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Compressive Imaging: Structure, Sampling, Learning
Engelsk
Bogcover for Compressive Imaging: Structure, Sampling, Learning af Ben Adcock, Anders C. Hansen, 9781108421614
Specifikationer
Sprog:
Engelsk
Sider:
614
ISBN-13:
9781108421614
Indbinding:
Hardback
ISBN-10:
110842161X
Udg. Dato:
16 sep 2021
Størrelse i cm:
25,0 x 17,8 x 3,5
Oplagsdato:
16 sep 2021
Forfatter(e):
Hardback 2021
Format:

Bog beskrivelse
Accurate, robust and fast image reconstruction is a critical task in many scientific, industrial and medical applications. Over the last decade, image reconstruction has been revolutionized by the rise of compressive imaging. It has fundamentally changed the way modern image reconstruction is performed. This in-depth treatment of the subject commences with a practical introduction to compressive imaging, supplemented with examples and downloadable code, intended for readers without extensive background in the subject. Next, it introduces core topics in compressive imaging – including compressed sensing, wavelets and optimization – in a concise yet rigorous way, before providing a detailed treatment of the mathematics of compressive imaging. The final part is devoted to recent trends in compressive imaging: deep learning and neural networks. With an eye to the next decade of imaging research, and using both empirical and mathematical insights, it examines the potential benefits and the pitfalls of these latest approaches.
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Specifikationer
Sprog:
Engelsk
Sider:
614
ISBN-13:
9781108421614
Indbinding:
Hardback
ISBN-10:
110842161X
Udg. Dato:
16 sep 2021
Størrelse i cm:
25,0 x 17,8 x 3,5
Oplagsdato:
16 sep 2021
Forfatter(e):
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