Investigating nonlinear point processing in image enhancement

• Main Author: Duan, Shengan
• Other Authors: Jiang Xudong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/158487
• Institution: Nanyang Technological University

Today, the use of convolutional neural network models for deep learning in the field of image processing has become a general trend. However, to obtain satisfying performance, these networks usually stack a dozen of layers or require multiple iterations, which not only increase their complexity but...