COORDINATE-TRANSFORMED FILTER FOR SHIFT-INVARIANT AND SCALE-INVARIANTPATTERN-RECOGNITION

Citation
D. Cojoc et al., COORDINATE-TRANSFORMED FILTER FOR SHIFT-INVARIANT AND SCALE-INVARIANTPATTERN-RECOGNITION, Applied optics, 36(20), 1997, pp. 4812-4815
Citations number
16
Categorie Soggetti
Optics
Journal title
ISSN journal
00036935
Volume
36
Issue
20
Year of publication
1997
Pages
4812 - 4815
Database
ISI
SICI code
0003-6935(1997)36:20<4812:CFFSAS>2.0.ZU;2-X
Abstract
A variable radial coordinate transformation of the phase-only filter ( POF) that is dependent on the energy's angular distribution of the tar get spectrum is used to perform shift- and scale-invariant pattern rec ognition. The POF of a basic size target and the cumulative energy of its angular distribution are calculated. The filter function is then t ransformed by means of stretching along the radial coordinate so that the same energy contribution to the correlation peak is provided for a ny size target. The maximum ratio for recognizing scaled objects is 1: 1.5. Computer simulations and optical experiments showing the performa nces of the filter are presented. (C) 1997 Optical Society America.