Title :
Analysis and processing of medical CT image based multifractal theory
Author :
Qi, Dawei ; Yu, Lei
Author_Institution :
Coll. of Sci., Northeast Forestry Univ., Harbin
Abstract :
With the development of computer technology, computer medical image has gained a lot of importance in the clinical diagnosis and remedies. Its clinical application has a close link with image processing technology. Moreover, edge detection is one of the most important methods in the processing. A method in medical image edge detection based on multifractal theory is applied in the paper. The Holder exponent of image pixels is computed first, then its multifractal spectrum is estimated and different image pixels are classified, smoothing edge point; singular edge point. Based on multifractal theory, the set with both singular edge points and smoothing edge points is the set of image edge points. Experimental result showed that the method of image processing based on multifractal theory is a more effective and more local method.
Keywords :
computerised tomography; edge detection; fractals; medical image processing; clinical diagnosis; computer medical image; holder exponent; image processing technology; medical CT image; medical image edge detection; multifractal theory; Biomedical imaging; Clinical diagnosis; Computed tomography; Fractals; Image analysis; Image edge detection; Image processing; Medical diagnostic imaging; Pixel; Smoothing methods; Holder exponent; Image processing; Multifractal spectrum; Multifractal theory;
Conference_Titel :
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-1733-9
Electronic_ISBN :
978-1-4244-1734-6
DOI :
10.1109/CCDC.2008.4597708