High-Order Models in Semantic Image Segmentation

Ismail Ben Ayed
Elsevier
250 pages
ISBN: 9780128053201
June 2023

This work 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 optimal solutions for many problems.