Intruder detection in camera networks using the one-class neighbor machine

• Main Authors: Ahmed, Tarem Ozair, Wei, Xianglin, Ahmed, Supriyo, Pathan, Al-Sakib Khan
• Format: Conference or Workshop Item
• Language: English
• Published: 2011
• Subjects: Q Science (General)
• Online Access: http://irep.iium.edu.my/1417/1/Paper_3_NAEC-tarem.pdf; http://irep.iium.edu.my/1417/; http://www.atsma.org/Conferences/NAEC2011/index.html

We propose a new algorithm based on machine learning techniques for automatic intruder detection in surveillance networks. The algorithm is theoretically founded on the concept of minimum volume sets. Through application to real images from an example, simple closed-circuit television system and com...