Title :
Region-based segmentation of Hexagonal digital images using membrane computing
Author :
Isawasan, Pradeep ; Venkat, Ibrahim ; Subramanian, K.G. ; Khader, Ahamad ; Osman, Omar ; Christinal, Hepzibah
Author_Institution :
Univ. Sains Malaysia, Minden, Malaysia
Abstract :
P system is a distributed and parallel computing model in membrane computing, processing multisets of symbol objects in a localized manner. This computational model has proved to be a robust framework for modelling a variety of situations arising in very different areas, for instance, investigation of problems related to digital images. In this paper, we develop a P system for handling region-based segmentation of two-dimensional hexagonal digital images motivated by a corresponding model for rectangular digital images and point out the utility of these P systems for segmenting groups of crowds.
Keywords :
biocomputing; image segmentation; parallel processing; P system; distributed computing model; hexagonal digital images; membrane computing; parallel computing model; region-based segmentation; Biomembranes; Computational modeling; Digital images; Image color analysis; Image segmentation; Parallel processing; Radiation detectors;
Conference_Titel :
Membrane Computing (ACMC), 2014 Asian Conference on
Print_ISBN :
978-1-4799-8011-6
DOI :
10.1109/ACMC.2014.7065806