Webcam videos of users displaying ranges of eye gaze and head pose. 10 participants were recorded twice: the first time they slowly move their head in various orientations relative to the camera. In the second set of recordings the participants change their gaze, first from a frontal view then from when their head is rotated to the right.
The first set of 10 recordings last 10 seconds each, the second set of 10 recordings last 12 seconds each. The same subjects appear in both experiments. Ground truth for head pose is provided via a set of LEDs mounted on the user’s head. Recordings are made at 30 frames per second, at a spatial resolution of 640 x 480 pixels.
Eye gaze and head pose can be related with the user’s attention towards the screen, an object or another user. This dataset has been used to train an eye gaze/head pose estimation tool in the context of students reading off screen.
More info at: S. Asteriadis, D. Soufleros, K. Karpouzis, S. Kollias, “A Natural Head Pose and Eye Gaze Dataset”, International Conference on Multimodal Interfaces (ICMI 2009), November 2-6, Boston, MA.
The dataset can be downloaded from http://www.image.ece.ntua.gr/~stiast/HPEG/
- year: 2009
- url: http://www.image.ece.ntua.gr/~stiast/HPEG/
- main_author: Stelios Asteriadis
- subjects: 10
- naturality: scripted
- media: AVI videos
- language: none
- interaction:none (single person recorded performing on demand actions)
- annotation:frame by frame head pose and gaze direction
Categories: face-analysis
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