Overview of Eye tracking Datasets

2013 5th International Workshop on Quality of Multimedia Experience, QoMEX 2013 - Proceedings

Volumn , Issue , 2013, Pages 212-217

  Winkler, Stefan ^a   Subramanian, Ramanathan ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

Eye fixations; saliency; visual attention

Indexed keywords

EYE FIXATIONS; EYE-TRACKING; GROUND TRUTH; PUBLIC DOMAINS; QUALITY ASSESSMENT; SALIENCY; VISUAL ATTENTION;

MULTIMEDIA SYSTEMS;

EYE MOVEMENTS;

EID: 84885394674     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/QoMEX.2013.6603239     Document Type: Conference Paper

References (40)

1. H. Alers, L. Bos, I. Heynderickx: "How the task of evaluating image quality influences viewing behavior." in Proc. QoMEX, Mechelen, Belgium, Sept. 7-9, 2011, http://mmi.tudelft.nl/ iqlab/eye-tracking-2.html.
2. H. Alers, J. A. Redi, I. Heynderickx: "Examining the effect of task on viewing behavior in videos using saliency maps." in Proc. SPIE, vol. 8291, San Jose, CA, Jan. 22-26, 2012, http: //mmi.tudelft.nl/iqlab/video-task- eye-tracking-1.html.
3. H. Alers, H. Liu, J. Redi, I. Heynderickx: "Studying the effect of optimizing the image quality in saliency regions at the ex-pense of background content." in Proc. SPIE, vol. 7529, San Jose, CA, Jan. 17-21, 2010, http://mmi.tudelft.nl/iqlab/eye- tracking-2.html.
4. A. Borji, D. N. Sihite, L. Itti: "Quantitative analysis of human-model agreement in visual saliency modeling: A comparative study." IEEE Trans. Image Processing, vol. 22, no. 1, pp. 55-69, Jan. 2013.
5. N. D. B. Bruce, J. K. Tsotsos: "Saliency based on information maximization." in Proc. NIPS, vol. 19, pp. 155-162, Vancou-ver, Canada, Dec. 4-9, 2006, http://www.cs.umanitoba.ca/ ~bruce/datacode.html.
6. R. Carmi, L. Itti: "The role of memory in guiding attention during natural vision." J. Vision, vol. 6, no. 9, pp. 898-914, Aug. 2006, http://crcns.org/data-sets/eye/eye-1.
7. R. Carmi, L. Itti: "Visual causes versus correlates of atten-tional selection in dynamic scenes." Vision Res., vol. 46, no. 26, pp. 4333-4345, Dec. 2006, http://crcns.org/data-sets/eye/ eye-1.
8. M. Cerf, J. Harel, W. Einhäuser, C. Koch: "Predicting human gaze using low-level saliency combined with face detection." in Proc. NIPS, vol. 20, pp. 241-248, Vancouver, Canada, Dec. 3-8, 2007, http://www.fifadb.com/ .
9. A. Coutrot, N. Guyader, G. Ionescu, A. Caplier: "Influence of soundtrack on eye movements during video exploration." J. Eye Movement Res., vol. 5, no. 4, Aug. 2012.
10. M. Dorr, T. Martinetz, K. Gegenfurtner, E. Barth: "Variability of eye movements when viewing dynamic natural scenes." J. Vision, vol. 10, no. 10, 2010, http://www.inb.uni-luebeck.de/ tools-demos/gaze.
11. K. Ehinger, B. Hidalgo-Sotelo, A. Torralba, A. Oliva: "Mod-elling search for people in 900 scenes: A combined source model of eye guidance." Visual Cognition, vol. 17, no. 6/7, pp. 945-978, 2009, http://cvcl.mit.edu/ searchmodels/.
12. U. Engelke, A. J. Maeder, H.-J. Zepernick: "Visual atten-tion modeling for subjective image quality databases." in Proc. MMSP, Rio de Janeiro, Brazil, Oct. 5-7, 2009, http://www. sea-mist.se/tek/rcg.nsf/pages/vaiq- db.
13. U. Engelke, R. Pepion, P. Le Callet, H.-J. Zepernick: "Linking distortion perception and visual saliency in H.264/AVC coded video containing packet loss." in Proc. VCIP, Huang Shan, China, July 11-14, 2010, http://www.irccyn.ec-nantes.fr/ spip.php?article550.
14. U. Engelke, M. Barkowsky, P. Le Callet, H.-J. Zepernick: "Modelling saliency awareness for objective video quality as-sessment." in Proc. QoMEX, Trondheim, Norway, June 21-23, 2010, http://www.irccyn.ec-nantes.fr/spip. php?article550.
15. U. Engelke et al.: "Comparative study of fixation den-sity maps." IEEE Trans. Image Processing, vol. 22, no. 3, pp. 1121-1133, March 2013.
16. X. Feng, T. Liu, D. Yang, Y. Wang: "Saliency inspired full-reference quality metrics for packet-loss-impaired video." IEEE Trans. Broadcasting, vol. 57, no. 1, pp. 81-88, March 2011.
17. H. Hadizadeh, M. J. Enriquez, I. V. Bajic: "Eye-tracking database for a set of standard video sequences." IEEE Trans. Image Processing, vol. 21, no. 2, pp. 898-903, Feb. 2012, http://www.sfu.ca/~ibajic/datasets.html.
18. L. Itti: "Automatic foveation for video compression using a neurobiological model of visual attention." IEEE Trans. Image Processing, vol. 13, no. 10, pp. 1304-1318, Oct. 2004, http: //crcns.org/data-sets/eye/eye- 1.
