TY - GEN
T1 - Virtual gazing in video surveillance
AU - Yang, Yingzhen
AU - Cai, Yang
N1 - Copyright:
Copyright 2011 Elsevier B.V., All rights reserved.
PY - 2010
Y1 - 2010
N2 - Although a computer can track thousands of moving objects simultaneously, it often fails to understand the priority and the meaning of the dynamics. Human vision, on the other hand, can easily track multiple objects with saccadic motion. The single thread eye movement allows people to shift attention from one object to another, enabling visual intelligence from complex scenes. In this paper, we present a motion-context attention shift (MCAS) model to simulate attention shifts among multiple moving objects in surveillance videos. The MCAS model includes two modules: The robust motion detector module and the motion-saliency module. Experimental results show that the MCAS model successfully simulates the attention shift in tracking multiple objects in surveillance videos.
AB - Although a computer can track thousands of moving objects simultaneously, it often fails to understand the priority and the meaning of the dynamics. Human vision, on the other hand, can easily track multiple objects with saccadic motion. The single thread eye movement allows people to shift attention from one object to another, enabling visual intelligence from complex scenes. In this paper, we present a motion-context attention shift (MCAS) model to simulate attention shifts among multiple moving objects in surveillance videos. The MCAS model includes two modules: The robust motion detector module and the motion-saliency module. Experimental results show that the MCAS model successfully simulates the attention shift in tracking multiple objects in surveillance videos.
KW - Motion detector
KW - Motion-context attention shift
KW - Motion-saliency module
KW - Simulation
KW - Virtual gazing
UR - http://www.scopus.com/inward/record.url?scp=78650859973&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=78650859973&partnerID=8YFLogxK
U2 - 10.1145/1878083.1878089
DO - 10.1145/1878083.1878089
M3 - Conference contribution
AN - SCOPUS:78650859973
SN - 9781450301756
T3 - SMVC'10 - Proceedings of the 2010 ACM Workshop on Surreal Media and Virtual Cloning, Co-located with ACM Multimedia 2010
SP - 15
EP - 20
BT - SMVC'10 - Proceedings of the 2010 ACM Workshop on Surreal Media and Virtual Cloning, Co-located with ACM Multimedia 2010
T2 - 2010 ACM Workshop on Surreal Media and Virtual Cloning, SMVC'10, Co-located with ACM Multimedia 2010
Y2 - 29 October 2010 through 29 October 2010
ER -