Recent progress in multimedia database systems has resulted in solutions for integrating and managing a variety of multimedia formats that include images, video, audio, and text [1]. Advances in automatic feature extraction and image-content analysis have enabled the development of new functionalities for searching, filtering, and accessing images based on perceptual features such as color [2,3], texture [4,5], shape [6], and spatial composition [7].