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Serial Number Identification with Machine Vision

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Title: Serial Number Identification with Machine Vision
Author: Persaud, Danny; Patt, Adam; Miculescu, Calin
Abstract: In this paper, DAC consulting presents a new method of acquiring accurate optical character recognition (OCR) results through the use of machine vision. The design consists of implementing a new software called Intellect 1.5, which allows us to preprocess the image by applying a layered aggregate of filters. We then apply an edge detection tool called a fiducial and finally an OCR soft-sensor. Once these layers are applied in order, the software is taught the series of characters to which it must recognize.
Date: 2008

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