Journal Articles

S. Marat, L. Itti, Influence of the amount of context learned for improving object classification when simultaneously learning object and contextual cues, Visual Cognition, 2012. (in press) [2010 Impact Factor: 1.828]

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]

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 5)

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 2)

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 14)

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 11)

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 13)

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 17)

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 3)

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 11)

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 12)

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 27)

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]

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 29)

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, Journal of Vision, Vol. 9, No. 5:19, pp. 1-15, May 2009. [2007 impact factor: 3.791] (Cited by 15)

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 114)

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 92)

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 44)

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

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 21)

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 102)

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 153)

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 85)

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 36)

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 34)

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 53)

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 8)

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 43)

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 22)

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 15)

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 154)

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 115)

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 24)

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 52)

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 340)

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 190)

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 12)

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 36)

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)

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]

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 9)

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 69)

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 97)

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 1665)

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 27)

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 237)

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]

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 68)

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 1226)

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 102)

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 20)

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 18)

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]

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 273)

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 41)

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 3097)

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 45)

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 47)

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 170)

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 85)

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 4)