Title :
Matrix representation of composite morphological function processing systems
Author :
Sung-Jea Ko ; Morales, Aldo ; Lee, Kyung-Hoon
Author_Institution :
Dept. of Electron. Eng., Korea Univ., Seoul, South Korea
Abstract :
This paper presents an efficient real-time implementation method for grayscale function processing (FP) systems. The proposed method is based on matrix representation of the composites (FP) systems using the basis matrix and the block basis matrix which are extensions of the basis function. We propose a procedure to derive the basis matrix for composite FP systems from any grayscale structuring element (GSE). It is shown that opening, closing, clos-opening (CO) and open-closing (OC) are accomplished by local matrix operations rather than cascade operations and thus eliminating delays and requiring less memory storage
Keywords :
image processing; matrix algebra; real-time systems; basis function; basis matrix; block basis matrix; composite morphological function processing; grayscale function processing systems; grayscale structuring element; local matrix operations; matrix representation; real-time implementation method; Computer vision; Delay; Feature extraction; Filtering; Gray-scale; Image analysis; Morphology; Real time systems; Shape; Symmetric matrices;
Conference_Titel :
Circuits and Systems, 1993., Proceedings of the 36th Midwest Symposium on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-1760-2
DOI :
10.1109/MWSCAS.1993.343269