Fundamentals of Computerized Tomography (2)
Image Reconstruction from Projections
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Description:
This revised and updated text presents the computational and mathematical procedures underlying data collection, image reconstruction, and image display in computerized tomography. New topics: the fast calculation of a ray sum for a digitized picture, the task-oriented comparison of reconstruction algorithm performance, blob basis functions and the linogram method for image reconstruction. Features: Describes how projection data are obtained and the resulting reconstructions are used; Presents a comparative evaluation of reconstruction methods; Investigates reconstruction algorithms; Explores basis functions, functions to be optimized, norms, generalized inverses, least squares solutions, maximum entropy solutions, and most likely estimates; Discusses SNARK09, a large programming system for image reconstruction; Concludes each chapter with helpful Notes and References sections. An excellent guide for practitioners, it can also serve as a textbook for an introductory graduate course.
Details:
- Publisher: Springer Verlag
- Series: Advances in Pattern Recognition
- Editions: Subsequent
- Textual Format: Textbooks, Lower level
- Academic Level: Scholarly/Graduate
- Depth (m): 0.019
- Dewey: 616
- Edition: 2
- Height (m): 0.241
- Pages: 297
- Place Of Publication: Great Britain/British Isles
- Published Date: Wed 30 Sep 2009
- Weight (g): 662
- Width (m): 0.159
Availability
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