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JOURNALS // Numerical methods and programming // Archive

Num. Meth. Prog., 2010 Volume 11, Issue 1, Pages 88–94 (Mi vmp297)

Вычислительные методы и приложения

Parallel implementation of 2D IIR-filters using image processing distributed systems

A. V. Nikonorov, M. G. Milyutkin, V. A. Fursov

S. P. Korolyov Samara State Aerospace University

Abstract: This paper deals with the technology of generation and identification of 2D IIR-filter characteristics. For the characteristic identification, small test fragments of an image are used; these fragments are formed from a distorted image using the prior information on the geometric form of objects. 2D IIR-filter is generated as parallel casual filters with a mask in the form of a quadrant. A distributed system architecture is proposed with consideration of data parallelism for high-resolution images and the parallel message passing with regard to the IIR-filter structure.

Keywords: digital image processing; IIR-filter (infinite impulse response filter); identification; distributed computing.

UDC: 681.3, 621.372.542



© Steklov Math. Inst. of RAS, 2024