Principles of Wavelet-Based Image Enhancement with Algorithmic Implementation

Designed for wavelet beginners, this article explains the fundamental principles of wavelet image enhancement through strict high-low frequency decomposition and reconstruction without relying on wavelet toolboxes. Includes detailed code implementation approaches and algorithmic explanations.