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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Tawari, A. Mogelmose, A. Martin, S. Moeslund, T.B. Trivedi, M.M. |
| Copyright Year | 2014 |
| Description | Author affiliation: Lab. for Intell. & SafeAutomobiles, UC San Diego, San Diego, CA, USA (Tawari, A.; Mogelmose, A.; Martin, S.; Trivedi, M.M.) || Visual Anal. of People Lab., Aalborg Univ., Aalborg, Denmark (Moeslund, T.B.) |
| Abstract | This paper introduces a system for estimating the attention of a driver wearing a first person view camera using salient objects to improve gaze estimation. A challenging data set of pedestrians crossing intersections has been captured using Google Glass worn by a driver. A challenge unique to first person view from cars is that the interior of the car can take up a large part of the image. The proposed system automatically filters out the dashboard of the car, along with other parts of the instrumentation. The remaining area is used as a region of interest for a pedestrian detector. Two cameras looking at the driver are used to determine the direction of the driver's gaze, by examining the eye corners and the center of the iris. This coarse gaze estimation is then linked to the detected pedestrians to determine which pedestrian the driver is focused on at any given time. |
| Starting Page | 1381 |
| Ending Page | 1387 |
| File Size | 1929883 |
| Page Count | 7 |
| File Format | |
| ISBN | 9781479960781 |
| DOI | 10.1109/ITSC.2014.6957880 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2014-10-08 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Vehicles Cameras Iris Head Estimation Videos Synchronization |
| Content Type | Text |
| Resource Type | Article |
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