Learning to Recognize Objects

Wallis, GM; Bülthoff, HH

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Learning to Recognize Objects

Wallis, G., & Bülthoff, H.(2000). Learning to Recognize Objects (84). Tübingen, Germany: Max Planck Institute for Biological Cybernetics.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-E44F-4 Version Permalink: https://hdl.handle.net/21.11116/0000-0002-8DE0-2

Genre: Report

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MPIK-TR-84.pdf (Publisher version), 761KB

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Wallis, GM, Author
Bülthoff, HH^{1, 2}, Author

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1Department Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497797
2Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497794

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Abstract: In this report we review a large body of literature describing how experience affects recognition. Both neurophysiology and psychophysics provide clear evidence for the development of recognition over time. In particular, we show how perceptual learning in recognition
tasks can be directly linked to learning in feature tuned
inferotemporal lobe neurons in the primate brain. The environment as we experience it, is so structured that potentially very different images appearing in close temporal succession are likely to be views of the same object. We argue that this temporal structure forms the
basis of a tendency (a prior in the sense of Bayesian Statistics) of the human visual system to associate images of objects together over short periods of time.

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Dates: Published in Print: 2000-10

Publication Status: Published in print

Pages: 20

Publishing info: Tübingen, Germany : Max Planck Institute for Biological Cybernetics

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Identifiers: Report Nr.: 84
BibTex Citekey: 1548

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Title: Technical Report of the Max Planck Institute for Biological Cybernetics

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Pages: - Volume / Issue: 84 Sequence Number: - Start / End Page: - Identifier: -