Foreground extraction for real-time crowd analytics in surveillance system

• Main Authors: Hassan, M.A., Malik, A.S., Nicolas, W., Faye, I., Rasheed, W., Nordin, N., Mahmood, M.T.
• Format: Conference or Workshop Item
• Published: Institute of Electrical and Electronics Engineers Inc. 2014
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84907316989&doi=10.1109%2fISCE.2014.6884288&partnerID=40&md5=385758233b35ff5d4cfb72c0f33f3f2e; http://eprints.utp.edu.my/32062/
• Institution: Universiti Teknologi Petronas

In this paper, we propose an adaptive background modeling algorithm for crowd surveillance system. We employed Approximate Median Method (AMM) along with the Phase congruency edge detector to develop the background model. The resulting foreground of the proposed model was obtained by applying a logi...