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Intelligent Software Testing based on Visual Feedback

  • Xinyue Wu
  • , Hong Zhang*
  • , Tao Shi
  • , Congran Zhang
  • , Liang Yan
  • *Corresponding author for this work
  • Beihang University
  • Beijing High Quality of Systems Technology Co.

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

Abstract

GUI testing is an important means to ensure the quality of GUI software. Traditional GUI testing methods often rely on API and have limited scope of use. The introduction of computer vision technology provides a brand-new alternative, based on the image recognition of GUI elements. It can help build visual feedback mechanism to get more information about the target system and control the testing process. In this context, this paper studies intelligent software testing based on visual feedback, designs and builds a three-layer testing framework including perception layer, driver layer, and feedback layer. The results of this project can provide technical support for intelligent GUI testing, and the clear-structured framework provides a reference for subsequent research and has certain practical value.

Original languageEnglish
Title of host publicationProceedings - 2022 9th International Conference on Dependable Systems and Their Applications, DSA 2022
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages772-779
Number of pages8
ISBN (Electronic)9781665488778
DOIs
StatePublished - 2022
Event9th International Conference on Dependable Systems and Their Applications, DSA 2022 - Wulumuqi, China
Duration: 4 Aug 20225 Aug 2022

Publication series

NameProceedings - 2022 9th International Conference on Dependable Systems and Their Applications, DSA 2022

Conference

Conference9th International Conference on Dependable Systems and Their Applications, DSA 2022
Country/TerritoryChina
CityWulumuqi
Period4/08/225/08/22

Keywords

  • GUI testing
  • computer vision
  • feedback control
  • intelligent drive

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