Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912407374> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W2912407374 abstract "Studies show that the volume of traffic deaths per year is high and that a large part of these accidents are caused by distractions whose risk is aggravated by the use of cell phones while driving. This work presents results of a comparative study of three transfer learning approaches applied to classification of driver images in moments of concentration or distraction. For this study, four architectures of deep convolutional neural networks were evaluated: VGG19, Inception v3, Resnet152 and Densenet161. Results suggested that for the studied database, end-to-end transfer learning outperformed fine tuning only fully connected layers and also outperformed shallow classifiers trained with features extracted by the same deep convolutional networks." @default.
- W2912407374 created "2019-02-21" @default.
- W2912407374 creator A5033050828 @default.
- W2912407374 creator A5034776629 @default.
- W2912407374 date "2018-11-01" @default.
- W2912407374 modified "2023-10-14" @default.
- W2912407374 title "Comparing transfer learning approaches applied to distracted driver detection" @default.
- W2912407374 cites W2108335859 @default.
- W2912407374 cites W2147800946 @default.
- W2912407374 cites W2165698076 @default.
- W2912407374 cites W2194775991 @default.
- W2912407374 cites W2962835968 @default.
- W2912407374 cites W3146803896 @default.
- W2912407374 doi "https://doi.org/10.1109/la-cci.2018.8625214" @default.
- W2912407374 hasPublicationYear "2018" @default.
- W2912407374 type Work @default.
- W2912407374 sameAs 2912407374 @default.
- W2912407374 citedByCount "3" @default.
- W2912407374 countsByYear W29124073742020 @default.
- W2912407374 crossrefType "proceedings-article" @default.
- W2912407374 hasAuthorship W2912407374A5033050828 @default.
- W2912407374 hasAuthorship W2912407374A5034776629 @default.
- W2912407374 hasConcept C108583219 @default.
- W2912407374 hasConcept C119857082 @default.
- W2912407374 hasConcept C150899416 @default.
- W2912407374 hasConcept C153180895 @default.
- W2912407374 hasConcept C154945302 @default.
- W2912407374 hasConcept C169760540 @default.
- W2912407374 hasConcept C173608175 @default.
- W2912407374 hasConcept C2776175482 @default.
- W2912407374 hasConcept C2776378700 @default.
- W2912407374 hasConcept C2776465824 @default.
- W2912407374 hasConcept C41008148 @default.
- W2912407374 hasConcept C81363708 @default.
- W2912407374 hasConcept C86803240 @default.
- W2912407374 hasConceptScore W2912407374C108583219 @default.
- W2912407374 hasConceptScore W2912407374C119857082 @default.
- W2912407374 hasConceptScore W2912407374C150899416 @default.
- W2912407374 hasConceptScore W2912407374C153180895 @default.
- W2912407374 hasConceptScore W2912407374C154945302 @default.
- W2912407374 hasConceptScore W2912407374C169760540 @default.
- W2912407374 hasConceptScore W2912407374C173608175 @default.
- W2912407374 hasConceptScore W2912407374C2776175482 @default.
- W2912407374 hasConceptScore W2912407374C2776378700 @default.
- W2912407374 hasConceptScore W2912407374C2776465824 @default.
- W2912407374 hasConceptScore W2912407374C41008148 @default.
- W2912407374 hasConceptScore W2912407374C81363708 @default.
- W2912407374 hasConceptScore W2912407374C86803240 @default.
- W2912407374 hasLocation W29124073741 @default.
- W2912407374 hasOpenAccess W2912407374 @default.
- W2912407374 hasPrimaryLocation W29124073741 @default.
- W2912407374 hasRelatedWork W2744043610 @default.
- W2912407374 hasRelatedWork W2760944304 @default.
- W2912407374 hasRelatedWork W2800691917 @default.
- W2912407374 hasRelatedWork W2807839383 @default.
- W2912407374 hasRelatedWork W2912407374 @default.
- W2912407374 hasRelatedWork W3021430260 @default.
- W2912407374 hasRelatedWork W3031818154 @default.
- W2912407374 hasRelatedWork W3162092403 @default.
- W2912407374 hasRelatedWork W3196211586 @default.
- W2912407374 hasRelatedWork W4281382123 @default.
- W2912407374 isParatext "false" @default.
- W2912407374 isRetracted "false" @default.
- W2912407374 magId "2912407374" @default.
- W2912407374 workType "article" @default.