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作者:

Wu, Zhenhao (Wu, Zhenhao.) | Xu, Chunjie (Xu, Chunjie.) | Zhao, Shitao (Zhao, Shitao.)

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EI Scopus

摘要:

The traditional test of the system using graphical interface determines the test results by manual. With the higher accuracy requirements of the test software system in current industrial domain, the traditional manual testing has the problems of high costs, low accuracy and efficiency. Then an automatic test system based on image matching algorithm is proposed to simulate manual automatic test result. Firstly, the architecture of automatic test system is researched, which reduces the test cost. Then, an automatically selected method by template matching algorithm and ORB algorithm for the complexity of the target images, which improves the matching rate and accuracy. Finally, an image similarity calculation algorithm based on perceptual hash algorithm is built, which improves the test accuracy and efficiency twice. The experimental results show that the accuracy achieved to 97%, which meets the accuracy requirements for the industrial field. © 2023 SPIE.

关键词:

Efficiency Image matching Hash functions Software testing Costs Computational complexity Image enhancement Template matching

作者机构:

  • [ 1 ] [Wu, Zhenhao]School of Software, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [Xu, Chunjie]Institute of Computing Technologies, China Academy of Railway Sciences Corporation Limited, Beijing; 100081, China
  • [ 3 ] [Zhao, Shitao]Institute of Computing Technologies, China Academy of Railway Sciences Corporation Limited, Beijing; 100081, China

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ISSN: 0277-786X

年份: 2023

卷: 12715

语种: 英文

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