19. L. Itti: "Quantitative modeling of perceptual salience at human eye position." Visual Cognition, vol. 14, no. 4-8, pp. 959-984, 2006, http://crcns.org/data-sets/eye/eye-1.
20. T. Judd, F. Durand, A. Torralba: "Fixations on low-resolution images." J. Vision, vol. 11, no. 4, April 2011, http://people. csail.mit.edu/tjudd/SaliencyBenchmark/.
21. T. Judd, F. Durand, A. Torralba: A Benchmark of Computational Models of Saliency to Predict Human Fixations. Tech. rep., MIT, Jan. 2012, http://people.csail.mit.edu/tjudd/ SaliencyBenchmark/.
22. T. Judd, K. Ehinger, F. Durand, A. Torralba: "Learning to pre-dict where humans look." in Proc. ICCV, Kyoto, Japan, 2009, http://people.csail. mit.edu/tjudd/WherePeopleLook/.
23. G. Kootstra, B. de Boer, L. R. B. Schomaker: "Pre-dicting eye fixations on complex visual stimuli using lo-cal symmetry." Cognitive Computation, vol. 3, no. 1, pp. 223-240, 2011, http://www.csc.kth.se/~kootstra/ index. php?item=215&menu=200.
24. C. Lang et al.: "Depth matters: Influence of depth cues on visual saliency." in Proc. ECCV, Florence, Italy, Oct. 7-13, 2012.
25. O. Le Meur, P. Le Callet, D. Barba, D. Thoreau: "A coherent computational approach to model bottom-up visual attention." IEEE Trans. PAMI, vol. 28, no. 5, pp. 802-817, May 2006, http://www.irccyn.ec-nantes.fr/ spip.php?article553.
26. J. Li, Y. Tian, T. Huang, W. Gao: "A dataset and evaluation methodology for visual saliency in video." in Proc. ICME, pp. 442-445, New York, NY, June 28-July 3, 2009.
27. J. Li et al.: "Visual saliency based on scale-space analysis in the frequency domain." IEEE Trans. PAMI, vol. 35, no. 4, pp. 996-1010, April 2013, http://www.cim.mcgill.ca/~lijian/ database.htm.
28. Z. Li, S. Qin, L. Itti: "Visual attention guided bit allocation in video compression." Image Vis. Comp., vol. 29, no. 1, pp. 1-14, 2011, http://ilab.usc.edu/vagba/dataset/.
29. H. Liu, I. Heynderickx: "Studying the added value of visual at-tention in objective image quality metrics based on eye move-ment data." in Proc. ICIP, Cairo, Egypt, Nov. 7-10, 2009, http://mmi.tudelft.nl/iqlab/eye- tracking-1.html.
30. H. Liu, I. Heynderickx: "Towards an efficient model of vi-sual saliency for objective image quality assessment." in Proc. ICASSP, Kyoto, Japan, March 25-30, 2012.
31. T. Liu et al.: "Learning to detect a salient object." in Proc. CVPR, Minneapolis, MN, June 18-23, 2007, http://research.microsoft.com/en-us/um/ people/jiansun/ SalientObject/salient-object.htm.
32. M. Mancas: "Relative influence of bottom-up and top-down attention." in Attention in Cognitive Systems, eds. L. Paletta, J. K. Tsotsos, Lecture Notes in Computer Science, Springer, 2009, http://www.tcts. fpms.ac.be/attention/?categorie13/ databases.
33. S. Mathe, C. Sminchisescu: "Dynamic eye movement datasets and learnt saliency models for visual action recognition." in Proc. ECCV, Florence, Italy, Oct. 7-13, 2012, http://vision. imar.ro/eyetracking/description.php.
34. P. K. Mital, T. J. Smith, R. L. Hill, J. M. Henderson: "Cluster-ing of gaze during dynamic scene viewing is predicted by mo-tion." Cognitive Computation, vol. 3, no. 1, pp. 5-24, March 2011, http://thediemproject. wordpress.com/.
35. S. Péchard, R. Pépion, P. Le Callet: "Region-of- interest intra prediction for H.264/AVC error resilience." in Proc. ICIP, Cairo, Egypt, Nov. 7-10, 2009, http://www.irccyn. ec-nantes.fr/spip.php? article551.
36. S. Ramanathan et al.: "An eye fixation database for saliency detection in images." in Proc. ECCV, Crete, Greece, 2010, http://mmas.comp.nus.edu.sg/NUSEF.html.
37. J. Redi, H. Liu, R. Zunino, I. Heynderickx: "Interactions of vi-sual attention and quality perception." in Proc. SPIE, vol. 7865, San Jose, CA, Jan. 24-27, 2011, http://mmi.tudelft.nl/iqlab/ interactions.html.
38. N. Riche et al.: "Dynamic saliency models and human atten-tion: A comparative study on videos." in Proc. Asian Conf. Computer Vision, Daejeon, Korea, Nov. 5-9, 2012, http:// www.tcts.fpms.ac.be/attention/? categorie13/databases.
39. I. van der Linde, U. Rajashekar, A. C. Bovik, L. K. Cormack: "DOVES: A database of visual eye movements." Spat. Vis., vol. 22, no. 2, pp. 161-177, 2009, http://live.ece.utexas.edu/ research/doves/.
40. J. Wang, D. M. Chandler, P. Le Callet: "Quantifying the relationship between visual salience and visual importance." in Proc. SPIE, vol. 7527, San Jose, CA, Jan. 17-21, 2010, http://www.irccyn.ec-nantes.fr/spip.php? article494.