Computational Imaging

Computational Imaging
Author :
Publisher : MIT Press
Total Pages : 482
Release :
ISBN-10 : 9780262046473
ISBN-13 : 0262046474
Rating : 4/5 (73 Downloads)

Book Synopsis Computational Imaging by : Ayush Bhandari

Download or read book Computational Imaging written by Ayush Bhandari and published by MIT Press. This book was released on 2022-10-25 with total page 482 pages. 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.


Computational Imaging Related Books

Computational Imaging
Language: en
Pages: 482
Authors: Ayush Bhandari
Categories: Technology & Engineering
Type: BOOK - Published: 2022-10-25 - Publisher: MIT Press

DOWNLOAD EBOOK

A comprehensive and up-to-date textbook and reference for computational imaging, which combines vision, graphics, signal processing, and optics. Computational i
Optical Imaging and Spectroscopy
Language: en
Pages: 530
Authors: David J. Brady
Categories: Science
Type: BOOK - Published: 2009-04-27 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

An essential reference for optical sensor system design This is the first text to present an integrated view of the optical and mathematical analysis tools nece
Fourier Optics and Computational Imaging
Language: en
Pages: 312
Authors: Kedar Khare
Categories: Technology & Engineering
Type: BOOK - Published: 2015-09-21 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

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
Computational Optical Imaging
Language: en
Pages: 420
Authors: Zhengjun Liu
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

DOWNLOAD EBOOK

Imaging Optics
Language: en
Pages: 987
Authors: Joseph Braat
Categories: Medical
Type: BOOK - Published: 2019-05-02 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This comprehensive and self-contained text for researchers and professionals presents a detailed account of optical imaging from the viewpoint of both ray and w