DocumentCode
672645
Title
Modified HL contrast enhancement technique for breast MR images
Author
Chong, Sau Siong ; Sim, K.S. ; Nia, M.E.
Author_Institution
Fac. of Eng. & Technol., Multimedia Univ., Cyberjaya, Malaysia
fYear
2013
fDate
8-10 Oct. 2013
Firstpage
360
Lastpage
364
Abstract
Magnetic resonance imaging (MRI) has higher sensitivity than mammography in breast cancer detection. However, the low contrast images produced often process difficulties in segmenting the images into regions of interest. There are various contrast enhancement techniques proposed over the years. Although these techniques shows evident contrast enhancement on general images, most of them are not suitable to apply to breast MRI images due to large portion of dark background and close gray levels between grandular tissues and fatty tissues. In this paper, a modified version of hyperbolic logarithm contrast enhancement technique is introduced. Comparisons are made visually and statistically with several existing contrast enhancement techniques.
Keywords
biomedical MRI; cancer; image enhancement; medical image processing; breast MR images; breast MRI images; breast cancer detection; hyperbolic logarithm contrast enhancement technique; magnetic resonance imaging; modified HL contrast enhancement technique; Biomedical imaging; Brightness; Histograms;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal and Image Processing Applications (ICSIPA), 2013 IEEE International Conference on
Conference_Location
Melaka
Print_ISBN
978-1-4799-0267-5
Type
conf
DOI
10.1109/ICSIPA.2013.6708033
Filename
6708033
Link To Document