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Mathematical Modeling and Essential Regularization for Imaging Applications: From Variational Models to Deep Learning Algorithms - Elements in Non-local Data Interactions: Foundations and Applications Chen, Ke (University of Strathclyde)
Mathematical Modeling and Essential Regularization for Imaging Applications: From Variational Models to Deep Learning Algorithms - Elements in Non-local Data Interactions: Foundations and Applications
Chen, Ke (University of Strathclyde)
This Element aims to survey, review and discuss image processing methods, emphasizing foundations, algorithms (and codes) and open challenges of high order and nonlocal regularizers for imaging tasks in commonly practised application scenarios.
| Media | Books Paperback Book (Book with soft cover and glued back) |
| To be released | October 31, 2026 |
| ISBN13 | 9781009342742 |
| Publishers | Cambridge University Press |
| Pages | 75 |
| Dimensions | 150 × 220 × 10 mm · 171 g (Weight (estimated)) |
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