Image mining pertains to eradicate the image patterns from a sizable assemblage of images. Image mining is an augmentation of data mining to image domain. It goes moreover the complications of striving the correlated images. Association rule mining is a data mining process. It is an action which is to search expected patterns, association are found in different kinds of databases such as relational databases, transactional databases and so on. In this paper, we explore various images mining processes and techniques based on association rules.