This practical and authoritative text/reference presents a broad introduction to the optimization methods used specifically in computer vision. In order to faci

This book presents practical optimization techniques used in image processing and computer vision problems. Ill-posed problems are introduced and used as exampl

An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay betw

This book on optimization includes forewords by Michael I. Jordan, Zongben Xu and Zhi-Quan Luo. Machine learning relies heavily on optimization to solve problem

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