The indexing of an image database is often referred as feature extraction. Mathematically,

a feature is an n-dimensional vector, with its components computed by some image analysis.

The most commonly used visual cues are color, texture, shape, spatial information, and motion

in video. For example, a feature may represent the color information in an image