An Efficient Bar Code Image Recognition Algorithm for Sorting System

被引:15
|
作者
Zheng, Desheng [1 ]
Ran, Ziyong [1 ]
Liu, Zhifeng [1 ]
Li, Liang [2 ]
Tian, Lulu [3 ]
机构
[1] Southwest Petr Univ, Res Ctr Cyber Secur, Sch Comp Sci, Chengdu 610500, Peoples R China
[2] UESTC, Coll Informat & Software Engn, Chengdu 611731, Peoples R China
[3] Brunel Univ London, Uxbridge UB8 3PH, Middx, England
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2020年 / 64卷 / 03期
关键词
Bar code recognition; Hough transformation; binarization; image processing;
D O I
10.32604/cmc.2020.010070
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the sorting system of the production line, the object movement, fixed angle of view, light intensity and other reasons lead to obscure blurred images. It results in bar code recognition rate being low and real time being poor. Aiming at the above problems, a progressive bar code compressed recognition algorithm is proposed. First, assuming that the source image is not tilted, use the direct recognition method to quickly identify the compressed source image. Failure indicates that the compression ratio is improper or the image is skewed. Then, the source image is enhanced to identify the source image directly. Finally, the inclination of the compressed image is detected by the barcode region recognition method and the source image is corrected to locate the barcode information in the barcode region recognition image. The results of multitype image experiments show that the proposed method is improved by 5+ times computational efficiency compared with the former methods, and can recognize fuzzy images better.
引用
收藏
页码:1885 / 1895
页数:11
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