Human Eye-Tracking Research

R. J. Peters, L. Itti, Congruence between model and human attention reveals unique signatures of critical visual events, In: Advances in Neural Information Processing Systems, Vol. 21 (NIPS*2007), pp. 1-8, Cambridge, MA:MIT Press, Jun 2008. [2007 oral acceptance rate: 10.4%]

R. J. Peters, L. Itti, Applying computational tools to predict gaze direction in interactive visual environments, ACM Transactions on Applied Perception, Vol. 5, No. 2, p. Article 8, 2008.

B. J. White, R. A. Marino, S. E. Boehnke, L. Itti, J. Theeuwes, D. P. Munoz, Interactions between endogenous and exogenous neural activity in the superior colliculus, In: Proc. Society for Neuroscience Annual Meeting (SFN'07), Nov 2007.

L. Itti, M. Yoshida, D. J. Berg, T. Ikeda, R. Kato, K. Takaura, T. Isa, Saliency-based guidance of spontaneous saccades in monkeys with unilateral lesion of primary visual cortex, In: Proc. Society for Neuroscience Annual Meeting (SFN'07), Nov 2007.

R. J. Peters, L. Itti, Beyond bottom-up: Incorporating task-dependent influences into a computational model of spatial attention, In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2007. [2007 acceptance rate: 28%] (Cited by 2)

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.

R. J. Peters, L. Itti, Integrating low-level and high-level visual influences on eye movement behavior, In: Proc. Vision Science Society Annual Meeting (VSS07), May 2007.

R. Carmi, P. H. Tseng, I. G. M. Cameron, D. P. Munoz, L. Itti, The impact of maturation and aging on mechanisms of attentional selection, In: Proc. Vision Science Society Annual Meeting (VSS07), May 2007.

P. H. Tseng, R. Carmi, I. G. M. Cameron, D. P. Munoz, L. Itti, The impact of content-independent mechanisms on guiding attention, 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.

R. Carmi, L. Itti, Visual Causes versus Correlates of Attentional Selection in Dynamic Scenes, Vision Research, Vol. 46, No. 26, pp. 4333-4345, Dec 2006. [2005 impact factor: 2.027] (Cited by 5)

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.

L. Itti, M. A. Arbib, Attention and the Minimal Subscene, In: Action to Language via the Mirror Neuron System, (M. A. Arbib Ed.), pp. 289-346, Cambridge, U.K.:Cambridge University Press, 2006. (Cited by 4)

R. Carmi, L. Itti, The Role of Memory in Guiding Attention during Natural Vision, Journal of Vision, Vol. 6, No. 9, pp. 898-914, Aug 2006. [2005 impact factor: 3.469] (Cited by 1)

L. Itti, Quantitative Modeling of Perceptual Salience at Human Eye Position, Visual Cognition, Vol. 14, No. 4-8, pp. 959-984, Aug-Dec 2006. [2004 impact factor: 1.588]

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.

R. Carmi, L. Itti, The Role of Spatial Memory in Guiding Attention During Natural Vision, In: Proc. Eye Tracking, Cognition and Communication Workshop of the Second Biennial Conference on Cognitive Science, Jun 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.

R. Carmi, L. Itti, From Eye-tracking Data to Information: Lessons from Dynamic Scenes, In: Proc. Vision Science Society Annual Meeting (VSS06), May 2006.

R. J. Peters, L. Itti, A computational model of task-dependent influences on eye position, In: Proc. Vision Science Society Annual Meeting (VSS06), May 2006.

R. J. Peters, L. Itti, Computational mechanisms for gaze direction in interactive visual environments, In: Proc. ACM Eye Tracking Research and Applications, pp. 27-32, Mar 2006. (Cited by 4)

R. Carmi, L. Itti, Causal Saliency Effects During Natural Vision, In: Proc. ACM Eye Tracking Research and Applications, pp. 11-18, Mar 2006. (Cited by 4)

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)

R. J. Peters, A. Iyer, L. Itti, C. Koch, Components of bottom-up gaze allocation in natural images, Vision Research, Vol. 45, No. 8, pp. 2397-2416, Aug 2005. [2003 impact factor: 1.958] (Cited by 39)

L. Itti, Quantifying the Contribution of Low-Level Saliency to Human Eye Movements in Dynamic Scenes, Visual Cognition, Vol. 12, No. 6, pp. 1093-1123, Aug 2005. [2003 impact factor: 1.588] (Cited by 23)

R. Carmi, L. Itti, Attention deployment in intermittently predictable environments - from amnesia to memory and back, In: Proc. ninth annual meeting of the Association for the Scientific Study of Consciousness (ASSC9), Pasadena, CA, Jun 2005.

L. Itti, M. A. Arbib, Visual Salience Facilitates Entry into Counscious Scene Representation, In: Proc. ninth annual meeting of the Association for the Scientific Study of Consciousness (ASSC9), Pasadena, CA, Jun 2005.

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)

R. Carmi, L. Itti, Attention deployment in novel environments - from amnesia to memory and back, In: Proc. 12th Joint Symposium on Neural Computation (JSNC'05), Los Angeles, California, May 2005.

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

R. Carmi, L. Itti, Why do we fail to perceive jump-cuts in motion pictures?, In: Proc. Vision Science Society Annual Meeting (VSS05), May 2005.

R. J. Peters, A. Iyer, C. Koch, L. Itti, Components of Bottom-Up Gaze Allocation in Natural Scenes, In: Proc. Vision Science Society Annual Meeting (VSS05), May 2005. (Cited by 1)

V. Navalpakkam, L. Itti, Attention can be guided to the relevant feature category, In: Proc. Vision Science Society Annual Meeting (VSS05), May 2005. (Cited by 1)

Neurobiology of Attention, (L. Itti, G. Rees, J. K. Tsotsos Ed.), pp. 1-744, San Diego, CA:Elsevier, Jan 2005.

L. Itti, Automatic Foveation for Video Compression Using a Neurobiological Model of Visual Attention, IEEE Transactions on Image Processing, Vol. 13, No. 10, pp. 1304-1318, Oct 2004. [2003 impact factor: 2.642] (Cited by 40)

V. Navalpakkam, L. Itti, A mathematical framework for the design and analysis of feature biasing strategies, In: Proc. 11th Joint Symposium on Neural Computation (JSNC'04), Los Angeles, California, May 2004.

R. Carmi, L. Itti, Disentangling topdown from bottom up influences on attentional allocation in dynamic scenes, In: Proc. 11th Joint Symposium on Neural Computation (JSNC'04), Los Angeles, California, May 2004.

R. Carmi, L. Itti, Bottom-up and top-down influences on attentional allocation in natural dyamic scenes, In: Proc. Vision Science Society Annual Meeting (VSS04), p. 20, May 2004.

V. Navalpakkam, J. Rebesco, L. Itti, Modeling the influence of knowledge of the target and distractors on visual search, In: Proc. Vision Science Society Annual Meeting (VSS04), p. 178, May 2004.

K. Patch, Model keeps virtual eyes right, Technology Research News, Mar 2004.

R. J. Peters, T. N. Mundhenk, L. Itti, C. Koch, Contour-facilitation in a model of bottom-up attention, In: Proc. Society for Neuroscience Annual Meeting (SFN'03), Nov 2003. (Cited by 1)

J. Lu, L. Itti, Feature-based Attention is Task-Dependent, In: Proc. 10th Joint Symposium on Neural Computation (JSNC'03), Irvine, California, May 2003.