1. A method for recognizing a defect image associated with a semiconductor substrate, comprising: collecting defect data of the defect image by testing and measuring the semiconductor substrate; extracting a pattern from the defect data; normalizing a location, orientation, and size of the pattern; and identifying the pattern after the pattern is normalized.