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Mathematical optimization in computer graphics and vision

Author: Paulo Cezar Pinto Carvalho
Publisher: Amsterdam ; Boston : Elsevier / Morgan Kaufmann Publishers, ©2008.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"Mathematical optimization is deeply pervasive in the vast majority of graphical applications. To study every available methodology would be the work of a lifetime, however, there is a core set of techniques that all computer graphics professionals should understand in order to envision and expand the boundaries of what is possible in their work."
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Paulo Cezar Pinto Carvalho
ISBN: 9780127159515 0127159517
OCLC Number: 183608668
Description: xxiv, 275 pages : illustrations ; 25 cm
Contents: Ch. 1. Computer Graphics --
Ch. 2. Optimization: An Overview --
Ch. 3. Optimization and Computer Graphics --
Ch. 4. Variational Optimization --
Ch. 5. Continuous Optimization --
Ch. 6. Combinatorial Optimization --
Ch. 7. Global Optimization --
Ch. 8. Probability and Optimization.
Responsibility: Paulo Cezar Pinto Carvalho [and others].
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Abstract:

Mathematical optimization is used in nearly all computer graphics applications, from computer vision to animation. This book teaches readers the core set of techniques that various computer graphics  Read more...

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   schema:description ""Algorithms, such as Newton methods, linear programming, conjugate gradient and sequential quadratic programming, Dijkstra, and Branch-and-bound, are explained alongside strategies for devising original algorithms. Special emphasis is given to the subtle relationships between probability theory and mathematical optimization. Cutting-edge research is discussed in a section at the end of every chapter, accompanied by targeted references to further reading." "Professionals exploring computer vision, geometric modeling, visualization, animation, and image processing will all benefit from the insights of the authors, who are renowned researchers from IMPA, the Brazilian National Institute for Pure and Applied Mathematics."--Jacket."@en ;
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