TY - BOOK
T1 - Database to Enable Facial Analysis for Driving Studies (DEFADS)
AU - Karnowski, Thomas P.
AU - Aykac, Deniz
AU - Ferrell, Regina
AU - Thompson, Leanne
AU - Torkelson, Lauren
PY - 2022
Y1 - 2022
N2 - Naturalistic Driving Studies (NDS) collect and utilize data on drivers in real-world environments in instrumented vehicles. A common problem with such studies is driver privacy. In this work we collected a dataset of 77 human subjects performing scripted driving-related activities. We used three camera systems for the collection, including two high-resolution webcam devices as well as a third system from an actual NDS (the Second Strategic Highway Research Project, or SHRP2). This report covers the data collection process and summarizes the dataset, which will be made publicly available to researchers under a data usage license.
AB - Naturalistic Driving Studies (NDS) collect and utilize data on drivers in real-world environments in instrumented vehicles. A common problem with such studies is driver privacy. In this work we collected a dataset of 77 human subjects performing scripted driving-related activities. We used three camera systems for the collection, including two high-resolution webcam devices as well as a third system from an actual NDS (the Second Strategic Highway Research Project, or SHRP2). This report covers the data collection process and summarizes the dataset, which will be made publicly available to researchers under a data usage license.
KW - 97 MATHEMATICS AND COMPUTING
KW - 99 GENERAL AND MISCELLANEOUS
U2 - 10.2172/1901618
DO - 10.2172/1901618
M3 - Commissioned report
BT - Database to Enable Facial Analysis for Driving Studies (DEFADS)
CY - United States
ER -