Volume 5, Number 7, Article 2, Pages 622-631 doi:10.1167/5.7.2 http://journalofvision.org/5/7/2/ ISSN 1534-7362
Perceptual consequences of feature-based attention
Jianwei Lu
Computer Science Department and Neuroscience Program, University of Southern California, Los Angeles, CA, USA
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Laurent Itti
Computer Science Department and Neuroscience Program, University of Southern California, Los Angeles, CA, USA
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Abstract

Attention modulates visual processing along at least two dimensions: a spatial dimension, which enhances the representation of stimuli within the focus of attention, and a feature dimension, which is thought to enhance attended visual features (e.g., upward motion) throughout the visual field. We investigate the consequences of feature-based attention onto visual perception, using dual-task human psychophysics and two distant drifting Gabor stimuli to systematically explore 64 combinations of visual features (orientations and drift speeds) and tasks (discriminating orientation or drift speed). The resulting single, consistent data set suggests a functional model, which predicts a maximum rule by which only the dominant product of feature enhancement and feature benefit by feature relevance may benefit perception.

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History
Received July 20, 2004; published August 4, 2005
Citation
Lu, J., & Itti, L. (2005). Perceptual consequences of feature-based attention. Journal of Vision, 5(7):2, 622-631, http://journalofvision.org/5/7/2/, doi:10.1167/5.7.2.
Keywords
attention, dual task, top-down, feature-based attention, human psychophysics
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