1. An image sensing apparatus having an image sensing device, comprising: an attitude detection unit to detect an attitude of said image sensing apparatus; and a feature extraction circuit to perform feature extraction from a subject in an image obtained based on an output from said image sensing device, wherein said feature extraction circuit changes a method of feature extraction from said subject based on attitude information detected by said attitude detection unit.