Journal Articles

J. Heeman, B. J. White, S. Van der Stigchel, J. Theeuwes, L. Itti, D. P. Munoz, Saliency response in superior colliculus at the future saccade goal predicts fixation duration during free viewing of dynamic scenes, Journal of Neuroscience, pp. 1--24, Society for Neuroscience, Nov 2024. [2023 impact factor: 4.4]

A. M. Jones, L. Itti, B. R. Sheth, Expert-level sleep staging using an electrocardiography-only feed-forward neural network, Computers in Biology and Medicine, Vol. 176, p. 108545, Elsevier, Jun 2024. [2023 impact factor: 7.0] (Cited by 1)

A. Soltoggio, E. Ben-Iwhiwhu, V. Braverman, E. Eaton, B. Epstein, Y. Ge, L. Halperin, J. How, L. Itti, M. A. Jacobs, others, A collective AI via lifelong learning and sharing at the edge, Nature Machine Intelligence, Vol. 6, No. 3, pp. 251--264, Nature Publishing Group UK London, Mar 2024. [2023 impact factor: 18.8] (Cited by 14)

Yixin Xu, Zijian Zhao, Yi Xiao, Tongguang Yu, Halid Mulaosmanovic, Dominik Kleimaier, Stefan Duenkel, Sven Beyer, Xiao Gong, Rajiv Joshi, Xiaobo Hu, Shixian Wen, Amanda Sofie Rios, Kiran Lekkala, Laurent Itti, Eric Homan, Sumitha George, Vijaykrishnan Narayanan, Kai Ni, Ferroelectric FET-based context-switching FPGA enabling dynamic reconfiguration for adaptive deep learning machines, Science Advances, Vol. 10, No. 3, p. eadk1525, American Association for the Advancement of Science, Jan 2024. [2023 impact factor: 11.7] (Cited by 5)

A. M. Jones, G. Sahin, Z. W. Murdock, Y. Ge, A. Xu, Y. Li, D. Wu, S. Ni, P. H. Huang, K. Lekkala, L. Itti, USC-DCT: A Collection of Diverse Classification Tasks, Data, Vol. 8, No. 10, p. 153, MDPI, Oct 2023. [2022 impact factor: 2.6] (Cited by 1)

Y. Ge, Y. Li, D. Wu, A. Xu, A. M. Jones, A. S. Rios, I. Fostiropoulos, P. H. Huang, Z. W. Murdock, G. Sahin, S. Ni, K. Lekkala, S. A. Sontakke, L. Itti, Lightweight Learner for Shared Knowledge Lifelong Learning, Transactions on Machine Learning Research, pp. 1--26, 2023. (Cited by 10)

M. Habibi, W. H. Oertel, B. J. White, D. C. Brien, B. C. Coe, H. C. Riek, J. Perkins, R. Yep, L. Itti, L. Timmermann, others, Eye tracking identifies biomarkers in $alpha$-synucleinopathies versus progressive supranuclear palsy, Journal of Neurology, pp. 1--19, Springer, Sep 2022. [2021 impact factor: 4.849] (Cited by 23)

J. Oster, J. Huang, B. J. White, R. Radach, L. Itti, D. P. Munoz, C. A. Wang, Pupillary responses to differences in luminance, color and set size, Experimental Brain Research, pp. 1--13, Springer, Jun 2022. [2021 impact factor: 2.193] (Cited by 9)

S. Wen, L. Itti, Beneficial Perturbation Network for Lifelong Learning, IEEE BrainInsight, pp. 1-4, Dec 2021. (Cited by 2)

S. Wen, A. Yin, T. Furlanello, M. Perich, L. Miller, L. Itti, Rapid adaptation of brain-computer interfaces to new neuronal ensembles or participants via generative modelling, Nature Biomedical Engineering, Vol. 7, No. 4, pp. 546--558, Nature Publishing Group, 2023. [2021 impact factor: 25.671] (Cited by 38)

S. Wen, A. Yin, P. H. Tseng, L. Itti, M. A. Lebedev, M. Nicolelis, Capturing spike train temporal pattern with wavelet average coefficient for brain machine interface, Scientific reports, Vol. 11, No. 1, pp. 1--10, Nature Publishing Group, 2021. [2020 impact factor: 4.379] (Cited by 5)

