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.
General
| Imprint: |
Academic Press Inc
|
| Country of origin: |
United States |
| Release date: |
June 2023 |
| First published: |
2023 |
| Authors: |
Ismail Ben Ayed
|
| Dimensions: |
229 x 152mm (L x W) |
| Format: |
Hardcover
|
| Pages: |
250 |
| ISBN-13: |
978-0-12-805320-1 |
| Categories: |
Books
Promotions
|
| LSN: |
0-12-805320-8 |
| Barcode: |
9780128053201 |
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