Get 40% off select Statistics books or choose from thousands of Archive eBooks at 9.99 each!

The Springer International Series in Engineering and Computer Science

Iterative Identification and Restoration of Images

Authors: Lagendijk, Reginald L., Biemond, Jan

Free Preview

Buy this book

eBook 91,62 €
price for Spain (gross)
  • ISBN 978-1-4615-3980-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 166,39 €
price for Spain (gross)
  • ISBN 978-0-7923-9097-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 114,39 €
price for Spain (gross)
  • ISBN 978-1-4613-6778-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

One of the most intriguing questions in image processing is the problem of recovering the desired or perfect image from a degraded version. In many instances one has the feeling that the degradations in the image are such that relevant information is close to being recognizable, if only the image could be sharpened just a little. This monograph discusses the two essential steps by which this can be achieved, namely the topics of image identification and restoration. More specifically the goal of image identifi­ cation is to estimate the properties of the imperfect imaging system (blur) from the observed degraded image, together with some (statistical) char­ acteristics of the noise and the original (uncorrupted) image. On the basis of these properties the image restoration process computes an estimate of the original image. Although there are many textbooks addressing the image identification and restoration problem in a general image processing setting, there are hardly any texts which give an indepth treatment of the state-of-the-art in this field. This monograph discusses iterative procedures for identifying and restoring images which have been degraded by a linear spatially invari­ ant blur and additive white observation noise. As opposed to non-iterative methods, iterative schemes are able to solve the image restoration problem when formulated as a constrained and spatially variant optimization prob­ In this way restoration results can be obtained which outperform the lem. results of conventional restoration filters.

Reviews

` It offers well-written and well-organized tutorial material in its area of spezialisation in addition to important recent research results. It is valuable as a reference book as well as a supplementary textbook for an advanced course in image restoration. '
Journal of Electronic Imaging

Table of contents (8 chapters)

Table of contents (8 chapters)

Buy this book

eBook 91,62 €
price for Spain (gross)
  • ISBN 978-1-4615-3980-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 166,39 €
price for Spain (gross)
  • ISBN 978-0-7923-9097-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 114,39 €
price for Spain (gross)
  • ISBN 978-1-4613-6778-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Iterative Identification and Restoration of Images
Authors
Series Title
The Springer International Series in Engineering and Computer Science
Series Volume
118
Copyright
1991
Publisher
Springer US
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4615-3980-3
DOI
10.1007/978-1-4615-3980-3
Hardcover ISBN
978-0-7923-9097-8
Softcover ISBN
978-1-4613-6778-9
Series ISSN
0893-3405
Edition Number
1
Number of Pages
XV, 208
Topics