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Optical Compressive Imaging

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Release : 2016-11-17
Genre : Mathematics
Kind : eBook
Book Rating : 276/5 ( reviews)

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Book Synopsis Optical Compressive Imaging by : Adrian Stern

Download or read book Optical Compressive Imaging written by Adrian Stern. This book was released on 2016-11-17. Available in PDF, EPUB and Kindle. Book excerpt: This dedicated overview of optical compressive imaging addresses implementation aspects of the revolutionary theory of compressive sensing (CS) in the field of optical imaging and sensing. It overviews the technological opportunities and challenges involved in optical design and implementation, from basic theory to optical architectures and systems for compressive imaging in various spectral regimes, spectral and hyperspectral imaging, polarimetric sensing, three-dimensional imaging, super-resolution imaging, lens-free, on-chip microscopy, and phase sensing and retrieval. The reader will gain a complete introduction to theory, experiment, and practical use for reducing hardware, shortening image scanning time, and improving image resolution as well as other performance parameters. Optics practitioners and optical system designers, electrical and optical engineers, mathematicians, and signal processing professionals will all find the book a unique trove of information and practical guidance. Delivers the first book on compressed sensing dealing with system development for a wide variety of optical imaging and sensing applications. Covers the fundamentals of CS theory, including noise and algorithms, as well as basic design approaches for data acquisition in optics. Addresses the challenges of implementing compressed sensing theory in the context of different optical imaging designs, from 3D imaging to tomography and microscopy. Provides an essential resource for the design of new and improved devices with improved image quality and shorter acquisition times. Adrian Stern, PhD, is associate professor and head of the Electro-Optical Engineering Unit at Ben-Gurion University of the Negev, Israel. He is an elected Fellow of SPIE.

Optical Compressive Imaging

Download Optical Compressive Imaging PDF Online Free

Author :
Release : 2017
Genre : Compressed sensing (Telecommunication)
Kind : eBook
Book Rating : 216/5 ( reviews)

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Book Synopsis Optical Compressive Imaging by : Adrian Stern

Download or read book Optical Compressive Imaging written by Adrian Stern. This book was released on 2017. Available in PDF, EPUB and Kindle. Book excerpt:

Optical Compressive Imaging

Download Optical Compressive Imaging PDF Online Free

Author :
Release : 2017-02-15
Genre :
Kind : eBook
Book Rating : 886/5 ( reviews)

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Book Synopsis Optical Compressive Imaging by : Russell Duffy

Download or read book Optical Compressive Imaging written by Russell Duffy. This book was released on 2017-02-15. Available in PDF, EPUB and Kindle. Book excerpt: An exciting new development has taken place in the digital era that has captured the imagination and talent of researchers around the globe - wavelet image compression. This technology has deep roots in theories of vision, and promises performance improvements over all other compression methods, such as those based on Fourier transforms, vectors quantizers, fractals, neural nets, and many others.

Compressive Imaging: Structure, Sampling, Learning

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Release : 2021-09-16
Genre : Computers
Kind : eBook
Book Rating : 912/5 ( reviews)

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Book Synopsis Compressive Imaging: Structure, Sampling, Learning by : Ben Adcock

Download or read book Compressive Imaging: Structure, Sampling, Learning written by Ben Adcock. This book was released on 2021-09-16. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Super-resolution Compressive Imaging System Based on Optical Radon Projections

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Author :
Release : 2013
Genre : Image compression
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Super-resolution Compressive Imaging System Based on Optical Radon Projections by : Vladimir Farber

Download or read book Super-resolution Compressive Imaging System Based on Optical Radon Projections written by Vladimir Farber. This book was released on 2013. Available in PDF, EPUB and Kindle. Book excerpt:

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