NDLI: Recognition of numerals on digital meters in dynamic measuring

Content Provider	IEEE Xplore Digital Library
Author	Cui Xing-chen Duan Hui-chuan Wang Jin-ling
Copyright Year	2009
Description	Author affiliation: School of Information Science and Engineering, Shandong Normal University, Jinan 250014, China (Cui Xing-chen; Duan Hui-chuan; Wang Jin-ling)
Abstract	A new recognition and research method is proposed for the improvement and optimization design to numeral meter digital recognition system. The meter digital recognition flow and some pre-processing methods are given firstly, then the recognition features are structured, which mainly include the number of labeled four-connected domain objects of the figure background and label matrix element distribution features. Finally, Recognition system simulation model is established and simulated based on model-oriented technique and dynamic simulation software Simulink. The model can be easily understood, repeatedly used and intelligently operated. The simulation recognition rate can be up to 98.6%, which shows that the model and method are effective and practical.
Starting Page	1296
Ending Page	1301
File Size	236656
Page Count	6
File Format	PDF
ISBN	9781424439287
DOI	10.1109/ITIME.2009.5236267
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-08-14
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Image recognition Structural characteristics construction Gray-scale Character recognition Numeral Meter Real-time digital recognition Analytical models Information science Design engineering Computer displays Dynamic simulation with Simulink Mathematical model Pixel Graphical user interfaces
Content Type	Text
Resource Type	Article

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