DocumentCode :
2714557
Title :
X-ray angiogram image enhancement in DSA with generalized fuzzy operator
Author :
Xinqi, Yuan ; Shujun, Zhao ; Fugen, Zhou ; Tao, Zhang ; Weiwei, Fu ; Chuan, Xu ; Min, Liu
Author_Institution :
Coll. of Phys. Eng., Zhengzhou Univ., Zhengzhou, China
fYear :
2011
fDate :
3-5 Nov. 2011
Firstpage :
170
Lastpage :
173
Abstract :
It is believed that fuzzy set theory is a useful tool for handling the uncertainty associated with vagueness and/or imprecision. In this paper, by using a fuzzy entropy approach, a novel adaptive image fuzzy enhancement algorithm is presented. After a general discussion on fuzzy entropy, the concept of elementary entropy function of a fuzzy set is introduced. Using this mapping, the selection of the threshold value in image enhancement is beneficial to a certain extent. The second part of the paper investigates the applicability of the generalized fuzzy operator (GFO), which not only has a closing character and an automatic-adjusting character, but also has a transplant character to other enhancement arithmetic. One typical example is used for evaluation this algorithm at last, which is the X-ray angiogram image come from the Digital Subtraction Angiography (DSA).
Keywords :
diagnostic radiography; entropy; fuzzy systems; image enhancement; medical image processing; X-ray angiogram image enhancement; automatic-adjusting character; digital subtraction angiography; enhancement arithmetic; fuzzy entropy; fuzzy set theory; generalized fuzzy operator; transplant character; Entropy; Fuzzy set theory; Fuzzy sets; Histograms; Image edge detection; Image enhancement; Noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioelectronics and Bioinformatics (ISBB), 2011 International Symposium on
Conference_Location :
Suzhou
Print_ISBN :
978-1-4577-0076-7
Type :
conf
DOI :
10.1109/ISBB.2011.6107673
Filename :
6107673
Link To Document :
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