Class-associative multiple target detection using fringe-adjusted joint transform correlation

被引:0
|
作者
Alam, MS [1 ]
Rahman, MM [1 ]
机构
[1] Univ S Alabama, Dept Elect & Comp Engn, Mobile, AL 36688 USA
来源
关键词
class-associative filter; multiple target detection; joint transform correlation; fringe-adjusted filter; correlation; joint power spectrum;
D O I
10.1117/12.458406
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose a class-associative correlation filter based technique for detecting a class of objects consisting of dissimilar patterns. The fringe-adjusted joint transform correlation algorithm is utilized to enhance the correlation performance, thus ensuring strong and equal correlation peak for each element of the selected class. For enhanced performance, an enhanced version of the fringe-adjusted filter is incorporated in the class-associative multiple target detection process. The feasibility of the proposed technique has been tested by computer simulation.
引用
收藏
页码:113 / 121
页数:9
相关论文
共 50 条
  • [31] Phase-encoded fringe-adjusted joint transform correlation
    Alam, MS
    OPTICAL ENGINEERING, 2000, 39 (05) : 1169 - 1176
  • [32] Scale-invariant fringe-adjusted joint transform correlation
    Alam, MS
    Chen, XW
    Karim, MA
    OPTICAL PATTERN RECOGNITION VIII, 1997, 3073 : 288 - 298
  • [33] Multiple object detection in hyperspectral imagery using spectral fringe-adjusted joint transform correlator
    Sidike, Paheding
    Asari, Vijayan K.
    Alam, Mohammad S.
    IMAGE PROCESSING: MACHINE VISION APPLICATIONS VIII, 2015, 9405
  • [34] Fringe-adjusted nonlinear incoherent erasure joint transform correlation
    Alam, MS
    Khoury, J
    OPTICAL MEMORY AND NEURAL NETWORKS, 1998, 3402 : 362 - 373
  • [35] Hyperspectral target detection via discrete wavelet-based spectral fringe-adjusted joint transform correlation
    Sakla, Adel A.
    Sakla, Wesam A.
    Alam, Mohammad S.
    APPLIED OPTICS, 2011, 50 (28) : 5545 - 5554
  • [36] Spectrally-invariant synthetic discriminant signature for hyperspectral target detection using spectral fringe-adjusted joint transform correlation
    El-Saba, Aed
    Sakla, Adel A.
    Sakla, Wesam A.
    AUTOMATIC TARGET RECOGNITION XX; ACQUISITION, TRACKING, POINTING, AND LASER SYSTEMS TECHNOLOGIES XXIV; AND OPTICAL PATTERN RECOGNITION XXI, 2010, 7696
  • [37] Invariant fringe-adjusted joint transform correlation-based target tracking in FLIR sequences
    Loo, CH
    Alam, MS
    OPTICAL PATTERN RECOGNITION XV, 2004, 5437 : 38 - 50
  • [38] Normalized fringe-adjusted joint transform correlator
    Li, Yuan
    Liu, Yi
    Wang, Shi-Fan
    Zhongguo Jiguang/Chinese Journal of Lasers, 2002, 29 (04): : 351 - 355
  • [39] Reference phase-encoded fringe-adjusted joint transform correlation
    Cherri, AK
    Alam, MS
    APPLIED OPTICS, 2001, 40 (08) : 1216 - 1225
  • [40] Optical pattern recognition using multiple phase-shifted-reference fringe-adjusted joint transform correlation
    Islam, Mohammed Nazrul
    Asari, K. Vijayan
    Karim, Mohammad A.
    OPTICAL ENGINEERING, 2008, 47 (09)