Bayesian Theory of Surprise


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Click to download PDF version Click to download BibTeX data Clik to view abstract S. E. Boehnke, D. J. Berg, R. A. Marino, P. F. Baldi, L. Itti, D. P. Munoz, Visual adaptation and novelty responses in the superior colliculus, European Journal of Neuroscience, Vol. 34, No. 5, pp. 766-779, Sep 2011. [2009 impact factor: 3.658] (Cited by 23)

Click to download PDF version Click to download BibTeX data Clik to view abstract P. F. Baldi, L. Itti, Of bits and wows: A Bayesian theory of surprise with applications to attention, Neural Networks, Vol. 23, No. 5, pp. 649-666, Jun 2010. [2008 impact factor: 2.656] (Cited by 131)

Click to download BibTeX data Clik to view abstract R. C. Voorhies, L. Elazary, L. Itti, Application of a Bottom-Up Visual Surprise Model for Event Detection in Dynamic Natural Scenes, In: Proc. Vision Science Society Annual Meeting (VSS10), May 2010. (Cited by 3)

Click to download BibTeX data Clik to view abstract S. E. Boehnke, D. J. Berg, K. Kaneda, Y. Yanagawa, L. Itti, T. Isa, D. P. Munoz, Temporal characteristics and mechanisms of visual adaptation in the superior colliculus, In: Proc. Society for Neuroscience Annual Meeting (SFN'09), Oct 2009.

Click to download PDF version Click to download BibTeX data Clik to view abstract T. N. Mundhenk, W. Einhaeuser, L. Itti, Automatic Computation of an Image's Statistical Surprise Predicts Performance of Human Observers on a Natural Image Detection Task, Vision Research, Vol. 49, No. 13, pp. 1620-1637, Jun 2009. [2007 impact factor: 2.055] (Cited by 11)

Click to download PDF version Click to download BibTeX data Clik to view abstract D. J. Berg, S. E. Boehnke, R. A. Marino, D. P. Munoz, L. Itti, Free viewing of dynamic stimuli by humans and monkeys, Journal of Vision, Vol. 9, No. 5:19, pp. 1-15, May 2009. [2007 impact factor: 3.791] (Cited by 86)

Click to download BibTeX data Clik to view abstract T. N. Mundhenk, W. Einhaeuser, L. Itti, What the Searchlight saw: revealing the extent of natural image information that passes through bottom-up visual attention mechanisms to higher visual processing, In: Proc. Vision Science Society Annual Meeting (VSS09), May 2009.

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, P. F. Baldi, Bayesian Surprise Attracts Human Attention, Vision Research, Vol. 49, No. 10, pp. 1295-1306, May 2009. [2007 impact factor: 2.055] (Cited by 491)

Click to download PDF version Click to download BibTeX data E. Grasso, Come rimanere 'a bocca aperta' da adulti, Yahoo Italia Notizie, Jan 2009.

Click to download PDF version Click to download BibTeX data A. Anonymous, Huha-faktorral vizsgaljak a meglepetest, Index.hu, Jan 2009.

Click to download PDF version Click to download BibTeX data L. Geddes, Model of surprise has 'wow' factor built in, New Scientist, Jan 2009.

Click to download PDF version Click to download BibTeX data E. Byrne, Surprise moves eyes, Primary Visual Cortex, Oct 2008.

Click to download BibTeX data Clik to view abstract D. J. Berg, S. E. Boehnke, P. F. Baldi, D. P. Munoz, L. Itti, Modeling adaptation responses in the superior colliculus using a Bayesian theory of surprise, In: Proc. Society for Neuroscience Annual Meeting (SFN'07), Nov 2007.

Click to download BibTeX data Clik to view abstract S. E. Boehnke, D. J. Berg, R. A. Marino, P. F. Baldi, L. Itti, D. P. Munoz, Adaptation, habituation and dishabituation of visual responses in the superior colliculus, In: Proc. Society for Neuroscience Annual Meeting (SFN'07), Nov 2007.

Click to download PDF version Click to download BibTeX data Clik to view abstract W. Einhaeuser, T. N. Mundhenk, P. F. Baldi, C. Koch, L. Itti, A bottom-up model of spatial attention predicts human error patterns in rapid scene recognition, Journal of Vision, Vol. 7, No. 10, pp. 1-13, Jul 2007. [2005 impact factor: 3.469] (Cited by 42)

Click to download BibTeX data Clik to view abstract D. J. Berg, S. E. Boehnke, R. A. Marino, P. F. Baldi, D. P. Munoz, L. Itti, The Role of Bottom-Up and Top-Down Influences in Directing Primate Gaze Shifts, In: Proc. Vision Science Society Annual Meeting (VSS07), May 2007.

Click to download BibTeX data Clik to view abstract S. E. Boehnke, D. J. Berg, P. F. Baldi, L. Itti, D. P. Munoz, Adaptation and habituation of visual responses in the superficial and intermediate layers of the superior colliculus (SC), In: Proc. Vision Science Society Annual Meeting (VSS07), May 2007. (Cited by 2)

Click to download BibTeX data Clik to view abstract L. Itti, M. Yoshida, D. J. Berg, T. Ikeda, R. Kato, K. Takaura, T. Isa, Investigation of spontaneous saccades based on the saliency model in monkeys with unilateral lesion of primary visual cortex, In: Proc. Vision Science Society Annual Meeting (VSS07), May 2007.

Click to download BibTeX data Clik to view abstract L. Itti, P. F. Baldi, Modeling what attracts human gaze over dynamic natural scenes, In: Computational Vision in Neural and Machine Systems, (L. Harris, M. Jenkin Ed.), Cambridge, MA:Cambridge University Press, 2006.

Click to download BibTeX data Clik to view abstract D. J. Berg, S. E. Boehnke, R. A. Marino, P. F. Baldi, D. P. Munoz, L. Itti, Characterizing Surprise in Humans and Monkeys, In: HFSP 6th Annual Meeting, Paris, France, Jul 2006. (Cited by 3)

Click to download BibTeX data Clik to view abstract D. J. Berg, S. E. Boehnke, R. A. Marino, P. F. Baldi, D. P. Munoz, L. Itti, Characterizing Surprise in Humans and Monkeys, In: Proc. Vision Science Society Annual Meeting (VSS06), May 2006. (Cited by 3)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, P. F. Baldi, Bayesian Surprise Attracts Human Attention, In: Advances in Neural Information Processing Systems, Vol. 19 (NIPS*2005), pp. 547-554, Cambridge, MA:MIT Press, 2006. [2005 acceptance rate: 24%] (Cited by 495)

Click to download PDF version Click to download BibTeX data Clik to view abstract P. F. Baldi, L. Itti, Attention: Bits versus Wows, In: Proc. IEEE International Conference on Neural Networks and Brain, Beijing, China, (M. Zhao, Z. Shi Ed.), Vol. 1, pp. PL56-PL61, Oct 2005. (Cited by 19)

Click to download PDF version Click to download BibTeX data Clik to view abstract L. Itti, P. F. Baldi, A Principled Approach to Detecting Surprising Events in Video, In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 631-637, Jun 2005. [2005 acceptance rate: 28%] (Cited by 369)

Click to download BibTeX data Clik to view abstract L. Itti, P. F. Baldi, A surprise theory of attention, In: Proc. Vision Science Society Annual Meeting (VSS05), May 2005. (Cited by 12)

Click to download BibTeX data Clik to view abstract L. Itti, P. F. Baldi, A Surprising Theory of Attention, In: Proc. IEEE Workshop on Applied Imagery and Pattern Recognition (AIPR), Oct 2004. (Cited by 12)

 

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