Invariant 2D object recognition using the modulus maxima of a continuous wavelet transform

被引：0
|
作者：
Khalil, MI [1 ]
Bayoumi, MM [1 ]
机构：
[1] Queens Univ, Dept Elect & Comp Engn, Kingston, ON, Canada
来源：
PROCEEDINGS OF THE IEEE-EURASIP WORKSHOP ON NONLINEAR SIGNAL AND IMAGE PROCESSING (NSIP'99) | 1999年
关键词：
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, a technique is proposed to recognize 2D objects under translation, rotation, and scale transformation. The technique is based on the continuous wavelet transform and neural networks. Experimental results are presented and compared with traditional methods. The experimental results showed that this refined technique was successfully capable of classifying the objects and that it outperformed some traditional methods especially in the presence of noise.
引用
收藏
页码：234 / 238
页数：5
相关论文
共 50 条
  • [1] Invariant 2D object recognition using the wavelet modulus maxima
    Khalil, MI
    Bayoumi, MM
    [J]. PATTERN RECOGNITION LETTERS, 2000, 21 (09) : 863 - 872
  • [2] Invariant 2D object recognition using the wavelet transform and structured neural networks
    Khalil, MI
    Bayoumi, MM
    [J]. WAVELET APPLICATIONS VI, 1999, 3723 : 330 - 340
  • [3] Recognition of partially occluded 2D objects using the wavelet modulus maxima
    Khalil, MI
    Bayoumi, MM
    [J]. WAVELET APPLICATIONS IN SIGNAL AND IMAGE PROCESSING VII, 1999, 3813 : 761 - 771
  • [4] a 2D Invariant Object Recognition Using Log-Polar Transform
    Matungka, Rittavee
    Zheng, Yuan F.
    Ewing, Robert L.
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 223 - +
  • [5] USING GRA FOR 2D INVARIANT OBJECT RECOGNITION
    Sun, T. -H.
    Liu, J. C.
    Tang, C. -H.
    Tien, F. -C.
    [J]. ICEIS 2009 : PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL AIDSS, 2009, : 108 - 112
  • [6] Reconstruction from 2-D wavelet transform modulus maxima using projection
    Liew, AWC
    Law, NF
    [J]. IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING, 2000, 147 (02): : 176 - 184
  • [7] Affine invariant object recognition using dyadic wavelet transform
    Khalil, MI
    Bayoumi, MM
    [J]. 2000 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, CONFERENCE PROCEEDINGS, VOLS 1 AND 2: NAVIGATING TO A NEW ERA, 2000, : 421 - 425
  • [8] Shape recognition based on wavelet-transform modulus maxima
    Cheikh, FA
    Quddus, A
    Gabbouj, M
    [J]. ICECS 2000: 7TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS & SYSTEMS, VOLS I AND II, 2000, : 461 - 464
  • [9] Computationally efficient wavelet affine invariant functions for 2D object recognition
    Bala, E
    Cetin, AE
    [J]. 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 1, PROCEEDINGS, 2003, : 1061 - 1064
  • [10] Recognition of 2D object contours using the wavelet transform zero-crossing representation
    Tieng, QM
    Boles, WW
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1997, 19 (08) : 910 - 916
12345