An algorithm of object-based image retrieval using multiple instance learning

For the problem of object-based image retrieval, in this paper a novel semi-supervised multiple instance learning algorithm is presented. In the framework of multiple instance learning, this algorithm regards the whole image as a bag, and low-level visual feature of the segmented regions as instances. Firstly, the algorithm clusters the instances in two… CONTINUE READING