Histogram Equalization

Histogram equalization can be used to improve the visual appearance of an image. Peaks in the image histogram (indicating commonly used grey levels) are widened, while the valleys are compressed.

Figure: original image, with corresponding histogram

Figure: same image, after equalization

Source code available at

http://www.pythonware.com/products/pil/articles/histogram-equalization.htm