What do eyes reveal about the mind?: Algorithmic inference of search targets from fixations

[1]  Ali Borji,et al.  What/Where to Look Next? Modeling Top-Down Visual Attention in Complex Interactive Environments , 2014, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[2]  Garrison W. Cottrell,et al.  Predicting an observer's task using multi-fixation pattern analysis , 2014, ETRA.

[3]  Ali Borji,et al.  Optimal attentional modulation of a neural population , 2014, Front. Comput. Neurosci..

[4]  L. Itti,et al.  Defending Yarbus: eye movements reveal observers' task. , 2014, Journal of vision.

[5]  P. König,et al.  Spatial biases in viewing behavior. , 2014, Journal of vision.

[6]  Andrew Sears and Julie A. Jacko.  The human-computer interaction handbook , 2013 .

[7]  Ali Borji,et al.  Analysis of Scores, Datasets, and Models in Visual Saliency Prediction , 2013, 2013 IEEE International Conference on Computer Vision.

[8]  Firas Lethaus,et al.  A comparison of selected simple supervised learning algorithms to predict driver intent based on gaze data , 2013, Neurocomputing.

[9]  Ali Borji,et al.  What stands out in a scene? A study of human explicit saliency judgment , 2013, Vision Research.

[10]  James J. Clark,et al.  A computational model for task inference in visual search. , 2013, Journal of vision.

[11]  M. Pomplun,et al.  The effects of task difficulty on visual search strategy in virtual 3D displays. , 2013, Journal of vision.

[12]  John M. Henderson,et al.  Predicting Cognitive State from Eye Movements , 2013, PloS one.

[13]  J. Wolfe,et al.  The interplay of episodic and semantic memory in guiding repeated search in scenes , 2013, Cognition.

[14]  S. Crespi,et al.  Spotting expertise in the eyes: billiards knowledge as revealed by gaze shifts in a dynamic visual prediction task. , 2012, Journal of vision.

[15]  Dirk B. Walther,et al.  Fixation patterns predict scene category , 2012 .

[16]  Ali Borji,et al.  An Object-Based Bayesian Framework for Top-Down Visual Attention , 2012, AAAI.

[17]  Ali Borji,et al.  Probabilistic learning of task-specific visual attention , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

[18]  Ali Borji,et al.  Exploiting local and global patch rarities for saliency detection , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

[19]  Ali Borji,et al.  Boosting bottom-up and top-down visual features for saliency estimation , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

[20]  Michelle R. Greene,et al.  Reconsidering Yarbus: A failure to predict observers’ task from eye movement patterns , 2012, Vision Research.

[21]  Alexander C. Schütz,et al.  Eye movements and perception: a selective review. , 2011, Journal of vision.

[22]  M. Carrasco.  Visual attention: The past 25 years , 2011, Vision Research.

[23]  Alex D. Hwang,et al.  Semantic guidance of eye movements in real-world scenes , 2011, Vision Research.

[24]  D. Ballard,et al.  Eye guidance in natural vision: reinterpreting salience. , 2011, Journal of vision.

[25]  Gerhard Tröster,et al.  Eye Movement Analysis for Activity Recognition Using Electrooculography , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[26]  N. Hagemann,et al.  Visual perception in fencing: Do the eye movements of fencers represent their information pickup? , 2010, Attention, perception & psychophysics.

[27]  Gregory J. Zelinsky,et al.  Eye can read your mind: Decoding eye movements to reveal the targets of categorical search tasks , 2010 .

[28]  T. Loetscher,et al.  Eye position predicts what number you have in mind , 2010, Current Biology.

[29]  Jeff B. Pelz,et al.  Predictive eye movements in squash , 2010 .

[30]  Pietro Perona,et al.  Optimal reward harvesting in complex perceptual environments , 2010, Proceedings of the National Academy of Sciences.

