TY - GEN
T1 - Towards a framework for collaborative video surveillance system using crowdsourcing
AU - Saito, Susumu
AU - Nakano, Teppei
AU - Kobayashi, Tetsunori
PY - 2016/2/27
Y1 - 2016/2/27
N2 - This paper proposes a new framework for video surveillance systems for crime prevention. The main purpose of this framework is to help provide reasonable and stable solutions for automated video surveillance systems in a collaborative way. This framework is characterized by a verification process using crowdsourcing after the image analysis process: automated image analyzer detects as many suspicious events as possible followed by filtering process using human intelligence, to achieve both high recall and high precision rates. Here we describe the basic mechanisms for collaboration between camera devices, data stores, image analyzers and surveillance crowds.
AB - This paper proposes a new framework for video surveillance systems for crime prevention. The main purpose of this framework is to help provide reasonable and stable solutions for automated video surveillance systems in a collaborative way. This framework is characterized by a verification process using crowdsourcing after the image analysis process: automated image analyzer detects as many suspicious events as possible followed by filtering process using human intelligence, to achieve both high recall and high precision rates. Here we describe the basic mechanisms for collaboration between camera devices, data stores, image analyzers and surveillance crowds.
KW - Collaborative video surveillance
KW - Crowdsourcing
KW - Framework
UR - http://www.scopus.com/inward/record.url?scp=84963616118&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84963616118&partnerID=8YFLogxK
U2 - 10.1145/2818052.2869074
DO - 10.1145/2818052.2869074
M3 - Conference contribution
AN - SCOPUS:84963616118
T3 - Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW
SP - 393
EP - 396
BT - Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing Companion, CSCW 2016 Companion
PB - Association for Computing Machinery
T2 - 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, CSCW 2016
Y2 - 26 February 2016 through 2 March 2016
ER -