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Bad Design and Good Performance: Strategies of the Visual System for Enhanced Scene Analysis

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Artificial Neural Networks — ICANN 2001 (ICANN 2001)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2130))

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Abstract

The visual system of vertebrates is a highly efficient, dynamic scene-analysis machine even though many aspects of its own design are at a first glance rather inconvenient from the viewpoint of an neural network- or computer vision engineer. For several of these apparently imperfect design principles, it seems, however, that the system is able to turn things around and instead make a virtue out of them.

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© 2001 Springer-Verlag Berlin Heidelberg

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Wörgötter, F. (2001). Bad Design and Good Performance: Strategies of the Visual System for Enhanced Scene Analysis. In: Dorffner, G., Bischof, H., Hornik, K. (eds) Artificial Neural Networks — ICANN 2001. ICANN 2001. Lecture Notes in Computer Science, vol 2130. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44668-0_3

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  • DOI: https://doi.org/10.1007/3-540-44668-0_3

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-42486-4

  • Online ISBN: 978-3-540-44668-2

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