Optimization for Computer Vision An Introduction to Core Concepts and Methods /

• Main Author: Treiber, Marco Alexander (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London : Imprint: Springer, 2013.
• Series: Advances in Computer Vision and Pattern Recognition,
• Subjects: Computer science.; Image processing.; Mathematical optimization.; Computer Science.; Image Processing and Computer Vision.; Optimization.

Optimization plays an invaluable role in the exciting and rapidly developing field of computer vision, yet this importance is often overlooked in the literature. This practical and authoritative text/reference presents a broad introduction to the optimization methods used specifically in computer vi...

Table of Contents:

• Introduction
• Continuous Optimization
• Linear Programming and the Simplex Method
• Variational Methods
• Correspondence Problems
• Graph Cuts
• Dynamic Programming.