Title :
Design and applications of 2D directional filters based on frequency transformations
Author :
Matei, Radu ; Matei, Daniela
Author_Institution :
Fac. of Electron., Telecommun. & Inf. Technol., Tech. Univ. of Iasi, Iasi, Romania
Abstract :
We present a new approach to the design of 2D recursive filters, with a directionally-selective frequency response. Two analytical design methods are proposed, based on digital prototype filters and complex frequency transformations, determined using rational approximations and the bilinear transform. Design examples are presented for given specifications. The resulted filters are efficient, of low complexity and relatively high selectivity. They find useful applications in image processing, like detecting lines with a given orientation from an image.
Keywords :
approximation theory; filtering theory; object detection; recursive filters; transforms; 2D directional filters; 2D recursive filter design; bilinear transform; complex frequency transformations; digital prototype filters; image processing; line detection; rational approximations;
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg