Object- and space-based visual attention: An integrated framework for autonomous robots

2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS

Volumn , Issue , 2008, Pages 301-306

  Begum, Momotaz ^a   Mann, George K I ^b   Gosine, Raymond ^b   Karray, Fakhri ^a  

^a UNIVERSITY OF WATERLOO   (Canada)

^b MEMORIAL UNIVERSITY OF NEWFOUNDLAND   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

AUTONOMOUS ROBOT; BAYESIAN MODEL; INTEGRATED FRAMEWORKS; MATHEMATICAL FRAMEWORKS; REAL ROBOT; ROBOTIC SYSTEMS; SEQUENTIAL MONTE CARLO IMPLEMENTATIONS; SPACE-BASED; VISUAL ATTENTION; VISUAL ATTENTION SYSTEMS;

BAYESIAN NETWORKS; INTELLIGENT ROBOTS; MAMMALS; MATHEMATICAL MODELS; ROBOTICS;

MACHINE DESIGN;

EID: 69549090019     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IROS.2008.4650651     Document Type: Conference Paper

References (23)

1. M. Begum, G. Mann, and R. Gosine, "A biologically inspired Bayesian model of visual attention for humanoid robots," in IEEE-RAS International Conference on Humanoid Robots, 2006, pp. 587-592.
2. C. Koch and S. Ullman, "Shifts in selective visual attention: toward the underlying neural circuitry," Human Neurobiology, vol.4, pp. 219-227, 1985. (Pubitemid 16176695)
3. L. Itti, C. Koch, and E. Niebur, "A model of saliency-based visual attention for rapid scene analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol.20, pp. 1254-1259, 1998. (Pubitemid 128742001)
4. V. Navalpakkam and L. Itti, "Top-down attention selection is fine-grained," Journal of Vision, vol.6, pp. 1180-1193, 2006.
5. J. K. Tsotsos, S. Culhane, Y. Winky, L. Yuzhong, N. Davis, and F. Nuflo, "Modeling visual attention via selective tuning," Artificial Intelligence, vol.78, pp. 507-545, 1995.
6. K. R. Cave, "The featuregate model of visual selection," Psychological Research, vol.62, pp. 182-194, 1999.
7. Y. Sun and R. Fisher, "Object-based visual attention for computer vision," Artificial Intelligence, vol.146, pp. 77-123, 2003.
8. A. M. Treisman and G. Gelade, "A feature intigration theory of attention," Cognitive Psychology, vol.12, pp. 97-136, 1980.
9. J. M. Wolfe, "Visual search in continuous naturalistic stimuli," Vision Research, vol.34, pp. 1187-1195, 1994. (Pubitemid 24105336)
10. F. Orabona, G. Metta, and G. Sandini, "Object-based visual attention: A model for a behaving robot," in IEEE Conference on Computer Vision and Pattern Recognition, 2005.
11. T. Wu, J. Gao, and Q. Zhao, "A computational model of object-based selective visual attention mechanism in visual information acquisition," in IEEE Conference on Information Acquisition, 2004, pp. 405-409.
12. A. Dankers, N. Barnes, and A. Zelinsky, "A reactive vision system: Active-dynamic saliency," in In Proceedings of International Conference on Computer Vision Systems, 2007.
13. S. Frintrop, P. Jensfelt, and H. Christensen, "Simultaneous robot localization and mapping based on a visual attention system," Attention in Cognitive Systems, Lecture Notes on Artificial Intelligence, vol.4840, 2007.
14. J. Vitay, N. P. Rougier, and F. Alexandre, A Distributed Model of Spatial Visual Attention. Springer-Verlag, 2005, pp. 54-72.
15. S. Vijayakumar, J. Conrad, T. Shibata, and S. Schaal, "Overt visual attention for a humanoid robot," in IEEE/RSJ International Conference on Intelligent Robots and Systems, 2001, pp. 2332-2337.
16. A. Ude, V. Wyart, L.-H. Lin, and G. Cheng, "Distributed visual attention on a humanoid robot," in IEEE-RAS International Conference on Humanoid Robots, 2005, pp. 381-386. (Pubitemid 46170844)
17. J. A. Driscoll, R. A. Peters, and K. R. Cave, "A visual attention network for a humanoid robot," in IEEE/RSJ International Conference on Intelligent Robots and Systems, 1998, pp. 1968-1974.
18. C. Breazeal, A. Edsinger, P. Fitzpatrick, and B. Scassellati, "Active vision for sociable robots," IEEE Transaction on System, Man, and Cybernetics, Part A, vol.31, pp. 443-453, 2001.
19. R. Desimone and J. Duncan, "Neural mechanisms of selective visual attention," Annual Reviews of Neurscience, vol.18, pp. 193-222, 1995.
20. M. Israd and A. Blake, "Condensation - conditional density propagation for visual tracking," International Journal of Computer Vision, vol.29, pp. 5-28, 1998. (Pubitemid 128523364)
21. L. J. Lanyon and S. L. Denham, "A biased competition computational model of spatial and object-based attention mediating active visual search," Neurocomputing, vol.58-60, pp. 655-662, 2004. (Pubitemid 38691020)
22. M. Pietikainen and A. Rosenfeld, "Image segmentation by texture using pyramid node linking," IEEE Transactions on Systems, Man and Cybernetics, vol.11, pp. 822-825, 1981. (Pubitemid 12458170)
23. J. L. Dannemiller, "Motion popout in selective visual orienting at 4.5 but not at 2 months in human infants," Infancy, vol.8, pp. 201-216, 2005.