Abstract
The advantages of curved screen displays find their place in populations everyday life, therefore it is important to adapt the existing eye tracking systems for estimating the gaze point on a curved screen. In this paper we present a curved screen based gaze point estimation model. This model provides methods for estimating the gaze point position by eye rotation angles, and also transforms flat screen based relative coordinates into curved screen based relative coordinates. The model was validated by using a flat screen based eye tracking system for a gaze point estimation on a curved screen. The eye rotation angle, distance to the screen and gaze point location’s influence were modelled in this paper as well. The results of these experiments prove the up to 4% increase of gaze point estimation accuracy by using the proposed model, by comparing the flat screen mode with the curved screen. However the results found are significant only if the distance to the screen is less than 0.5 of curved screen radius.
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References
Beymer D, Flickner M (2003) Eye gaze tracking using an active stereo head. Computer vision and pattern Recognition, 2003. Proceedings 2003 I.E. computer society conference on Vol. 2, IEEE
Dingwen Z et al (2016) Detection of co-salient objects by looking deep and wide. Int J Comput Vis 120:1–18
EyeTech (2015) CES 2015 – 1st multi-user eye tracking TV display. Interactive, http://www.eyetechds.com/blog--news/ces-2015-1st-multi-user-eye-tracking-tv-display. Accessed 18 July 2016
Heide W et al (1999) Electrooculography: technical standards and applications. Electroencephalogr Clin Neurophysiol Suppl 52:223–240
Jacob RJ, Karn KS (2003) Eye tracking in human-computer interaction and usability research: ready to deliver the promises. Mind 2(3):4
Jen C-L et al (2016) Vision based wearable eye-gaze tracking system. 2016 I.E. International conference on consumer electronics (ICCE), IEEE
Junwei H et al (2015) Background prior-based salient object detection via deep reconstruction residual. IEEE Transactions on Circuits and Systems for Video Technology 25(8):1309–1321
Junwei H et al (2016) Two-stage learning to predict human eye fixations via SDAEs. IEEE transactions on cybernetics 46(2):487–498
Kao W-C et al (2016) Optimal iris region matching and gaze point calibration for real-time eye tracking systems. 2016 I.E. International conference on consumer electronics (ICCE), IEEE
Kar A et al (2016) Eye-gaze systems-an analysis of error sources and potential accuracy in consumer electronics use cases. 2016 I.E. International conference on consumer electronics (ICCE), IEEE
Kumar A, Krol G (1992) Binocular infrared oculography. Laryngoscope 102(4):367–378
Mazo G (2012) How to use smart stay on the galaxy s3. Androidcentral, Interactive http://www.androidcentral.com/how-use-smart-stay-galaxy-s3. Accessed 18 July 2016
Mohns R (2016) What’s the best font size for the web? Well, it depends…. Imarc, Interactive https://www.imarc.com/blog/best-font-size-for-any-device. Accessed 6 Dec 2016
Morimoto CH, Mimica MRM (2005) Eye gaze tracking techniques for interactive applications. Comput Vis Image Underst 98(1):4–24
Morimoto CH, Amir A, Flickner M (2002) Detecting eye position and gaze from a single camera and 2 light sources. Pattern Recognition, 2002. Proceedings 16th International conference on Vol. 4, IEEE
Newman R et al (2000) Real-time stereo tracking for head pose and gaze estimation. Automatic face and gesture Recognition, 2000. Proceedings fourth IEEE International conference on, IEEE
Ramanauskas N (2015) Calibration of video-oculographical eye-tracking system. Elektronika ir Elektrotechnika 72(8):65–68
Remmel RS (1984) An inexpensive eye movement monitor using the scleral search coil technique. IEEE Trans Biomed Eng 4:388–390
Tobii Tech (2016) Changing the game: Tobii eye tracking in MSI notebook, Assassin’s creed® syndicate, tom Clancy’s the division™. Interactive, http://www.tobii.com/group/news-media/press-releases/2016/1/changing-the-game-tobii-eye-tracking-in-msi-notebook-assassins-creed-syndicate-tom-clancys-the-division. Accessed 18 July 2016
The Eye Tribe (2016) Eye Tribe tracker pro. Interactive, https://theeyetribe.com/products. Accessed 18 July 2016
Trent VW, Harbluk J, Engström JA (2005) Sensitivity of eye-movement measures to in-vehicle task difficulty. Transport Res F: Traffic Psychol Behav 8(2):167–190
Xia L et al (2016) Accurate gaze tracking from single camera using gabor corner detector. Multimedia Tools and Applications 75(1):221–239
Yoo DH et al (2002) Non-contact eye gaze tracking system by mapping of corneal reflections. Automatic face and gesture Recognition, 2002. Proceedings fifth IEEE International conference on, IEEE
Zhefan Y et al (2012) Detecting eye contact using wearable eye-tracking glasses. Proceedings of the 2012 ACM conference on ubiquitous computing. ACM
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Ramanauskaitė, S., Čenys, A., Radvilė, E. et al. Gaze point estimation on curved display by using session level calibration for flat screen displays. Multimed Tools Appl 77, 6969–6985 (2018). https://doi.org/10.1007/s11042-017-4616-y
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DOI: https://doi.org/10.1007/s11042-017-4616-y