B. J. White, L. Itti, D. P. Munoz, Superior colliculus encodes visual saliency during smooth pursuit eye movements, European Journal of Neuroscience, Vol. 54, No. 1, pp. 4258--4268, Wiley Online Library, 2021. [2020 impact factor: 3.386] (Cited by 18)

S. Wen, A. Rios, Y. Ge, L. Itti, Beneficial Perturbation Network for designing general adaptive artificial intelligence systems, IEEE Transactions on Neural Networks and Learning Systems, pp. 1-14, IEEE, 2021. [2020 impact factor: 8.793] (Cited by 27)

J. T. Leksut, J. Zhao, L. Itti, Learning visual variation for object recognition, Image and Vision Computing, pp. 1-11, Elsevier, 2020. [2020 impact factor: 4.48] (Cited by 12)

B. J. White, L. Itti, D. P. Munoz, Superior colliculus encodes visual saliency during smooth pursuit eye movements, European Journal of Neuroscience, pp. 1-11, Wiley Online Library, May 2019. [2017 impact factor: 2.832] (Cited by 18)

K. Okamoto, L. Itti, P. Tsiotras, Vision-Based Autonomous Path Finding Using a Human Driver Control Model with Reliable Input-Feature Value Estimation, IEEE Transactions on Intelligent Vehicles, pp. 1-10, Feb 2019. (Cited by 25)

C. Zhang, A. Paolozza, P. Tseng, J. Reynolds, D. P. Munoz, L. Itti, Detection of Children/Youth with Fetal Alcohol Spectrum Disorder through Eye Movement, Psychometric and Neuroimaging Data, Frontiers in Neurology, Vol. 10, p. 80, Frontiers, Feb 2019. [2017 impact factor: 3.508] (Cited by 43)

W. S. Grant, L. Itti, Learning Invariant Features in Modulatory Networks through Conflict and Ambiguity, Neural computation, Vol. 31, No. 2, pp. 344-387, MIT Press, 2019. [2018 impact factor: 1.651] (Cited by 1)

J. Tanner, L. Itti, A top-down saliency model with goal relevance, Journal of vision, Vol. 19, No. 1, pp. 1-16, The Association for Research in Vision and Ophthalmology, Jan 2019. [2017 impact factor: 2.226] (Cited by 23)

G. Zhang, D. Zhu, X. Liu, M. Chen, L. Itti, Y. Luo, J. Lu, Multi-scale pulmonary nodule classification with deep feature fusion via residual network, Journal of Ambient Intelligence and Humanized Computing, pp. 1-12, Springer, Nov 2018. [2017 impact factor: 1.423] (Cited by 9)

D. Zhu, L. Dai, Y. Luo, G. Zhang, X. Shao, L. Itti, J. Lu, Multi-Scale Adversarial Feature Learning for Saliency Detection, Symmetry, Vol. 10, No. 10, pp. 1-10, Oct 2018. [2018 impact factor: 1.256] (Cited by 22)

W. S. Grant, R. C. Voorhies, L. Itti, Efficient Velodyne SLAM with point and plane features, Autonomous Robots, Vol. 43, pp. 1207-1224, Springer, Aug 2019. [2017 impact factor: 2.244] (Cited by 53)

D. Zhu, Y. Luo, L. Dai, X. Shao, Q. Zhou, L. Itti, J. Lu, Salient object detection via a local and global method based on deep residual network, Journal of Visual Communication and Image Representation, Vol. 54, pp. 1-9, Elsevier, Jul 2018. [2017 impact factor: 1.836] (Cited by 24)

J. Zhao, L. Itti, shapeDTW: shape Dynamic Time Warping, Pattern Recognition, pp. 171--184, Feb 2018. [2017 impact factor: 3.962] (Cited by 255)

D. Zhu, L. Dai, X. Shao, Q. Zhou, L. Itti, Y. Luo, J. Lu, Image salient object detection with refined deep features via convolution neural network, Journal of Electronic Imaging, Vol. 26, No. 6, p. 063018, International Society for Optics and Photonics, Nov 2017. (Cited by 9)

