Computational Modeling

S. Richards, Eyes: a Window to the Diagnosis, The Scientist, Oct 2012.

J. Wood, Eye Movements Can Help Diagnose ADHD, Parkinson's, PsychCentral.com, Oct 2012.

A. F. Pele, Eye movements help diagnose neurological disorders, EE Times, Sep 2012.

K. Dunham, TV test: Eye motion reveals attention trouble, Futurity.org, Sep 2012.

T. Ghose, Eye Tracking Could Diagnose Brain Disorders, LiveScience, Sep 2012.

J. Sager, New Test Could Catch Autism Earlier Than Ever, The Stir, Sep 2012.

P. Tseng, I. G. M. Cameron, G. Pari, J. N. Reynolds, D. P. Munoz, L. Itti, High-throughput classification of clinical populations from natural viewing eye movements, Journal of Neurology, Aug 2012. (in press) [2011 Impact Factor: 3.473]

F. Baluch, L. Itti, A portable system for recording neural activity in indoor and outdoor environments, In: Proc. 34th Annual International Conference IEEE EMBS, San Diego, CA, pp. 1-4, Aug 2012.

A. Borji, D. N. Sihite, L. Itti, What/Where to Look Next? Modeling Top-down Visual Attention in Complex Interactive Environments, IEEE Transactions on Systems, Man, and Cybernetics, Part A - Systems and Humans, pp. 1-16 (in press), 2012. [2011 Impact Factor: 2.123]

A. Borji, D. N. Sihite, L. Itti, Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study, IEEE Transactions on Image Processing, pp. 1-16 (in press), 2012. [2011 Impact Factor: 3.042] (Cited by 2)

A. Borji, L. Itti, State-of-the-art in Visual Attention Modeling, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012. (in press) [2010 Impact Factor: 5.027] (Cited by 8)

A. Borji, D. N. Sihite, L. Itti, Salient Object Detection: A Benchmark, In: Proc. European Conference on Computer Vision (ECCV), Florence, Italy (LNCS 7573), pp. 414-429, Oct 2012. [2012 acceptance rate: 25.0%]

W. S. Grant, L. Itti, Saliency Mapping Enhanced by Symmetry from Local Phase, In: Proc. IEEE International Conference on Image Processing (ICIP), Orlando, Florida, pp. 1-4, Sep 2012.

R. Voorhies, L. Elazary, L. Itti, Neuromorphic Bayesian Surprise for Far-Range Event Detection, In: Proc. 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Beijing, China, Sep 2012. [2012 acceptance rate: 47.2%]

A. Borji, D. N. Sihite, L. Itti, An Object-based Bayesian Framework for Top-down Visual Attention, In: Proc. Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI-12), Toronto, Canada, pp. 1529-1535, Aug 2012. [2012 acceptance rate: 26.0%]

M. Prigg, What are you looking at? Scientists find men and women really do look at things differently (and surprisingly, men look at the mouth while women focus on the body), Mail Online, Aug 2012.

M. Brice, Men and Women Literally See Things Differently Say Researchers, Medical Daily, Jul 2012.

A. Anonymous, Men and women see things differently, India Vision, Jul 2012.

V. Markandeya, Sensing motion, colors seems possible without a visual cortex, Inside Science, Aug 2012.

A. Anonymous, 'Blindsight' Used in Everyday Life Scenes: Subjects With Visual Impairment Turn Eyes to Motion, Brightness, and Color, Science Daily, Jun 2012.

A. Borji, D. N. Sihite, L. Itti, Probabilistic Learning of Task-Specific Visual Attention, In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, pp. 1-8, Jun 2012. [2012 acceptance rate: 26.2%] (Cited by 1)

A. Borji, L. Itti, Exploiting Local and Global Patch Rarities for Saliency Detection, In: Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, pp. 1-8, Jun 2012. [2012 acceptance rate: 26.2%] (Cited by 2)

A. Borji, S. Frintrop, D. N. Sihite, L. Itti, Adaptive Object Tracking by Learning Background Context, In: Proc. IEEE CVPR 2012, Egocentric Vision workshop, Providence, Rhode Island, pp. 1-8, Jun 2012.

S. Marat, L. Itti, Influence of the amount of context learned for improving object classification when simultaneously learning object and contextual cues, Visual Cognition, Vol. 20, No. 4-5, pp. 580-602, Apr 2012. [2010 Impact Factor: 1.828] (Cited by 1)

A. Borji, D. N. Sihite, L. Itti, Modeling the Influence of Action on Spatial Attention in Visual Interactive Environments, In: Proc. IEEE International Conference on Robotics and Automation (ICRA), pp. 1-7, May 2012. [2012 acceptance rate: 40%]

A. Borji, D. N. Sihite, L. Itti, Computational Modeling of Top-down Visual Attention in Interactive Environments, In: Proc. British Machine Vision Conference (BMVC 2011), pp. 85.1-85.12, Sep 2011. [2011 acceptance rate: 31.8%] (Cited by 4)

N. Noori, L. Itti, Spatial Registry Model: Towards a Grounded Account for Executive Attention, In: Proc. Conference on Cognitive Science (CogSci 2011), pp. 1-6, Jul 2011.