[31]  Tim C Kietzmann,et al.  Investigating task-dependent top-down effects on overt visual attention. , 2010, Journal of vision.

[32]  Mohan M. Trivedi,et al.  On the Roles of Eye Gaze and Head Dynamics in Predicting Driver's Intent to Change Lanes , 2009, IEEE Transactions on Intelligent Transportation Systems.

[33]  Krista A. Ehinger,et al.  Modelling search for people in 900 scenes: A combined source model of eye guidance , 2009 .

[34]  Marianne A. DeAngelus,et al.  Top-down control of eye movements: Yarbus revisited , 2009 .

[35]  O. Schwartz,et al.  Visuomotor characterization of eye movements in a drawing task , 2009, Vision Research.

[36]  Michael L. Mack,et al.  Viewing task influences eye movement control during active scene perception. , 2009, Journal of vision.

[37]  Christof Koch,et al.  Decoding What People See from Where They Look: Predicting Visual Stimuli from Scanpaths , 2009, WAPCV.

[38]  G. Zelinsky.  A theory of eye movements during target acquisition. , 2008, Psychological review.

[39]  Laurent Itti,et al.  Interesting objects are visually salient. , 2008, Journal of vision.

[40]  Laurent Itti,et al.  Congruence between model and human attention reveals unique signatures of critical visual events , 2007, NIPS.

[41]  Yuanzhen Li,et al.  Measuring visual clutter. , 2007, Journal of vision.

[42]  M. Hayhoe,et al.  Look-ahead fixations: anticipatory eye movements in natural tasks , 2007, Experimental Brain Research.

[43]  L. Itti,et al.  Search Goal Tunes Visual Features Optimally , 2007, Neuron.

[44]  Antonio Torralba,et al.  Contextual guidance of eye movements and attention in real-world scenes: the role of global features in object search. , 2006, Psychological review.

[45]  M. Pomplun.  Saccadic selectivity in complex visual search displays , 2006, Vision Research.

[46]  M. Land.  Eye movements and the control of actions in everyday life , 2006, Progress in Retinal and Eye Research.

[47]  A. Bovik,et al.  Visual search in noise: revealing the influence of structural cues by gaze-contingent classification image analysis. , 2006, Journal of vision.

[48]  G. Kuhn,et al.  Magic and Fixation: Now You Don't See it, Now You Do , 2005, Perception.

[49]  D. Ballard,et al.  Eye movements in natural behavior , 2005, Trends in Cognitive Sciences.

[50]  Wilson S. Geisler,et al.  Optimal eye movement strategies in visual search , 2005, Nature.

[51]  Jitendra Malik,et al.  An Information Maximization Model of Eye Movements , 2004, NIPS.

[52]  Anthony J. Hornof,et al.  Cognitive Strategies for the Visual Search of Hierarchical Computer Displays , 2004, Hum. Comput. Interact..

[53]  Dana H. Ballard,et al.  Eye Movements for Reward Maximization , 2003, NIPS.

[54]  J. Henderson.  Human gaze control during real-world scene perception , 2003, Trends in Cognitive Sciences.

[55]  Erik D. Reichle,et al.  The E-Z Reader model of eye-movement control in reading: Comparisons to other models , 2003, Behavioral and Brain Sciences.

[56]  S. Kosslyn,et al.  Eye movements during visual mental imagery , 2002, Trends in Cognitive Sciences.

[57]  Matti Pietikäinen,et al.  Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[58]  Rodney A. Brooks,et al.  Humanoid robots , 2002, CACM.

[59]  M. Hayhoe,et al.  In what ways do eye movements contribute to everyday activities? , 2001, Vision Research.

[60]  P. Verghese.  Visual Search and Attention A Signal Detection Theory Approach , 2001, Neuron.

[61]  Antonio Torralba,et al.  Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope , 2001, International Journal of Computer Vision.

[62]  C. Koch,et al.  Computational modelling of visual attention , 2001, Nature Reviews Neuroscience.

