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24020

FEATURE INFLUENCE ON TARGET CLASSIFICATION PERFORMANCE USING THE HIGH RANGE RESOLUTION PROFILES

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Last updated: 04 Jan 2025

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Abstract

We propose a supervised classification of aircrafts using the high range resolution profiles extracted from inverse synthetic aperture radar images. The principal components are extracted from pre-processed synthetic radar data before applying the 1-nearest neighbour classification. The classification performances are presented in terms of the correct classification probability. A classification performances comparison is presented for two types of data: The HRR profiles and the principal components of HRR profiles.

DOI

10.21608/asat.2007.24020

Keywords

HRR profile, NCTR, ISAR, 1-Nearest Neighbour, PCA, classification

Authors

First Name

Brahim

Last Name

ATROUZ

MiddleName

-

Affiliation

Microwave and Radar Laboratory, EMP, BP 17, Bordj El Bahri, Algiers,Tel: 00 213 20 31 43 89 Fax: 00 213 21 86 32 04.

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Orcid

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First Name

Hayet

Last Name

OUAZZOU

MiddleName

AIT

Affiliation

Microwave and Radar Laboratory, EMP, BP 17, Bordj El Bahri, Algiers, Tel: 00 213 20 31 43 89 Fax: 00 213 21 86 32 04.

Email

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City

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Orcid

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First Name

Hocine

Last Name

KIMOUCHE

MiddleName

-

Affiliation

Microwave and Radar Laboratory, EMP, BP 17, Bordj El Bahri, Algiers, Tel: 00 213 20 31 43 89 Fax: 00 213 21 86 32 04.

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Volume

12

Article Issue

ASAT Conference, 29-31 May 2007

Related Issue

4431

Issue Date

2007-05-01

Receive Date

2019-01-09

Publish Date

2007-05-01

Page Start

1

Page End

7

Print ISSN

2090-0678

Online ISSN

2636-364X

Article File

ASAT_Volume 12_Issue ASAT Conference, 29-31 May 2007_Pages 1-7.pdf

PDF . 150.3kB

Link

https://asat.journals.ekb.eg/article_24020.html

Detail API

https://asat.journals.ekb.eg/service?article_code=24020

Order

92

Type

Original Article

Type Code

737

Publication Type

Journal

Publication Title

International Conference on Aerospace Sciences and Aviation Technology

Publication Link

https://asat.journals.ekb.eg/

MainTitle

FEATURE INFLUENCE ON TARGET CLASSIFICATION PERFORMANCE USING THE HIGH RANGE RESOLUTION PROFILES

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Article

Created At

22 Jan 2023