PET: An eye-tracking dataset for animal-centric Pascal object classes

Proceedings - IEEE International Conference on Multimedia and Expo

Volumn 2015-August, Issue , 2015, Pages

  Gilani, Syed Omer ^a   Subramanian, Ramanathan ^b   Yan, Yan ^c   Melcher, David ^c   Sebe, Nicu ^c   Winkler, Stefan ^b  

^a NATIONAL UNIVERSITY OF SCIENCES AND TECHNOLOGY   (Pakistan)

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

^c UNIVERSITY OF TRENTO   (Italy)

Author keywords

Animal centric object classes; Eye movements; Free viewing vs. Visual search; Pascal VOC; PET

Indexed keywords

ANIMALS; DATABASE SYSTEMS; EYE TRACKING; POLYETHYLENE TEREPHTHALATES;

FEATURE POOLING; GAZE BEHAVIOR; IMAGE SETS; OBJECT CLASS; OBJECT CLASSIFICATION; SIMILAR NUMBERS; TARGET OBJECT; VISUAL SEARCH;

EYE MOVEMENTS;

EID: 84946028641     PISSN: 19457871     EISSN: 1945788X     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2015.7177450     Document Type: Conference Paper

References (20)

1. Kiwon Yun, Yifan Peng, Dimitris Samaras, Gregory J. Zelinsky, and Tamara L. Berg, "Studying relationships between human gaze, description, and computer vision," in CVPR, 2013.
2. Dim P. Papadopoulos, Alasdair D. F. Clarke, Frank Keller, and Vittorio Ferrari, "Training object class detectors from eye tracking data," in ECCV, 2014, pp. 361-376.
3. Ramanathan Subramanian, Divya Shankar, Nicu Sebe, and David Melcher, "Emotion modulates eye movement patterns and subsequent memory for the gist and details of movie scenes," Journal of Vision, vol. 14, no. 3, 2014.
4. Syed Omer Gilani, Ramanathan Subramanian, Huang Hua, Stefan Winkler, and Shih-Cheng Yen, "Impact of image appeal on visual attention during photo triaging," in ICIP, 2013, pp. 231-235.
5. Mojtaba K. Abadi, Ramanathan Subramanian, Syed M. Kia, Paolo Avesani, Ioannis Patras, and Nicu Sebe, "DECAF: MEG-based multimodal database for decoding affective physiological responses," IEEE Transactions on Affective Computing, 2015.
6. Laurent Itti and Christoph Koch, "Computational modelling of visual attention," Nature Reviews Neuroscience, vol. 2, no. 3, pp. 194-203, Mar 2001.
7. Ramanathan Subramanian, Victoria Yanulevskaya, and Nicu Sebe, "Can computers learn from humans to see better?: inferring scene semantics from viewers' eye movements," in ACM MM, 2011, pp. 33-42.
8. Ali Borji, "Boosting bottom-up and top-down visual features for saliency estimation," in CVPR, 2012.
9. M. Everingham, L. Van Gool, C. K. I. Williams, J. Winn, and A. Zisserman, "The PASCAL Visual Object Classes Challenge 2012 (VOC2012) Results," http://www.pascalnetwork.org/challenges/VOC/voc2012/workshop/index.html.
10. A. L. Yarbus, Eye Movements and Vision, Plenum. New York., 1967.
11. Marianne DeAngelus and Jeff B Pelz, "Top-down control of eye movements: Yarbus revisited," Visual Cognition, vol. 17, no. 6-7, pp. 790-811, 2009.
12. Benjamin W Tatler, Nicholas J Wade, Hoi Kwan, JohnMFindlay, and Boris M Velichkovsky, "Yarbus, eye movements, and vision," i-Perception, vol. 1, no. 1, pp. 7, 2010.
13. O. M. Parkhi, A. Vedaldi, C. V. Jawahar, and A. Zisserman, "The truth about cats and dogs," in ICCV, 2011.
14. Tilke Judd, Krista Ehinger, Frédo Durand, and Antonio Torralba, "Learning to predict where humans look," in ICCV, 2009.
15. Merrielle Spain and Pietro Perona, "Some objects are more equal than others: measuring and predicting importance," in ECCV, 2008.
16. Laurent Itti, Christof Koch, and Ernst Niebur, "A model of saliency-based visual attention for rapid scene analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 11, pp. 1254-1259, Nov. 1998.
17. Ramanathan Subramanian, Harish Katti, Nicu Sebe, Mohan Kankanhalli, and Tat-Seng Chua, "An eye fixation database for saliency detection in images," in ECCV, 2010, pp. 30-43.
18. Thomas Foulsham, Richard Dewhurst, Marcus Nystrm, Halszka Jarodzka, Roger Johansson, Geoffrey Underwood, and Kenneth Holmqvist, "Comparing scanpaths during scene encoding and recognition: A multi-dimensional approach," Journal of Eye Movement Research, vol. 5, no. 4:3, pp. 1-14, 2012.
19. Nicola C. Anderson, Walter F. Bischof, Kaitlin E.W. Laidlaw, Evan F. Risko, and Alan Kingstone, "Recurrence quantification analysis of eye movements," Behavior Research Methods, vol. 45, no. 3, 2013.
20. Jianchao Yang, Kai Yu, Yihong Gong, and Thomas Huang, "Linear spatial pyramid matching uisng sparse coding for image classification," in CVPR, 2009.