A. Borji, D. N. Sihite, L. Itti, Quantifying the relative influence of photographer bias and viewing strategy on scene viewing, In: Proc. Vision Science Society Annual Meeting (VSS11), May 2011.

P. Tseng, I. G. M. Cameron, D. P. Munoz, L. Itti, Effects of development on low-level feature processing during natural viewing of dynamic scenes, In: Proc. Vision Science Society Annual Meeting (VSS11), May 2011.

J. Shen, L. Itti, Top-down Visual Attention and Gender in a Focused Listening Task, In: Proc. Vision Science Society Annual Meeting (VSS11), May 2011.

Z. Li, L. Itti, Saliency and Gist Features for Target Detection in Satellite Images, IEEE Transactions on Image Processing, Vol. 20, No. 7, pp. 2017-2029, 2011. [2009 impact factor: 2.848] (Cited by 13)

C. Siagian, C.-K. Chang, R. Voorhies, L. Itti, Beobot 2.0: Cluster Architecture for Mobile Robotics, Journal of Field Robotics, Vol. 28, No. 2, pp. 278-302, March/April 2011. [2010 2-year impact factor: 3.580] (Cited by 6)

F. Baluch, L. Itti, Mechanisms of Top-Down Attention, Trends in Neurosciences, Vol. 34, pp. 210-224, March 2011. [2010 impact factor: 13.320] (Cited by 37)

P. Tseng, I. G. M. Cameron, D. P. Munoz, L. Itti, Differentiating patients (ADHD, FASD, Parkinson's Disease) from controls by gazing patterns, In: Society for Neuroscience Annual Meeting (SfN10), Nov 2010.

M. Yoshida, L. Itti, D. J. Berg, T. Ikeda, R. Kato, K. Takaura, T. Isa, Visually-guided eye movements based on color saliency in monkeys with unilateral lesion of primary visual cortex, In: Proc. Japanese Neuroscience Society annual meeting, Kobe, Japan, Sep 2010.

C. Siagian, C.-K. Chang, R. Voorhies, L. Itti, Cover Photo of journal Autonomous Robots, Vol. 29, No. 2, p. 1, Aug 2010. [2008 impact factor: 1.235]

P. Tseng, I. G. M. Cameron, D. P. Munoz, L. Itti, Eye-tracking method and system for screening human diseases, University of Southern California and Queen's University, Aug 2010. [Patent/Copyright]

E. Moser, M. Corbetta, R. Desimone, Y. Fregnac, P. Fries, A. Graybiel, J. D. Haynes, L. Itti, L. Melloni, H. Monyer, W. Singer, C. von der Maslburg, M. Wilson, Coordination in Brain Systems, In: Dynamic Coordination in the Brain: From Neurons to Mind - Struengmann Forum Report, vol. 5., (C. von der Malsburg, W. A. Phillips, W. Singer Ed.), pp. 193-214, Cambridge, MA:MIT Press, Jul 2010.

M. Yoshida, L. Itti, D. J. Berg, T. Ikeda, R. Kato, K. Tkaura, T. Isa, Guidance of gaze based on color saliency in monkeys with blindsight, In: Proc. 14th annual meeting of the Association for the Scientific Study of Consciousness (ASSC14), Toronto, Canada, Jun 2010.

D. F. Parks, A. Jain, J. McInerney, L. Itti, GPGPU-based real-time object detection and recognition system, In: Proc. Vision Science Society Annual Meeting (VSS10), May 2010.

P. Tseng, I. G. M. Cameron, D. P. Munoz, L. Itti, Differentiating Patients from Controls by Gazing Patterns, In: Proc. Vision Science Society Annual Meeting (VSS10), May 2010.

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 1)

L. Elazary, L. Itti, Framework and implementation for perception, In: Proc. Vision Science Society Annual Meeting (VSS10), May 2010.

J. Shen, L. Itti, Gender Differences in Visual Attention During Listening as Measured By Neuromorphic Saliency: What Women (and Men) Watch, In: Proc. Vision Science Society Annual Meeting (VSS10), May 2010.

C.-K. Chang, C. Siagian, L. Itti, Hardware and software computing architecture for robotics applications of neuroscience-inspired vision and navigation algorithms, In: Proc. Vision Science Society Annual Meeting (VSS10), May 2010.

F. Baluch, L. Itti, Training top-down attention improves performance on a triple conjunction search task, PLoS One, Vol. 5, p. e9127, Feb 2010. [2009 impact factor: 4.351] (Cited by 7)

S. Ricketts, Today's Tech, Tomorrow's Data, Star Trek Nemesis (Blu-Ray) Bonus Feature, Feb 2010.

N. Parikh, L. Itti, J. Weiland, Saliency-based image processing for retinal prostheses, Journal of Neural Engineering, Vol. 7, pp. 1-10, Jan 2010. [2008 Impact Factor: 2.737] (Cited by 16)

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.

