본문 바로가기
  • Home

Development of Analog Gauge Recognition System Using Morphological Operation and Periodic Measurement Function

  • Journal of The Korea Society of Computer and Information
  • Abbr : JKSCI
  • 2018, 23(2), pp.27-34
  • DOI : 10.9708/jksci.2018.23.02.027
  • Publisher : The Korean Society Of Computer And Information
  • Research Area : Engineering > Computer Science
  • Received : November 25, 2017
  • Accepted : February 1, 2018
  • Published : February 28, 2018

Jin-Kyu Tyu 1 Young-Tae Kwak 1

1전북대학교

Accredited

ABSTRACT

In this paper, we propose a new method to read the hand of analog gauges to prepare for the smart factory. In addition, we suggest a new and improved method that can apply, in general, diverse analog gauges even if their scale types and ranges are various. Many companies are making great efforts to build smart factories that increase energy efficiency and automation. Managers use a variety of equipment and tools to manage the production process at the factory. In this kind of factory, analog gauges have been often used with many equipment and tools. Analog gauges are mostly circular in shape, and most papers use circular hough transform to find the center and radius of a circle. However, when the object to be found is not of the correct circle type, it takes a long time to recognize the circle using the circular hough transform, and the center and radius of the circle can not be calculated accurately. The proposed method was tested on various circular analog gauges. As a result, we confirmed that our method is outstanding.

Citation status

* References for papers published after 2022 are currently being built.