Title :
Rational dilation and wavelet transform based enhancement method for medical images
Author :
Bhatia, Parteek ; Kumari, Ratnesh
Author_Institution :
Galgotias Univ., Noida, India
Abstract :
In medical image processing, feature details are important to preserve while enhancing the images. Presence of speckle affects the quality and contrast resolution. A method based on combination of rational dilation and wavelet transform techniques to enhance the speckle noise affected medical image is presented in this paper. Experimental results shows that the use of bilateral filter and different thresholding schemes are applied to the noisy RAWDT coefficients, which improved the visual quality of the ultrasound images.
Keywords :
feature extraction; image enhancement; image resolution; image segmentation; medical image processing; speckle; wavelet transforms; bilateral filter; contrast resolution; feature details; medical image enhancement; medical image processing; noisy RAWDT coefficients; rational dilation; speckle affects; speckle noise; thresholding schemes; ultrasound images; visual quality; wavelet transform based enhancement method; Rational Dilation; Speckle Noise; Thresholding; Ultrasound Images; Wavelet transform;
Conference_Titel :
Confluence 2013: The Next Generation Information Technology Summit (4th International Conference)
Conference_Location :
Noida
Electronic_ISBN :
978-1-84919-846-2
DOI :
10.1049/cp.2013.2336