Abstract: Due to the digitization of data and advances in technology, it has become extremely easy to obtain and store large quantities of data, particularly Multimedia data. Fields ranging from Commercial to Military need to analyze these data in an efficient and fast manner. Image mining deals with the extraction of implicit knowledge, image data relationship, or other patterns not explicitly stored in the images. Presently, tools for mining images are few and require human intervention. Feature selection and extraction is the pre-processing step of Image Mining. In the process of image mining concept analysis is an important technique. In this paper novel framework of image mining based on concept lattice and cloud model theory is proposed. The methods of image mining from image features (texture features, color features, shape features) are introduced here, which include the following basic steps: firstly pre-process images secondly use cloud model to extract concepts, lastly use concept lattice to extract a series of image knowledge.