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Compression, restoration and recognition are three of the key components of digital imaging. The mathematics needed to understand and carry out all these components are explained here in a style that is at once rigorous and practical with many worked examples, exercises with solutions, pseudocode, and sample calculations on images. The introduction lists fast tracks to special topics such as Principal Component Analysis, and ways into and through the book, which abounds with illustrations. The first part describes plane geometry and pattern-generating symmetries, along with some on 3D rotation and reflection matrices. Subsequent chapters cover vectors, matrices and probability. These are applied to simulation, Bayesian methods, Shannon's information theory, compression, filtering and tomography. The book will be suited for advanced courses or for self-study. It will appeal to all those working in biomedical imaging and diagnosis, computer graphics, machine vision, remote sensing, image processing and information theory and its applications.
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Previews available in: English
Showing 6 featured editions. View all 6 editions?
Edition | Availability |
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1
Mathematics of Digital Images: Creation, Compression, Restoration, Recognition
2012, Cambridge University Press
in English
0511810784 9780511810787
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2
Mathematics of Digital Images
2007, Cambridge University Press
eBook
in English
0511345577 9780511345579
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3
Mathematics of Digital Images: Creation, Compression, Restoration, Recognition
September 18, 2006, Cambridge University Press
Hardcover
in English
0521780292 9780521780292
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4
Mathematics of Digital Images: Creation, Compression, Restoration, Recognition
2006, Cambridge University Press
in English
0511349416 9780511349416
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5
Mathematics of Digital Images: Creation, Compression, Restoration, Recognition
2006, Cambridge University Press
in English
0511348460 9780511348464
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6
Mathematics of Digital Images: Creation, Compression, Restoration, Recognition
2006, Cambridge University Press
in English
0511347499 9780511347498
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- Created April 29, 2008
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