Skip to main content
Top

2020 | OriginalPaper | Chapter

An Automatic Meter Recognition Method for In-Orbit Application

Authors : Weijie Wu, Haoting Liu, Jiacheng Li

Published in: Man-Machine-Environment System Engineering

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

With the development of machine vision technology, more and more vision-based recognition methods have appeared. However, the artificial meter readings are still widespread in the astronautic application. Astronauts’ works are complex, and the meter readings reduce their efficiencies. To solve this problem, in this paper, we propose a method that can automatically recognize the meter readings. The automatic recognition method includes the following three major components: (1) the digit extraction, (2) the digit segmentation, and (3) the digit recognition. The experiment results show that the digits of the meter can be successfully recognized. The automatic readings can reduce astronauts’ works and make them more convenient while working. This new automatic recognition system has great promise for the practical application.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Xue-wen C, Yu-qing L, Xiu-qing Z, Ming A, Bo-he Z, Jin-kun W et al (2011) Research of space operation simulation based on virtual reality. J Syst Simul 23(03):516–521 Xue-wen C, Yu-qing L, Xiu-qing Z, Ming A, Bo-he Z, Jin-kun W et al (2011) Research of space operation simulation based on virtual reality. J Syst Simul 23(03):516–521
2.
go back to reference Spagnolo P, Orazio TD, Leo M, Distante A (2006) Moving object segmentation by background subtraction and temporal analysis. Image Vision Comput 24(5):411–423 Spagnolo P, Orazio TD, Leo M, Distante A (2006) Moving object segmentation by background subtraction and temporal analysis. Image Vision Comput 24(5):411–423
3.
go back to reference Zhijia Z, Yuan L (2009) Research on the pre-processing method of automatic reading water meter system. In: 2009 international conference on artificial intelligence and computational intelligence, Shanghai, pp 549–553 Zhijia Z, Yuan L (2009) Research on the pre-processing method of automatic reading water meter system. In: 2009 international conference on artificial intelligence and computational intelligence, Shanghai, pp 549–553
4.
go back to reference Xiangyun Y, Mohamed C, Ching YS (2001) Stroke-model-based character extraction from gray-level document images. IEEE T Image Process 10(8):1152–1161 Xiangyun Y, Mohamed C, Ching YS (2001) Stroke-model-based character extraction from gray-level document images. IEEE T Image Process 10(8):1152–1161
5.
go back to reference Jianjun Z, Heng Y, Xiaoguang G, Sheng W (2010) The edge detection of river model based on self-adaptive Canny algorithm and connected domain segmentation. In: 2010 8th world congress on intelligent control and automation, Jinan, pp 1333–1336 Jianjun Z, Heng Y, Xiaoguang G, Sheng W (2010) The edge detection of river model based on self-adaptive Canny algorithm and connected domain segmentation. In: 2010 8th world congress on intelligent control and automation, Jinan, pp 1333–1336
6.
go back to reference Gu-yuan L, Shih-chiang L, Jane YH, Wan-rong J (2010) Applying power meters for appliance recognition on the electric panel. In: 2010 5th IEEE conference on industrial electronics and applications, Taichung, pp 2254–2259 Gu-yuan L, Shih-chiang L, Jane YH, Wan-rong J (2010) Applying power meters for appliance recognition on the electric panel. In: 2010 5th IEEE conference on industrial electronics and applications, Taichung, pp 2254–2259
Metadata
Title
An Automatic Meter Recognition Method for In-Orbit Application
Authors
Weijie Wu
Haoting Liu
Jiacheng Li
Copyright Year
2020
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-6978-4_48