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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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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.
3-D Shape Estimation and Image Restoration presents a coherent 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 provides a collection of algorithms that are optimal with respect to the chosen model and estimation criterion.
Topics and Features include:
Comprehensive introduction to guide readers through the different areas of the topic
Basic models of image formation
Discussion of least-squares shape from defocus
Unifying defocus and motion blur
Handling multiple moving objects
Dealing with occlusions
Appendices supply the necessary background in optimization and regularization
www.eps.hw.ac.uk/~pf21/FavaroSoattoBook/downloads contains implementations of relevant algorithms, test data and demos.
Written for readers with interests in image processing and computer vision and 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 and calculus courses. It can also be seen as a resource for practitioners looking to expand their knowledge in the subject.
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
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3-D Shape Estimation and Image Restoration
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Describes analytical processesDelineates the options open to programmersPresents original algorithmsDemonstrates a coherent analytical framework for the analysis and design of algorithms to estimate 3D shape from defocused and blurre. Codice articolo 4288686
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3-D Shape Estimation and Image Restoration
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Springer London Feb 2013, 2013
ISBN 10: 1849965595
ISBN 13: 9781849965590
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -In the areas of image processing and computer vision, there is a particular need for software that can, given an unfocused or motion-blurred image, infer the three-dimensional shape of a scene. This book describes the analytical processes that go into designing such software, delineates the options open to programmers, and presents original algorithms. Written for readers with interests in image processing and computer vision and 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 and calculus courses. 264 pp. Englisch. Codice articolo 9781849965590
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3-D Shape Estimation and Image Restoration
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Springer London, Springer London Feb 2013, 2013
ISBN 10: 1849965595
ISBN 13: 9781849965590
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Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germania
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Taschenbuch. Condizione: Neu. Neuware -Images contain information about the spatial properties of the scene they depict. When coupled with suitable assumptions, images can be used to infer thr- dimensional information. For instance, if the scene contains objects made with homogeneous material, such as marble, variations in image intensity can be - sociated with variations in shape, and hence the ¿shading¿ in the image can be exploited to infer the ¿shape¿ of the scene (shape from shading). Similarly, if the scene contains (statistically) regular structures, variations in image intensity can be used to infer shape (shape from textures). Shading, texture, cast shadows, - cluding boundaries are all ¿cues¿ that can be exploited to infer spatial properties of the scene from a single image, when the underlying assumptions are sat- ed. In addition, one can obtain spatial cues from multiple images of the same scene taken with changing conditions. For instance, changes in the image due to a moving light source are used in ¿photometric stereo,¿ changes in the image due to changes in the position of the cameras are used in ¿stereo,¿ ¿structure from motion,¿ and ¿motion blur. ¿ Finally, changes in the image due to changes in the geometry of the camera are used in ¿shape from defocus. ¿ In this book, we will concentrate on the latter two approaches, motion blur and defocus, which are referred to collectively as ¿accommodation cues.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 264 pp. Englisch. Codice articolo 9781849965590
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3-D Shape Estimation and Image Restoration: Exploiting Defocus and Motion-Blur
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3-D Shape Estimation and Image Restoration : Exploiting Defocus and Motion-Blur
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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - Images contain information about the spatial properties of the scene they depict. When coupled with suitable assumptions, images can be used to infer thr- dimensional information. For instance, if the scene contains objects made with homogeneous material, such as marble, variations in image intensity can be - sociated with variations in shape, and hence the 'shading' in the image can be exploited to infer the 'shape' of the scene (shape from shading). Similarly, if the scene contains (statistically) regular structures, variations in image intensity can be used to infer shape (shape from textures). Shading, texture, cast shadows, - cluding boundaries are all 'cues' that can be exploited to infer spatial properties of the scene from a single image, when the underlying assumptions are sat- ed. In addition, one can obtain spatial cues from multiple images of the same scene taken with changing conditions. For instance, changes in the image due to a moving light source are used in 'photometric stereo,' changes in the image due to changes in the position of the cameras are used in 'stereo,' 'structure from motion,' and 'motion blur. ' Finally, changes in the image due to changes in the geometry of the camera are used in 'shape from defocus. ' In this book, we will concentrate on the latter two approaches, motion blur and defocus, which are referred to collectively as 'accommodation cues. Codice articolo 9781849965590
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3-D Shape Estimation and Image Restoration: Exploiting Defocus and Motion-Blur
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Springer London Ltd, 2013
ISBN 10: 1849965595
ISBN 13: 9781849965590
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Paperback / softback. Condizione: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 402. Codice articolo C9781849965590
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