DocumentCode :
143981
Title :
X-ray image enhancement using a modified anisotropic diffusion
Author :
Septiana, Lina ; Kang-Ping Lin
Author_Institution :
Dept. of Electr. Eng., Krida Wacana Christian Univ., Jakarta, Indonesia
fYear :
2014
fDate :
11-14 April 2014
Firstpage :
1
Lastpage :
4
Abstract :
This study presents a novel X-ray image enhancement method. The method proposed in this study is an improved method from Perona-Malik anisotropic diffusion to enhance the quality of X-ray image. This improvement is implemented by combining histogram equalization, Perona-Malik anisotropic diffusion, and a weighted K-means clustering. The result from the real X-ray image shows that the proposed algorithm can improve the image quality of the original low dose x-ray image and make it become more reliable.
Keywords :
diagnostic radiography; image enhancement; medical image processing; pattern clustering; Modified Anisotropic Diffusion; Perona-Malik anisotropic diffusion; X-ray image enhancement method; histogram equalization; image quality; weighted K-means clustering; Anisotropic magnetoresistance; Biomedical imaging; Histograms; Image edge detection; Image enhancement; Noise; X-ray imaging; Anisotropic diffusion; Image enhancement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioelectronics and Bioinformatics (ISBB), 2014 IEEE International Symposium on
Conference_Location :
Chung Li
Print_ISBN :
978-1-4799-2769-2
Type :
conf
DOI :
10.1109/ISBB.2014.6820940
Filename :
6820940
Link To Document :
بازگشت