B. J. White, J. Y. Kan, R. Levy, L. Itti, D. P. Munoz, Superior colliculus encodes visual saliency before the primary visual cortex, Proceedings of the National Academy of Sciences, Vol. 114, No. 35, pp. 9451-9456, National Acad Sciences, Aug 2017. [2016 impact factor: 9.661] (Cited by 139)

L. Itti, Until the demise of the functional field of view (commentary), Behavioral and Brain Sciences, Vol. 40, p. e140, May 2017. (Cited by 2)

J. Tanner, L. Itti, Goal relevance as a quantitative model of human task relevance, Psychological review, Vol. 124, No. 2, p. 168, American Psychological Association, Mar 2017. [2016 impact factor: 7.638] (Cited by 13)

P. A. Zientara, S. Lee, G. H. Smith, R. Brenner, L. Itti, M. B. Rosson, J. M. Carroll, K. M. Irick, V. Narayanan, Third Eye: A Shopping Assistant for the Visually Impaired, Computer, Vol. 50, No. 2, pp. 16-24, IEEE, Feb 2017. [2016 impact factor: 1.438] (Cited by 66)

W. S. Grant, J. Tanner, L. Itti, Biologically plausible learning in neural networks with modulatory feedback, Neural Networks, Vol. 88, pp. 32-48, Jan 2017. [2016 impact factor: 5.287] (Cited by 17)

B. J. White, D. J. Berg, J. Y. Kan, R. A. Marino, L. Itti, D. P. Munoz, Superior colliculus neurons encode a visual saliency map during free viewing of natural dynamic video, Nature Communications, Vol. 8, No. 14263, pp. 1-9, Jan 2017. [2015 impact factor: 11.329] (Cited by 174)

J. Wang, A. Borji, C.-C. J. Kuo, L. Itti, Learning a combined model of visual saliency for fixation prediction, IEEE Transactions on Image Processing, Vol. 25, No. 4, pp. 1566-1579, Apr 2016. [2014 impact factor: 3.625] (Cited by 78)

J. Zhao, L. Itti, Classifying Time Series using Local Descriptors with Hybrid Sampling, IEEE Transactions on Knowledge and Data Engineering, Vol. 28, No. 3, pp. 623-637, Mar 2016. [2015 impact factor: 2.476] (Cited by 46)

L. Itti, New Eye-Tracking Techniques May Revolutionize Mental Health Screening, Neuron, Vol. 88, No. 3, pp. 442-444, Nov 2015. [2014 impact factor: 15.054] (Cited by 75)

Z. Bylinskii, T. Judd, A. Borji, L. Itti, F. Durand, A. Oliva, A. Torralba, Mit saliency benchmark, p. 1, 2015. (Cited by 360)

S. Filipe, L. Itti, L. A. Alexandre, BIK-BUS: Biologically Motivated 3D Keypoint Based on Bottom-Up Saliency, IEEE Transactions on Image Processing, Vol. 24, No. 1, pp. 163-175, Jan 2015. [2013 impact factor: 3.111] (Cited by 32)

D. Parks, A. Borji, L. Itti, Augmented saliency model using automatic 3D head pose detection and learned gaze following in natural scenes, Vision Research, Vol. 116B, pp. 113-126, 2015. [2013 impact factor: 2.381] (Cited by 66)

A. Borji, D. Parks, L. Itti, Complementary effects of gaze direction and early saliency in guiding fixations during free viewing, Journal of Vision, Vol. 14, No. 13, pp. 1-32, Nov 2014. [2013 impact factor: 2.727] (Cited by 69)

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, Vol. 44, No. 5, pp. 523-538, May 2014. [2013 Impact Factor: 2.183] (Cited by 141)

A. Borji, L. Itti, Optimal Attentional Modulation of a Neural Population, Frontiers in Computational Neuroscience, Vol. 8, No. 34, pp. 1-14, Mar 2014. [2012 impact factor: 2.481] (Cited by 18)

A. Borji, L. Itti, Defending Yarbus: Eye movements reveal observers' task, Journal of Vision, Vol. 14, No. 3(29), pp. 1-22, Mar 2014. [2012 impact factor: 2.47] (Cited by 321)

C.-A. Wang, S. E. Boehnke, L. Itti, D. P. Munoz, Transient Pupil Response Is Modulated by Contrast-Based Saliency, Journal of Neuroscience, Vol. 34, No. 2, pp. 408-417, Jan 2014. [2012 impact factor: 6.908] (Cited by 122)

