Title :
Development of advanced contrast enhancement technique for mammographie images
Author :
Das, Aruneema ; Bhattacharya, Mahua
Author_Institution :
Dept. of Radio Phys. & Electron., Univ. of Calcutta, Kolkata, India
fDate :
Oct. 30 2012-Nov. 2 2012
Abstract :
In the present study, we have applied the process of image enhancement to mammographic images. This study has examined the problem of fuzziness/impreciseness of mammograms such as inhomogeneous background, low contrast, indistinct borders, small and ill-defined shapes, varying intensities of the suspicious regions and low distinguishability from their surroundings. Though fuzzy logic based contrast enhancement technique has good potential to handle the problem of impreciseness in mammograms, more generalized and flexible Vague Set theory is appropriate to capture the vagueness of mammograms.
Keywords :
fuzzy logic; image enhancement; mammography; medical image processing; advanced contrast enhancement technique; flexible vague set theory; fuzzy logic based contrast enhancement technique; image enhancement; mammographic images; suspicious regions; Communications technology; Decision support systems; Contrast enhancement; Fuzzy logic; Median membership fuction; Vague Set approach;
Conference_Titel :
Information and Communication Technologies (WICT), 2012 World Congress on
Conference_Location :
Trivandrum
Print_ISBN :
978-1-4673-4806-5
DOI :
10.1109/WICT.2012.6409072