Author | : Ismail Ben Ayed |
File Size | : 50,5 Mb |
Publisher | : Academic Press |
Language | : English |
Release Date | : 01 June 2023 |
ISBN | : 0128053208 |
Pages | : 0 pages |
High Order Models in Semantic Image Segmentation by Ismail Ben Ayed Book PDF Summary
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 optimal solutions for many problems. The book provides a practical and accessible introduction to these state-of -the-art segmentation techniques that is ideal for academics, industry researchers, and graduate students in computer vision, machine learning and medical imaging.