Histogram Equalization

Histogram equalization is a classical technique used to improve detail visibility in low-contrast images. By spreading the intensity distribution over a broader range, it can make faint or dark regions more distinguishable. Although learning-based enhancement methods are more common today, this technique remains fast, interpretable, and low-cost. It can be useful in document analysis, medical images, and archival visual data.