Computational imaging and detection via deep learning

• Main Author: Kong, Lingdong
• Other Authors: Wen Bihan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: https://hdl.handle.net/10356/141479
• Institution: Nanyang Technological University

Data-driven signal and data modeling has received much attention recently, for its promising performance in image processing, computer vision, imaging, etc. Among many machine learning techniques, the popular deep learning has demonstrated promising performance in image-related applications. However...