Applying Fuzzy Logic in Video Surveillance Systems

UTSePress Research/Manakin Repository

Search UTSePress Research

Advanced Search


My Account

Show simple item record Molina, Jose en_US Garcia, Jesus en_US Concha, Oscar en_US Carbo, J en_US Berlanga, Antonio en_US Portillo, J en_US
dc.contributor.editor en_US 2012-02-02T09:58:18Z 2012-02-02T09:58:18Z 2005 en_US
dc.identifier 2009006256 en_US
dc.identifier.citation Molina Jose et al. 2005, 'Applying Fuzzy Logic in Video Surveillance Systems', Universidad de Granada, vol. 12, no. 3, pp. 185-198. en_US
dc.identifier.issn 1134-5632 en_US
dc.identifier.other C1UNSUBMIT en_US
dc.description.abstract In this work, the application of fuzzy logic in surveillance systems based on cameras is analyzed. Three different fuzzy systems have been tested and compared with a crisp decision system. The first one has been developed using an expert knowledge, the second one was learned from recorded videos, and a third one is developed as a refinement taking into account evaluation with ground truth. In all cases, the core of the system is the association function, in which the developed fuzzy system takes decision about what blobs (detected pixels grouped in a zone) belong to what tracks. In this work the surveillance video system is deployed in an airport. It is embedded in an A-SMGCS Surveillance function for airport surface, based on video data processing, in charge of the automatic detection, identification and tracking of all interesting targets (aircraft and relevant ground vehicles). The system evaluation has been developed using an evaluation function specifically designed for this type of problem. Results obtained with real data in representative ground operations show different capabilities for each system to solve complex scenarios and to improve tracking accuracy. en_US
dc.language en_US
dc.publisher Universidad de Granada en_US
dc.title Applying Fuzzy Logic in Video Surveillance Systems en_US
dc.parent Mathware and Soft Computing en_US
dc.journal.volume 12 en_US
dc.journal.number 3 en_US
dc.publocation Spain en_US
dc.identifier.startpage 185 en_US
dc.identifier.endpage 198 en_US FEIT.School of Elec, Mech and Mechatronic Systems en_US
dc.conference Verified OK en_US
dc.for 080100 en_US
dc.personcode 0000036042 en_US
dc.personcode 0000036047 en_US
dc.personcode 104828 en_US
dc.personcode 0000062880 en_US
dc.personcode 0000062876 en_US
dc.personcode 0000062902 en_US
dc.percentage 100 en_US Artificial Intelligence and Image Processing en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom en_US en_US
dc.location.activity en_US
dc.description.keywords NA en_US

Files in this item

This item appears in the following Collection(s)

Show simple item record