Invariant ridgelet-Fourier descriptor for pattern recognition

被引：0
|
作者：
Chen, G. Y. [1 ]
Bui, T. D. [1 ]
Krzyzak, A. [1 ]
机构：
[1] Concordia Univ, Dept Comp Sci, 1455 De Maisonneuve W, Montreal, PQ H3G 1M8, Canada
来源：
18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS | 2006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, we present a novel descriptor for feature extraction by using a combination of ridgelets and Fourier transform. We have successfully implemented ridgelets on the circular disk containing the pattern and applied Fourier transform on the resulting ridgelet coefficients to extract rotation-invariant features for pattern recognition. The descriptor is very robust to Gaussian noise even when the noise level is high. Experimental results show that the new descriptor is a very good choice for pattern recognition.
引用
收藏
页码：768 / +
页数：2
相关论文
共 50 条
  • [31] Moment-based local binary patterns: A novel descriptor for invariant pattern recognition applications
    Papakostas, G. A.
    Koulouriotis, D. E.
    Karakasis, E. G.
    Tourassis, V. D.
    NEUROCOMPUTING, 2013, 99 : 358 - 371
  • [32] Edge direction matrixes-based local binary patterns descriptor for invariant pattern recognition
    Talab, Mohammed Ahmed
    Abdullah, Siti Norul Huda Sheikh
    Razalan, Mohammad Hakim Assiddiq
    2013 INTERNATIONAL CONFERENCE OF SOFT COMPUTING AND PATTERN RECOGNITION (SOCPAR), 2013, : 13 - 18
  • [33] A Fourier-radial descriptor algorithm for invariant feature extraction
    Sastry, CS
    Pujari, AK
    Deekshatulu, BL
    INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2006, 4 (01) : 197 - 212
  • [34] Application of affine invariant Fourier descriptor to shapebased image retrieval
    Ekombo, P. Lionel Evina
    Ennahnahi, Noureddine
    Oumsis, Mohammed
    Meknassi, Mohammed
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2009, 9 (07): : 240 - 247
  • [35] FREQUENCY-DOMAIN FOURIER-MELLIN DESCRIPTORS FOR INVARIANT PATTERN-RECOGNITION
    SHENG, YL
    LEJEUNE, C
    ARSENAULT, HH
    OPTICAL ENGINEERING, 1988, 27 (05) : 354 - 357
  • [36] Rotation invariant color pattern recognition by use of a three-dimensional Fourier transform
    Gualdrón, O
    Nicolás, J
    Campos, J
    Yzuel, MJ
    APPLIED OPTICS, 2003, 42 (08) : 1434 - 1440
  • [37] Composite Fourier-plane nonlinear filter for distortion-invariant pattern recognition
    Javidi, B
    Wang, WL
    Zhang, GS
    OPTICAL ENGINEERING, 1997, 36 (10) : 2690 - 2696
  • [38] INVARIANT PATTERN-RECOGNITION USING FOURIER-MELLIN TRANSFORMS AND NEURAL NETWORKS
    SHENG, YL
    LEJEUNE, C
    JOURNAL OF OPTICS-NOUVELLE REVUE D OPTIQUE, 1991, 22 (05): : 223 - 228
  • [39] A Fourier Descriptor based on Zernike Invariant Moments in Spherical Coordinates for 3D Pollen Image Recognition
    Xie Yonghua
    Xu Zhaofei
    2015 8TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI), 2015, : 453 - 457
  • [40] Distortion invariant pattern recognition using composite Fourier-plane nonlinear filtering
    Javidi, B
    Wang, WL
    Zhang, GS
    ALGORITHMS, DEVICES, AND SYSTEMS FOR OPTICAL INFORMATION PROCESSING, 1997, 3159 : 14 - 29
12345