Billboard in Focus: Estimating Driver Gaze Duration from a Single Image

Carlos Pizarroso, Zuzana Berger Haladová, Zuzana Černeková +1

Roadside billboards represent a central element of outdoor advertising, yet their presence may contribute to driver distraction and accident risk. This study introduces a fully aut…