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Within the set of the many complex factors driving gaze placement, the properities of an image that are associated with fixations under free viewing conditions have been studied extensively.
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A model of saliency-based visual attention for rapid scene analysis
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Space-time point-process models for earthquake occurrences
Y. Ogata · 1998
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A saliency-based search mechanism for overt and covert shifts of visual attention
L. Itti and C. Koch · 2000
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Inhibition of return
R. M. Klein · 2000
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Computational modelling of visual attention
L. Itti and C. Koch · 2001
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Point-of-gaze analysis reveals visual search strategies
U. Rajashekar, L. K. Cormack, and A. C. Bovik · 2004
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Attention: bits versus wows
P. Baldi and L. Itti · 2005
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Inhibition of return is not a foraging facilitator in saccadic search and free viewing
I. T. C. Hooge, E. A. Over, R. J. van Wezel, and M. A. Frens · 2005
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Quantifying the contribution of low-level saliency to human eye movements in dynamic scenes
L. Itti · 2005
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A principled approach to detecting surprising events in video
L. Itti and P. Baldi · 2005
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Bayesian surprise attracts human attention
L. Itti and P. F. Baldi · 2005
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Visual correlates of fixation selection: effects of scale and time
B. W. Tatler, R. J. Baddeley, and I. D. Gilchrist · 2005
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Graph-based visual saliency
J. Harel, C. Koch, and P. Perona · 2006
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Contextual guidance of eye movements and attention in real-world scenes: the role of global features in object search
A. Torralba, A. Oliva, M. S. Castelhano, and J. M. Henderson · 2006
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Saliency detection: A spectral residual approach
X. Hou and L. Zhang · 2007
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A Nonparametric Approach to Bottom-Up Visual Saliency
W. Kienzle, F. A. Wichmann, B. Schölkopf, and M. O. Franz · 2007
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Predicting visual fixations on video based on low-level visual features
O. Le Meur, P. Le Callet, and D. Barba · 2007
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Systematic tendencies in scene viewing
B. W. Tatler and B. T. Vincent · 2008
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SUN: A Bayesian framework for saliency using natural statistics
L. Zhang, M. H. Tong, T. K. Marks, H. Shan, and G. W. Cottrell · 2008
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Saliency, attention, and visual search: An information theoretic approach
N. Bruce and J. Tsotsos · 2009
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The contribution of low-level features at the centre of gaze to saccade target selection
M. Dorr, K. R. Gegenfurtner, and E. Barth · 2009
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Modeling Search for People in 900 Scenes: A combined source model of eye guidance
K. A. Ehinger, B. Hidalgo-Sotelo, A. Torralba, and A. Oliva · 2009
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Learning to predict where humans look
Salient object detection: A benchmark
A. Borji, D. Sihite, and L. Itti · 2012
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Context-Aware Saliency Detection
S. Goferman, L. Zelnik-Manor, and A. Tal · 2012
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A benchmark of computational models of saliency to predict human fixations
T. Judd, F. Durand, and A. Torralba · 2012
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Modeling fixation locations using spatial point processes
S. Barthelmé, H. Trukenbrod, R. Engbert, and F. Wichmann · 2013
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State-of-the-art in visual attention modeling
A. Borji and L. Itti · 2013
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Quantitative analysis of human-model agreement in visual saliency modeling: a comparative study
A. Borji, D. N. Sihite, and L. Itti · 2013
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T. Judd, K. Ehinger, F. Durand, and A. Torralba · 2009
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Center-surround patterns emerge as optimal predictors for human saccade targets
W. Kienzle, M. O. Franz, B. Scholkopf, and F. A. Wichmann · 2009
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Facilitation of return during scene viewing
T. J. Smith and J. M. Henderson · 2009
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The prominence of behavioural biases in eye guidance
B. W. Tatler and B. T. Vincent · 2009
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Of bits and wows: a bayesian theory of surprise with applications to attention
P. Baldi and L. Itti · 2010
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Variability of eye movements when viewing dynamic natural scenes
M. Dorr, T. Martinetz, K. R. Gegenfurtner, and E. Barth · 2010
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Getting real—sensory processing of natural stimuli
W. Einhäuser and P. König · 2010
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Analysis of Scores, Datasets, and Models in Visual Saliency Prediction
A. Borji, H. R. Tavakoli, D. N. Sihite, and L. Itti · 2013
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Visual saliency estimation by nonlinearly integrating features using region covariances
E. Erdem and A. Erdem · 2013
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Methods for comparing scanpaths and saliency maps: strengths and weaknesses
O. Le Meur and T. Baccino · 2013
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Saliency and Human Fixations: State-of-the-Art and Study of Comparison Metrics
N. Riche, M. Duvinage, M. Mancas, B. Gosselin, and T. Dutoit · 2013
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RARE2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis
N. Riche, M. Mancas, M. Duvinage, M. Mibulumukini, B. Gosselin, and T. Dutoit · 2013
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Saliency detection: a boolean map approach
J. Zhang and S. Sclaroff · 2013
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Deriving an appropriate baseline for describing fixation behaviour
A. D. Clarke and B. W. Tatler · 2014
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Spatial statistics and attentional dynamics in scene viewing
R. Engbert, H. A. Trukenbrod, S. Barthelmé, and F. A. Wichmann · 2014
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SciPy: Open source scientific tools for Python
E. Jones, T. Oliphant, P. Peterson, and others · 2014
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Large-Scale Optimization of Hierarchical Features for Saliency Prediction in Natural Images
E. Vig, M. Dorr, and D. Cox · 2014
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Exploit surroundedness for saliency detection: a boolean map approach
J. Zhang and S. Sclaroff · 2014
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