Efficient and effective automated surveillance agents using kernel tricks

• Main Authors: Ahmed, Tarem, Wei, Xianglin, Ahmed, Supriyo, Pathan, Al-Sakib Khan
• Format: Article
• Language: English; English
• Published: Society for Modeling & Simulation International 2012
• Subjects: QA75 Electronic computers. Computer science; QA76 Computer software
• Online Access: http://irep.iium.edu.my/25385/1/ms_S-12-0061-Revised-ACCEPTED.pdf; http://irep.iium.edu.my/25385/4/SIMULATION.pdf; http://irep.iium.edu.my/25385/; http://sim.sagepub.com/
• Institution: Universiti Islam Antarabangsa Malaysia

Many schemes have been presented over the years to develop automated visual surveillance systems. However, these schemes typically need custom equipment, or involve significant complexity and storage requirements. In this paper we present three software-based agents built using kernel machines to pe...