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

• Κύριος συγγραφέας: Treiber, Marco Alexander (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : Springer London : Imprint: Springer, 2013.
• Σειρά: Advances in Computer Vision and Pattern Recognition,
• Θέματα: 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...

Πίνακας περιεχομένων:

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