Box-Counting Dimension Calculation for Fractal Dimension Analysis

A program implementation for computing fractal dimensions of 1D curves using the box-counting dimension principle, featuring optimized algorithms and efficient data structures.

Sliding Window Implementation for 1D Curve Smoothing and Noise Reduction

This program implements sliding window-based smoothing and noise reduction for 1D curves, allowing users to select appropriate window widths based on useful signal frequencies while providing visualization of processing results.

Calculating Fractal Dimension of One-Dimensional Curves Using Box-Counting Method

Implementation of box-counting algorithm in MATLAB to compute fractal dimension for 1D curves, complete with code structure and mathematical foundation explanations