LOCALIZATION OF OBJECTS WITH CIRCULAR SYMMETRY IN A NOISY IMAGE USINGWAVELET TRANSFORMS AND ADAPTED CORRELATION

Citation
C. Ducottet et al., LOCALIZATION OF OBJECTS WITH CIRCULAR SYMMETRY IN A NOISY IMAGE USINGWAVELET TRANSFORMS AND ADAPTED CORRELATION, Pattern recognition, 27(3), 1994, pp. 351-364
Citations number
9
Categorie Soggetti
Computer Sciences, Special Topics","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence
Journal title
ISSN journal
00313203
Volume
27
Issue
3
Year of publication
1994
Pages
351 - 364
Database
ISI
SICI code
0031-3203(1994)27:3<351:LOOWCS>2.0.ZU;2-M
Abstract
Two methods of detection of the position of objects with circular symm etry and variable size are presented. The methods, based on wavelet tr ansforms, allow the determination of the center of the objects in a no isy background due for example to speckle in holographic images. The f irst method uses the orthonormal wavelet transform of an image, while the second uses the correlation product of the image with an adapted r epresentation of the object. The last method is valid even for high no ise levels.