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Content Provider | IET Digital Library |
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Author | Xie, Sudao D. Pan, M. Y. Li, D. S. |
Abstract | This study develops a robust method for ship target recognition, based on inverse synthetic aperture radar (ISAR) image matching with the template of 3D model. To deal with the difficulty of building template lib, the authors develop to use CAD model instead of the live radar data, which can be projected to the range–Doppler plane at any angle. In the study, the method of matching between the observed ISAR image and candidate target image of model is also proposed, including feature extraction and scoring for recognition. In addition, influences of estimation accuracy for projection are analysed and simulated. Finally, recognition results obtained with simulated data are provided to verify the effectiveness of the proposed approach. |
Starting Page | 6777 |
Ending Page | 6780 |
Page Count | 4 |
Volume Number | 2019 |
e-ISSN | 20513305 |
Issue Number | Issue 20, Oct (2019) |
Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/joe/2019/20 |
Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0315 |
Journal | The Journal of Engineering |
Publisher | The Institution of Engineering and Technology |
Publisher Date | 2019-07-11 |
Access Restriction | Open |
Rights License | Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) |
Subject Keyword | CAD CAD Model Computer Vision And Image Processing Technique Doppler Effect Feature Extraction Image Matching Image Recognition Inverse Synthetic Aperture Radar Image ISAR Imaging Live Radar Data Optical, Image And Video Signal Processing Radar Equipment Radar Imaging Radar Target Recognition Range–Doppler Plane Robust Method Ship Recognition Ship Target Recognition Ships Statistics Synthetic Aperture Radar System And Application Template Lib |
Content Type | Text |
Resource Type | Article |
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