Algorithm for discriminating aggregate gaze points: Comparison with salient regions-of-interest

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6468 LNCS, Issue PART1, 2011, Pages 390-399

  Grindinger, Thomas J ^a   Murali, Vidya N ^a   Tetreault, Stephen ^b   Duchowski, Andrew T ^a   Birchfield, Stan T ^a   Orero, Pilar ^c  

^a CLEMSON UNIVERSITY   (United States)

^b RHODE ISLAND COLLEGE   (United States)

^c UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

GAUSSIAN POINT; GAZE POINT; HEATMAPS; HUMAN OBSERVERS; PROBABILISTIC FRAMEWORK; REGIONS OF INTEREST; SIMILARITY MEASURE; SALIENCY MODELING; SALIENT REGIONS;

COMPUTER VISION; OPTICAL TRANSFER FUNCTION; EYE MOVEMENTS;

EYE MOVEMENTS; COMPUTER VISION;

EID: 80053123935     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-22822-3_39     Document Type: Conference Paper

References (20)

1. Land, M.F., Tatler, B.W.: Looking and Acting: Vision and Eye Movements in Natural Behavior. Oxford University Press, New York (2009)
2. Smith, T.J., Henderson, J.M.: Edit Blindness: The Relationship Between Attention and Global Change Blindness in Dynamic Scenes. Journal of Eye Movement Research 2, 1-17 (2008)
3. Franchak, J.M., Kretch, K.S., Soska, K.C., Babcock, J.S., Adolph, K.E.: Head-Mounted Eye-Tracking of Infants' Natural Interactions: A New Method. In: ETRA 2010: Proceedings of the 2010 Symposium on Eye Tracking Research & Applications, pp. 21-27. ACM, New York (2010)
4. d'Ydewalle, G., Desmet, G., Van Rensbergen, J.: Film perception: The processing of film cuts. In: Underwood, G.D.M. (ed.) Eye guidance in reading and scene perception, pp. 357-367. Elsevier Science Ltd., Oxford (1998)
5. Grindinger, T., Duchowski, A.T., Sawyer, M.: Group-Wise Similarity and Classification of Aggregate Scanpaths. In: ETRA 2010: Proceedings of the 2010 Symposium on Eye Tracking Research & Applications, pp. 101-104. ACM, New York (2010)
6. Yarbus, A.L.: Eye Movements and Vision. Plenum Press, New York (1967)
7. Privitera, C.M., Stark, L.W.: Algorithms for Defining Visual Regions-of-Interest: Comparison with Eye Fixations. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 22, 970-982 (2000)
8. Jarodzka, H., Holmqvist, K., Nyström, M.: A Vector-Based, Multidimensional Scanpath Similarity Measure. In: ETRA 2010: Proceedings of the 2010 Symposium on Eye Tracking Research & Applications, pp. 211-218. ACM, New York (2010)
9. Duchowski, A.T., Driver, J., Jolaoso, S., Ramey, B.N., Tan, W., Robbins, A.: Scanpath Comparison Revisited. In: ETRA 2010: Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications, pp. 219-226. ACM, New York (2010)
10. Pomplun, M., Ritter, H., Velichkovsky, B.: Disambiguating Complex Visual Information: Towards Communication of Personal Views of a Scene. Perception 25, 931-948 (1996) (Pubitemid 126694973)
11. Wooding, D.S.: Fixation Maps: Quantifying Eye-Movement Traces. In: ETRA 2002: Proceedings of the 2002 Symposium on Eye Tracking Research & Applications, pp. 31-36. ACM, New York (2002)
12. Hembrooke, H., Feusner, M., Gay, G.: Averaging Scan Patterns and What They Can Tell Us. In: ETRA 2006: Proceedings of the 2006 Symposium on Eye Tracking Research & Applications, p. 41. ACM, New York (2006)
13. Dempere-Marco, L., Hu, X.P., Ellis, S.M., Hansell, D.M., Yang, G.Z.: Analysis of Visual Search Patterns With EMD Metric in Normalized Anatomical Space. IEEE Transactions on Medical Imaging 25, 1011-1021 (2006) (Pubitemid 44192173)
14. Torstling, A.: The Mean Gaze Path: Information Reduction and Non-Intrusive Attention Detection for Eye Tracking. Master's thesis, The Royal Institute of Technology, Stockholm, Sweden, Techreport XR-EE-SB 2007:008 (2007)
15. Airola, A., Pahikkala, T., Waegeman, W., De Baets, B., Salakoski, T.: A Comparison of AUC Estimators in Small-Sample Studies. In: Proceedings of the 3rd International workshop on Machine Learning in Systems Biology, pp. 15-23 (2009)
16. Paris, S., Durand, F.: A Fast Approximation of the Bilateral Filter using a Signal Processing Approach. Technical Report MIT-CSAIL-TR-2006-073, Massachusetts Institute of Technology (2006)
17. Itti, L., Koch, C., Niebur, E.: A Model of Saliency-Based Visual Attention for Rapid Scene Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 20, 1254-1259 (1998) (Pubitemid 128742001)
18. Leigh, R.J., Zee, D.S.: The Neurology of Eye Movements, 2nd edn. Contemporary Neurology Series. F. A. Davis Company, Philadelphia (1991)
19. Grindinger, T.J.: Event-Driven Similarity and Classification of Scanpaths. PhD thesis, Clem-son University, Clemson, SC (2010)
20. Peters, R.J., Itti, L.: Computational Mechanisms for Gaze Direction in Interactive Visual Environments. In: ETRA 2006: Proceedings of the 2006 Symposium on Eye Tracking Research & Applications, pp. 27-32. ACM, New York (2006)