Abstract: One major challenge in the content-based image retrieval and computer vision research is to relate low-level visual features with semantic concepts, that is, to extract semantic concepts from an image effectively according to its low-level visual features

Key words: Content-based image retrieval, Semantic concepts, Frequent patterns, Multiple concept labeling