Matches in SemOpenAlex for { <https://semopenalex.org/work/W4376608768> ?p ?o ?g. }
Showing items 1 to 60 of
60
with 100 items per page.
- W4376608768 abstract "The detection of vehicles and pedestrians on the road is one of the most challenging problems in object detection and autonomous vehicles. This paper reports a novel intelligent traffic monitoring and management system using You Only Look Once (YOLO) and OpenCV tracker. A new database named 'Kannur University Vehicle Database (KNUVDB)’ is created and used for the purpose of studying vehicle detection., in addition to the available datasets in literature. We focus on counting the vehicles after they have been detected and tracked. Later., performs the traffic update by using the vehicle count. The proposed method provides better detection accuracy on the real-time traffic video dataset available in the literatures and also on the KNUVDB dataset. Experimental studies have shown that Discriminative Correlation Filter with Channel and Spatial Reliability (CSRT) and Kernelized Correlation Filter (KCF) provide better performance than other OpenCV trackers. In KNUVDB dataset., YOLO-CSRT gives 100% accuracy and YOLO-KCF provides 90.90% accuracy in vehicle detection., tracking and counting. In real-time road traffic video dataset., YOLO-CSRT provides 100% accuracy and YOLO-KCF provides 93.70 <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>%</sup> accuracy in vehicle detection., tracking., and counting accuracy." @default.
- W4376608768 created "2023-05-17" @default.
- W4376608768 creator A5019218687 @default.
- W4376608768 creator A5031403630 @default.
- W4376608768 creator A5091461256 @default.
- W4376608768 date "2022-12-21" @default.
- W4376608768 modified "2023-09-23" @default.
- W4376608768 title "End-to-End Traffic Monitoring and Management in Real-Time Road Traffic" @default.
- W4376608768 doi "https://doi.org/10.1109/iatmsi56455.2022.10119300" @default.
- W4376608768 hasPublicationYear "2022" @default.
- W4376608768 type Work @default.
- W4376608768 citedByCount "0" @default.
- W4376608768 crossrefType "proceedings-article" @default.
- W4376608768 hasAuthorship W4376608768A5019218687 @default.
- W4376608768 hasAuthorship W4376608768A5031403630 @default.
- W4376608768 hasAuthorship W4376608768A5091461256 @default.
- W4376608768 hasConcept C127413603 @default.
- W4376608768 hasConcept C153180895 @default.
- W4376608768 hasConcept C154945302 @default.
- W4376608768 hasConcept C15744967 @default.
- W4376608768 hasConcept C19417346 @default.
- W4376608768 hasConcept C22212356 @default.
- W4376608768 hasConcept C2775936607 @default.
- W4376608768 hasConcept C2776151529 @default.
- W4376608768 hasConcept C31972630 @default.
- W4376608768 hasConcept C41008148 @default.
- W4376608768 hasConcept C47796450 @default.
- W4376608768 hasConcept C56461940 @default.
- W4376608768 hasConcept C57501372 @default.
- W4376608768 hasConcept C97931131 @default.
- W4376608768 hasConceptScore W4376608768C127413603 @default.
- W4376608768 hasConceptScore W4376608768C153180895 @default.
- W4376608768 hasConceptScore W4376608768C154945302 @default.
- W4376608768 hasConceptScore W4376608768C15744967 @default.
- W4376608768 hasConceptScore W4376608768C19417346 @default.
- W4376608768 hasConceptScore W4376608768C22212356 @default.
- W4376608768 hasConceptScore W4376608768C2775936607 @default.
- W4376608768 hasConceptScore W4376608768C2776151529 @default.
- W4376608768 hasConceptScore W4376608768C31972630 @default.
- W4376608768 hasConceptScore W4376608768C41008148 @default.
- W4376608768 hasConceptScore W4376608768C47796450 @default.
- W4376608768 hasConceptScore W4376608768C56461940 @default.
- W4376608768 hasConceptScore W4376608768C57501372 @default.
- W4376608768 hasConceptScore W4376608768C97931131 @default.
- W4376608768 hasLocation W43766087681 @default.
- W4376608768 hasOpenAccess W4376608768 @default.
- W4376608768 hasPrimaryLocation W43766087681 @default.
- W4376608768 hasRelatedWork W1497101000 @default.
- W4376608768 hasRelatedWork W1578117154 @default.
- W4376608768 hasRelatedWork W1955388589 @default.
- W4376608768 hasRelatedWork W2086383524 @default.
- W4376608768 hasRelatedWork W3015973434 @default.
- W4376608768 hasRelatedWork W3036550512 @default.
- W4376608768 hasRelatedWork W3187478796 @default.
- W4376608768 hasRelatedWork W4214506192 @default.
- W4376608768 hasRelatedWork W4286251267 @default.
- W4376608768 hasRelatedWork W3203946263 @default.
- W4376608768 isParatext "false" @default.
- W4376608768 isRetracted "false" @default.
- W4376608768 workType "article" @default.