| Presentation | 2011-07-29 Automatic Ship Identification in ISAR Image Analysis with Whitened Subspace Method Tomokazu KAWAHARA, Shiyunichi TODA, Akio MIKAMI, Masahiro TANABE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | An automatic identification of ships in images produced by inverse synthetic aperture radar (ISAR), which identifies ships with their profiles was proposed. This method detects bow and stem of a ship in order to normalize the ship. Therefore, when the bow or the stern do not exist due to position of radar and a ship, it is difficult to identify ships by this method. We propose the new method that generates multiple pairs of bow and stem of a ship and identifies a ship with all these pairs. Furthermore, we improve identification accuracy of each candidate pair of bow and stem by applying Whitened Subspace Method to the proposed method. We demonstrate the effective performance of the proposed method through experiments using simulated ISAR images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | ISAR / Ship identification / Computer Vision / Pattern Recognition / Whitened Subspace Method |
| Paper # | SANE2011-50 |
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| Conference Information | |
| Committee | SANE |
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| Conference Date | 2011/7/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Space, Aeronautical and Navigational Electronics (SANE) |
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| 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 Whitened Subspace Method |
| Sub Title (in English) | |
| Keyword(1) | ISAR |
| Keyword(2) | Ship identification |
| Keyword(3) | Computer Vision |
| Keyword(4) | Pattern Recognition |
| Keyword(5) | Whitened Subspace Method |
| 1st Author's Name | Tomokazu KAWAHARA |
| 1st Author's Affiliation | Toshiba Corporation Corporate Research & Development Center() |
| 2nd Author's Name | Shiyunichi TODA |
| 2nd Author's Affiliation | Toshiba Corporation Komukai Operations |
| 3rd Author's Name | Akio MIKAMI |
| 3rd Author's Affiliation | Toshiba Corporation Komukai Operations |
| 4th Author's Name | Masahiro TANABE |
| 4th Author's Affiliation | Toshiba Corporation Komukai Operations |
| Date | 2011-07-29 |
| Paper # | SANE2011-50 |
| Volume (vol) | vol.111 |
| Number (no) | 166 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |