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Compressive Imaging: Structure, Sampling, Learning free ebook download

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Medicine

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Author(s):	Ben Adcock

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	110842161X
Pages:	614	OCR:		Quality:		ISBN13:
Uploader:	gestalt	Upload Date:	10/27/2021 12:59:56 AM

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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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3046057	Book	https://nitro.download/view/FCCB400E69FC...		0.00	gestalt

Tags: Compressive Imaging Learning Sampling Structure

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Compressive Imaging: Structure, Sampling, Learning free ebook download

Category: Medicine

Description: Click to see full description

Category:
Medicine