L. Itti, M. Yoshida, D. J. Berg, T. Ikeda, R. Kato, K. Takaura, T. Isa, Saliency-based guidance of eye movements in monkeys with unilateral lesion of primary visual cortex, In: Proc. Japanese Neuroscience Society annual meeting, Nagoya, Japan, Sep 2009.

C. Siagian, L. Itti, Biologically Inspired Mobile Robot Vision Localization, IEEE Transactions on Robotics, Vol. 25, No. 4, pp. 861-873, July 2009. [2008 impact factor: 2.656] (Cited by 52)

P. Tseng, R. Carmi, I. G. M. Cameron, D.P. Munoz, L. Itti, Quantifying center bias of observers in free viewing of dynamic natural scenes, Journal of Vision, Vol. 9, No. 7:4, pp. 1-16, July 2009. [2007 impact factor: 3.791] (Cited by 43)

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]

D. J. Berg, S. E. Boehnke, R. A. Marino, D. P. Munoz, L. Itti, Free viewing of dynamic stimuli by humans and monkeys, In: Collaborative Research in Computational Neuroscience Annual Meeting, Pittsburgh, PA, Jun 2009. (Cited by 26)

P. Tseng, I. G. M. Cameron, D. P. Munoz, L. Itti, Screening Attentional-related Diseases based on Correlation between Salience and Gaze, In: Proc. Vision Science Society Annual Meeting (VSS09), May 2009.

Z. Li, L. Itti, Gist Based Top-Down Templates for Gaze Prediction, In: Proc. Vision Science Society Annual Meeting (VSS09), May 2009. (Cited by 1)

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.

P. Tseng, D. J. Berg, M. Yoshida, I. G. M. Cameron, S. E. Boehnke, R. A. Marino, T. Ikeda, R. Kato, K. Takaura, L. Itti, T. Isa, D. P. Munoz, Deployment of visual attention and of the eyes differentiate observer populations, In: Annual Meeting of the Human Frontier Science Program (HFSP), Berlin, Germany, Jul 2008.

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: Collaborative Research in Computational Neuroscience Annual Meeting, Los Angeles, California, Jun 2008. (Cited by 2)

L. Itti, CRCNS Data Sharing: Eye movements during free-viewing of natural videos, In: Collaborative Research in Computational Neuroscience Annual Meeting, Los Angeles, California, Jun 2008. (Cited by 6)

D. J. Berg, S. E. Boehnke, R. A. Marino, P. F. Baldi, D. P. Munoz, L. Itti, Monkeys as a Model for Human Bottom-Up Overt Attention, In: Collaborative Research in Computational Neuroscience Annual Meeting, Los Angeles, California, Jun 2008.

P. Tseng, I. G. M. Cameron, D. P. Munoz, L. Itti, Differentiating Patients from Controls Based on Correlation between Salience and Gaze, In: Collaborative Research in Computational Neuroscience Annual Meeting, Los Angeles, California, Jun 2008.

P. Tseng, I. G. M. Cameron, D. P. Munoz, L. Itti, Differentiating patients from controls based on correlation between salience and gaze, In: Proc. Vision Science Society Annual Meeting (VSS08), May 2008.

L. Elazary, L. Itti, Interesting objects are visually salient, Journal of Vision, Vol. 8, No. 3:3, pp. 1-15, Mar 2008. [2006 impact factor: 3.753] (Cited by 103)

L. Itti, Eye movements during free viewing of natural videos, In: Computational and Systems Neuroscience (COSYNE), workshop on data sharing, Salk Lake City, Utah, Mar 2008. (Cited by 6)

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. 20 (NIPS*2007), pp. 1145-1152, Cambridge, MA:MIT Press, Jun 2008. [2007 oral acceptance rate: 10.4%] (Cited by 12)

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. (Cited by 55)

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. (Cited by 2)

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.

C. Siagian, L. Itti, Biologically-Inspired Robotics Vision Monte-Carlo Localization in the Outdoor Environment, In: Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Oct 2007. [2007 acceptance rate: 52.4%] (Cited by 43)

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 26)

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 107)

L. Elazary, L. Itti, Interesting objects in natural scenes are more salient, In: Proc. Vision Science Society Annual Meeting (VSS07), May 2007.

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.

V. Navalpakkam, L. Itti, Attentional modulation of tuning width, preferred features and gains during visual search, 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.

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.

R. Carmi, P. 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. 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.

V. Navalpakkam, L. Itti, Role of task difficulty in modulation of neural activity, In: Proc. Computational and Systems Neuroscience (Cosyne), pp. I-1, Feb 2007.

