High-Order Models in Semantic Image Segmentation

by Ismail Ben Ayed

High-Order Models in Semantic Image Segmentation reviews recent developments in optimization-based methods for image segmentation, presenting several geometric and mathematical models that underlie a broad class of recent segmentation techniques. Focusing on impactful algorithms in the computer vision community in the last 10 years, the book includes sections on graph-theoretic and continuous relaxation techniques, which can compute globally...

• Format: Hardcover
• Language: English
• ISBN: 0128053208
• ISBN13: 9780128053201
• Release Date: July 2023
• Publisher: Academic Press
• Length: 250 Pages