Matches in SemOpenAlex for { <https://semopenalex.org/work/W2899676720> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2899676720 abstract "Conventional video surveillance systems involve continuous human monitoring of video feeds which is laborious and error prone. In this paper, we present a design for automation of video surveillance using behavior analysis and face recognition. Behavior analysis involves extraction of ‘motion vectors’ using multi-object tracking, which are then fed to a multi-layer perceptron. This is shown to be more adaptive than conventional techniques, requires lesser training time and gives improved performance as a result of requiring simpler networks as compared to typical deep network based approaches. Experiments conducted with two real world scenarios gave accuracy levels of above 75% and performance improvement of 7% against contemporary solutions. Face recognition involves facial feature vector extraction and uninformed search in the feature space guided by a Kohonen classifier, eliminating the need for deep-networks while requiring lesser computation than legacy techniques. Face recognition has been tested against the ‘Landmarked Faces in the Wild’ dataset." @default.
- W2899676720 created "2018-11-16" @default.
- W2899676720 creator A5011860417 @default.
- W2899676720 creator A5036652446 @default.
- W2899676720 creator A5037300981 @default.
- W2899676720 creator A5054681471 @default.
- W2899676720 date "2017-12-01" @default.
- W2899676720 modified "2023-09-26" @default.
- W2899676720 title "Multi-layer Perceptron Based Video Surveillance System" @default.
- W2899676720 cites W1965594729 @default.
- W2899676720 cites W2113341759 @default.
- W2899676720 cites W2133512501 @default.
- W2899676720 cites W2533474511 @default.
- W2899676720 cites W2576990843 @default.
- W2899676720 cites W2599145771 @default.
- W2899676720 doi "https://doi.org/10.1109/iccic.2017.8524545" @default.
- W2899676720 hasPublicationYear "2017" @default.
- W2899676720 type Work @default.
- W2899676720 sameAs 2899676720 @default.
- W2899676720 citedByCount "0" @default.
- W2899676720 crossrefType "proceedings-article" @default.
- W2899676720 hasAuthorship W2899676720A5011860417 @default.
- W2899676720 hasAuthorship W2899676720A5036652446 @default.
- W2899676720 hasAuthorship W2899676720A5037300981 @default.
- W2899676720 hasAuthorship W2899676720A5054681471 @default.
- W2899676720 hasConcept C11413529 @default.
- W2899676720 hasConcept C115901376 @default.
- W2899676720 hasConcept C127413603 @default.
- W2899676720 hasConcept C153180895 @default.
- W2899676720 hasConcept C154945302 @default.
- W2899676720 hasConcept C202474056 @default.
- W2899676720 hasConcept C2776151529 @default.
- W2899676720 hasConcept C31510193 @default.
- W2899676720 hasConcept C31972630 @default.
- W2899676720 hasConcept C41008148 @default.
- W2899676720 hasConcept C45374587 @default.
- W2899676720 hasConcept C50644808 @default.
- W2899676720 hasConcept C52622490 @default.
- W2899676720 hasConcept C60908668 @default.
- W2899676720 hasConcept C65483669 @default.
- W2899676720 hasConcept C78519656 @default.
- W2899676720 hasConcept C83665646 @default.
- W2899676720 hasConcept C95623464 @default.
- W2899676720 hasConceptScore W2899676720C11413529 @default.
- W2899676720 hasConceptScore W2899676720C115901376 @default.
- W2899676720 hasConceptScore W2899676720C127413603 @default.
- W2899676720 hasConceptScore W2899676720C153180895 @default.
- W2899676720 hasConceptScore W2899676720C154945302 @default.
- W2899676720 hasConceptScore W2899676720C202474056 @default.
- W2899676720 hasConceptScore W2899676720C2776151529 @default.
- W2899676720 hasConceptScore W2899676720C31510193 @default.
- W2899676720 hasConceptScore W2899676720C31972630 @default.
- W2899676720 hasConceptScore W2899676720C41008148 @default.
- W2899676720 hasConceptScore W2899676720C45374587 @default.
- W2899676720 hasConceptScore W2899676720C50644808 @default.
- W2899676720 hasConceptScore W2899676720C52622490 @default.
- W2899676720 hasConceptScore W2899676720C60908668 @default.
- W2899676720 hasConceptScore W2899676720C65483669 @default.
- W2899676720 hasConceptScore W2899676720C78519656 @default.
- W2899676720 hasConceptScore W2899676720C83665646 @default.
- W2899676720 hasConceptScore W2899676720C95623464 @default.
- W2899676720 hasLocation W28996767201 @default.
- W2899676720 hasOpenAccess W2899676720 @default.
- W2899676720 hasPrimaryLocation W28996767201 @default.
- W2899676720 hasRelatedWork W1498387692 @default.
- W2899676720 hasRelatedWork W1921506954 @default.
- W2899676720 hasRelatedWork W2027962561 @default.
- W2899676720 hasRelatedWork W2129702466 @default.
- W2899676720 hasRelatedWork W2172025020 @default.
- W2899676720 hasRelatedWork W2292319643 @default.
- W2899676720 hasRelatedWork W2543459589 @default.
- W2899676720 hasRelatedWork W2554173462 @default.
- W2899676720 hasRelatedWork W2568416904 @default.
- W2899676720 hasRelatedWork W2596960984 @default.
- W2899676720 hasRelatedWork W2743184152 @default.
- W2899676720 hasRelatedWork W2964666881 @default.
- W2899676720 hasRelatedWork W2983534863 @default.
- W2899676720 hasRelatedWork W3005792386 @default.
- W2899676720 hasRelatedWork W3035929818 @default.
- W2899676720 hasRelatedWork W3055809807 @default.
- W2899676720 hasRelatedWork W3159111621 @default.
- W2899676720 hasRelatedWork W3161369743 @default.
- W2899676720 hasRelatedWork W2958519363 @default.
- W2899676720 hasRelatedWork W3147597635 @default.
- W2899676720 isParatext "false" @default.
- W2899676720 isRetracted "false" @default.
- W2899676720 magId "2899676720" @default.
- W2899676720 workType "article" @default.