ryuichi Seimiya, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper deals with automatic identification of ships in images produced by inverse synthetic aperture radar (ISAR). The ISAR technique reconstructs a rapidly updating sequence of range-Doppler image frames of the target. Due to the physics of imaging based on the target's angular motions, however, images are invariably noisy, and not all frames contain equally useful information. The thrust of this research is to cope with these issues by introducting (i) the multiframe image processing to stably extract profiling as a basic feature reflecting the entire characteristics of a target, and (ii) the vector analysis for identification using the recently proposed Constrained Mutual Subspace Method (MSM). We will demonstrate the effective performance of the proposed scheme through experiments using simulated ISAR images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | ISAR / Image sequence / Profile extraction / Pattern recognition / Constrained MSM |
| Paper # | A・P2000-84,SANE2000-61,RCS2000-107 |
| Date of Issue |
| Conference Information | |
| Committee | RCS |
|---|---|
| Conference Date | 2000/10/5(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 | Radio Communication Systems (RCS) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic Ship Identification in ISAR Image Analysis with Constrained Mutual Subspace Method |
| Sub Title (in English) | |
| Keyword(1) | ISAR |
| Keyword(2) | Image sequence |
| Keyword(3) | Profile extraction |
| Keyword(4) | Pattern recognition |
| Keyword(5) | Constrained MSM |
| 1st Author's Name | Atsuo Maki |
| 1st Author's Affiliation | Corporate Researci & Development Center, TOSHIBA Corporation() |
| 2nd Author's Name | Kazuhiro Fukui |
| 2nd Author's Affiliation | Corporate Researci & Development Center, TOSHIBA Corporation |
| 3rd Author's Name | Kazunori Onoguchi |
| 3rd Author's Affiliation | Corporate Researci & Development Center, TOSHIBA Corporation |
| 4th Author's Name | Ken-ichi Maeda |
| 4th Author's Affiliation | Corporate Researci & Development Center, TOSHIBA Corporation |
| 5th Author's Name | Motohito Kiya |
| 5th Author's Affiliation | Komukai Operations, TOSHIBA Corporation |
| 6th Author's Name | Yasuhiko Kawawada |
| 6th Author's Affiliation | Komukai Operations, TOSHIBA Corporation |
| 7th Author's Name | Ryuichi Seimiya |
| 7th Author's Affiliation | Komukai Operations, TOSHIBA Corporation |
| Date | 2000/10/5 |
| Paper # | A・P2000-84,SANE2000-61,RCS2000-107 |
| Volume (vol) | vol.100 |
| Number (no) | 345 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |