Title :
Harmonic models of shape transformations in digital images and patterns
Author :
Li, Z.C. ; Suen, C.Y. ; Bui, T.D. ; Gu, Q.L.
Author_Institution :
Centre de Recherche Inf. de Montreal Inc., Que., Canada
Abstract :
A harmonic model of shape transformations is presented. In this model, harmonic functions are governed by the Laplace equation. This model can convert all image or a pattern to another with arbitrary shapes. The transformation process is harmonic, without abruptness and discontinuity. This model can be used to generate and recognize handwritten Roman letters and Chinese characters, fingerprints, and other types of digitized images and patterns. The algorithms of the harmonic models involve partial differential equations and their numerical solutions. Therefore, an intrinsic link between pattern images and numerical methods is presented
Keywords :
Laplace transforms; character recognition; computerised picture processing; partial differential equations; Chinese characters; Laplace equation; Roman letters; character recognition; computerised picture processing; digital images; fingerprints; harmonic model; partial differential equations; shape transformations; Character generation; Character recognition; Digital images; Fingerprint recognition; Handwriting recognition; Image converters; Image recognition; Laplace equations; Pattern recognition; Shape;
Conference_Titel :
Pattern Recognition, 1990. Proceedings., 10th International Conference on
Conference_Location :
Atlantic City, NJ
Print_ISBN :
0-8186-2062-5
DOI :
10.1109/ICPR.1990.119319