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Laurent Itti
Laurent Itti
Professor of Computer Science, University of Southern California
Bestätigte E-Mail-Adresse bei usc.edu - Startseite
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Zitiert von
Zitiert von
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A model of saliency-based visual attention for rapid scene analysis
L Itti, C Koch, E Niebur
IEEE Transactions on pattern analysis and machine intelligence 20 (11), 1254 …, 1998
132241998
Computational modelling of visual attention
L Itti, C Koch
Nature reviews neuroscience 2 (3), 194-203, 2001
56282001
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
39052000
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
20362012
Salient object detection: A benchmark
A Borji, MM Cheng, H Jiang, J Li
IEEE transactions on image processing 24 (12), 5706-5722, 2015
17312015
Bayesian surprise attracts human attention
L Itti, P Baldi
Vision research 49 (10), 1295-1306, 2009
10752009
Automatic foveation for video compression using a neurobiological model of visual attention
L Itti
IEEE transactions on image processing 13 (10), 1304-1318, 2004
9422004
Modeling the influence of task on attention
V Navalpakkam, L Itti
Vision research 45 (2), 205-231, 2005
8742005
Components of bottom-up gaze allocation in natural images
RJ Peters, A Iyer, L Itti, C Koch
Vision research 45 (18), 2397-2416, 2005
7762005
Bayesian surprise attracts human attention
L Itti, P Baldi
Advances in neural information processing systems 18, 2005
7482005
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
7302007
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
6952012
Born again neural networks
T Furlanello, Z Lipton, M Tschannen, L Itti, A Anandkumar
International Conference on Machine Learning, 1607-1616, 2018
6372018
Feature combination strategies for saliency-based visual attention systems
L Itti, C Koch
Journal of Electronic imaging 10 (1), 161-169, 2001
5972001
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
5532006
Attention activates winner-take-all competition among visual filters
DK Lee, L Itti, C Koch, J Braun
Nature neuroscience 2 (4), 375-381, 1999
5411999
A principled approach to detecting surprising events in video
L Itti, P Baldi
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
5172005
Mechanisms of top-down attention
F Baluch, L Itti
Trends in neurosciences 34 (4), 210-224, 2011
5062011
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
4222012
Quantifying the contribution of low-level saliency to human eye movements in dynamic scenes
L Itti
Visual Cognition 12 (6), 1093-1123, 2005
4062005
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