This study is an experimental attempt to construct a comprehensive archive of signature elements of Korean modern painters, Park Sugeun and Chun Kyungja, through image-base-danalysis of their artworks in order to provide scientific criteria for connoisseurship. The artists' signature elements derived from biological and psychological models of human visual system were then applied to authentication of questionable artworks.