Systems and methods for efficient comparative non-spatial image data analysis

A method for efficient comparative non-spatial image data analysis, comprising:

• identifying non-spatial images from a plurality of non-spatial images with first match scores equal to or greater than a pre-defined threshold value, where each first match score indicates an amount of matching between content of a respective non-spatial image of the non-spatial images and content of a reference non-spatial image;
• ranking, by at least one electronic circuit, the non-spatial images which were identified from the plurality of non-spatial images, where the ranking is based on at least one first attribute of the non-spatial images, and said first attribute comprises a second match score that indicates at least one of (a) how many minutiae points match each other or are common between at least two finger print images and (b) how many common minutiae points of the at least two finger print images have the same number of ridges connected thereto;
• generating, by said electronic circuit, a screen page comprising an array defined by a plurality of cells in which at least two images of said plurality of non-spatial images are simultaneously presented in an order defined by said ranking thereof;
• displaying, by said electronic circuit, said screen page in a first GUI window of a display screen;
• wherein each of said plurality of cells comprises only one of said non-spatial images.