Improving the Performance of the Single Shot Multibox Detector for Steel Surface Defects with Context Fusion and Feature Refinement

Improving the Performance of the Single Shot Multibox Detector for Steel Surface Defects with Context Fusion and Feature Refinement

Strip surface defects have large intraclass and small interclass differences, resulting in the available detection techniques having either a low accuracy or very poor real-time performance. In order to improve the ability for capturing steel surface defects, the context fusion structure introduces...

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Bibliographic Details
Main Authors: Yiming Li, Lixin He, Min Zhang, Zhi Cheng, Wangwei Liu, Zijun Wu
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Electronics
Subjects:
context fusion
feature refinement
steel defect detection
SSD
Online Access:https://www.mdpi.com/2079-9292/12/11/2440

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