Dense prediction and deep learning in complex visual scenes

• المؤلف الرئيسي: Wang, Yi
• مؤلفون آخرون: Lap-Pui Chau
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering; Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/152009
• المؤسسة: 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...