Haze removal from an image or a video via generative adversarial networks

• Main Author: Chen, Zhong Jiang
• Other Authors: Loke Yuan Ren
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Haze removal; Generative adversarial networks
• Online Access: https://hdl.handle.net/10356/181155
• Institution: Nanyang Technological University

Low visibility caused by haze and fog is one of the major reasons for traffic and aviation accidents. This paper introduces a more easy-to-access solution to remove haze from a single image, video, and live-streaming. My approach uses a modified conditional Generative Adversarial Network (cGAN) with...