Bayesian Theory of Surprise

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.

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.

W. Einhaeuser, T. N. Mundhenk, P. 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]

D. J. Berg, S. E. Boehnke, R. A. Marino, P. 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.

S. E. Boehnke, D. J. Berg, P. 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.

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.

L. Itti, P. 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.

D. J. Berg, S. E. Boehnke, R. A. Marino, P. Baldi, D. P. Munoz, L. Itti, Characterizing Surprise in Humans and Monkeys, In: HFSP 6th Annual Meeting, Paris, France, Jul 2006.

D. J. Berg, S. E. Boehnke, R. A. Marino, P. Baldi, D. P. Munoz, L. Itti, Characterizing Surprise in Humans and Monkeys, In: Proc. Vision Science Society Annual Meeting (VSS06), May 2006.

L. Itti, P. 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 23)

P. 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 2)

L. Itti, P. 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 36)

L. Itti, P. Baldi, A surprise theory of attention, In: Proc. Vision Science Society Annual Meeting (VSS05), May 2005. (Cited by 1)

L. Itti, P. Baldi, A Surprising Theory of Attention, In: Proc. IEEE Workshop on Applied Imagery and Pattern Recognition (AIPR), Oct 2004.