Abstract
Existing approaches for object recognition typically rely on images captured on an ordinary digital camera and therefore the recognition task sometimes becomes difficult when the image contains other objects (cluttered) and the object of interest is not clearly indicated. In this work, we integrate a wearable eye tracker into the object recognition system in order to recognize which object the user is paying attention to in the scene camera. To demonstrate the usability of such a gaze based object recognition interface, we developed a prototypical application named Museum Guide 2.0 which can be used in a museum as a mechanical guide for visitors.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Henderson, J.M.: Human gaze control during real-world scene perception. Trends in Cognitive Sciences 7(11), 498–504 (2003)
Lowe, D.G.: Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision 60(2), 91–110 (2004)
Majaranta, P., Ahola, U.K., Špakov, O.: Fast gaze typing with an adjustable dwell time. In: Proceedings of the 27th International Conference on Human Factors in Computing Systems, CHI 2009, pp. 357–360. ACM, Boston (2009)
Nacke, L., Stellmach, S., Sasse, D., Lindley, C.A.: Gameplay experience in a gaze interaction game. In: Proceedings of the 5th Conference on Communication by Gaze Interaction COGAIN 2009: Gaze Interaction For Those Who Want It Most, Lyngby, Denmark, pp. 49–54 (2009)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Toyama, T. (2011). Object Recognition System Guided by Gaze of the User with a Wearable Eye Tracker. In: Mester, R., Felsberg, M. (eds) Pattern Recognition. DAGM 2011. Lecture Notes in Computer Science, vol 6835. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23123-0_46
Download citation
DOI: https://doi.org/10.1007/978-3-642-23123-0_46
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-23122-3
Online ISBN: 978-3-642-23123-0
eBook Packages: Computer ScienceComputer Science (R0)