Inverse Problems in Vision and 3D Tomography

Nonfiction, Science & Nature, Technology, Lasers
Cover of the book Inverse Problems in Vision and 3D Tomography by , Wiley
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9781118600467
Publisher: Wiley Publication: January 29, 2013
Imprint: Wiley-ISTE Language: English
Author:
ISBN: 9781118600467
Publisher: Wiley
Publication: January 29, 2013
Imprint: Wiley-ISTE
Language: English

The concept of an inverse problem is a familiar one to most scientists and engineers, particularly in the field of signal and image processing, imaging systems (medical, geophysical, industrial non-destructive testing, etc.) and computer vision. In imaging systems, the aim is not just to estimate unobserved images, but also their geometric characteristics from observed quantities that are linked to these unobserved quantities through the forward problem. This book focuses on imagery and vision problems that can be clearly written in terms of an inverse problem where an estimate for the image and its geometrical attributes (contours and regions) is sought.

The chapters of this book use a consistent methodology to examine inverse problems such as: noise removal; restoration by deconvolution; 2D or 3D reconstruction in X-ray, tomography or microwave imaging; reconstruction of the surface of a 3D object using X-ray tomography or making use of its shading; reconstruction of the surface of a 3D landscape based on several satellite photos; super-resolution; motion estimation in a sequence of images; separation of several images mixed using instruments with different sensitivities or transfer functions; and more.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

The concept of an inverse problem is a familiar one to most scientists and engineers, particularly in the field of signal and image processing, imaging systems (medical, geophysical, industrial non-destructive testing, etc.) and computer vision. In imaging systems, the aim is not just to estimate unobserved images, but also their geometric characteristics from observed quantities that are linked to these unobserved quantities through the forward problem. This book focuses on imagery and vision problems that can be clearly written in terms of an inverse problem where an estimate for the image and its geometrical attributes (contours and regions) is sought.

The chapters of this book use a consistent methodology to examine inverse problems such as: noise removal; restoration by deconvolution; 2D or 3D reconstruction in X-ray, tomography or microwave imaging; reconstruction of the surface of a 3D object using X-ray tomography or making use of its shading; reconstruction of the surface of a 3D landscape based on several satellite photos; super-resolution; motion estimation in a sequence of images; separation of several images mixed using instruments with different sensitivities or transfer functions; and more.

More books from Wiley

Cover of the book NOOK For Dummies by
Cover of the book Early Drug Development by
Cover of the book Labor in America by
Cover of the book The Law of Higher Education by
Cover of the book Visual Marketing by
Cover of the book Multidisciplinary Collaboration: Research and Relationships by
Cover of the book The Little Book of Money: Book excerpts from Jack Bogle, Ben Stein, Joel Greenblatt, Louis Navellier, Hilary Kramer, Kathy Lien, David Darst, Michael Covel, and John Stephenson by
Cover of the book Etiquette For Dummies by
Cover of the book Pairs Trading by
Cover of the book Market Players by
Cover of the book Infectious Diseases of Wild Mammals and Birds in Europe by
Cover of the book Wohlfühl-Yoga für Dummies Das Pocketbuch by
Cover of the book How to Assess Doctors and Health Professionals by
Cover of the book Diagnostic Techniques in Veterinary Dermatology by
Cover of the book The Economics of Salmon Aquaculture by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy