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RI | Publications | Passive Driver Gaze Tracking with Active Appearance Models
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Passive Driver Gaze Tracking with Active Appearance Models
T. Ishikawa, S. Baker, I. Matthews, and T. Kanade
tech. report CMU-RI-TR-04-08, Robotics Institute, Carnegie Mellon University, February, 2004.
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| Abstract |
Passive gaze estimation is usually performed by locating the pupils, and the inner and outer eye corners in the image of the driver's head. Of these feature points, the eye corners are just as important, and perhaps harder to detect, than the pupils. The eye corners are usually found using local feature detectors and trackers. In this paper, we describe a passive driver gaze tracking system which uses a global head model, specifically an Active Appearance Model (AAM), to track the whole head. From the AAM, the eye corners, eye region, and head pose are robustly extracted and then used to estimate the gaze.
| Notes |
Associated center: VASC
Associated labs/groups: Vision for Safe Driving, Face Group, and Human Sensing
Associated project: Gaze Estimation
| Text Reference |
T. Ishikawa, S. Baker, I. Matthews, and T. Kanade, Passive Driver Gaze Tracking with Active Appearance Models, tech. report CMU-RI-TR-04-08, Robotics Institute, Carnegie Mellon University, February, 2004.
| BibTeX Reference |
@techreport{Ishikawa_2004_4586,
author = "Takahiro Ishikawa and Simon Baker and Iain Matthews and Takeo Kanade",
title = "Passive Driver Gaze Tracking with Active Appearance Models",
institution = "Robotics Institute, Carnegie Mellon University",
month = "February",
year = "2004",
number = "CMU-RI-TR-04-08",
address = "Pittsburgh, PA"
}