Eye-model-based gaze estimation by RGB-D camera

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

Volumn , Issue , 2014, Pages 606-610

  Jianfeng, Li ^a   Shigang, Li ^a  

^a TOTTORI UNIVERSITY   (Japan)

Author keywords

eyeball calibration; free head motion; gaze estimation; kinect sensor; pupil center detection

Indexed keywords

CALIBRATION; CAMERAS; COMPUTER VISION;

3D INFORMATION; FREE-HEAD; GAZE DIRECTION; GAZE ESTIMATION; HEAD MODEL; KINECT SENSORS; PUPIL CENTERS; RGB-D CAMERAS;

THREE DIMENSIONAL COMPUTER GRAPHICS;

EID: 84908514309     PISSN: 21607508     EISSN: 21607516     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2014.93     Document Type: Conference Paper

References (17)

1. D. W. Hansen and Q. Ji. In the eye of the beholder: a survey of models for eyes and gaze. IEEE Trans. on Pat. Analysis and Machine Intelligence, 32(3):478-500, Mar. 2010.
2. K. Tan, D. J. Kriegman, and N. Ahuja. Appearance-based eye gaze estimation. In Proceedings of the 6th IEEE Workshop on Applications of Computer Vision, pp. 2667-2674, 2010.
3. F. Lu, T. Okabe, Y. Sugano, and Y. Sato. A head pose-free approach for appearance-based gaze estimation. British Machine Vision Conference, pp. 1-11, 2011.
4. F. Lu, Y. Sugano, T. Okabe, and Y. Sato. Inferring Human Gaze from Appearance via Adaptive Linear Regression. In ICCV: International Conference on Computer Vision, Barcelona, Spain, 2011.
5. R. Valenti, T. Gevers. Accurate eye center location and tracking using isophote curvature. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008), pp. 1-8, 2008.
6. J. G. Wang, E. Sung, and R. Venkateswarlu. Eye gaze estimation from a single image of one eye. In Proceedings of the 9th IEEE International Conference on Copmputer Vision (ICCV 2003), pp. 136-143, 2003.
7. E. D. Guestrin and M. Eizenman. Remote point-of-gaze estimation requiring a single-point calibration for applications with infants. In Proceedings of the 2008 symposium on eye tracking research & applications, pp. 267-274, 2008.
8. B. Noris, J. Keller, and A. Billard. A wearable gaze tracking system for children in unconstrained environments. Computer Vision and Image Understanding, pp. 1-27, 2010.
9. Z. Zhu, Q. Ji, and K. P. Bennett. Nonlinear eye gaze mapping function estimation via support vector regression. International Conference on Pattern Recognition, pp. 1132-1135, 2006.
10. T. Nagamatsu, J. Kamahara, and N. Tanaka. 3D gaze tracking with easy calibration using stereo cameras for robot and human communication. In Proceedings of the 17th IEEE International Symposium on Robot and Human Interactive Communication, pp. 59-64, 2008.
11. Z. Zhu, Q. Ji. Novel eye gaze tracking techniques under natural head movement. IEEE Transaction on Biomedical Engineering, 54(12):2246-2260, 2007.
12. R. Jafari, D. Ziou. Gaze estimation using Kinect/PTZ camera. In Proceedings of 2012 IEEE International Symposium on Robotic and Sensors Environments, pp. 16-18, 2012.
13. Y. Li, D. S. Monaghan, and N. E. Connor. Real-time gaze estimation using a Kinect and a HD webcam. MultiMedia Modeling. 8325:506-517, 2014.
14. K. A. F Mora, J. Odobez. Gaze estimation from multimodal Kinect data. Computer Vision and Pattern Recognition Workshops, pp. 25-30, 2012.
15. J. Chen, Q. Ji. 3D gaze estimation with a single camera without IR illumination. In Proceedings of the 19th International Conference on Pattern Recognition, pp. 1-4, 2008.
16. F. Timm, E. Barth. Accurate eye center localization by means of gradients. In Proceedings of the International Conference on Computer Theory and Applications, volume 1, pp. 125-130, 2011.
17. E. D. Guestrin, M. Eizenman. General theory of remote gaze estimation using the pupil center and corneal reflections. IEEE Transactions on biomedical engineering, 53(6): 1124-1133, 2006.