کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
388268 660921 2012 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Nucleus and cytoplast contour detector from a cervical smear image
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Nucleus and cytoplast contour detector from a cervical smear image
چکیده انگلیسی

In this paper, a nucleus and cytoplast contour detector (NCC detector) is presented to automatically detect the cytoplast and nucleus contours of a cell in a cervical smear image. The NCC detector uses the adaptable threshold decision (ATD) method to separate the cell from the cervical smear image, and then uses the maximal gray-level-gradient-difference (MGLGD) method, proposed in this paper, to extract the nucleus from the cell. The experimental results show that the NCC detector is superior to two existing methods, the gradient vector flow-active contour model (GVF-ACM) and the edge enhancement nucleus and cytoplast contour (ENNCC) detector, in segmenting the cytoplast and nucleus of a cell.


► In this study, an NCC detector is proposed to automatically detect the cytoplast and nucleus contours of cell in a cervical smear image.
► The NCC detector employs the adaptable threshold decision (ATD) method to separate the cell from the cervical smear image, and then uses the maximal gray-level-gradient-difference (MGLGD) method to extract the nucleus from the cell.
► Experimental results tell that the NCC detector is better than GVF-ACM and ENNCC detector in segmenting the cytoplast and nucleus of a cell.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 39, Issue 1, January 2012, Pages 154–161
نویسندگان
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