eBook - ePub

High-Order Models in Semantic Image Segmentation

Name: High-Order Models in Semantic Image Segmentation
ISBN: 9780128092293

Ismail Ben Ayed,

250 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

High-Order Models in Semantic Image Segmentation

Ismail Ben Ayed,

About this book

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. - Gives an intuitive and conceptual understanding of this mathematically involved subject by using a large number of graphical illustrations - Provides the right amount of knowledge to apply sophisticated techniques for a wide range of new applications - Contains numerous tables that compare different algorithms, facilitating the appropriate choice of algorithm for the intended application - Presents an array of practical applications in computer vision and medical imaging - Includes code for many of the algorithms that is available on the book's companion website

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Yes, you can access High-Order Models in Semantic Image Segmentation by Ismail Ben Ayed in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Digital Media. We have over one million books available in our catalogue for you to explore.