V. Navalpakkam, L. Itti, Search goal tunes visual features optimally, Neuron, Vol. 53, No. 4, pp. 605-617, Feb 2007. [2005 impact factor: 14.304] (Cited by 118)

C. Siagian, L. Itti, Rapid Biologically-Inspired Scene Classification Using Features Shared with Visual Attention, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 2, pp. 300-312, Feb 2007. [2005 impact factor: 3.810] (Cited by 209)

S. E. Boehnke, L. Itti, D. P. Munoz, Adaptation and habituation of visual responses in the superficial and intermediate layers of the superior colliculus, In: Proc. Canadian Physiological Society Annual Meeting, Mount Saint Anne, Canada, Jan 2007. (Cited by 1)

V. Navalpakkam, L. Itti, Top-down attention selection is fine-grained, Journal of Vision, Vol. 6, No. 11, pp. 1180-1193, Oct 2006. [2005 impact factor: 3.469] (Cited by 50)

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. (Cited by 4)

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 19)

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 40)

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] (Cited by 61)

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)

L. Itti, N. Dhavale, F. Pighin, Photorealistic Attention-Based Gaze Animation, In: Proc. IEEE International Conference on Multimedia and Expo, pp. 1-4, Jul 2006. (Cited by 11)

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. 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)

V. Navalpakkam, L. Itti, Optimal feature gain modulation during visual search, 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. (Cited by 1)

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 20)

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 20)

R. Carmi, L. Itti, The Role of Memory in Guiding Attention During Natural Vision, In: Proc. Computational and Systems Neuroscience (Cosyne), p. 105, Mar 2006. (Cited by 40)

V. Navalpakkam, L. Itti, A theory of optimal feature selection during visual search, In: Proc. Computational and Systems Neuroscience (Cosyne), p. 9, Mar 2006.

V. Navalpakkam, L. Itti, Bottom-up and top-down influences on visual scanpaths, In: Proc. SPIE Human Vision and Electronic Imaging XI (HVEI06), San Jose, CA, (B. Rogowitz, T. N. Pappas, S. Daly Ed.), Vol. 6057, Bellingham, WA:SPIE Press, Jan 2006. (Cited by 2)

V. Navalpakkam, L. Itti, Optimal cue selection strategy, In: Advances in Neural Information Processing Systems, Vol. 19 (NIPS*2005), pp. 987-994, Cambridge, MA:MIT Press, 2006. [2005 acceptance rate: 24%] (Cited by 22)

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 229)

T. N. Mundhenk, J. Everist, C. Landauer, L. Itti, K. Bellman, Distributed biologically-based real-time tracking in the absence of prior target information, In: Proc. SPIE International Conference on Intelligent Robots and Computer Vision XXIII: Algorithms, Techniques, and Active Vision, (D. P. Casasent, E. L. Hall, J. Roning Ed.), Vol. 6006, pp. 142-153, Bellingham, WA:SPIE Press, Oct 2005. (Cited by 5)

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 12)

T. N. Mundhenk, L. Itti, Computational modeling and exploration of contour integration for visual saliency, Biological Cybernetics, Vol. 93, No. 3, pp. 188-212, Sep 2005. [2003 impact factor: 1.933] (Cited by 24)

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 192)

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 139)

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.

J. Bonaiuto, L. Itti, Combining attention and recognition for rapid scene analysis, In: Proc. IEEE-CVPR Workshop on Attention and Performance in Computer Vision (WAPCV'05), San Diego, California, pp. 1-6, Jun 2005. (Cited by 24)

C. Siagian, L. Itti, Gist: A Mobile Robotics Application of Context-Based Vision in Outdoor Environment, In: Proc. IEEE-CVPR Workshop on Attention and Performance in Computer Vision (WAPCV'05), San Diego, California, pp. 1-7, Jun 2005. (Cited by 21)

L. Itti, P. F. Baldi, A surprise theory of attention, In: Proc. Vision Science Society Annual Meeting (VSS05), May 2005. (Cited by 3)

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 6)

J. Lu, R. Yakupov, C. Lozar, L. Chang, T. Ernst, L. Itti, Feature-based Attention Is Also Object-based, In: Proc. Vision Science Society Annual Meeting (VSS05), May 2005. (Cited by 2)

M. A. Arbib, T. N. Mundhenk, Schizophrenia and the mirror system: an essay, Neuropsychologia, Vol. 43, No. 2, pp. 268-280, Feb 2005. [2003 impact factor: 2.695] (Cited by 59)

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

V. Navalpakkam, M. A. Arbib, L. Itti, Attention and Scene Understanding, In: Neurobiology of Attention, (L. Itti, G. Rees, J. K. Tsotsos Ed.), pp. 197-203, San Diego, CA:Elsevier, Jan 2005. (Cited by 89)

L. Itti, Models of Bottom-Up Attention and Saliency, In: Neurobiology of Attention, (L. Itti, G. Rees, J. K. Tsotsos Ed.), pp. 576-582, San Diego, CA:Elsevier, Jan 2005. (Cited by 105)

