Nonlinear Eigenproblems in Image Processing and Computer Vision

by Guy Gilboa

Book Overview

This unique text/reference presents a fresh look at nonlinear processing through nonlinear eigenvalue analysis, highlighting how one-homogeneous convex functionals can induce nonlinear operators that can be analyzed within an eigenvalue framework. The text opens with an introduction to the mathematical background, together with a summary of classical variational algorithms for vision. This is followed by a focus on the foundations and applications...

• Format: Paperback
• Language: English
• ISBN: 3030093395
• ISBN13: 9783030093396
• Release Date: January 2019
• Publisher: Springer
• Length: 172 Pages
• Weight: 0.61 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"