1. A method of detecting faces in a digital image, comprising: (a) acquiring a digital color image; (b) applying an active appearance model (AAM) including an interchannel-decorrelated color space; (c) matching one or more parameters of the model to the image; and (d) communicating a face detection result based on the matching or a different processing result incorporating said face detection result, or both.