J. K. Tsotsos, L. Itti, G. Rees, A Brief and Selective History of Attention, In: Neurobiology of Attention, (L. Itti, G. Rees, J. K. Tsotsos Ed.), pp. xxiii-xxxii, San Diego, CA:Elsevier, Jan 2005. (Cited by 89)

V. Navalpakkam, L. Itti, Modeling the influence of task on attention, Vision Research, Vol. 45, No. 2, pp. 205-231, Jan 2005. [2003 impact factor: 1.958] (Cited by 407)

D. R. Edgington, I. Kerkez, D. Oliver, L. Kuhnz, D. Cline, D. Walther, L. Itti, Detecting Benthic Megafauna in Underwater Video, In: Proc. 2004 AGU Fall Meeting (AVED), Vol. 85, No. 47, p. OS43B/0551, Dec 2004.

T. N. Mundhenk, C. Landauer, K. Bellman, M. A. Arbib, L. Itti, Teaching the computer subjective notions of feature connectedness in a visual scene for real time vision, In: Proc. SPIE Conference on Intelligent Robots and Computer Vision XXII: Algorithms, Techniques, and Active Vision, (D. P. Casasent, E. L. Hall, J. Roning Ed.), Vol. 5608, pp. 136-147, Bellingham, WA:SPIE Press, Oct 2004. (Cited by 5)

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 5)

P. Natarajan, T. N. Mundhenk, K. Bellman, L. Itti, M. A. Arbib, Camera localization methods for intelligent room systems using RF techniques, In: Proc. SPIE International Conference on Intelligent Robots and Computer Vision XXII: Algorithms, Techniques, and Active Vision, (D. P. Casasent, E. L. Hall, J. Roning Ed.), Vol. 5608, pp. 177-187, Bellingham, WA:SPIE Press, Oct 2004. (Cited by 3)

V. Navalpakkam, L. Itti, Modeling the influence of target and distractor knowledge on visual search, In: Proc. Society for Neuroscience Annual Meeting (SFN'04), Oct 2004.

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 230)

T. N. Mundhenk, V. Navalpakkam, H. Makaliwe, S. Vasudevan, L. Itti, Biologically inspired feature based categorization of objects, In: Proc. SPIE Human Vision and Electronic Imaging IX (HVEI04), San Jose, CA, (B. Rogowitz, T. N. Pappas Ed.), Vol. 5292, Bellingham, WA:SPIE Press, Jan 2004. (Cited by 6)

L. Itti, Automatic Attention-Based Prioritization of Unconstrained Video for Compression, In: Proc. SPIE Human Vision and Electronic Imaging IX (HVEI04), San Jose, CA, (B. Rogowitz, T. N. Pappas Ed.), Vol. 5292, pp. 272-283, Bellingham, WA:SPIE Press, Jan 2004. (Cited by 4)

V. Navalpakkam, L. Itti, Towards a Unified Model for Attention and Recognition, In: Proc. Society for Neuroscience Annual Meeting (SFN'03), Nov 2003.

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 2)

T. N. Mundhenk, C. Ackerman, D. Chung, N. Dhavale, B. Hudson, R. Hirata, E. Pichon, Z. Shi, A. Tsui, L. Itti, Low-cost high-performance mobile robot design utilizing off-the-shelf parts and the Beowulf concept: the Beobot project, In: Proc. SPIE Conference on Intelligent Robots and Computer Vision XXI: Algorithms, Techniques, and Active Vision, pp. 293-303, Bellingham, WA:SPIE Press, Oct 2003. (Cited by 6)

T. N. Mundhenk, N. Dhavale, S. Marmol, E. Calleja, V. Navalpakkam, K. Bellman, C. Landauer, M. A. Arbib, L. Itti, Utilization and viability of biologically-inspired algorithms in a dynamic multi-agent camera surveillance system, In: Proc. SPIE Conference on Intelligent Robots and Computer Vision XXI: Algorithms, Techniques, and Active Vision, pp. 281-292, Bellingham, WA:SPIE Press, Oct 2003. (Cited by 4)

L. Itti, N. Dhavale, F. Pighin, Realistic Avatar Eye and Head Animation Using a Neurobiological Model of Visual Attention, In: Proc. SPIE 48th Annual International Symposium on Optical Science and Technology, (B. Bosacchi, D. B. Fogel, J. C. Bezdek Ed.), Vol. 5200, pp. 64-78, Bellingham, WA:SPIE Press, Aug 2003. (Cited by 115)

N. Dhavale, L. Itti, Saliency-Based Multi-Foveated MPEG Compression, In: Proc. IEEE Seventh International Symposium on Signal Processing and its Applications, Paris, France, pp. 229-232, Jul 2003. (Cited by 21)

V. Navalpakkam, L. Itti, Sharing Resources: Buy Attention, Get Recognition, In: Proc. International Workshop on Attention and Performance in Computer Vision (WAPCV'03), Graz, Austria, Jul 2003.

