Automatic Target Recognition From Inverse Synthetic Aperture Radar Images

Author:

Kondaveeti Hari Kishan1,Vatsavayi Valli Kumari1

Affiliation:

1. Andhra University, India

Abstract

In this chapter, Inverse Synthetic Aperture Radar, a special type of active microwave synthetic aperture radar is introduced and its applications in military surveillance are presented. Then, the basic principles involved in data acquisition and image generation are explained. The issues and challenges involved in processing the ISAR images for autonomous target detection and identification are discussed later. The proposed classification method is explained and its accuracy is evaluated experimentally against the conventional classification method in the rest of the chapter.

Publisher

IGI Global

Reference32 articles.

1. Hari Kishan, K., & Valli Kumari, V. (2015). Automatic recognition of intriguing targets: Application of Image/ Video processing in RADAR military surveillance. CSI Communications, 11-13.

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3. Bay, H., Tuytelaars, T., & Gool, L. (2008). SURF: Speeded Up Robust Features. Computer Vision – ECCV 2006 Lecture Notes in Computer Science.

4. Classification of aerospace targets using superresolution ISAR images.;E.Botha;Proceedings of COMSIG ‘94 - 1994 South African Symposium on Communications and Signal Processing,1994

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1. Automatic Target Recognition from ISAR Images: A Review;Lecture Notes in Electrical Engineering;2023-11-03

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