Video-based traffic analysis

• Main Author: Fong, Hao Wei
• Other Authors: Miao Chun Yan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/153491
• Institution: Nanyang Technological University

Detecting lane markers reliably and accurately is a crucial yet challenging task. While modern deep-learning-based lane detection has achieved remarkable performance addressing complex topologies of traffic lines and diverse driving scenarios, it is often at the expense of real-time efficiency. Con...