3-D Shape Estimation and Image Restoration: Exploiting Defocus and Motion-Blur

ISBN: 1846281768

Category: Technical


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Description


3-D Shape Estimation and Image Restoration: Exploiting Defocus and Motion-Blur

By Paolo Favaro, Stefano Soatto,

  • Publisher:   Springer
  • Number Of Pages:   168
  • Publication Date:   2006-12-18
  • Sales Rank:   688459
  • ISBN / ASIN:   1846281768
  • EAN:   9781846281761
  • Binding:   Hardcover
  • Manufacturer:   Springer
  • Studio:   Springer
  • Average Rating:  
  • Total Reviews:  



Book Description:

This book presents a coherent framework for the analysis & design of algorithms to estimate 3-D shape from defocused & motion blurred images, & to eliminate defocus & motion blur to yield "restored" images. It provides read.freeduan.com a collection of algorithms that are optimal with respect to the chosen model & estimation criterion.

Topics & Features:

• Comprehensive introduction

• Basic models of image formation

• Discussion of least-squares shape from defocus

• Unifying defocus & motion blur

• Handling multiple moving objects

• Dealing with occlusions

• Appendices supply the necessary background in optimization & regularization

www.eps.hw.ac.uk/~pf21/FavaroSoattoBook/downloads contains implementations of relevant algorithms, test data & demos.

Written for readers with interests in image processing & computer vision & with backgrounds in engineering, science or mathematics, this highly practical text/reference is accessible to advanced students or those with a degree that includes basic linear algebra & calculus courses.

http://rapidshare.com/files/30335129/3-D.rar


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