A Real-Time Defect Detection Method for Digital Signal Processing of Industrial Inspection Applications

• Published in: IEEE transactions on industrial informatics Vol. 17; no. 5; pp. 3450 - 3459
• Main Authors: Gao, Ying, Lin, Jiqiang, Xie, Jie, Ning, Zhaolong
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.05.2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Annotations; Convolution; Defect detection; Detectors; Digital signal processing; dilated convolution; Feature extraction; Head; industrial big data (IBD); industrial inspection application; Inspection; Real time; Signal processing; Task analysis

The signal processing of industrial big data (IBD) is a challenging task, owing to the complex working scenarios and the lack of annotations. Defect detection, which is an important subject of IBD research works, has shown its effectiveness in digital signal processing of industrial inspection appli...