Matches in SemOpenAlex for { <https://semopenalex.org/work/W2904995056> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2904995056 abstract "While vehicle automation increases in the near future human drivers will still be responsible for monitoring of the driving environment or as a fallback for critical situations. Thus, systems for autonomy levels 2 to 3 require proper knowledge about the driver's state including, for example, the seating position, activity, or hands-on-steering-wheel status. We introduce an interior sensing system to classify the state of the driver inside a vehicle based on images of a single time-of-flight camera. We present an efficient and robust approach based on a hierarchical label structure and a cost function which focuses only on relevant labels inside this hierarchical label structure. Our approach reduces the number of output neurons while creating a fallback option inside the classifier simultaneously. This leads to improved classification results compared to common approaches. In our experiments we demonstrate a solution for combined assessment of seat occupancy, driving position, hands on steering wheel, and driver-object interaction." @default.
- W2904995056 created "2018-12-22" @default.
- W2904995056 creator A5060805066 @default.
- W2904995056 creator A5077564057 @default.
- W2904995056 creator A5080666933 @default.
- W2904995056 date "2018-11-01" @default.
- W2904995056 modified "2023-09-29" @default.
- W2904995056 title "Driver State Monitoring with Hierarchical Classification" @default.
- W2904995056 cites W1910192750 @default.
- W2904995056 cites W1959000896 @default.
- W2904995056 cites W1978962787 @default.
- W2904995056 cites W2000933360 @default.
- W2904995056 cites W2014566476 @default.
- W2904995056 cites W2052604480 @default.
- W2904995056 cites W2105174503 @default.
- W2904995056 cites W2127842962 @default.
- W2904995056 cites W2132565621 @default.
- W2904995056 cites W2150463764 @default.
- W2904995056 cites W2150766729 @default.
- W2904995056 cites W2152264487 @default.
- W2904995056 cites W2486323017 @default.
- W2904995056 cites W2533823693 @default.
- W2904995056 cites W2570343428 @default.
- W2904995056 cites W2579937995 @default.
- W2904995056 cites W2592810172 @default.
- W2904995056 cites W2595203562 @default.
- W2904995056 cites W2741922652 @default.
- W2904995056 doi "https://doi.org/10.1109/itsc.2018.8569467" @default.
- W2904995056 hasPublicationYear "2018" @default.
- W2904995056 type Work @default.
- W2904995056 sameAs 2904995056 @default.
- W2904995056 citedByCount "4" @default.
- W2904995056 countsByYear W29049950562019 @default.
- W2904995056 countsByYear W29049950562022 @default.
- W2904995056 countsByYear W29049950562023 @default.
- W2904995056 crossrefType "proceedings-article" @default.
- W2904995056 hasAuthorship W2904995056A5060805066 @default.
- W2904995056 hasAuthorship W2904995056A5077564057 @default.
- W2904995056 hasAuthorship W2904995056A5080666933 @default.
- W2904995056 hasConcept C10138342 @default.
- W2904995056 hasConcept C115901376 @default.
- W2904995056 hasConcept C127413603 @default.
- W2904995056 hasConcept C133731056 @default.
- W2904995056 hasConcept C154945302 @default.
- W2904995056 hasConcept C160331591 @default.
- W2904995056 hasConcept C162324750 @default.
- W2904995056 hasConcept C170154142 @default.
- W2904995056 hasConcept C171146098 @default.
- W2904995056 hasConcept C198082294 @default.
- W2904995056 hasConcept C2780354894 @default.
- W2904995056 hasConcept C41008148 @default.
- W2904995056 hasConcept C78519656 @default.
- W2904995056 hasConcept C79403827 @default.
- W2904995056 hasConcept C87833898 @default.
- W2904995056 hasConcept C95623464 @default.
- W2904995056 hasConceptScore W2904995056C10138342 @default.
- W2904995056 hasConceptScore W2904995056C115901376 @default.
- W2904995056 hasConceptScore W2904995056C127413603 @default.
- W2904995056 hasConceptScore W2904995056C133731056 @default.
- W2904995056 hasConceptScore W2904995056C154945302 @default.
- W2904995056 hasConceptScore W2904995056C160331591 @default.
- W2904995056 hasConceptScore W2904995056C162324750 @default.
- W2904995056 hasConceptScore W2904995056C170154142 @default.
- W2904995056 hasConceptScore W2904995056C171146098 @default.
- W2904995056 hasConceptScore W2904995056C198082294 @default.
- W2904995056 hasConceptScore W2904995056C2780354894 @default.
- W2904995056 hasConceptScore W2904995056C41008148 @default.
- W2904995056 hasConceptScore W2904995056C78519656 @default.
- W2904995056 hasConceptScore W2904995056C79403827 @default.
- W2904995056 hasConceptScore W2904995056C87833898 @default.
- W2904995056 hasConceptScore W2904995056C95623464 @default.
- W2904995056 hasLocation W29049950561 @default.
- W2904995056 hasOpenAccess W2904995056 @default.
- W2904995056 hasPrimaryLocation W29049950561 @default.
- W2904995056 hasRelatedWork W1988472761 @default.
- W2904995056 hasRelatedWork W2041436687 @default.
- W2904995056 hasRelatedWork W2090406769 @default.
- W2904995056 hasRelatedWork W2474469336 @default.
- W2904995056 hasRelatedWork W2563096758 @default.
- W2904995056 hasRelatedWork W2773791471 @default.
- W2904995056 hasRelatedWork W2893166245 @default.
- W2904995056 hasRelatedWork W2895767712 @default.
- W2904995056 hasRelatedWork W2912397168 @default.
- W2904995056 hasRelatedWork W3211342332 @default.
- W2904995056 isParatext "false" @default.
- W2904995056 isRetracted "false" @default.
- W2904995056 magId "2904995056" @default.
- W2904995056 workType "article" @default.