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- Publications
- Influence
A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
- L. Itti, C. Koch, E. Niebur
- Computer Science, Geography
- IEEE Trans. Pattern Anal. Mach. Intell.
- 1 November 1998
TLDR
Computational modelling of visual attention
Five important trends have emerged from recent work on computational models of focal visual attention that emphasize the bottom-up, image-based control of attentional deployment. First, the… Expand
A saliency-based search mechanism for overt and covert shifts of visual attention
Most models of visual search, whether involving overt eye movements or covert shifts of attention, are based on the concept of a saliency map, that is, an explicit two-dimensional map that encodes… Expand
Bayesian surprise attracts human attention
TLDR
State-of-the-Art in Visual Attention Modeling
TLDR
Components of bottom-up gaze allocation in natural images
- R. J. Peters, A. Iyer, L. Itti, C. Koch
- Medicine, Psychology
- Vision Research
- 1 August 2005
Recent research [Parkhurst, D., Law, K., & Niebur, E., 2002. Modeling the role of salience in the allocation of overt visual attention. Vision Research 42 (1) (2002) 107-123] showed that a model of… Expand
Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study
- A. Borji, Dicky N. Sihite, L. Itti
- Computer Science, Medicine
- IEEE Transactions on Image Processing
- 2013
TLDR
Automatic foveation for video compression using a neurobiological model of visual attention
- L. Itti
- Computer Science, Medicine
- IEEE Transactions on Image Processing
- 1 October 2004
TLDR
Exploiting local and global patch rarities for saliency detection
TLDR
A principled approach to detecting surprising events in video
TLDR