T. N. Mundhenk, L. Itti, CINNIC, a new computational algorithm for the modeling of early visual contour integration in humans, Neurocomputing, Vol. 52-54, pp. 599-604, Jun 2003. [2001 impact factor: 0.534] (Cited by 7)

L. Itti, Modeling Primate Visual Attention, In: Computational Neuroscience: A Comprehensive Approach, (J. Feng Ed.), pp. 635-655, Boca Raton:CRC Press, 2003. (Cited by 31)

L. Itti, The Beobot Platform for Embedded Real-Time Neuromorphic Vision, In: Advances in Neural Information Processing Systems, Vol. 15, Hardware Demo Track, (T. G. Dietterich, S. Becker, Z. Ghahramani Ed.), Cambridge, MA:MIT Press, 2003. (Cited by 3)

S. Vijayakumar, A. D'Souza, J. Peters, J. Conradt, T. Rutkowski, A. Ijspeert, J. Nakanishi, M. Inoue, T. Shibata, A. Wiryo, L. Itti, S. Amari, S. Schaal, Real-Time Statistical Learning for Oculomotor Control and Visuomotor Coordination, In: Advances in Neural Information Processing Systems, Vol. 15, Hardware Demo Track, (T. G. Dietterich, S. Becker, Z. Ghahramani Ed.), Cambridge, MA:MIT Press, 2003.

L. Itti, Visual Attention, In: The Handbook of Brain Theory and Neural Networks, (M. A. Arbib Ed.), pp. 1196-1201, MIT Press, Jan 2003. (Cited by 47)

R. J. Peters, L. Itti, C. Koch, Eye Movements Are Influenced by Short-Range Interactions Among Orientation Channels, In: Proc. Society for Neuroscience Annual Meeting (SFN'02), p. 715.12, Nov 2002. (Cited by 3)

V. Navalpakkam, L. Itti, A Goal Oriented Attention Guidance Model, In: Lecture Notes in Computer Science, Vol. 2525, pp. 453-461, Nov 2002. (Cited by 90)

T. N. Mundhenk, L. Itti, A Model of Contour Integration in Early Visual Cortex, In: Lecture Notes in Computer Science, Vol. 2525, pp. 80-89, Nov 2002. (Cited by 7)

D. Walther, L. Itti, M. Riesenhuber, T. Poggio, C. Koch, Attentional Selection for Object Recognition - a Gentle Way, In: Lecture Notes in Computer Science, Vol. 2525, pp. 472-479, Nov 2002. (Cited by 159)

D. Chung, R. Hirata, T. N. Mundhenk, J. Ng, R. J. Peters, E. Pichon, A. Tsui, T. Ventrice, D. Walther, P. Williams, L. Itti, A New Robotics Platform for Neuromorphic Vision: Beobots, In: Lecture Notes in Computer Science, Vol. 2525, pp. 558-566, Nov 2002. (Cited by 16)

J. C. Diop, Upstream: Robotic Vision, Neuroscience-based strategies give robots a new outlook, Technology Review, Vol. 105, No. 8, p. 33, Oct 2002.

L. Itti, Toward highly capable neuromorphic autonomous robots: beobots, In: Proc. SPIE 47 Annual International Symposium on Optical Science and Technology, (B. Bosacchi, D. B. Fogel, J. C. Bezdek Ed.), Vol. 4787, pp. 37-45, Bellingham, WA:SPIE Press, Dec 2002. (Cited by 3)

V. Navalpakkam, L. Itti, A Biologically-Inspired Scene-based Question Answering Agent, In: Proc. 9th Joint Symposium on Neural Computation (JSNC'02), Pasadena, California, May 2002.

D. Chung, L. Itti, Object recognition in the early visual system, In: Proc. 9th Joint Symposium on Neural Computation (JSNC'02), Pasadena, California, May 2002.

J. Ng, R. Hirata, T. N. Mundhenk, E. Pichon, A. Tsui, T. Ventrice, P. Williams, L. Itti, Towards Visually-Guided Neuromorphic Robots: Beobots, In: Proc. 9th Joint Symposium on Neural Computation (JSNC'02), Pasadena, California, May 2002. (Cited by 2)

T. N. Mundhenk, L. Itti, Towards a simpler model of contour integration in early visual processing using a composite of methods, In: Proc. 9th Joint Symposium on Neural Computation (JSNC'02), Pasadena, California, May 2002.

D. Walther, M. Riesenhuber, T. Poggio, L. Itti, C. Koch, Towards an integrated model of saliency-based attention and object recognition in the primate's visual system, In: Journal of Cognitive Neuroscience, Vol. B14, No. S, pp. 46-47, Apr 2002.

