This repo surveys the Machine Learning & Deep Learning for Ultrasound Testing
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Investigation of deep neural network with drop out for ultrasonic flaw classification in weldments. Munir Nauman, Kim Hak-Joon, Song Sung-Jin, & Kang Sung-Sik. Journal of Mechanical Science & Technology, 2018[paper]
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Ultrasonic signal classification and imaging system for composite materials via deep convolutional neural networks. Meng, Min, Chua, Yiting Jacqueline, Wouterson, Erwin, & Ong, Chin Peng Kelvin. Neurocomputing, 2017[paper]
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Computerized Ultrasonic Imaging Inspection: From Shallow to Deep Learning. Jiaxing Ye,Shunya Ito,Nobuyuki Toyama. __, 2018[paper]
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Flaw Detection from Ultrasonic Images using YOLO and SSD. _Luka Posilovic, Duje Medak, Marko Subasic, Tomislav Petkovic, & Sven Loncaric. International Symposium on Image & Signal Processing & Analysis, 2019[paper]