Enhanced rotation and scale invariant target detection using the fringe-adjusted joint transform correlation

被引:0
|
作者
El-Saba, A. M. [1 ]
Alam, M. S. [1 ]
Sakla, W. [1 ]
机构
[1] Univ S Alabama, Dept Elect & Comp Engn, Mobile, AL 36608 USA
来源
关键词
invariant target recognition; optical processing; and enhanced synthetic discriminant function;
D O I
10.1117/12.666614
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a novel synthetic discriminant function (SDF) formulated from the Laplacian-enhanced (L) training images for the rotation and scale invariant target detection. It is shown that the proposed LSDF yields significantly improved correlation performance compared to the traditional SDF. Since the LSDF is formulated off line, it does not have any burden on the processing speed of the system.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] Color pattern recognition using fringe-adjusted joint transform correlation
    Alam, MS
    Wai, CN
    OPTICAL ENGINEERING, 2001, 40 (11) : 2407 - 2413
  • [32] A Rotation-Invariant Pattern Recognition Using Spectral Fringe-Adjusted Joint Transform Correlator and Histogram Representation
    Sidike, Paheding
    Aspiras, Theus
    Asari, Vijayan K.
    Alam, Mohammad S.
    OPTICAL PATTERN RECOGNITION XXV, 2014, 9094
  • [33] Enhanced fingerprint identification using dynamic neural network and fringe-adjusted joint transform correlation
    Bal, A
    Alam, MS
    El-Saba, AM
    Optical Pattern Recognition XVI, 2005, 5816 : 195 - 202
  • [34] Fringe-adjusted joint transform correlation based hetero-associative target tracking
    Alam, MS
    Khan, JF
    Bal, A
    AUTOMATIC TARGET RECOGNITION XIV, 2004, 5426 : 176 - 187
  • [35] Three-dimensional fringe-adjusted joint transform correlation
    Alam, MS
    Goh, SF
    APPLIED OPTICS, 2004, 43 (18) : 3680 - 3685
  • [36] Phase-encoded fringe-adjusted joint transform correlation
    Alam, MS
    OPTICAL ENGINEERING, 2000, 39 (05) : 1169 - 1176
  • [37] Fringe-adjusted nonlinear incoherent erasure joint transform correlation
    Alam, MS
    Khoury, J
    OPTICAL MEMORY AND NEURAL NETWORKS, 1998, 3402 : 362 - 373
  • [38] 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
  • [39] Optical implementation of SDF based fringe-adjusted joint transform correlation for invariant pattern recognition
    Horache, E
    Alam, MS
    Loo, C
    OPTICAL PATTERN RECOGNITION XVI, 2005, 5816 : 152 - 162
  • [40] Distortion-invariant class-associative multiple target detection using fractional power fringe-adjusted joint transform correlator
    Bhuiyan, SMA
    Islam, MN
    Alam, MS
    AUTOMATIC TARGET RECOGNITION XIV, 2004, 5426 : 409 - 417