تقرير
Texture analysis using volume-radius fractal dimension
| العنوان: | Texture analysis using volume-radius fractal dimension |
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| المؤلفون: | Backes, André R., Bruno, Odemir M. |
| المصدر: | Backes, A. R and Bruno, O. M. Texture analysis using volume-radius fractal dimension, Applied Mathematics and Computation, Volume 219, Issue 11, Pages 5870 - 5875, 2013 |
| سنة النشر: | 2014 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Computer Vision and Pattern Recognition |
| الوصف: | 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. Comment: 4 pages, 4 figures |
| نوع الوثيقة: | Working Paper |
| DOI: | 10.1016/j.amc.2012.11.092 |
| URL الوصول: | http://arxiv.org/abs/1412.7844 |
| رقم الأكسشن: | edsarx.1412.7844 |
| قاعدة البيانات: | arXiv |
| DOI: | 10.1016/j.amc.2012.11.092 |
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