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Abstract: A visual attention system, inspired by the behavior and the neuronal architecture of the early primate visual system, is presented. Multiscale image features are combined into a single topographical saliency map. A dynamical neural network then selects attended locations in order of decreasing saliency. The system breaks down the complex problem of scene understanding by rapidly selecting, in a computationally efficient manner, conspicuous locations to be analyzed in detail. Index terms: Visual ... (Update)
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BibTeX entry: (Update)
L. Itti, C. Koch, and E. Niebur, "A model of saliency-based visual attention for rapid scene analysis," IEEE Trans Patt Anal Mach Intell) 20(11), pp. 1254--9, 1998. http://citeseer.ist.psu.edu/itti98model.html More
@article{ itti98model,
author = "Laurent Itti and Christof Koch and Ernst Niebur",
title = "A Model of Saliency-Based Visual Attention for Rapid Scene Analysis",
journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
volume = "20",
number = "11",
pages = "1254-1259",
year = "1998",
url = "citeseer.ist.psu.edu/itti98model.html" }
Citations (may not include all citations):125 A feature-integration theory of attention (context) - Treisman, Gelade - 1980
122 Shifts in selective visual attention: towards the underlying.. (context) - Koch, Ullman - 1985
55 A neurobiological model of visual attention and invariant pa.. (context) - Olshausen, CH et al. - 1993
31 A closed curve is much more than an incomplete one: effect o.. (context) - Kovacs, Julesz - 1993
29 Overcomplete steerable pyramid filters and rotation invarian.. - Greenspan, Belongie et al. - 1994
25 Biophysics of Computation: Information Processing in Single .. (context) - Koch
23 Computational architectures for attention (context) - Niebur, Koch - 1998
17 Guided search 2.0: a revised model of visual search (context) - Wolfe - 1994
16 Attentive Mechanisms for Dynamic and Static Scene Analysis (context) - Milanese, Gil et al. - 1995
16 Components of visual orienting (context) - Posner, Cohen - 1984
13 Expectation-based Selective Attention for Visual Monitoring .. - Baluja, Pomerleau - 1997
12 Modelling visual attention via selective tuning (context) - Tsotsos, Culhane et al. - 1995
10 The pulvinar and visual salience (context) - Robinson, Peterson - 1992
9 The representation of visual salience in monkey parietal cor.. (context) - Gottlieb, Kusunoki et al. - 1998
6 A Model for Inhibitory Lateral Interaction Effects in Percei.. (context) - Cannon, Fullenkamp - 1996
4 Colour tuning in human visual cortex measured with functiona.. (context) - Engel, Zhang et al. - 1997
1 The Effect of Gaze on Natural Scene Statistics (context) - Reinagel, Zador - 1997
1 Vision and Visual Dysfunction Vol (context) - Leventhal, Basis et al. - 1991
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