Computational Vision in Neural and Machine Systems

Laurence Harris (Editor), Michael Jenkin (Editor)

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Author
Laurence Harris (Editor), Michael Jenkin (Editor)
Publish Date
2007-02-01
Book Type
Non-Book Item
Number of Pages
317
Publisher Name
Cambridge University Press
ISBN-10
0521862604
ISBN-13
9780521862608
citemno
099086
Edition
1
SKU
9780521862608

Description

Computational vision deals with the underlying mathematical and computational models for how visual information is processed. Whether the processing is biological or machine, there are fundamental questions related to how the information is processed. How should information be represented? How should information be transduced in order to highlight features of interest while suppressing noise and other artefacts of the image capture process? Computational Vision in Neural and Machine Systems address these and other questions in 13 chapters, divided into three sections, which overlap between biological and computational systems: dynamical systems; attention, motion, and eye-movements; and stereovision. The editors have brought together the best and brightest minds in the field of computational vision, combining research from both biology and computing and enhancing the developing synergy between computational and biological visual modelling communities. Aimed at researchers and graduate students in computational or biological vision, neuroscience, and psychology.