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eye-gaze


eye-gaze

Repositiory for Eye Gaze Detection and Tracking

We have implemented an Eye Gaze tracking system ( currently in Beta version ) using a series of algorithms. It computes the following :

  • Pupil detection

  • Facial Normal

  • Gaze direction

To have a look into how we did it, just clone the repository and checkout v1.0.

$ cd eye-gaze
$ git checkout tags/v1.0
$ make





Or you can download eye-gaze v1.0 directly from releases.

For a trial,

$ cd eye-gaze
$ ./bin/oic





Dependencies

  • OpenCV ( used 2.4.9 )

Sample outputs





References

Head-pose estimation

1.Michael Sapienza and Kenneth P. Camilleri - “Fasthpe: A recipe for quick head pose estimation”

2.Michael Sapienza - “Head Motion Tracking and Pose Estimation in the Six Degrees of Freedom”

3.Roberto Valenti, Nicu Sebe , and Theo Gevers - “Combining Head Pose and Eye Location Information for Gaze Estimation”

4.Xuehan Xiong ,Fernando De la Torre - “Supervised Descent Method and its Applications to Face Alignment”

5.Hiyam Hatem , Zou Beiji , Raed Majeed , Jumana Waleed Mohammed Lutf - “Head Pose Estimation Based On Detecting Facial Features “

6.Oliver Jesorsky, Klaus J. Kirchberg, and Robert W. Frischholz - “Robust Face Detection”

Pupil localisation

1.Fabian Timm and Erhardt Barth - “ACCURATE EYE CENTRE LOCALISATION BY MEANS OF GRADIENTS”

2.Tom Heyman , Vincent Spruyt , Alessandro Ledda - 3D Face “Tracking and Gaze Estimation Using a Monocular Camera”

3.Luke Allen and Adam Jensen - “Webcam-based Gaze Estimation”

4.Jian-Gang Wang , Eric Sung , Ronda Venkateswarlu - ”Eye Gaze Estimation from a Single Image of One Eye”

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