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" Computer vision : "
Richard Szeliski.
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BL
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| Record Number
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809758
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| Doc. No
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b623774
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| Main Entry
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Szeliski, Richard,1958-
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| Title & Author
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Computer vision : : algorithms and applications /\ Richard Szeliski.
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| Publication Statement
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London ;New York :: Springer,, ©2011.
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| Series Statement
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Texts in computer science,
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| Page. NO
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1 online resource (xx, 812 pages) :: illustrations (some color)
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| ISBN
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9781848829343
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: 1848829345
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: 9781848829350
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: 1848829353
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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Introduction -- Image Formation -- Image Processing -- Feature Detection and Matching -- Segmentation -- Feature-based Alignment -- Structure from Motion -- Dense Motion Estimation -- Image Stitching -- Computational Photography -- Stereo Correspondence -- 3D Reconstruction -- Image-based Rendering -- Recognition.
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| Abstract
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Humans perceive the three-dimensional structure of the world with apparent ease. However, despite all of the recent advances in computer vision research, the dream of having a computer interpret an image at the same level as a two-year old remains elusive. Why is computer vision such a challenging problem and what is the current state of the art?Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos. More than just a source of "recipes," this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using statistical models and solved using rigorous engineering techniques.
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| Subject
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Computer vision.
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Informatique.
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| Subject
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Computer vision.
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| Subject
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Maschinelles Sehen
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| Subject
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Bildverarbeitung
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| Dewey Classification
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006.3/7
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| LC Classification
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TA1634.S94 2011
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| NLM classification
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54.74bcl
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