Dense prediction and deep learning in complex visual scenes

• Main Author: Wang, Yi
• Other Authors: Lap-Pui Chau
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/152009
• Institution: Nanyang Technological University

Many computer vision applications, such as video surveillance, autonomous driving, and crowd analysis, suffer from the challenging conditions of complex scenes, including haze, underwater, extreme lighting, and crowded and small objects. These scenes might degrade or compromise the performance of or...