کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5113 341 2016 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Recognition of images of finger skin with application of histogram, image filtration and K-NN classifier
ترجمه فارسی عنوان
تشخیص از تصاویر پوست انگشت با استفاده از هیستوگرام، فیلتراسیون تصویر و طبقه بندی K-NN
کلمات کلیدی
پوست انگشت؛ به رسمیت شناختن؛ طبقه بندی K-NN؛ هیستوگرام؛ تصفیه تصویر
موضوعات مرتبط
مهندسی و علوم پایه مهندسی شیمی بیو مهندسی (مهندسی زیستی)
چکیده انگلیسی

In this paper, non-invasive method of recognition of finger skin was proposed. A plan of study of images of finger skin was proposed. Researches were carried out for three kinds of images: 60 h after injury, 160 h after injury, 450 h after injury. Proposed technique of recognition used methods of signal processing: extraction of magenta color, calculation of histogram, image filtration, calculation of perimeter, and K-NN classifier. A pattern creation process was conducted using 15 training images of finger skin. In the identification process 60 test images were used. The advantage of the presented method is analysis of the finger skin using a smartphone. The proposed approach will help to diagnose pathologies of human skin.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Biocybernetics and Biomedical Engineering - Volume 36, Issue 1, 2016, Pages 95–101
نویسندگان
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