pattern recognition A remote sensing term referring to an automated process through which unidentified patterns can be classified into a limited number of discrete classes through comparison with other class-defining patterns or characteristics. Pattern recognition is an essential part of the classification of remotely sensed images and is used as an aid to image interpretation