کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
392710 665153 2013 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Texture analysis and classification: A complex network-based approach
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Texture analysis and classification: A complex network-based approach
چکیده انگلیسی

In this paper, we propose a novel texture analysis method using the complex network theory. We investigated how a texture image can be effectively represented, characterized and analyzed in terms of a complex network. The proposed approach uses degree measurements to compose a set of texture descriptors. The results show that the method is very robust, and it presents a excellent texture discrimination for all considered classes, overcoming traditional texture methods.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 219, 10 January 2013, Pages 168–180
نویسندگان
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