E. Pichon, L. Itti, Real-Time High-Performance Attention Focusing for Outdoors Mobile Beobots, In: Proc. AAAI Spring Symposium, Stanford, CA (AAAI-TR-SS-02-04), p. 63, Mar 2002. (Cited by 7)

L. Itti, Neuromorphic Attentional Selection for Efficient Allocation of Computing Resources, In: Proc. Virtual Worlds and Simulation Conference, San Antonio, Texas, Jan 2002.

L. Itti, Real-Time High-Performance Attention Focusing in Outdoors Color Video Streams, In: Proc. SPIE Human Vision and Electronic Imaging VII (HVEI'02), San Jose, CA, (B. Rogowitz, T. N. Pappas Ed.), pp. 235-243, Bellingham, WA:SPIE Press, Jan 2002. (Cited by 28)

L. Itti, J. Braun, C. Koch, Modeling the Modulatory Effect of Attention on Human Spatial Vision, In: Advances in Neural Information Processing Systems (NIPS*2001), Vol. 14, (T. G. Dietterich, S. Becker, Z. Ghahramani Ed.), pp. 1247-1254, Cambridge, MA:MIT Press, Aug 2002. [2001 acceptance rate: 30%] (Cited by 10)

F. Miau, C. Papageorgiou, L. Itti, Neuromorphic algorithms for computer vision and attention, In: Proc. SPIE 46 Annual International Symposium on Optical Science and Technology, (B. Bosacchi, D. B. Fogel, J. C. Bezdek Ed.), Vol. 4479, pp. 12-23, Bellingham, WA:SPIE Press, Nov 2001. (Cited by 26)

F. Miau, L. Itti, A Neural Model Combining Attentional Orienting to Object Recognition: Preliminary Explorations on the Interplay Between Where and What, In: Proc. IEEE Engineering in Medicine and Biology Society (EMBS), Istanbul, Turkey, pp. 789-792, Oct 2001. (Cited by 25)

L. Itti, C. Gold, C. Koch, Visual Attention and Target Detection in Cluttered Natural Scenes, Optical Engineering, Vol. 40, No. 9, pp. 1784-1793, Sep 2001. [1999 impact factor: 1.171] (Cited by 81)

E. Niebur, L. Itti, C. Koch, Controlling the Focus of Visual Selective Attention, In: Models of Neural Networks IV, (L. Van Hemmen, E. Domany, J. Cowan Ed.), Springer Verlag, Aug 2001. (Cited by 25)

C. Koch, L. Itti, Computation of Intrinsic Perceptual Saliency in Visual Environments, and Applications, California Institute of Technology, Pasadena, California, Jul 2001. [Patent/Copyright]

J. Braun, C. Koch, D. K. Lee, L. Itti, Perceptual Consequences of Multilevel Selection, In: Visual Attention and Cortical Circuits, (J. Braun, C. Koch, J. Davis Ed.), pp. 215-242, Cambridge, MA:MIT Press, Apr 2001. (Cited by 14)

L. Itti, C. Koch, Computational Modelling of Visual Attention, Nature Reviews Neuroscience, Vol. 2, No. 3, pp. 194-203, Mar 2001. [2002 impact factor: 24.047] (Cited by 1957)

L. Itti, C. Koch, Feature Combination Strategies for Saliency-Based Visual Attention Systems, Journal of Electronic Imaging, Vol. 10, No. 1, pp. 161-169, Jan 2001. [1999 impact factor: 0.667] (Cited by 270)

L. Itti, C. Koch, J. Braun, Revisiting Spatial Vision: Toward a Unifying Model, Journal of the Optical Society of America, JOSA-A, Vol. 17, No. 11, pp. 1899-1917, Nov 2000. [1999 impact factor: 1.864] (Cited by 75)

L. Itti, J. Braun, C. Koch, Single-Filter Gain Changes and Attentional Threshold Modulation, In: Investigative Ophthalmology and Visual Science (Proc. ARVO 2000), Vol. 41, No. 4, p. S39, Mar 2000.

F. Tehrani, L. Itti, C. Koch, Visual Search Asymmetries Reproduced by Simple Model, In: Investigative Ophthalmology and Visual Science (Proc. ARVO 2000), Vol. 41, No. 4, p. S423, Mar 2000.

S. Egner, L. Itti, C. R. Scheier, Comparing attention models with different types of behavior data, In: Investigative Ophthalmology and Visual Science (Proc. ARVO 2000), Vol. 41, No. 4, p. S39, Mar 2000. (Cited by 9)

L. Itti, C. Koch, A saliency-based search mechanism for overt and covert shifts of visual attention, Vision Research, Vol. 40, No. 10-12, pp. 1489-1506, May 2000. [1998 impact factor: 1.809] (Cited by 1402)

J. Selim, Hidden in Plain Sight, Discover Magazine, p. 16, May 2000.

L. Itti, Models of Bottom-Up and Top-Down Visual Attention, California Institute of Technology, Jan 2000. [Ph.D. Thesis] (Cited by 198)

L. Itti, A saliency-based search mechanism for overt and covert shifts of visual attention, In: Workshop on Attention. Reisensburg Castle, Guenzburg, Germany, Nov 1999.

