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High-Order Models in Semantic Image Segmentation
Hardcover
Technology & EngineeringGeneral Computers
ISBN13: 9780128053201
Publisher: Academic Press
Published: Jun 29 2023
Pages: 250
Weight: 0.97
Height: 0.60 Width: 6.00 Depth: 9.20
Language: English
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.
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