G. Xiao, G. Xu, X. Liu, J. Fu, F. Wang, L. Li, L. Itti, J. Lu, Feature-based attention is independent of object appearance, Journal of Vision, Vol. 14, No. 1, pp. 3.1 - 3.11, Jan 2014. [2012 impact factor: 2.479] (Cited by 9)

C. Siagian, C.-K. Chang, L. Itti, Autonomous Mobile Robot Localization and Navigation Using Hierarchical Map Representation Primarily Guided by Vision, Journal of Field Robotics, Vol. 31, No. 3, pp. 408-440, May/Jun 2014. [2012 impact factor: 2.152] (Cited by 27)

B. J. White, R. A. Marino, S. E. Boehnke, L. Itti, J. Theeuwes, D. P. Munoz, Competitive Integration of Visual and Goal-related Signals on Neuronal Accumulation Rate: A Correlate of Oculomotor Capture in the Superior Colliculus, Journal of Cognitive Neuroscience, Vol. 25, No. 10, pp. 1754-1768, Oct 2013. [2012 impact factor: 4.493] (Cited by 19)

A. Borji, D. N. Sihite, L. Itti, Objects do not predict fixations better than early saliency: A re-analysis of Einhaeuser et al.'s data, Journal of Vision, Vol. 13, No. 10, pp. 1-4, Aug 2013. [2011 impact factor: 2.47] (Cited by 78)

A. Borji, D. N. Sihite, L. Itti, What stands out in a scene? A study of human explicit saliency judgment, Vision Research, Vol. 91, pp. 62-77, Aug 2013. [2011 impact factor: 2.13] (Cited by 215)

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, Vol. 260, pp. 275-284, Jan 2013. [2011 Impact Factor: 3.473] (Cited by 220)

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, 2012. [2011 Impact Factor: 3.042] (Cited by 780)

N. Parikh, L. Itti, M. Humayun, J. Weiland, Performance of visually guided tasks using simulated prosthetic vision and saliency-based cues, Journal of Neural Engineering, Vol. 10, No. 2, p. 026017, IOP Publishing, 2013. (Cited by 70)

A. Borji, L. Itti, State-of-the-art in Visual Attention Modeling, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 35, No. 1, pp. 185-207, Jan 2013. [2010 Impact Factor: 5.027] (Cited by 2342)

J. Shen, L. Itti, Top-down influences on visual attention during listening are modulated by observer sex, Vision Research, Vol. 65, pp. 62-76, Jul 2012. [2011 impact factor: 2.414] (Cited by 61)

M. Yoshida, L. Itti, D. J. Berg, T. Ikeda, R. Kato, K. Takaura, B. J. White, D. P. Munoz, T. Isa, Residual Attention Guidance in Blindsight Monkeys Watching Complex Natural Scenes, Current Biology, Vol. 22, No. 15, pp. 1429-1434, Aug 2012. [2010 impact factor: 10.025] (Cited by 74)

T. H. Lee, L. Itti, M. Mather, Evidence for Arousal-Biased Competition in Perceptual Learning, Frontiers in Psychology, Vol. 3, No. 241, pp. 1-9, Jul 2012. (Cited by 112)

R. A. Marino, R. Levy, S. Boehnke, B. J. White, L. Itti, D. P. Munoz, Linking visual response properties in the superior colliculus to saccade behavior, European Journal of Neuroscience, Vol. 35, No. 11, pp. 1738-52, Jun 2012. [2010 impact factor: 3.658] (Cited by 101)

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 10)

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 66)

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 214)

C. Siagian, C.-K. Chang, R. C. 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 15)

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 617)

Z. Li, S. Qin, L. Itti, Visual attention guided bit allocation in video compression, Image and Vision Computing, Vol. 29, No. 1, pp. 1-14, Jan 2011. [2009 Impact Factor: 1.474] (Cited by 299)

L. Elazary, L. Itti, A Bayesian model for efficient visual search and recognition, Vision Research, Vol. 50, No. 14, pp. 1338-1352, Jun 2010. [2008 impact factor: 2.051] (Cited by 161)

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 386)

