Matches in SemOpenAlex for { <https://semopenalex.org/work/W2939715431> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W2939715431 abstract "Driver distraction is one of the major causes for fatal car accidents. In a distracting activity, manual distraction is a triggered response of other types of distraction, such as cognitive and visual distraction. Therefore, recognition of manual distraction can contribute to the monitoring of overall drivers’ distraction. In this study, a computer vision-based method to track hand movement from the recorded driving behavior is proposed. This method integrates a low computational cost template matching algorithm using fast normalized cross coefficient (NCC) and a novel searching strategy. The proposed method was evaluated by the VIVA hand tracking data set. It achieves 50.83% of marginal accuracy percentage (mAP), 42.18% of multiple object tracking accuracy (MOTA), 31.56% of mostly tracked (MT), and 19.29% of mostly lost (ML), and it outperformed a state of the art algorithm in MOTA and MT. Additionally, the computational cost of the proposed method is greatly improved, and it can run at around 11.1 frames per second. The outcome of this research will further assist driving distraction recognition and mitigation, and improve driving safety." @default.
- W2939715431 created "2019-04-25" @default.
- W2939715431 creator A5004538381 @default.
- W2939715431 creator A5014888334 @default.
- W2939715431 creator A5027475930 @default.
- W2939715431 date "2019-04-17" @default.
- W2939715431 modified "2023-09-23" @default.
- W2939715431 title "Video-Based Driver’s Hand Tracking using Fast Normalized Cross Coefficient with Improved Computational Efficiency" @default.
- W2939715431 cites W1861492603 @default.
- W2939715431 cites W2014484811 @default.
- W2939715431 cites W2031489346 @default.
- W2939715431 cites W2032721580 @default.
- W2939715431 cites W2124781496 @default.
- W2939715431 cites W2154998637 @default.
- W2939715431 cites W2171447090 @default.
- W2939715431 cites W2344670281 @default.
- W2939715431 cites W2558883996 @default.
- W2939715431 cites W639708223 @default.
- W2939715431 doi "https://doi.org/10.1177/0361198119841554" @default.
- W2939715431 hasPublicationYear "2019" @default.
- W2939715431 type Work @default.
- W2939715431 sameAs 2939715431 @default.
- W2939715431 citedByCount "0" @default.
- W2939715431 crossrefType "journal-article" @default.
- W2939715431 hasAuthorship W2939715431A5004538381 @default.
- W2939715431 hasAuthorship W2939715431A5014888334 @default.
- W2939715431 hasAuthorship W2939715431A5027475930 @default.
- W2939715431 hasConcept C15744967 @default.
- W2939715431 hasConcept C169760540 @default.
- W2939715431 hasConcept C169900460 @default.
- W2939715431 hasConcept C180747234 @default.
- W2939715431 hasConcept C19417346 @default.
- W2939715431 hasConcept C2775936607 @default.
- W2939715431 hasConcept C2776378700 @default.
- W2939715431 hasConcept C41008148 @default.
- W2939715431 hasConcept C44154836 @default.
- W2939715431 hasConceptScore W2939715431C15744967 @default.
- W2939715431 hasConceptScore W2939715431C169760540 @default.
- W2939715431 hasConceptScore W2939715431C169900460 @default.
- W2939715431 hasConceptScore W2939715431C180747234 @default.
- W2939715431 hasConceptScore W2939715431C19417346 @default.
- W2939715431 hasConceptScore W2939715431C2775936607 @default.
- W2939715431 hasConceptScore W2939715431C2776378700 @default.
- W2939715431 hasConceptScore W2939715431C41008148 @default.
- W2939715431 hasConceptScore W2939715431C44154836 @default.
- W2939715431 hasLocation W29397154311 @default.
- W2939715431 hasOpenAccess W2939715431 @default.
- W2939715431 hasPrimaryLocation W29397154311 @default.
- W2939715431 hasRelatedWork W142014754 @default.
- W2939715431 hasRelatedWork W143233867 @default.
- W2939715431 hasRelatedWork W1538399668 @default.
- W2939715431 hasRelatedWork W2374407582 @default.
- W2939715431 hasRelatedWork W2509142475 @default.
- W2939715431 hasRelatedWork W2516189255 @default.
- W2939715431 hasRelatedWork W2772431765 @default.
- W2939715431 hasRelatedWork W2798010789 @default.
- W2939715431 hasRelatedWork W28164248 @default.
- W2939715431 hasRelatedWork W2899798728 @default.
- W2939715431 hasRelatedWork W2910745381 @default.
- W2939715431 hasRelatedWork W2941347957 @default.
- W2939715431 hasRelatedWork W3036682624 @default.
- W2939715431 hasRelatedWork W2565218791 @default.
- W2939715431 hasRelatedWork W2958736535 @default.
- W2939715431 hasRelatedWork W2968698619 @default.
- W2939715431 hasRelatedWork W3020490588 @default.
- W2939715431 hasRelatedWork W3125762415 @default.
- W2939715431 hasRelatedWork W3132184383 @default.
- W2939715431 hasRelatedWork W3181595659 @default.
- W2939715431 isParatext "false" @default.
- W2939715431 isRetracted "false" @default.
- W2939715431 magId "2939715431" @default.
- W2939715431 workType "article" @default.