The pattern matching processing system includes: a recognition pattern-storage unit which stores a first image data obtained by picking up an image of at least a portion of a lead frame or a substrate of a first object and the second image data obtained by picking up an image of at least a portion of a lead frame of a second object that is different from the first object, respectively, and also stores one of the first image data and the second image data as an ordinary recognition pattern, and the other as an auxiliary recognition pattern; and a recognition unit, which recognizes input image data by a first pattern matching with the ordinary recognition pattern stored in the recognition pattern-storage unit, and also carries out the second pattern matching with the auxiliary recognition pattern when an error is caused in the first pattern matching.