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3-d shape estimation and image restoration: exploiting defocus and motion-blur
Paolo Favaro
(Author)
·
Stefano Soatto
(Author)
·
Springer
· Paperback
3-d shape estimation and image restoration: exploiting defocus and motion-blur - Favaro, Paolo ; Soatto, Stefano
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Synopsis "3-d shape estimation and image restoration: exploiting defocus and motion-blur"
Images contain information about the spatial properties of the scene they depict. When coupled with suitable assumptions, images can be used to infer three-dimensional information. This useful volume concentrates on motion blur and defocus, which can be exploited to infer the 3-D structure of a scene -- as well as its radiance properties -- and which in turn can be used to generate novel images with better quality. The book presents a coherent analytical framework for the analysis and design of algorithms to estimate 3-D shape from defocused and motion blurred images, and to eliminate defocus and motion blur to yield restored images. It further provides a collection of algorithms that are optimal with respect to the chosen model and estimation criterion.
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The book is written in English.
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