A pixel-wise foreign object debris detection method based on multi-scale feature inpainting

HIGHLIGHTS

  • who: Ying Jing et al. from the School of Automation Science and Electrical Engineering, Beihang University, Beijing, China have published the Article: A Pixel-Wise Foreign Object Debris Detection Method Based on Multi-Scale Feature Inpainting, in the Journal: Aerospace 2022, 9, 480. of /2022/
  • what: In this paper an unsupervised anomaly called Multi-Scale Feature Inpainting (MSFI) is proposed to perform FOD in images in which FOD is defined as an anomaly. The authors propose to train a feature inpainting model in a self-supervised manner to restore the damaged feature maps into normal . . .

     

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