کد مقاله کد نشریه سال انتشار مقاله انگلیسی ترجمه فارسی نسخه تمام متن
504776 864429 2016 5 صفحه PDF ندارد دانلود رایگان
عنوان انگلیسی مقاله
Automatic counting of fungiform papillae by shape using cross-correlation
ترجمه فارسی عنوان
شمارش اتوماتیک پاپیلای قارچ مانند از طریق شکل با استفاده از همبستگی متقابل
کلمات کلیدی
بینایی ماشین. تجزیه و تحلیل الگو؛ زایده های قارچ مانند. شمارش خودکار
Machine vision; Pattern analysis; Fungiform papillae; Automated counting
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
چکیده انگلیسی


• An algorithm for the automatic detection and counting of fungiform papillae was proposed.
• The algorithm is based on shape of the fungiform papillae as measured by cross-correlation.
• The algorithm counts the fungiform papillae very similar to the manual procedure.
• This algorithm is valuable to the sensory evaluation and medical community.

The determination of the number of fungiform papillae (FP) on the human tongue is important for taste sensitivity studies. Most of the time, the counting of the FP is done manually. In this paper we propose a novel algorithm to count the FP using shape characteristics measured by cross-correlation. The accuracy of the algorithm is evaluated by counting the FP manually on the same images and then doing a statistical analysis. A Poisson regression model is fitted using maximum likelihood. The result is that the algorithm counts are very similar to the human experts. Another advantage of the algorithm is its facility of use, velocity and that it can work on a plain tongue image, without the need to stain the tongue as is usual in manual counting.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers in Biology and Medicine - Volume 76, 1 September 2016, Pages 168–172
نویسندگان
, , , , , , ,