Title :
A clustering approach to vector mathematical morphology
Author :
Vertan, Constantin ; Malciu, Marius ; Zaharia, Titus ; Buzuloiu, Vasile
Author_Institution :
Dept. of Appl. Electron., Univ. Polytech. Bucharest, Romania
Abstract :
The processing and analysis of vector valued signals has become in the last decade a major field of interest. The direct extension of classical processing methods for the scalar signals is not always possible. The mathematical morphology viewed as a processing technique for gray images is such that it cannot be extended easily. In this paper we present an approach to the vector mathematical morphology based on clustering techniques in the signal sample space
Keywords :
mathematical morphology; signal processing; vectors; clustering techniques; gray images; signal sample space; vector mathematical morphology; vector valued signal processing; Decorrelation; Filters; Image analysis; Morphology; Multidimensional signal processing; Multidimensional systems; Signal analysis; Signal processing; Topology; Vectors;
Conference_Titel :
Electronics, Circuits, and Systems, 1996. ICECS '96., Proceedings of the Third IEEE International Conference on
Conference_Location :
Rodos
Print_ISBN :
0-7803-3650-X
DOI :
10.1109/ICECS.1996.582749
