IMAGE-ANALYSIS VIA THE GENERAL-THEORY OF MOMENTS

被引：1519
作者：
TEAGUE, MR [1 ]
机构：
[1] USAF,WEAP LAB,BEAM CONTROL SYST BRANCH,KIRTLAND AFB,NM 87117
来源：
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA | 1980年 / 70卷 / 08期
关键词：
IMAGE ANALYSIS;
D O I：
10.1364/JOSA.70.000920
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
Two-dimensional image moments with respect to Zernike polynomials are defined, and it is shown how to construct an arbitrarily large number of independent, algebraic combinations of Zernike moments that are invariant to image translation, orientation, and size. This approach is contrasted with the usual method of moments. The general problem of two-dimensional pattern recognition and three-dimensional object recognition is considered within this framework. A unique reconstruction of an image in either real space or Fourier space is presented in terms of a finite number of moments. Examples of applications of the method are given. A coding scheme for image storage and retrieval is discussed.
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收藏
页码：920 / 930
页数：11
相关论文
共 18 条
[1]  
Akhiezer N. I., 1965, U MATH MONOGR
[2]   IMAGE CHOPPING TECHNIQUES FOR FAST MEASUREMENT OF IRRADIANCE DISTRIBUTION PARAMETERS [J].
BAREKET, N ;
WOLFE, WL .
APPLIED OPTICS, 1979, 18 (03) :389-392
[3]  
Born M., 1975, PRINCIPLES OPTICS, VFifth
[4]  
CASASENT D, UNPUBLISHED
[5]  
COURANT R, 1953, METHODS MATH PHYSICS
[6]   UNIQUENESS QUESTION IN PROBLEM OF PHASE RETRIEVAL FROM INTENSITY MEASUREMENTS [J].
DEVANEY, AJ ;
CHIDLAW, R .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1978, 68 (10) :1352-1354
[7]   AIRCRAFT IDENTIFICATION BY MOMENT INVARIANTS [J].
DUDANI, SA ;
BREEDING, KJ ;
MCGHEE, RB .
IEEE TRANSACTIONS ON COMPUTERS, 1977, 26 (01) :39-45
[8]   PHASE RETRIEVAL FROM MODULUS DATA [J].
GONSALVES, RA .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1976, 66 (09) :961-964
[9]  
Goodman J. W., 2005, INTRO FOURIER OPTICS
[10]  
Hart P, 1973, PATTERN CLASSIFICATI
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