Images in a corpus share certain characteristics that are same across all the images contained therein. For instance, they willall have the same size (i.e., same number of rows and columns), are either color or gray scale images, are consistently named,and each image is associated with certain meta data, if any – date of acquisition, modality of acquisition, copyright owner, andimage annotation in natural language text.