Laurent Itti
Laurent Itti
Professor of Computer Science, University of Southern California
Verified email at usc.edu - Homepage
TitleCited byYear
A model of saliency-based visual attention for rapid scene analysis
L Itti, C Koch, E Niebur
IEEE Transactions on Pattern Analysis & Machine Intelligence, 1254-1259, 1998
109551998
Computational modelling of visual attention
L Itti, C Koch
Nature reviews neuroscience 2 (3), 194, 2001
46902001
A saliency-based search mechanism for overt and covert shifts of visual attention
L Itti, C Koch
Vision research 40 (10-12), 1489-1506, 2000
33002000
State-of-the-art in visual attention modeling
A Borji, L Itti
IEEE transactions on pattern analysis and machine intelligence 35 (1), 185-207, 2012
15742012
Salient object detection: A benchmark
A Borji, MM Cheng, H Jiang, J Li
IEEE transactions on image processing 24 (12), 5706-5722, 2015
11442015
Modeling the influence of task on attention
V Navalpakkam, L Itti
Vision research 45 (2), 205-231, 2005
8012005
Automatic foveation for video compression using a neurobiological model of visual attention
L Itti
IEEE Transactions on Image Processing 13 (10), 1304-1318, 2004
7852004
Bayesian surprise attracts human attention
L Itti, P Baldi
Vision research 49 (10), 1295-1306, 2009
7652009
Rapid biologically-inspired scene classification using features shared with visual attention
C Siagian, L Itti
IEEE transactions on pattern analysis and machine intelligence 29 (2), 300-312, 2007
6512007
Bayesian surprise attracts human attention
L Itti, PF Baldi
Advances in neural information processing systems, 547-554, 2006
6492006
Components of bottom-up gaze allocation in natural images
RJ Peters, A Iyer, L Itti, C Koch
Vision research 45 (18), 2397-2416, 2005
6262005
Quantitative analysis of human-model agreement in visual saliency modeling: A comparative study
A Borji, DN Sihite, L Itti
IEEE Transactions on Image Processing 22 (1), 55-69, 2012
5332012
Feature combination strategies for saliency-based visual attention systems
L Itti, C Koch
Journal of Electronic imaging 10 (1), 161-169, 2001
5252001
An integrated model of top-down and bottom-up attention for optimizing detection speed
V Navalpakkam, L Itti
2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006
4822006
Attention activates winner-take-all competition among visual filters
DK Lee, L Itti, C Koch, J Braun
Nature neuroscience 2 (4), 375, 1999
4791999
A principled approach to detecting surprising events in video
L Itti, P Baldi
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
4782005
Mechanisms of top-down attention
F Baluch, L Itti
Trends in neurosciences 34 (4), 210-224, 2011
3802011
Models of bottom-up and top-down visual attention
L Itti
California Institute of Technology, 2000
3722000
Quantifying the contribution of low-level saliency to human eye movements in dynamic scenes
L Itti
Visual Cognition 12 (6), 1093-1123, 2005
3502005
Exploiting local and global patch rarities for saliency detection
A Borji, L Itti
2012 IEEE conference on computer vision and pattern recognition, 478-485, 2012
3302012
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