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January 1, 1998IEEE Transactions on Pattern Analysis and Machine Intelligence11,381 citations

A model of saliency-based visual attention for rapid scene analysis

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LILaurent IttiCKChristof KochENErnst Niebur

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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.

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Itti et al. (1998) studied this question.

synapsesocial.com/papers/69d847b35c3030ff03d19a8dhttps://doi.org/10.1109/34.730558
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