MATLAB Implementation for Fractal Parameter Calculation in Images

I would like to share MATLAB programs for calculating fractal parameters in images. This program package helps you gain deeper insights into fractal characteristics and related parameters of images. Before using these programs, it's essential to have a fundamental understanding of fractal theory and computational methods. The implementation includes several key algorithms such as box-counting method and differential box-counting approach for fractal dimension calculation. The main functions handle image preprocessing, fractal dimension computation, and parameter extraction through matrix operations and iterative calculations. If you're already familiar with these concepts, this program will help you apply them more effectively. Additionally, the code provides an efficient way to compute fractal dimensions and related parameters, enabling better characterization of image features through automated statistical analysis and visualization outputs. The program structure includes modular functions for different calculation methods, with detailed comments explaining each processing step. I hope this resource proves valuable, and I welcome everyone to share their insights and experiences regarding fractal analysis implementation.