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.
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