Color Space Conversion

A process that transforms an image into representations other than RGB to make certain visual signals more accessible.

Color space conversion re-expresses image information according to different purposes. Spaces such as RGB, HSV, LAB, or YCbCr separate color, brightness, and chrominance components in different ways. This can be highly beneficial in object separation, color-based thresholding, document analysis, and industrial vision systems. Although it may seem like a simple preprocessing choice, the correct color space can significantly influence modeling success.