DocumentCode :
2085529
Title :
Adaptive contour coding using warped polynomials
Author :
Philips, Wilfried
Author_Institution :
ELIS, Ghent Univ., Belgium
Volume :
4
fYear :
1996
fDate :
7-10 May 1996
Firstpage :
1866
Abstract :
This paper presents a new method for compactly representing contours. The new method is a generalization of the Fourier descriptor (FD) method. Like the FD method it approximates a complex-valued parameter representation of the contour by a trigonometric polynomial (TP). In the FD method, the TP is the best least mean squares approximation of the parameter representation. However, the mean squared error is not a good a criterion for judging the accuracy of a contour approximation. The paper proposes a better criterion and a method for computing the corresponding optimal TP. It shows that computing this optimal TP is equivalent to fitting a so-called warped TP to the parameter representation in the least mean squares sense. The paper presents preliminary results which show that the new method produces more accurate contour approximations than FD approximations of the same degree
Keywords :
Fourier series; adaptive codes; approximation theory; edge detection; image coding; image representation; least mean squares methods; polynomials; Fourier descriptor method; adaptive contour coding; complex-valued parameter representation; contour approximation; contour representation; image coding; least mean squares approximation; line drawings; trigonometric polynomial; warped polynomials; Bit rate; Fourier series; Image coding; Image segmentation; Least squares approximation; Microwave integrated circuits; Motion analysis; Pattern recognition; Polynomials; Shape;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
ISSN :
1520-6149
Print_ISBN :
0-7803-3192-3
Type :
conf
DOI :
10.1109/ICASSP.1996.544813
Filename :
544813
Link To Document :
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