Texture analysis using complex system models: fractal dimension, swarm systems and non-linear diffusion

Abstract

Texture is one of the primary visual attributes used to describe patterns found in nature. Several texture analysis methods have been used as powerful tools for real applications involving computer vision. However, existing methods do not successfully discriminate the complexity of texture patterns. Such methods disregard the possibility of describing image… (More)

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