Convolution neural network model with improved pooling strategy and feature selection for weld defect recognition

Convolution neural network model with improved pooling strategy and feature selection for weld defect recognition

Abstract Weld defect recognition plays an important role in the manufacturing process of large-scale equipment. Traditional methods generally include several serial steps, such as image preprocessing, region segmentation, feature extraction, and type recognition. The results of each s...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Jiang, Hongquan, Hu, Qihang, Zhi, Zelin, Gao, Jianmin, Gao, Zhiyong, Wang, Rongxi, He, Shuai, Li, Hua
Rannpháirtithe: Massachusetts Institute of Technology. Laboratory for Manufacturing and Productivity
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: Springer Berlin Heidelberg 2021
Rochtain ar líne:https://hdl.handle.net/1721.1/136821

Ar líne

https://hdl.handle.net/1721.1/136821

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