Biometrical driver face verification
Jolanta Chmielińska, Jacek Jakubowski · Autobusy : technika, eksploatacja, systemy transportowe · 2018
The paper discusses the problem of face verification in a driver monitoring system for the purpose of traffic safety. Two different methods of face verification were proposed. Both of them are based on a convolutional neural network and were developed with the use of a transfer learning technique. In the paper, the results produced by both proposed method have been presented and compared. Moreover, their advantages and disadvantages have been discussed.