Fault detection method based on high-level feedback and reconstruction for image recognition

• Main Author: Xu, Jin
• Other Authors: Xie Ming
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/146731
• Institution: Nanyang Technological University

Image recognition problem is a typical challenge for artificial intelligence. Deep learning methods have shown great progress in this area in recent years. However, this approach has the limitation of outputting wrong result with high confidence when the input is not well represented in the training...