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The Impact of the Implementation of Edge Detection Methods on the Accuracy of Automatic Voltage Reading Cover

The Impact of the Implementation of Edge Detection Methods on the Accuracy of Automatic Voltage Reading

By: Kamil Sidor and  Anna Szlachta  
Open Access
|Apr 2017

Abstract

The article presents the impact of the edge detection method in the image analysis on the reading accuracy of the measured value. In order to ensure the automatic reading of the measured value by an analog meter, a standard webcam and the LabVIEW programme were applied. NI Vision Development tools were used. The Hough transform was used to detect the indicator. The programme output was compared during the application of several methods of edge detection. Those included: the Prewitt operator, the Roberts cross, the Sobel operator and the Canny edge detector. The image analysis was made for an analog meter indicator with the above-mentioned methods, and the results of that analysis were compared with each other and presented.

Language: English
Page range: 93 - 99
Submitted on: Dec 23, 2016
Accepted on: Apr 10, 2017
Published on: Apr 26, 2017
Published by: Slovak Academy of Sciences, Institute of Measurement Science
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open

© 2017 Kamil Sidor, Anna Szlachta, published by Slovak Academy of Sciences, Institute of Measurement Science
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.