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Recognition of Data Matrix Codes in Images and their Applications in Production Processes

Open Access
|Jul 2020

Abstract

Data Matrix codes can be a significant factor in increasing productivity and efficiency in production processes. An important point in deploying Data Matrix codes is their recognition and decoding. In this paper is presented a computationally efficient algorithm for locating Data Matrix codes in the images. Image areas that may contain the Data Matrix code are to be identified firstly. To identify these areas, the thresholding, connected components labelling and examining outer bounding-box of the continuous regions is used. Subsequently, to determine the boundaries of the Data Matrix code more precisely, we work with the difference of adjacent projections around the Finder Pattern. The dimensions of the Data Matrix code are determined by analyzing the local extremes around the Timing Pattern. We verified the proposed method on a testing set of synthetic and real scene images and compared it with the results of other open-source and commercial solutions. The proposed method has achieved better results than competitive commercial solutions.

DOI: https://doi.org/10.2478/mspe-2020-0023 | Journal eISSN: 2450-5781 | Journal ISSN: 2299-0461
Language: English
Page range: 154 - 161
Submitted on: Feb 1, 2020
Accepted on: Jun 1, 2020
Published on: Jul 17, 2020
Published by: STE Group sp. z.o.o.
In partnership with: Paradigm Publishing Services
Publication frequency: 4 times per year

© 2020 Ladislav Karrach, Elena Pivarčiová, published by STE Group sp. z.o.o.
This work is licensed under the Creative Commons Attribution 4.0 License.