Feature extraction and selection based on ATR of ISAR image

Su Fulin; Li Dafang; Ni Liang; Sun Huadong

doi:10.1109/ICOSP.2004.1441591

Feature extraction and selection based on ATR of ISAR image

Su Fulin^*
, Li Dafang
, Ni Liang
, Sun Huadong

^*Corresponding author for this work

School of Electronics and Information Engineering

Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

9 Scopus citations

Abstract

In this paper, based on auto target recognition (ATR), two kind of feature in ISAR images are extracted: Fourier-transform coefficients feature and Wavelet-transform coefficients feature. Three kinds of targets' ISAR images were done some recognition study based on the Exact nearest neighbor algorithm and those extracted features. Experimental results show these two methods are effective.

Original language	English
Title of host publication	2004 7th International Conference on Signal Processing Proceedings (ICSP'04)
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1415-1418
Number of pages	4
ISBN (Print)	0780384067
DOIs	https://doi.org/10.1109/ICOSP.2004.1441591
State	Published - 2004
Event	7th International Conference on Signal Processing, ICSP 2004 - Beijing, China Duration: 31 Aug 2004 → 4 Sep 2004

Publication series

Name	International Conference on Signal Processing Proceedings, ICSP
Volume	2
ISSN (Print)	2164-5221
ISSN (Electronic)	2164-523X

Conference

Conference	7th International Conference on Signal Processing, ICSP 2004
Country/Territory	China
City	Beijing
Period	31/08/04 → 4/09/04

Keywords

Auto-Target Recognition
Feature Extraction and Selection
ISAR

Access to Document

10.1109/ICOSP.2004.1441591

Cite this

Fulin, S., Dafang, L., Liang, N., & Huadong, S. (2004). Feature extraction and selection based on ATR of ISAR image. In 2004 7th International Conference on Signal Processing Proceedings (ICSP'04) (pp. 1415-1418). (International Conference on Signal Processing Proceedings, ICSP; Vol. 2). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICOSP.2004.1441591

@inproceedings{2861ed47d982461fb5139291833fee9b,

title = "Feature extraction and selection based on ATR of ISAR image",

abstract = "In this paper, based on auto target recognition (ATR), two kind of feature in ISAR images are extracted: Fourier-transform coefficients feature and Wavelet-transform coefficients feature. Three kinds of targets' ISAR images were done some recognition study based on the Exact nearest neighbor algorithm and those extracted features. Experimental results show these two methods are effective.",

keywords = "Auto-Target Recognition, Feature Extraction and Selection, ISAR",

author = "Su Fulin and Li Dafang and Ni Liang and Sun Huadong",

year = "2004",

doi = "10.1109/ICOSP.2004.1441591",

language = "英语",

isbn = "0780384067",

series = "International Conference on Signal Processing Proceedings, ICSP",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1415--1418",

booktitle = "2004 7th International Conference on Signal Processing Proceedings (ICSP'04)",

address = "美国",

note = "7th International Conference on Signal Processing, ICSP 2004 ; Conference date: 31-08-2004 Through 04-09-2004",

}

Fulin, S, Dafang, L, Liang, N & Huadong, S 2004, Feature extraction and selection based on ATR of ISAR image. in 2004 7th International Conference on Signal Processing Proceedings (ICSP'04). International Conference on Signal Processing Proceedings, ICSP, vol. 2, Institute of Electrical and Electronics Engineers Inc., pp. 1415-1418, 7th International Conference on Signal Processing, ICSP 2004, Beijing, China, 31/08/04. https://doi.org/10.1109/ICOSP.2004.1441591

Feature extraction and selection based on ATR of ISAR image. / Fulin, Su; Dafang, Li; Liang, Ni et al.
2004 7th International Conference on Signal Processing Proceedings (ICSP'04). Institute of Electrical and Electronics Engineers Inc., 2004. p. 1415-1418 (International Conference on Signal Processing Proceedings, ICSP; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Feature extraction and selection based on ATR of ISAR image

AU - Fulin, Su

AU - Dafang, Li

AU - Liang, Ni

AU - Huadong, Sun

PY - 2004

Y1 - 2004

N2 - In this paper, based on auto target recognition (ATR), two kind of feature in ISAR images are extracted: Fourier-transform coefficients feature and Wavelet-transform coefficients feature. Three kinds of targets' ISAR images were done some recognition study based on the Exact nearest neighbor algorithm and those extracted features. Experimental results show these two methods are effective.

AB - In this paper, based on auto target recognition (ATR), two kind of feature in ISAR images are extracted: Fourier-transform coefficients feature and Wavelet-transform coefficients feature. Three kinds of targets' ISAR images were done some recognition study based on the Exact nearest neighbor algorithm and those extracted features. Experimental results show these two methods are effective.

KW - Auto-Target Recognition

KW - Feature Extraction and Selection

KW - ISAR

UR - https://www.scopus.com/pages/publications/7744241577

U2 - 10.1109/ICOSP.2004.1441591

DO - 10.1109/ICOSP.2004.1441591

M3 - 会议稿件

AN - SCOPUS:7744241577

SN - 0780384067

T3 - International Conference on Signal Processing Proceedings, ICSP

SP - 1415

EP - 1418

BT - 2004 7th International Conference on Signal Processing Proceedings (ICSP'04)

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 7th International Conference on Signal Processing, ICSP 2004

Y2 - 31 August 2004 through 4 September 2004

ER -

Feature extraction and selection based on ATR of ISAR image

Abstract

Publication series

Conference

Keywords

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