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Insight into Images: Principles and Practice for Segmentation, Registration, and Image AnalysisFrom A K Peters/CRC Press
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A companion to the Insight Toolkit An introduction to the theory of modern medical image processing, including the analysis of data from - X-ray computer tomography, - magnetic resonance imaging, - nuclear medicine, - and ultrasound. Using an algorithmic approach, and providing the mathematical, statistical, or signal processing as needed for background, the authors describe the principles of all methods implemented in the Insight Toolkit (ITK), a freely available, open- source, object-oriented library. The emphasis is on providing intuitive descriptions of the principles and illustrative examples of results from the leading filtering, segmentation, and registration methods. This book covers the mathematical foundations of important techniques such as: - Statistical pattern recognition, - PDE-based nonlinear image filtering, - Markov random fields, - Level set methods, - Deformable models, - Mutual information, image-based registration - Non-rigid image data fusion With contributions from: Elsa Angelini, Brian Avants, Stephen Aylward, Ting Chen, Jeffrey Duda, Jim Gee, Luis Ibanez, Celina Imielinska, Yinpeng Jin, Jisung Kim, Bill Lorensen, Dimitris Metaxas, Lydia Ng, Punam Saha, George Stetten, Tessa Sundaram, Jay Udupa, Ross Whitaker, Terry Yoo, and Ying Zhuge. The Insight Toolkit is part of the Visible Human Project from the National Library of Medicine, with support from NIDCR, NINDS, NIMH, NEI, NSF, TATRC, NCI, and NIDCD.
- Sales Rank: #244624 in Books
- Published on: 2004-08-16
- Original language: English
- Number of items: 1
- Dimensions: 9.00" h x 6.25" w x 1.00" l, .0 pounds
- Binding: Hardcover
- 410 pages
Most helpful customer reviews
0 of 0 people found the following review helpful.
worth every penny, a very important book
By don_geronimo
An excellent companion book to that free book about the technical parts of the ITK in the kitware site because this book's focus in on what and why, whale the free manual from kitware is about how
1 of 5 people found the following review helpful.
Very good book!
By CSD
I am very pleased with the book. It is well written, provides enough information and I can use it as a textbook not only for graduate but also undergraduate courses in imaging.
3 of 12 people found the following review helpful.
a good book for image processing
By Mark Twain
if you want to learn the theory background of ITK, this is the right book
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