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- W3031920744 abstract "A solution for driver monitoring and event detection based on 3D information from a range imaging camera ispresented: The system combines 2D and 3D algorithms to provide head pose estimation and regions of interestidentification. Starting with the captured cloud of 3D points from the sensor and the detection of a face in the 2Dprojection of it, the points that correspond to the head are determined and extracted for further analysis. Later thehead pose estimation with 3 degrees of freedom (Euler angles) is estimated using ICP algorithm. As a final step,the important regions of the face are identified and used for further experimentation, e.g. gaze orientation, behavioranalysis and more. The resulting application is a complete 3D driver monitoring application, based on low costsensor; it is described how to combine both 2D and 3D computer vision algorithms for future human factorsresearch enabling the possibility to study specific factors like driver drowsiness, gaze orientation or the head poseestimation itself.The experimental results shown are compared with ground-truth head movements obtained using an IMU." @default.
- W3031920744 created "2020-06-05" @default.
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- W3031920744 date "2014-01-01" @default.
- W3031920744 modified "2023-09-27" @default.
- W3031920744 title "Head pose estimation based on 2D and 3D information" @default.
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