DocumentCode
3370292
Title
The application of computer vision algorithms in touching characters recognition of industry products
Author
You, Fu-cheng ; Lu, Li-kun
Author_Institution
Inf. & Mech. Eng. Sch., Beijing Inst. of Graphic Commun., Beijing, China
fYear
2010
fDate
26-28 June 2010
Firstpage
523
Lastpage
527
Abstract
Industry products in production line need to be printed characters on them. In order to prevent the mistakes of printed characters, the computer vision system is commonly used to recognize the characters on products. Conventional segmentation method cannot correctly separate the characters under the condition of touching characters. In this paper a new method is proposed, which rotates the character image to the horizontal position, and uses the opening operation of morphology to cut the touching characters. Good segmentation and recognition results of characters have been got in experiments.
Keywords
character recognition; computer vision; image segmentation; production engineering computing; production management; computer vision; image segmentation; industry products; printed characters; touching characters recognition; Application software; Cameras; Character recognition; Computer graphics; Computer industry; Computer vision; Image segmentation; Light sources; Mechanical engineering; Production; character recognition; character segmentation; computer vision; neural network; opening operation;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechanic Automation and Control Engineering (MACE), 2010 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-7737-1
Type
conf
DOI
10.1109/MACE.2010.5536856
Filename
5536856
Link To Document