Matches in SemOpenAlex for { <https://semopenalex.org/work/W4383097397> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W4383097397 abstract "As autonomous driving systems prevail, it is becoming increasingly critical that the systems learn from databases containing fine-grained driving scenarios. Most databases currently available are human-annotated; they are expensive, time-consuming, and subject to behavioral biases. In this paper, we provide initial evidence supporting a novel technique utilizing drivers' electroencephalography (EEG) signals to implicitly label hazardous driving scenarios while passively viewing recordings of real-road driving, thus sparing the need for manual annotation and avoiding human annotators' behavioral biases during explicit report. We conducted an EEG experiment using real-life and animated recordings of driving scenarios and asked participants to report danger explicitly whenever necessary. Behavioral results showed the participants tended to report danger only when overt hazards (e.g., a vehicle or a pedestrian appearing unexpectedly from behind an occlusion) were in view. By contrast, their EEG signals were enhanced at the sight of both an overt hazard and a covert hazard (e.g., an occlusion signalling possible appearance of a vehicle or a pedestrian from behind). Thus, EEG signals were more sensitive to driving hazards than explicit reports. Further, the Time-Series AI (TSAI, [1]) successfully classified EEG signals corresponding to overt and covert hazards. We discuss future steps necessary to materialize the technique in real life." @default.
- W4383097397 created "2023-07-05" @default.
- W4383097397 creator A5011913905 @default.
- W4383097397 creator A5012250906 @default.
- W4383097397 creator A5015312371 @default.
- W4383097397 creator A5027635171 @default.
- W4383097397 creator A5032769690 @default.
- W4383097397 creator A5059493432 @default.
- W4383097397 creator A5086664284 @default.
- W4383097397 creator A5089973290 @default.
- W4383097397 date "2023-05-29" @default.
- W4383097397 modified "2023-09-26" @default.
- W4383097397 title "Annotating Covert Hazardous Driving Scenarios Online: Utilizing Drivers' Electroencephalography (EEG) Signals" @default.
- W4383097397 cites W1988764534 @default.
- W4383097397 cites W1999353646 @default.
- W4383097397 cites W2022500640 @default.
- W4383097397 cites W2024532721 @default.
- W4383097397 cites W2038829180 @default.
- W4383097397 cites W2067492754 @default.
- W4383097397 cites W2069896508 @default.
- W4383097397 cites W2107549469 @default.
- W4383097397 cites W2119554284 @default.
- W4383097397 cites W2121233493 @default.
- W4383097397 cites W2128495200 @default.
- W4383097397 cites W2150066425 @default.
- W4383097397 cites W2340897893 @default.
- W4383097397 cites W2419278605 @default.
- W4383097397 cites W2567575208 @default.
- W4383097397 cites W2743353723 @default.
- W4383097397 cites W2899964458 @default.
- W4383097397 cites W2963860024 @default.
- W4383097397 cites W3008725155 @default.
- W4383097397 cites W3010127691 @default.
- W4383097397 cites W3090425017 @default.
- W4383097397 cites W3120841571 @default.
- W4383097397 cites W3130423852 @default.
- W4383097397 cites W3208303583 @default.
- W4383097397 cites W4225508569 @default.
- W4383097397 cites W4281695743 @default.
- W4383097397 cites W4286560204 @default.
- W4383097397 doi "https://doi.org/10.1109/icra48891.2023.10161448" @default.
- W4383097397 hasPublicationYear "2023" @default.
- W4383097397 type Work @default.
- W4383097397 citedByCount "0" @default.
- W4383097397 crossrefType "proceedings-article" @default.
- W4383097397 hasAuthorship W4383097397A5011913905 @default.
- W4383097397 hasAuthorship W4383097397A5012250906 @default.
- W4383097397 hasAuthorship W4383097397A5015312371 @default.
- W4383097397 hasAuthorship W4383097397A5027635171 @default.
- W4383097397 hasAuthorship W4383097397A5032769690 @default.
- W4383097397 hasAuthorship W4383097397A5059493432 @default.
- W4383097397 hasAuthorship W4383097397A5086664284 @default.
- W4383097397 hasAuthorship W4383097397A5089973290 @default.
- W4383097397 hasConcept C107457646 @default.
- W4383097397 hasConcept C138885662 @default.
- W4383097397 hasConcept C154945302 @default.
- W4383097397 hasConcept C15744967 @default.
- W4383097397 hasConcept C169760540 @default.
- W4383097397 hasConcept C178790620 @default.
- W4383097397 hasConcept C185592680 @default.
- W4383097397 hasConcept C2779338814 @default.
- W4383097397 hasConcept C2780657452 @default.
- W4383097397 hasConcept C41008148 @default.
- W4383097397 hasConcept C41895202 @default.
- W4383097397 hasConcept C49261128 @default.
- W4383097397 hasConcept C522805319 @default.
- W4383097397 hasConcept C76155785 @default.
- W4383097397 hasConceptScore W4383097397C107457646 @default.
- W4383097397 hasConceptScore W4383097397C138885662 @default.
- W4383097397 hasConceptScore W4383097397C154945302 @default.
- W4383097397 hasConceptScore W4383097397C15744967 @default.
- W4383097397 hasConceptScore W4383097397C169760540 @default.
- W4383097397 hasConceptScore W4383097397C178790620 @default.
- W4383097397 hasConceptScore W4383097397C185592680 @default.
- W4383097397 hasConceptScore W4383097397C2779338814 @default.
- W4383097397 hasConceptScore W4383097397C2780657452 @default.
- W4383097397 hasConceptScore W4383097397C41008148 @default.
- W4383097397 hasConceptScore W4383097397C41895202 @default.
- W4383097397 hasConceptScore W4383097397C49261128 @default.
- W4383097397 hasConceptScore W4383097397C522805319 @default.
- W4383097397 hasConceptScore W4383097397C76155785 @default.
- W4383097397 hasLocation W43830973971 @default.
- W4383097397 hasOpenAccess W4383097397 @default.
- W4383097397 hasPrimaryLocation W43830973971 @default.
- W4383097397 hasRelatedWork W2216376285 @default.
- W4383097397 hasRelatedWork W2611324559 @default.
- W4383097397 hasRelatedWork W2952991285 @default.
- W4383097397 hasRelatedWork W2959464144 @default.
- W4383097397 hasRelatedWork W2967261438 @default.
- W4383097397 hasRelatedWork W4239406096 @default.
- W4383097397 hasRelatedWork W4248836809 @default.
- W4383097397 hasRelatedWork W4322616305 @default.
- W4383097397 hasRelatedWork W4383097397 @default.
- W4383097397 hasRelatedWork W2241918451 @default.
- W4383097397 isParatext "false" @default.
- W4383097397 isRetracted "false" @default.
- W4383097397 workType "article" @default.