F. D. E. V. Fallani, F. Baluch, L. Astofli, D. Subramanian, G. Zouridakis, F. Babiloni, Functional networks From EEG signals during motor learning tasks, International Journal of Bifurcation and Chaos, Vol. 20, No. 3, pp. 905-912, Mar 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 33)

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 80)

B. J. White, S. E. Boehnke, R. A. Marino, L. Itti, D. P. Munoz, Color-related Signals in the Primate Superior Colliculus, Journal of Neuroscience, Vol. 29, No. 39, pp. 12159-12166, Sep 2009. [2008 Impact Factor: 7.452] (Cited by 129)

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 281)

E. Itti, G. Villafane, Z. Malek, P. Brugieres, D. Capacchione, L. Itti, P. Maison, P. Cesaro, M. Meignan, Dopamine transporter imaging under high-dose transdermal nicotine therapy in Parkinson's disease: an observational study, Nuclear Medicine Communications, Vol. 30, No. 7, pp. 513-518, Jul 2009. [2008 impact factor: 1.706] (Cited by 35)

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 459)

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 17)

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 183)

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 1384)

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 372)

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 151)

C. Siagian, L. Itti, Biologically inspired mobile-robot self localization, The Neuromorphic Engineer, pp. 1-2, Dec 2007. (Cited by 3)

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 59)

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 435)

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 772)

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 309)

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 107)

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 100)

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 141)

J. Bonaiuto, L. Itti, The Use of Attention and Spatial Information for Rapid Facial Recognition in Video, Image and Vision Computing, Vol. 24, No. 6, pp. 557-563, Jun 2006. [2004 impact factor: 1.159] (Cited by 25)

E. Itti, I. T. Gaw Gonzalo, A. Pawlikowska-Haddal, K. B. Boone, A. Mlikotic, L. Itti, F. S. Mishkin, R. S. Swerdloff, The Structural Brain Correlates of Cognitive Deficits in Adults With Klinefelter's Syndrome, Journal of Clinical Endocrinology and Metabolism, Vol. 91, No. 4, pp. 1423-1427, Apr 2006. [2004 impact factor: 5.778] (Cited by 99)

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 49)

J. Lu, L. Itti, Perceptual Consequences of Feature-Based Attention, Journal of Vision, Vol. 5, No. 7, pp. 622-631, Aug 2005. [2005 impact factor: 3.469] (Cited by 38)

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 919)

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 443)

C. Ackerman, L. Itti, Robot Steering With Spectral Image Information, IEEE Transactions on Robotics, Vol. 21, No. 2, pp. 247-251, Apr 2005. [2003 impact factor: 2.103] (Cited by 43)

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 38)

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 924)

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 1016)

L. Itti, The iLab Neuromorphic Vision C++ Toolkit: Free tools for the next generation of vision algorithms, The Neuromorphic Engineer, Vol. 1, No. 1, p. 10, Mar 2004. (Cited by 35)

E. Itti, I. T. Gaw Gonzalo, K. B. Boone, D. H. Geschwind, N. Berman, A. Pawlikowska-Haddal, L. Itti, F. S. Mishkin, R. S. Swerdloff, Functional neuroimaging provides evidence of anomalous cerebral laterality in adults with Klinefelter's syndrome, Annals of Neurology, Vol. 54, No. 5, pp. 669-673, Nov 2003. [2002 impact factor: 8.603] (Cited by 55)

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 10)

E. Itti, K. Huff, M. E. Cornford, L. Itti, K. Poruri, F. S. Mishkin, Postinfectious encephalitis: A coregistered SPECT and magnetic resonance imaging study, Clinical Nuclear Medicine, Vol. 27, No. 2, pp. 129-130, Feb 2002. [2000 impact factor: 0.399] (Cited by 8)

L. Itti, L. Chang, T. Ernst, Segmentation of Progressive Multifocal Leukoencephalopathy Lesions in Fluid-Attenuated Inversion Recovery Magnetic Resonance Imaging, Journal of Neuroimaging, Vol. 11, No. 4, pp. 412-417, Oct 2001. [2000 impact factor: 0.942] (Cited by 24)

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 164)

