The dissimilarity space: Bridging structural and statistical pattern recognition

► Consciousness divides human recognition in structural and statistical approaches. ► Dissimilarities, fundamental in human recognition are suited to integrate the two. ► The dissimilarity space is a good vector space for the dissimilarity representation. ► Classifiers in dissimilarity space are accurate and/or complexity. ► Combining dissimilarities by averaging may improve results further.