Image Enhancement Algorithm Combining Common Grayscale Transformation and Improved Histogram Equalization Techniques

This study proposes a contrast enhancement algorithm based on conventional grayscale transformation and histogram equalization methods. The algorithm implements a multi-stage approach involving histogram smoothing, histogram equalization, uniform grayscale distribution across the display range, and median filtering for noise reduction.