High-Order Models in Semantic Image Segmentation Contributor(s): Ben Ayed, Ismail (Author) |
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ISBN: 0128053208 ISBN-13: 9780128053201 Publisher: Academic Press OUR PRICE: $104.50 Product Type: Hardcover Published: June 2023 |
Additional Information |
BISAC Categories: - Technology & Engineering | Engineering (general) - Computers | Image Processing |
Physical Information: 250 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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. |