Radial Zernike moment invariants

被引:0
|
作者
Zernike, R [1 ]
机构
[1] Georgia State Univ, Dept Comp Sci, Atlanta, GA 30303 USA
关键词
invariance; moment invariants; radial moments; pattern recognition; feature extraction;
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
Radial Zernike moment invariants are special case from the complex Zernike moment invariants The radial and angular dependence of Zernike moments is naturally separable which makes them very suitable features for achieving rotational invarinces. The major drawback of Zernike moments in general and radial Zernike moments in particular is the scale and translation invariance can only be achieved by relating them to the central regular moments. In this paper we explicitly make Radial Zernike moments invariant to scale, translation and rotation directly without the need to use the regular moments. The proposed form of Radial Zernike moment invariants is extensively tested using several gray level images. The results clearly demonstrate the effectiveness of this new method and superiority over the traditional Zernike moment invariants.
引用
收藏
页码:790 / 795
页数:6
相关论文
共 50 条
  • [1] Palmprint authentication with Zernike moment invariants
    Pang, YH
    Connie, T
    Jin, ATB
    Ling, DNC
    PROCEEDINGS OF THE 3RD IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, 2003, : 199 - 202
  • [2] Color scene classification by Zernike moment invariants
    Zhou, YJ
    Celenk, M
    VISUAL INFORMATION PROCESSING X, 2001, 4388 : 46 - 55
  • [3] Zernike moment invariants based iris recognition
    Lu, CH
    Lu, ZY
    ADVANCES IN BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS, 2004, 3338 : 554 - 561
  • [4] DEGRADED IMAGE ANALYSIS USING ZERNIKE MOMENT INVARIANTS
    Ji, Hanjie
    Zhu, Hongqing
    2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS, 2009, : 1941 - 1944
  • [5] Bacterial phenotype identification using Zernike moment invariants
    Bayraktar, Bulent
    Banada, Padmapriya P.
    Hirleman, E. Daniel
    Bhunia, Arun K.
    Robinson, J. Paul
    Rajwa, Bartek
    ADVANCED BIOMEDICAL AND CLINICAL DIAGNOSTIC SYSTEMS IV, 2006, 6080
  • [6] SHAPE-RECOGNITION USING ZERNIKE MOMENT INVARIANTS
    BELKASIM, SO
    SHRIDHAR, M
    AHMADI, M
    TWENTY-THIRD ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2: CONFERENCE RECORD, 1989, : 167 - 171
  • [7] Combined invariants to blur and rotation using Zernike moment descriptors
    Zhu, Hongqing
    Liu, Min
    Ji, Hanjie
    Li, Yu
    PATTERN ANALYSIS AND APPLICATIONS, 2010, 13 (03) : 309 - 319
  • [8] Visual force measurement using pseudo Zernike moment invariants
    Hu, Wen
    Liu, Hong-Tao
    Hu, Chun
    Fan, Ming-Xia
    Mo, Jin-Qiu
    Wang, Shi-Gang
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2013, 47 (04): : 589 - 593
  • [9] Combined invariants to blur and rotation using Zernike moment descriptors
    Hongqing Zhu
    Min Liu
    Hanjie Ji
    Yu Li
    Pattern Analysis and Applications, 2010, 13 : 309 - 319
  • [10] Radial Tchebichef moment invariants for image recognition
    Xiao, Bin
    Ma, Jian-Feng
    Cui, Jiang-Tao
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2012, 23 (02) : 381 - 386