article Open AccessTop 1% cited
Bayesian surprise attracts human attention
Vision Research · 2008 · Vol. 49(10) · pp. 1295–1306
Laurent Itti✉(University of Southern California)Pierre Baldi(University of California, Irvine)
Face Recognition and PerceptionVisual Attention and Saliency DetectionVisual perception and processing mechanismsSurpriseCognitive psychologyBayesian probabilityComputer scienceGazeObserver (physics)PsychologyArtificial intelligenceCommunicationPhysics
MeSH terms
AdultAttentionBayes TheoremExploratory BehaviorEye MovementsFemaleHumansMaleModels, PsychologicalPhotic StimulationPsychomotor PerformancePsychophysicsTelevisionYoung Adult
Funding
- National Science Foundation
Citations
1,244
FWCI
22.15
field-weighted impact
References
61
Percentile
100%
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References
Modeling the role of salience in the allocation of overt visual attention
Vision Research · 2002 · 1,375 citations
Human gaze control during real-world scene perception
Trends in Cognitive Sciences · 2003 · 1,392 citations
Probability, Frequency and Reasonable Expectation
American Journal of Physics · 1946 · 1,296 citations
Visual correlates of fixation selection: effects of scale and time
Vision Research · 2004 · 685 citations
Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects
Nature Neuroscience · 1999 · 5,608 citations
Information theory and statistics
Journal of the Franklin Institute · 1959 · 7,216 citations
A model of saliency-based visual attention for rapid scene analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 11,235 citations
Neuronal Coding of Prediction Errors
Annual Review of Neuroscience · 2000 · 1,442 citations
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