Optimization Techniques in Computer Vision: Ill-Posed Problems and Regularization

by Andrei V Gribok, Mongi A Abidi, Joonki Paik, et al.

Book Overview

This book presents practical optimization techniques used in image processing and computer vision problems. Ill-posed problems are introduced and used as examples to show how each type of problem is related to typical image processing and computer vision problems. Unconstrained optimization gives the best solution based on numerical minimization of a single, scalar-valued objective function or cost function. Unconstrained optimization problems have...

• Format: Paperback
• Language: English
• ISBN: 3319835017
• ISBN13: 9783319835013
• Release Date: July 2018
• Publisher: Springer
• Length: 293 Pages
• Weight: 0.97 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"