Title :
Histogram Equalization for Image Enhancement Using MRI Brain Images
Author :
Senthilkumaran, N. ; Thimmiaraja, J.
Author_Institution :
Dept. of Comput. Sci. & Applic., Gandhigram Rural Inst., Dindigul, India
fDate :
Feb. 27 2014-March 1 2014
Abstract :
Medical image processing plays an essential role in providing information in wide area for such advanced images. Magnetic resonance imaging (MRI) is an advanced medical imaging technique providing rich information about the human soft tissue anatomy. MRI of the brain is an invaluable tool to help physicians to diagnose and treat various brain diseases including stroke, cancer, and epilepsy. The specific information to evaluate the diseases. Histogram equalization is one of the important steps in image enhancement technique for MRI. There are several methods of image enhancement and each of them is needed for a different type of analysis. In this paper study and compare different Techniques like Global Histogram Equalization (GHE), Local histogram equalization (LHE), Brightness preserving Dynamic Histogram equalization (BPDHE) and Adaptive Histogram Equalization (AHE) using different objective quality measures for MRI brain image Enhancement.
Keywords :
biomedical MRI; diseases; image enhancement; medical image processing; AHE; BPDHE; GHE; LHE; MRI brain image enhancement; MRI brain images; adaptive histogram equalization; brain diseases; brightness preserving dynamic histogram equalization; cancer; epilepsy; global histogram equalization; human soft tissue anatomy; image enhancement technique; local histogram equalization; magnetic resonance imaging; medical image processing; medical imaging technique; stroke; Adaptive equalizers; Brain; Brightness; Computer science; Histograms; Image enhancement; Magnetic resonance imaging; Contrast enhancement; Histogram equalization; MRI brain image; Medical image processing;
Conference_Titel :
Computing and Communication Technologies (WCCCT), 2014 World Congress on
Conference_Location :
Trichirappalli
Print_ISBN :
978-1-4799-2876-7
DOI :
10.1109/WCCCT.2014.45