227 citations · 794 across the 65 of their papers we have counts for
7 papers · 2 filters
Texture analysis by multi-resolution fractal descriptors
João B. Florindo, Odemir M. Bruno
This work proposes a texture descriptor based on fractal theory. The method is based on the Bouligand-Minkowski descriptors. We decompose the original image recursively into 4 equa…
Improved texture image classification through the use of a corrosion-inspired cellular automaton
Núbia Rosa da Silva, Pieter Van der Weeën, Bernard De Baets +1
In this paper, the problem of classifying synthetic and natural texture images is addressed. To tackle this problem, an innovative method is proposed that combines concepts from co…
Gabor wavelets combined with volumetric fractal dimension applied to texture analysis
Álvaro Gomez Z., João B. Florindo, Odemir M. Bruno
Texture analysis and classification remain as one of the biggest challenges for the field of computer vision and pattern recognition. On this matter, Gabor wavelets has proven to b…
Fractal descriptors based on the probability dimension: a texture analysis and classification approach
João Batista Florindo, Odemir Martinez Bruno
In this work, we propose a novel technique for obtaining descriptors of gray-level texture images. The descriptors are provided by applying a multiscale transform to the fractal di…
Brachiaria species identification using imaging techniques based on fractal descriptors
João Batista Florindo, Núbia Rosa da Silva, Liliane Maria Romualdo +4
The use of a rapid and accurate method in diagnosis and classification of species and/or cultivars of forage has practical relevance, scientific and trade in various areas of study…
Texture analysis using volume-radius fractal dimension
André R. Backes, Odemir M. Bruno
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…