GaZIR: Gaze-based zooming interface for image retrieval

ICMI-MLMI'09 - Proceedings of the International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interfaces

Volumn , Issue , 2009, Pages 305-312

  Kozma, László ^a   Klami, Arto ^a   Kaski, Samuel ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

Gaze based interface; Image retrieval; Implicit feedback; Zooming interface

Indexed keywords

AMOUNT OF INFORMATION; CONTENT-BASED INFORMATION RETRIEVAL; EXPLICIT FEEDBACK; IMPLICIT FEEDBACK; ONLINE PREDICTION; RELEVANCE FEEDBACK; TRAINING PHASE; USER FEEDBACK; ZOOMING INTERFACES;

FEEDBACK; IMAGE RETRIEVAL; INFORMATION SERVICES; INTERACTIVE COMPUTER SYSTEMS; LEARNING SYSTEMS;

PHASE INTERFACES;

EID: 74049091734     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1647314.1647379     Document Type: Conference Paper

References (17)

1. R. Bates and H. Istance. Towards eye based virtual environment interaction for users with high-level motor disabilities. Special Issue of International Journal of Disability & Human Development: The International Conference Series on Disability, Virtual Reality and Associated Technologies, 4(3):275-282, 2005.
2. G. Buscher, A. Dengel, and L. van Elst. Eye movements as implicit relevance feedback. In CHI '08: extended abstracts on Human Factors in Computing Systems, pages 2991-2996, ACM, New York, NY, USA, 2008.
3. R. Datta, D. Joshi, J. Li, and J. Z. Wang. Image retrieval: Ideas, influences, and trends of the new age. ACM Computing Surveys, 40(2):1-60, April 2008.
4. D. R. Hardoon, J. Shawe-Taylor, A. Ajanki, K. Puolamäki, and S. Kaski. Information retrieval by inferring implicit queries from eye movements. In 11th International Conference on Artificial Intelligence and Statistics, Omnipress, 2007.
5. M. J. Huiskes and M. S. Lew. The MIR Flickr retrieval evaluation. In MIR '08: Proceedings of the 2008 ACM International Conference on Multimedia Information Retrieval, pages 39-43. ACM, New York, NY, USA, 2008.
6. R. J. K. Jacob. The use of eye movements in human-computer interaction techniques: what you look at is what you get. ACM Transactions on Information Systems, 9(2):152-169, 1991.
7. D. Kelly and J. Teevan. Implicit feedback for inferring user preference: a bibliography. SIGIR Forum, 37(2):18-28, 2003.
8. A. Klami, C. Saunders, T. de Campos, and S. Kaski. Can relevance of images be inferred from eye movements? In MIR '08: Proceeding of the 2008 ACM International Conference on Multimedia Information Retrieval, pages 134-140. ACM, New York, NY, USA, 2008.
9. J. Laaksonen, M. Koskela, and E. Oja. PicSOM - self-organizing image retrieval with MPEG-7 content descriptions. IEEE Transactions on Neural Networks, 13(4):841-853, 2002.
10. O. Oyekoya and F. Stentiford. Perceptual image retrieval using eye movements. International Journal of Computer Mathematics, Special Issue on Computer Vision and Pattern Recognition, 84:9, 2007.
11. K. Puolamäki, J. Salojärvi, E. Savia, J. Simola, and S. Kaski. Combining eye movements and collaborative filtering for proactive information retrieval. Proceedings of the 28th annual international ACM SIGIR Conference on Research and Development in Information Retrieval, pages 146-153. ACM, New York, NY, USA, 2005.
12. K. Rayner. Eye movements in reading and information processing: 20 years of research. Psychological Bulletin, 124(3):372-422, 1998.
13. D. Salvucci and J. Goldberg. Identifying fixations and saccades in eye-tracking protocols. In Proceedings of the Eye Tracking Research and Applications Symposium 2000 (ETRA2000), pages 71-78. ACM, New York, NY, USA, 2000.
14. J. San Agustin, H. Skovsgaard, J. P. Hansen, and D. W. Hansen. Low-cost gaze interaction: ready to deliver the promises. In CHI EA '09: extended abstracts on Human Factors in Computing Systems, pages 4453-4458. ACM, New York, NY, USA, 2009.
15. A. Torralba, A. Oliva, M. Castelhano, and J. Henderson. Contextual guidance of eye movements and attention in real-world scenes: The role of global features on object search. Psychological Review, 113(4):766-786, 2006.
16. D. J. Ward and D. J. MacKay. Fast hands-free writing by gaze direction. Nature, 418:838-840, 2002.
17. C. Ware. Information Visualization: Perception for Design. Morgan Kaufmann Publishers, 2nd edition, 2004.