کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
490053 705265 2015 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Mammographic Image Enhancement Using Indirect Contrast Enhancement Techniques – A Comparative Study
ترجمه فارسی عنوان
بهبود تصویر ماموگرافی با استفاده از تکنیک های تقویت کنتراست غیر مستقیم؟ یک مطالعه تطبیقی؟
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

Contrast enhancement is an important issue in the field of mammographic image processing. It can be classified into two categories: direct contrast enhancement and in direct contrast enhancement. Indirect contrast enhancement involves in modifying histogram of the image. Histogram equalization (HE) is the simplest indirect contrast enhancement technique which is widely used for contrast enhancement. Many variants of HE are proposed so far. Comparison of these techniques is significantly essential in deciding a suitable algorithm for enhancement and further processing. In this paper we applied few indirect contrast enhancement techniques namely histogram equalization, CLAHE, BBHE, RMSHE, MMBEBHE to preprocess the mammographic images. The performance of the methods is measured using effective measure of enhancement (EME) and peak signal to noise ratio (PSNR).

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 47, 2015, Pages 255-261