Learning point and contextual processing networks for low-light image enhancement

• Main Author: Zheng, Bowen
• Other Authors: Jiang Xudong
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/152819
• Institution: Nanyang Technological University

Point processing techniques, such as the gamma correction, are classical methods for low-light image enhancement. These methods are efficient, explicit, and interpretable. However, to tackle images of various light conditions, these methods need to be set meticulously and accordingly. To tackle this...