کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4629598 1340583 2013 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Texture analysis using volume-radius fractal dimension
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
Texture analysis using volume-radius fractal dimension
چکیده انگلیسی

Texture plays an important role in computer vision. It is one of the most important visual attributes used in image analysis, once it provides information about pixel organization at different regions of the image. This paper presents a novel approach for texture characterization, based on complexity analysis. The proposed approach expands the idea of the Mass–radius fractal dimension, a method originally developed for shape analysis, to a set of coordinates in 3D-space that represents the texture under analysis in a signature able to characterize efficiently different texture classes in terms of complexity. An experiment using images from the Brodatz album illustrates the method performance.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Mathematics and Computation - Volume 219, Issue 11, 1 February 2013, Pages 5870–5875
نویسندگان
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