L. Chang, O. Speck, E. N. Miller, J. Braun, J. Jovicich, C. Koch, L. Itti, T. Ernst, Neural Correlates of Attention and Working Memory Deficits in HIV Patients, Neurology, Vol. 57, No. 6, pp. 1001-1007, Sep 2001. [1999 impact factor: 5.232] (Cited by 259)

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 6414)

L. Itti, L. Chang, T. Ernst, Automatic scan prescription for brain MRI, Magnetic Resonance in Medicine, Vol. 45, No. 3, pp. 486-494, Mar 2001. [1999 impact factor: 3.757] (Cited by 66)

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 634)

T. Ernst, E. Itti, L. Itti, L. Chang, Changes in cerebral metabolism are detected prior to perfusion changes in early HIV-CMC: A coregistered (1)H MRS and SPECT study, Journal of Magnetic Resonance Imaging, Vol. 12, No. 6, pp. 859-865, Dec 2000. [1999 impact factor: 2.106] (Cited by 56)

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 115)

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 4342)

L. Chang, C. S. Grob, T. Ernst, L. Itti, F. S. Mishkin, R. Jose-Melchor, R. E. Poland, Effect of ecstasy [3,4-methylenedioxymethamphetamine (MDMA)] on cerebral blood flow: a co-registered SPECT and MRI study, Psychiatry Research, Vol. 98, No. 1, pp. 15-28, Feb 2000. [1998 impact factor: 1.424] (Cited by 165)

T. Ernst, O. Speck, L. Itti, L. Chang, Simultaneous correction for interscan patient motion and geometric distortions in echoplanar imaging, Magnetic Resonance in Medicine, Vol. 42, No. 1, pp. 201-5, Jul 1999. [2000 impact factor: 3.121] (Cited by 38)

O. Speck, L. Chang, L. Itti, E. Itti, T. Ernst, Comparison of static and dynamic MRI techniques for the measurement of regional cerebral blood volume, Magnetic Resonance in Medicine, Vol. 41, No. 6, pp. 1264-8, Jun 1999. [2000 impact factor: 3.121] (Cited by 26)

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] (Cited by 9)

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 594)

T. Ernst, L. Chang, L. Itti, O. Speck, Correlation of regional cerebral blood flow from perfusion MRI and spect in normal subjects, Magnetic Resonance Imaging, Vol. 17, No. 3, pp. 349-54, Apr 1999. [1998 impact factor: 1.208] (Cited by 56)

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 14850)

L. Itti, L. Chang, T. Ernst, F. S. Mishkin, Improved 3D correction for partial volume effects in brain SPECT, Human Brain Mapping, Vol. 5, No. 5, pp. 379-388, 1997. [1998 impact factor: 4.738] (Cited by 18)

D. I. Kaufer, B. L. Miller, L. Itti, L. A. Fairbanks, J. Li, J. Fishman, J. Kushi, J. L. Cummings, Midline cerebral morphometry distinguishes frontotemporal dementia and Alzheimer's disease, Neurology, Vol. 48, No. 4, pp. 978-85, Apr 1997. [1998 impact factor: 4.972] (Cited by 69)

L. Itti, L. Chang, J. F. Mangin, J. Darcourt, T. Ernst, Robust multimodality registration for brain mapping, Human Brain Mapping, Vol. 5, No. 1, pp. 3-17, 1997. [1998 impact factor: 4.738] (Cited by 66)

A. H. Craig, J. L. Cummings, L. A. Fairbanks, L. Itti, B. L. Miller, J. Li, I. Mena, Cerebral blood flow correlates of apathy in Alzheimer disease, Archives of Neurology, Vol. 53, No. 11, pp. 1116-20, Nov 1996. [1998 impact factor: 3.375] (Cited by 297)

D. F. Benson, A. Djenderedjian, B. L. Miller, N. A. Pachana, L. Chang, L. Itti, I. Mena, Neural basis of confabulation, Neurology, Vol. 46, No. 5, pp. 1239-43, May 1996. [1998 impact factor: 4.972] (Cited by 168)

B. L. Miller, L. Itti, J. Li, A. L. Darby, R. Booth, L. Chang, I. Mena, Atrophy-Corrected Cerebral Blood Flow in Fronto-Temporal Dementia, Facts and Research in Gerontology, No. S, pp. 93-103, 1995. (Cited by 8)