Mixture of Gaussian Based Background Modelling for Crowd Tracking Using Multiple Cameras

• Main Authors: Ameen, Mohamed Abul Hassan, Malik, Aamir Saeed, Nicolas, Walter, Faye , Ibrahima, Mahmood, Muhammad Tariq
• Format: Conference or Workshop Item
• Published: 2014
• Subjects: Q Science (General); T Technology (General)
• Online Access: http://eprints.utp.edu.my/11414/1/Mixture%20of%20Gaussian%20based%20background%20modelling%20for%20crowd%20tracking%20using%20multiple%20cameras%20-%20Paper.pdf; http://eprints.utp.edu.my/11414/
• Institution: Universiti Teknologi Petronas

Visual surveillance system for tracking crowd using multiple cameras at dynamic backgrounds faces many challenges such as illumination variance, occultation, low spatial temporal resolution, sleeping person, shadows and camera noise. In this paper we address the issue of gradual and sudden illuminat...