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Fourier Optics and Computational Imaging

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Release : 2023-01-02
Genre : Technology & Engineering
Kind : eBook
Book Rating : 533/5 ( reviews)

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Book Synopsis Fourier Optics and Computational Imaging by : Kedar Khare

Download or read book Fourier Optics and Computational Imaging written by Kedar Khare. This book was released on 2023-01-02. Available in PDF, EPUB and Kindle. Book excerpt: The book is designed to serve as a textbook for advanced undergraduate and graduate students enrolled in physics and electronics and communication engineering and mathematics. The book provides an introduction to Fourier optics in light of new developments in the area of computational imaging over the last couple of decades. There is an in-depth discussion of mathematical methods such as Fourier analysis, linear systems theory, random processes, and optimization-based image reconstruction techniques. These techniques are very much essential for a better understanding of the working of computational imaging systems. It discusses topics in Fourier optics, e.g., diffraction phenomena, coherent and incoherent imaging systems, and some aspects of coherence theory. These concepts are then used to describe several system ideas that combine optical hardware design and image reconstruction algorithms, such as digital holography, iterative phase retrieval, super-resolution imaging, point spread function engineering for enhanced depth-of-focus, projection-based imaging, single-pixel or ghost imaging, etc. The topics covered in this book can provide an elementary introduction to the exciting area of computational imaging for students who may wish to work with imaging systems in their future careers.

FOURIER OPTICS AND COMPUTATIONAL IMAGING.

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Release : 2023
Genre :
Kind : eBook
Book Rating : 546/5 ( reviews)

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Book Synopsis FOURIER OPTICS AND COMPUTATIONAL IMAGING. by : KEDAR. BUTOLA KHARE (MANSI. RAJORA, SUNAINA.)

Download or read book FOURIER OPTICS AND COMPUTATIONAL IMAGING. written by KEDAR. BUTOLA KHARE (MANSI. RAJORA, SUNAINA.). This book was released on 2023. Available in PDF, EPUB and Kindle. Book excerpt:

Fourier Optics and Computational Imaging

Download Fourier Optics and Computational Imaging PDF Online Free

Author :
Release : 2016
Genre :
Kind : eBook
Book Rating : 327/5 ( reviews)

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Book Synopsis Fourier Optics and Computational Imaging by :

Download or read book Fourier Optics and Computational Imaging written by . This book was released on 2016. Available in PDF, EPUB and Kindle. Book excerpt:

Fourier Optics and Computational Imaging

Download Fourier Optics and Computational Imaging PDF Online Free

Author :
Release : 2015-09-21
Genre : Technology & Engineering
Kind : eBook
Book Rating : 340/5 ( reviews)

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Book Synopsis Fourier Optics and Computational Imaging by : Kedar Khare

Download or read book Fourier Optics and Computational Imaging written by Kedar Khare. This book was released on 2015-09-21. Available in PDF, EPUB and Kindle. Book excerpt: This book covers both the mathematics of inverse problems and optical systems design, and includes a review of the mathematical methods and Fourier optics. The first part of the book deals with the mathematical tools in detail with minimal assumption about prior knowledge on the part of the reader. The second part of the book discusses concepts in optics, particularly propagation of optical waves and coherence properties of optical fields that form the basis of the computational models used for image recovery. The third part provides a discussion of specific imaging systems that illustrate the power of the hybrid computational imaging model in enhancing imaging performance. A number of exercises are provided for readers to develop further understanding of computational imaging. While the focus of the book is largely on optical imaging systems, the key concepts are discussed in a fairly general manner so as to provide useful background for understanding the mechanisms of a diverse range of imaging modalities.

Computational Imaging

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Release : 2022-10-25
Genre : Technology & Engineering
Kind : eBook
Book Rating : 374/5 ( reviews)

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Book Synopsis Computational Imaging by : Ayush Bhandari

Download or read book Computational Imaging written by Ayush Bhandari. This book was released on 2022-10-25. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and up-to-date textbook and reference for computational imaging, which combines vision, graphics, signal processing, and optics. Computational imaging involves the joint design of imaging hardware and computer algorithms to create novel imaging systems with unprecedented capabilities. In recent years such capabilities include cameras that operate at a trillion frames per second, microscopes that can see small viruses long thought to be optically irresolvable, and telescopes that capture images of black holes. This text offers a comprehensive and up-to-date introduction to this rapidly growing field, a convergence of vision, graphics, signal processing, and optics. It can be used as an instructional resource for computer imaging courses and as a reference for professionals. It covers the fundamentals of the field, current research and applications, and light transport techniques. The text first presents an imaging toolkit, including optics, image sensors, and illumination, and a computational toolkit, introducing modeling, mathematical tools, model-based inversion, data-driven inversion techniques, and hybrid inversion techniques. It then examines different modalities of light, focusing on the plenoptic function, which describes degrees of freedom of a light ray. Finally, the text outlines light transport techniques, describing imaging systems that obtain micron-scale 3D shape or optimize for noise-free imaging, optical computing, and non-line-of-sight imaging. Throughout, it discusses the use of computational imaging methods in a range of application areas, including smart phone photography, autonomous driving, and medical imaging. End-of-chapter exercises help put the material in context.

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