Title :
Image Processing Based on Fuzzy Cellular Automata Model
Author :
Wang, Hong ; Jiang, Junna ; Zhou, Lihui ; Du, Liping
Author_Institution :
Coll. of Sci., Hebei Polytech. Univ., Tangshan, China
Abstract :
For the task of image segmentation in image processing, we propose an arithmetic of image processing based on fuzzy cellular automata. It combines the theory of cellular automata and fuzzy rule to establish a model of fuzzy cellular automata. Thus, the pixels whose grey level is between object and background can be handled well, and good result of image segmentation can be got. In medical image processing, follicle recognition problem of ultrasonic images of ovaries is important and difficult. And it is well solved by using fuzzy cellular automata.
Keywords :
cellular automata; fuzzy set theory; image segmentation; follicle recognition problem; fuzzy cellular automata model; image segmentation; medical image processing; ultrasonic images; Automata; Automatic control; Biological system modeling; Evolution (biology); Fuzzy control; Fuzzy sets; Image processing; Image segmentation; Mathematical model; Process control;
Conference_Titel :
Innovative Computing, Information and Control (ICICIC), 2009 Fourth International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-4244-5543-0
DOI :
10.1109/ICICIC.2009.235