A Simplified Gravitational Model for Texture Analysis

摘要

Textures are among the most important features in image analysis. This paper presents a novel methodology to extract information from them, converting an image into a simplified dynamical system in gravitational collapse whose states are described by using the lacunarity method. The paper compares the proposed approach to other classical methods using Brodatz's textures as benchmark.