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Updated: Sep 14, 2026

Creating Objects and Object Categories for Studying Perception and Perceptual Learning
Published on: November 2, 2012
Learning to recognize objects
1Department of Computing Science, University of Alberta, Edmonton, Canada. wfb@ualberta.ca
Abstract:
Several aspects of systems for learning pattern or object recognition rules are discussed. First, how are recognition rules developed and to what extent is structural pattern information embedded into these recognition rules. Second, how are these rules applied to the recognition of complex patterns such as objects embedded in scenes and how is evidence from different rules combined into a single evidence vector. Third, how can learned rules be improved through performance evaluation and feedback to rule generation stages.
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