Mathematical Optimization in Computer Graphics and Vision

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 every computer graphics professional should understand in order to envision and expand the boundaries of what is possible in their work.

Study of this authoritative reference will help readers develop a very powerful tool- the ability to create and decipher mathematical models that can better realize solutions to even the toughest problems confronting computer graphics community today.

The authors are renowned researchers from IMPA, the Brazilian National Institute for Pure and Applied Mathematics.

• Distils down a vast and complex world of info on optimization into one short, self-contained volume especially for computer graphics
• Helps CG professionals identify the best technique for solving particular problems quickly, by categorizing the most effective algorithms by application
• Keeps readers current by supplementing the focus on key, classic methods with special end-of-chapter sections on cutting-edge developments

Table of Contents

Chapter 1. Computer Graphics
Chapter 2. Optimization: An Overview
Chapter 3. Optimization and Computer Graphics
Chapter 4. Variational Optimization
Chapter 5. Continuous Optimization
Chapter 6. Combinatorial Optimization
Chapter 7. Global Optimization
Chapter 8. Probability and Optimization