Title :
Enhancement of medical images in the shearlet domain
Author_Institution :
Sch. of Phys. & Commun. Electron., Jiangxi Normal Univ., Nanchang, China
Abstract :
In this paper, a new contrast enhancement method is implemented to medical images by applying local range modification on shearlet coefficients. The proposed method is evaluated by the contrast improvement index (CII) and results show that the method is superior to other methods. Moreover, resulting images show that the proposed method can enhance useful features in medical images and improve the visualization of medical images.
Keywords :
image enhancement; medical image processing; wavelet transforms; contrast enhancement method; contrast improvement index; local range modification; medical image enhancement; medical image visualization; shearlet domain; Biomedical imaging; Histograms; Image edge detection; Indexes; Visualization; Wavelet transforms; contrast enhancement; local range modification; medical image; shearlet;
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2013 3rd International Conference on
Conference_Location :
Dalian
DOI :
10.1109/ICCSNT.2013.6967103