THE CANONICAL COORDINATES METHOD FOR PATTERN DEFORMATION - THEORETICAL AND COMPUTATIONAL CONSIDERATIONS

被引：29

作者：

SEGMAN, J

RUBINSTEIN, J

ZEEVI, YY

机构：

[1] HARVARD UNIV,DIV APPL SCI,CAMBRIDGE,MA 02138

[2] TECHNION ISRAEL INST TECHNOL,DEPT MATH,HAIFA,ISRAEL

来源：

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 1992年 / 14卷 / 12期

关键词：

CANONICAL COORDINATES; DISTORTED PATTERNS; INVARIANCE KERNELS; LIE TRANSFORMATION GROUPS; MELLIN-FOURIER TRANSFORM; VISUAL SYSTEM;

D O I：

10.1109/34.177382

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A method for the analysis of deformed patterns is presented and analyzed. The image is transformed into a new set of coordinates in which the deformation has a particular simple form. A number of deformations are considered. The practical implementation of the method is discussed. We also consider similar aspects of biological vision.

引用

页码：1171 / 1183

页数：13

共 25 条

[1] A SAMPLING THEOREM FOR THE COMPLEX SPECTROGRAM, AND GABOR EXPANSION OF A SIGNAL IN GAUSSIAN ELEMENTARY SIGNALS
BASTIAANS, MJ
[J]. OPTICAL ENGINEERING, 1981, 20 (04) : 594 - 598
[2] SUBJECTIVE LORENTZ TRANSFORMATIONS AND PERCEPTION OF MOTION
CAELLI, T
HOFFMAN, W
LINDMAN, H
[J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1978, 68 (03) : 402 - 411
[3] CAMPBELL JE, 1966, INTRO TREATISE LIES
[4] CASSASENT D, 1976, OPT COMMUN, V17, P59
[5] CASSASENT D, 1976, APPL OPTICS, V15, P1795
[6] CASSASENT D, 1977, P IEEE, V65, P77
[7] DAUGMAN JG, 1988, IEEE T ACOUSTICS SPE, V36
[8] DUDA RO, 1974, PATTERN CLASSIFICATI
[9] RELATIONSHIP BETWEEN INTEGRAL TRANSFORM INVARIANCES AND LIE GROUP-THEORY
FERRARO, M
CAELLI, TM
[J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1988, 5 (05): : 738 - 742
[10] Gabor D., 1946, J IEE LOND, V93, P429, DOI [DOI 10.1049/JI-1.1947.0015, DOI 10.1049/JI-3-2.1946.0074]

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