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Updated: Oct 1, 2026

Creating Objects and Object Categories for Studying Perception and Perceptual Learning
Published on: November 2, 2012
Parallel processing in high-level categorization of natural images
Guillaume A Rousselet1, Michèle Fabre-Thorpe, Simon J Thorpe
1Centre de Recherche Cerveau and Cognition, UMR 5549, CNRS-UPS, Faculté de Médecine de Rangueil, 133 route de Narbonne, 31062 Toulouse, France. guillau@cerco.ups-tlse.fr
Abstract:
Models of visual processing often include an initial parallel stage that is restricted to relatively low-level features, whereas activation of higher-level object descriptions is generally assumed to require attention. Here we report that even high-level object representations can be accessed in parallel: in a rapid animal versus non-animal categorization task, both behavioral and electrophysiological data show that human subjects were as fast at responding to two simultaneously presented natural images as they were to a single one. The implication is that even complex natural images can be processed in parallel without the need for sequential focal attention.
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