Real-time video quality assessment based on fuzzy inference system for analog television tracking antenna system

Herti Miawarni, M. Mahaputra Hidayat, Surya Sumpeno, Eko Setijadi

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

Real-Time VQA (Video Quality Assessment) is very important for the tracking antenna system on an analog television in the decision making related to the direction of the antenna. This paper proposes VQA system based on FIS (Fuzzy Inference System) that works in real-time to process information from analog signals on AV-Out television. The VQA system can be said to work well if the output results show that the perception of the system is almost close to the perception of the user in assessing the video clarity level. In this research, simulation is performed using MATLAB Toolbox and then implemented by using AVR AT Mega 32 A microcontroller. Result of trial shows that there is no significant difference between simulation and implementation with percentage difference of only 1.74%. Other trial results prove that the perception of VQA system that has been built almost approach the user's perception in assessing the video clarity level. This is evident from the percentage of accuracy on VQA system that reaches 79% to 95%.

Original languageEnglish
Title of host publication2017 International Seminar on Intelligent Technology and Its Application
Subtitle of host publicationStrengthening the Link Between University Research and Industry to Support ASEAN Energy Sector, ISITIA 2017 - Proceeding
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages35-40
Number of pages6
ISBN (Electronic)9781538627068
DOIs
Publication statusPublished - 28 Nov 2017
Event18th International Seminar on Intelligent Technology and Its Application, ISITIA 2017 - Surabaya, Indonesia
Duration: 28 Aug 201729 Aug 2017

Publication series

Name2017 International Seminar on Intelligent Technology and Its Application: Strengthening the Link Between University Research and Industry to Support ASEAN Energy Sector, ISITIA 2017 - Proceeding
Volume2017-January

Conference

Conference18th International Seminar on Intelligent Technology and Its Application, ISITIA 2017
Country/TerritoryIndonesia
CitySurabaya
Period28/08/1729/08/17

Keywords

  • AV-out
  • Analog television
  • CVBS
  • Fuzzy inference system
  • Real-time video quality assessment

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