کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
388158 660920 2009 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Efficient edge detection in digital images using a cellular neural network optimized by differential evolution algorithm
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Efficient edge detection in digital images using a cellular neural network optimized by differential evolution algorithm
چکیده انگلیسی

A cellular neural network (CNN) based edge detector optimized by differential evolution (DE) algorithm is presented. Cloning template of the proposed CNN is adaptively tuned by using simple training images. The performance of the proposed edge detector is evaluated on different test images and compared with popular edge detectors from the literature. Simulation results indicate that the proposed CNN operator outperforms competing edge detectors and offers superior performance in edge detection in digital images.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 36, Issue 2, Part 2, March 2009, Pages 2645–2650
نویسندگان
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