Title :
Representing plane closed curves with Hartley descriptors
Author :
Legrand, L. ; Khalil, K. ; Dipanda, A.
Author_Institution :
Inf. Med., Bourgogne Univ., Dijon, France
Abstract :
We present a new method of synthesis and analysis of closed curves based upon the real Hartley transform. We have already shown elsewhere that periodic functions can be described by Hartley series. We show here that these Hartley series can be used to represent real closed curves with real coefficients. We introduce the real Hartley descriptors in the tangential and the polar representations, as well as in the polygonal representation. We extend the theory to the complex Hartley descriptors in the case of a complex representation. We then study the problem of normalization of these descriptors in the case of polar and complex representations. Finally we present results obtained in the area of classification and pattern recognition
Keywords :
Hartley transforms; image classification; image reconstruction; image representation; object recognition; series (mathematics); Hartley series; Hartley transform; classification; closed curves analysis; closed curves synthesis; complex Hartley descriptors; complex representation; normalization; pattern recognition; periodic functions; plane closed curves representation; polar representation; polygonal representation; real Hartley descriptors; real coefficients; reconstruction theorem; tangential representation; Biological information theory; Biomedical imaging; Cells (biology); Fourier transforms; Image coding; Image processing; Image reconstruction; Layout; Pattern recognition; Shape;
Conference_Titel :
Image Processing, 1995. Proceedings., International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-8186-7310-9
DOI :
10.1109/ICIP.1995.537644