E. Niebur, C. Koch, L. Itti, P. N. Steinmetz, A. Roy, P. Fitzgerald, K. O. Johnson, S. S. Hsiao, Modeling Selective Attention, In: From Molecular Neurobiology to Clinical Neuroscience, Proceedings of the 1st Goettingen conference of the German Neuroscience Society, (N. Elsner, U. Eysel Ed.), p. 151, Jun 1999. (Cited by 2)

L. Itti, C. Koch, Target Detection using Saliency-Based Attention, In: Proc. RTO/SCI-12 Workshop on Search and Target Acquisition (NATO Unclassified), Utrecht, The Netherlands, RTO-MP-45 AC/323(SCI)TP/19, pp. 3.1-3.10, Jun 1999. (Cited by 32)

L. Itti, C. Koch, J. Braun, A Quantitative Model Relating Visual Neuronal Activity to Psychophysical Thresholds, Neurocomputing, No. 26-27, pp. 743-748, Jun 1999. [1998 impact factor: 0.453]

L. Itti, C. R. Scheier, B. Khurana, C. Koch, A Simple Model of Long-Range Interactions for the Computation of Salience, In: Proc. 3rd Annual Vision Research Conference, Fort Lauderdale, FL, May 1999.

L. Itti, J. Braun, C. Koch, Contrast Discrimination can Explain Orientation Discrimination, In: Investigative Ophthalmology and Visual Science (Proc. ARVO 1999), Vol. 40, No. 4, p. 3016, Mar 1999.

D. K. Lee, L. Itti, C. Koch, J. Braun, Attention activates winner-take-all competition among visual filters, Nature Neuroscience, Vol. 2, No. 4, pp. 375-81, Apr 1999. [2000 impact factor: 12.636] (Cited by 294)

L. Itti, J. Braun, D. K. Lee, C. Koch, Attentional Modulation of Human Pattern Discrimination Psychophysics Reproduced by a Quantitative Model, In: Advances in Neural Information Processing Systems (NIPS*1998), Vol. 11, (M. S. Kearns, S. A. Solla, D. A. Cohn Ed.), pp. 789-795, Cambridge, MA:MIT Press, Aug 1999. [1998 acceptance rate: 31%] (Cited by 6)

L. Itti, J. Braun, D. K. Lee, C. Koch, Attentional Modulation of Human Pattern Discrimination Psychophysics Reproduced by a Quantitative Model, In: Proc. Joint Symposium on Frontiers in Computational Neuroscience, Eilat, Israel, p. 41, Mar 1999. (Cited by 6)

L. Itti, C. Koch, Comparison of Feature Combination Strategies for Saliency-Based Visual Attention Systems, In: Proc. SPIE Human Vision and Electronic Imaging IV (HVEI'99), San Jose, CA, Vol. 3644, pp. 473-82, Bellingham, WA:SPIE Press, Jan 1999. (Cited by 169)

L. Itti, C. Koch, E. Niebur, A Model of Saliency-Based Visual Attention for Rapid Scene Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 11, pp. 1254-1259, Nov 1998. [1998 impact factor: 1.417] (Cited by 3770)

J. Braun, D. K. Lee, L. Itti, C. Koch, Parallels Between Psychophysical and Neuronal Models of Orientation Tuning, In: Proc.Society for Neuroscience Annual Meeting (SFN'98), p. 767, Nov 1998.

L. Itti, J. Braun, D. K. Lee, C. Koch, A Model of Early Visual Processing, In: Advances in Neural Information Processing Systems (NIPS*1997), Vol. 10, (M. I. Jordan, M. J. Kearns, S. A. Solla Ed.), pp. 173-179, Cambridge, MA:MIT Press, Aug 1998. [1997 oral acceptance rate: 4%] (Cited by 24)

L. Itti, C. Koch, J. Braun, A Model for the Attentional Modulation of Spatial Vision, Continued, In: Investigative Ophthalmology and Visual Science (Proc. ARVO 1998), Vol. 39, No. 4, p. 2934, Mar 1998.

L. Itti, C. Koch, J. Braun, A Model for the Attentional Modulation of Spatial Vision, In: Investigative Ophthalmology and Visual Science (Proc. ARVO 1997), Vol. 38, No. 4, p. 5461, Mar 1997.

L. Itti, E. Niebur, J. Braun, C. Koch, A Trainable Model of Visual Attention, In: Proc. Society for Neuroscience Annual Meeting (SFN'96), p. 270, Nov 1996. (Cited by 4)

E. Niebur, L. Itti, C. Koch, A Neural Model for the ''Where'' Pathway, In: Proc. Canadian Institute for Advanced Research, Artificial Intelligence and Robotics Program, Workshop on Visual Attention: Focus on Modeling, Toronto, Canada, 1996.