Title :
Estimation of a three-dimensional gaze point and the gaze target from the road images
Author :
Takagi, Kenji ; Kawanaka, Haruki ; Bhuiyan, Md Shoaib ; Oguri, Koji
Author_Institution :
Grad. Sch. of Inf. Sci. & Technol., Aichi Prefectural Univ., Shizuoka, Japan
Abstract :
Various ways of measuring a glance and estimating a gaze point have been studied in the literature, but they are mainly of two-dimension. We propose a new method to estimate three-dimensional information of a gaze target and to obtain the appearance of the gaze target. We propose the use of two sets of stereo cameras. One is used to measure the three-dimensional environment outside the vehicle, and the other to measure the driver´s glance. By integrating these stereo camera information, we have estimated the three-dimensional coordinates of the driver´s gaze. We also obtain information such as a forward vehicle, a sign, pedestrian and so on of the gaze target from the projection into a road image.
Keywords :
cameras; driver information systems; object detection; roads; stereo image processing; video surveillance; 3D gaze point estimation; driver glance measurement; gaze target detection; projection; road images; sign pedestrian; stereo cameras; Cameras; Equations; Lenses; Mathematical model; Roads; Vectors; Vehicles;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2011 14th International IEEE Conference on
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4577-2198-4
DOI :
10.1109/ITSC.2011.6083129