Performance Analysis of Parallel Matrix Multiplication Algorithms Used in Image Processing
Ziad Alqadi, Musbah Jumah Aqel · 2009
Abstract: In this paper, some basic image restoration problems are presented to introduce the importance of fast linear algebra algorithms. Then, an overview to some basic systolic arrays algorithms and mapping principles of these algorithms into systolic arrays is shown. Special attention has been done to the adaptive image filtering techniques. Moreover, the Singular Value Decomposition has been applied in a twodimensional adaptive FIR filtering technique. However, a two-dimensional adaptive algorithm based on a Singular Value Decomposition (SVD) method will be presented using systolic arrays that is applied in the area of image processing. Key words: