DocumentCode
1462496
Title
Cross-range scaling for ISAR via optical flow analysis
Author
Yeh, Chun-mao ; Xu, Jia ; Peng, Ying-Ning ; Wang, Xiu-Tan ; Yan, Jian ; Xia, Xiang-Gen
Author_Institution
Tsinghua Univ., Beijing, China
Volume
27
Issue
2
fYear
2012
Firstpage
14
Lastpage
22
Abstract
For high resolution imaging applications, ISAR can be viewed as a kind of camera which linearly maps the scattering centers from the physical plane to the RD image plane. Thus, the concept and methods of optical flow in computer vision may be introduced for the rotation estimation in ISAR. Furthermore, three kinds of optical flow analysis-based estimators, namely triangle-based, line-based, and image rotation correlation-based estimators, are provided to estimate the coo on the RD image series herein. Because the RD image series is a common output of conventional ISAR and only the scattering center operators are used, the proposed optical flow-based method may also be computationally efficient. Besides, with the increase of scattering centers and images, the high accuracy of cross-range scaling can also be guaranteed. Finally, experimental results are provided to demonstrate the effectiveness of proposed methods based on some measured data of Yak airplane.
Keywords
computer vision; correlation methods; image resolution; image sequences; radar imaging; synthetic aperture radar; ISAR; RD image plane; RD image series; Yak airplane; computer vision; high resolution imaging applications; image rotation correlation-based estimator; optical flow analysis-based estimator; physical plane; rotation estimation; scattering center operator; triangle-based line-based estimator; Computational efficiency; Computer vision; Image motion analysis; Optical computing; Optical imaging; Optical scattering; Scattering parameters; Synthetic aperture radar;
fLanguage
English
Journal_Title
Aerospace and Electronic Systems Magazine, IEEE
Publisher
ieee
ISSN
0885-8985
Type
jour
DOI
10.1109/MAES.2012.6163609
Filename
6163609
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