Perception as Bayesian Inference by David C Knill

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Perception as Bayesian Inference by David C Knill

Regular price $76.99
Condition - New
40+ In stock
Regular price $76.99
Condition - New
40+ In stock

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Summary

This 1996 book describes an exciting paradigm for building and testing theories of human visual perception based on Bayesian probability theory. Leading researchers in computer vision and experimental vision science describe theoretical frameworks, applications to specific problems, and implications for experimental studies.

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Perception as Bayesian Inference by David C Knill

Bayesian probability theory has emerged not only as a powerful tool for building computational theories of vision, but also as a general paradigm for studying human visual perception. This 1996 book provides an introduction to and critical analysis of the Bayesian paradigm. Leading researchers in computer vision and experimental vision science describe general theoretical frameworks for modelling vision, detailed applications to specific problems and implications for experimental studies of human perception. The book provides a dialogue between different perspectives both within chapters, which draw on insights from experimental and computational work, and between chapters, through commentaries written by the contributors on each others' work. Students and researchers in cognitive and visual science will find much to interest them in this thought-provoking collection.
SKU NIN9780521064996
ISBN 13 9780521064996
ISBN 10 0521064996
Title Perception as Bayesian Inference
Author David C Knill
Condition New
Binding Type Paperback
Publisher Cambridge University Press
Year published 2008-06-12
Number of pages 532
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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