SAR imagery scattering center extraction and target recognition based on scattering center model

被引:0
|
作者
Lin, Yuesong [1 ]
Zhang, Le [1 ]
Xue, Anke [1 ]
Peng, Dongliang [1 ]
Jin, Zhaoyang [1 ]
机构
[1] Hangzhou Dianzi Univ, Inst Informat & Control, Hangzhou 310018, Peoples R China
来源
WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS | 2006年
关键词
SAR imagery; scattering center; target recognition;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Based on a scattering center parametric model derived from the geometric theory of diffraction, main characteristic scattering center Fisher optimal discriminator is presented in this paper for the problem of multi-class ground targets. All aspect main characteristic scattering center recognition model and target outline characteristic curve recognition model are presented in this papaer. Four-class targets (Sandia Laboratories Implementation of Cylinders II, BTR70 armored transport, T72 main battle tank and BMP2 infantry tank) in MSTAR public database are adopted in our experiments and the results are presented.
引用
收藏
页码:413 / 413
页数:1
相关论文
共 14 条
  • [1] A scattering center model for SAR imagery
    Akyildiz, Y
    Moses, RL
    [J]. SAR IMAGE ANALYSIS, MODELING, AND TECHNIQUES II, 1999, 3869 : 76 - 85
  • [2] Three-dimensional scattering center extraction using the shooting and bouncing ray technique
    Bhalla, R
    Ling, H
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1996, 44 (11) : 1445 - 1453
  • [3] Model-based classification of radar images
    Chiang, HC
    Moses, RL
    Potter, LC
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2000, 46 (05) : 1842 - 1854
  • [4] ATR performance prediction using attributed scattering features
    Chiang, HC
    Moses, RL
    [J]. ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY VI, 1999, 3721 : 785 - 796
  • [5] DUDA RO, 2000, PATTERN CLASSIFICAT
  • [6] GARDINA CR, 1988, MORPHOLOGICAL METHO
  • [7] GEOMETRICAL THEORY OF DIFFRACTION
    KELLER, JB
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1962, 52 (02) : 116 - +
  • [8] KOETS MA, 1999, SPIE C, V3721, P1041
  • [9] MERWE A, 1997, P SPIE INT SOC OPT, V3070, P322
  • [10] A radiation center representation of antenna radiation patterns on a complex platform
    Ozdemir, C
    Bhalla, R
    Ling, H
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2000, 48 (06) : 992 - 1000