Feature extraction and selection based on ATR of ISAR image

被引:0
|
作者
Su, FL [1 ]
Li, DF [1 ]
Ni, L [1 ]
Sun, HD [1 ]
机构
[1] Harbin Inst Technol, Harbin 150001, Peoples R China
关键词
feature extraction and selection; ISAR; auto-target recognition;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:1415 / 1418
页数:4
相关论文
共 50 条
  • [1] Precession feature extraction of ballistic targets based on dynamic ISAR image sequence
    Jin, Guang-Hu
    Gao, Xun-Zhang
    Li, Xiang
    Chen, Yong-Guang
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2010, 38 (06): : 1233 - 1238
  • [2] Feature extraction of ballistic midcourse target from isar image
    School of Air and Missile Defense, Air Force Engineering University, No. Jiazi 1, Changle East Road, Xi'an, China
    不详
    不详
    ICIC Express Lett., 6 (1769-1776):
  • [3] Fusion Based Feature Extraction and Optimal Feature Selection in Remote Sensing Image Retrieval
    Minakshi N. Vharkate
    Vijaya B. Musande
    Multimedia Tools and Applications, 2022, 81 : 31787 - 31814
  • [4] Fusion Based Feature Extraction and Optimal Feature Selection in Remote Sensing Image Retrieval
    Vharkate, Minakshi N.
    Musande, Vijaya B.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (22) : 31787 - 31814
  • [5] Adaptive feature selection and extraction approaches for image retrieval based on region
    Song, Haiyu
    Li, Xiongfei
    Wang, Pengjie
    Journal of Multimedia, 2010, 5 (01): : 85 - 92
  • [6] Template Selection Algorithm for NR-based Image Feature Extraction
    Hu, Zhengfa
    Xiao, Haixia
    Zhen, Xin
    2014 10TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2014, : 1143 - 1147
  • [7] On the influence of feature selection and extraction for the classification of steganalysis based on the JPEG image
    Ge, Xiuhui
    Tian, Hao
    JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2015, 15 (04) : 695 - 705
  • [8] Domain fusion based feature extraction for SAR ATR
    Dale, Terell L.
    Tran, Ngoc B.
    Narayanan, Ram M.
    Bharadwaj, Ramesh
    RADAR SENSOR TECHNOLOGY XXVI, 2022, 12108
  • [9] Color Feature Extraction and Selection for Image Retrieval
    Liang, Chun-Wei
    Chung, Wen-Yu
    PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON ADVANCED MATERIALS FOR SCIENCE AND ENGINEERING (IEEE-ICAMSE 2016), 2016, : 589 - 592
  • [10] Content based image retrieval using hybrid feature extraction and HWBMMBO feature selection method
    K. Vijila Rani
    Multimedia Tools and Applications, 2023, 82 : 47477 - 47493