Title :
Method of Image Processing Based on Fractal and GA
Author :
Li, Haijun ; Zhang, Wei
Author_Institution :
Coll. of Machinery & Electr. Eng., Inner Mongolia Agric. Univ., Hohhot
Abstract :
Aiming at the characteristics of the marrow cell image, proposed a new method to calculate local regularity and got a appropriate threshold using multi-fractal spectrum so that accurate edges of different kinds of cells can be detected. Proposed a new genetic clustering algorithm based on entropy to classify the marrow cells. Through the experiences, better result can be attained.
Keywords :
cellular biophysics; fractals; genetic algorithms; image segmentation; medical image processing; pattern clustering; genetic algorithm; genetic clustering algorithm; image processing; image segmentation; marrow cell image; multi-fractal spectrum; Appropriate technology; Cells (biology); Clustering algorithms; Educational institutions; Educational technology; Fractals; Genetics; Image edge detection; Image processing; Image segmentation; GA; fractal; image processing;
Conference_Titel :
Education Technology and Computer Science, 2009. ETCS '09. First International Workshop on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4244-3581-4
DOI :
10.1109/ETCS.2009.242