[63]  R. Miall,et al.  A Painter's Eye Movements: A Study of Eye and Hand Movement during Portrait Drawing , 2001, Leonardo.

[64]  Michael F. Land,et al.  From eye movements to actions: how batsmen hit the ball , 2000, Nature Neuroscience.

[65]  James J. Clark,et al.  Word ambiguity and the optimal viewing position in reading , 1999, Vision Research.

[66]  M. Land,et al.  The Roles of Vision and Eye Movements in the Control of Activities of Daily Living , 1998, Perception.

[67]  Christof Koch,et al.  A Model of Saliency-Based Visual Attention for Rapid Scene Analysis , 2009 .

[68]  G. Legge,et al.  Mr. Chips: An ideal-observer model of reading , 1997 .

[69]  Corinna Cortes,et al.  Support-Vector Networks , 1995, Machine Learning.

[70]  David N. Lee,et al.  Where we look when we steer , 1994, Nature.

[71]  Christopher M. Brown,et al.  Control of selective perception using bayes nets and decision theory , 1994, International Journal of Computer Vision.

[72]  Allen Allport,et al.  Visual attention , 1989 .

[73]  A. Treisman,et al.  A feature-integration theory of attention , 1980, Cognitive Psychology.

[74]  K. Rayner.  Eye Guidance in Reading: Fixation Locations within Words , 1979, Perception.

[75]  A. L. I︠A︡rbus.  Eye Movements and Vision , 1967 .

[76]  Nancy Millette,et al.  How People Look at Pictures , 1935 .

[77]  Ali Borji,et al.  State-of-the-Art in Visual Attention Modeling , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[78]  Ali Borji,et al.  Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study , 2013, IEEE Transactions on Image Processing.

[79]  L. Itti,et al.  High-throughput classification of clinical populations from natural viewing eye movements , 2012, Journal of Neurology.

[80]  Ali Borji,et al.  Computational Modeling of Top-down Visual Attention in Interactive Environments , 2011, BMVC.

[81]  N. Hagemann,et al.  Visual information pick-up in fencing: An analysis combining eye movements, the occlusion paradigm, and cueing , 2010 .

[82]  Dana H. Ballard,et al.  Recognizing Behavior in Hand-Eye Coordination Patterns , 2009, Int. J. Humanoid Robotics.

[83]  A. Mizuno,et al.  A change of the leading player in flow Visualization technique , 2006, J. Vis..

[84]  L. Itti,et al.  Modeling the influence of task on attention , 2005, Vision Research.

[85]  Brian P. Bailey,et al.  Using Eye Gaze Patterns to Identify User Tasks , 2004 .

[86]  Mary M Hayhoe,et al.  Visual memory and motor planning in a natural task. , 2003, Journal of vision.

[87]  J. Preece,et al.  The Human-Computer Interaction Handbook , 2003 .

[88]  Derrick J. Parkhurst,et al.  Modeling the role of salience in the allocation of overt visual attention , 2002, Vision Research.

[89]  J. Jacko,et al.  The human-computer interaction handbook: fundamentals, evolving technologies and emerging applications , 2002 .

[90]  G. Legge,et al.  Mr. Chips: an ideal-observer model of reading. , 1997, Psychological review.

[91]  D. Ballard,et al.  Memory Representations in Natural Tasks , 1995, Journal of Cognitive Neuroscience.

[92]  S. Ullman,et al.  Shifts in selective visual attention: towards the underlying neural circuitry. , 1985, Human neurobiology.

[93]  L. Festinger.  EYE MOVEMENTS AND PERCEPTION , 1971 .

[94]  A. L. Yarbus,et al.  Eye Movements and Vision , 1967, Springer US.

[95]  U. Neisser.  VISUAL SEARCH. , 1964, Scientific American.

[96]  M. Tinker.  How People Look at Pictures. , 1936 .