High-Order Models in Semantic Image Segmentation

Ismail Ben Ayed

Anno: 2019
Rilegatura: Hardback
Pagine: 250 p.
Testo in English
Dimensioni: 229 x 152 mm
  • EAN: 9780128053201
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Descrizione
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.