Compute-efficient techniques for vision-based traffic surveillance

• Main Author: Garg, Kratika
• Other Authors: Thambipillai Srikanthan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/136957
• Institution: Nanyang Technological University

It is envisaged that intelligent surveillance systems for traffic law enforcement will become ubiquitous to maximize roadway utilization especially in urban cities. State-of-the-art techniques typically rely on compute intensive techniques for detecting moving vehicles in real-time and under varying...