Deep learning for anomaly detection in computational imaging

• 主要作者: Du, Xinglin
• 其他作者: Wen Bihan
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Computer science and engineering::Computing methodologies::Pattern recognition; Engineering::Electrical and electronic engineering
• 在線閱讀: https://hdl.handle.net/10356/154666
• 機構: Nanyang Technological University

One of the applications of deep learning is anomaly detection. In this thesis, supervised and semi-supervised deep learning anomaly detection are compared. For supervised method, three methods are used: multilayer perceptron, convolutional neural network and transfer learning. Multilayer perceptron...