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Image Super-Resolution and Applications

Image Super-Resolution and Applications

Paperback

Technology & EngineeringGeneral ComputersProgramming

ISBN10: 0367380498
ISBN13: 9780367380496
Publisher: Crc Pr Inc
Published: Sep 19 2019
Pages: 504
Weight: 1.65
Height: 1.10 Width: 6.10 Depth: 9.20
Language: English

This book is devoted to the issue of image super-resolution--obtaining high-resolution images from single or multiple low-resolution images. Although there are numerous algorithms available for image interpolation and super-resolution, there's been a need for a book that establishes a common thread between the two processes. Filling this need, Image Super-Resolution and Applications presents image interpolation as a building block in the super-resolution reconstruction process.

Instead of approaching image interpolation as either a polynomial-based problem or an inverse problem, this book breaks the mold and compares and contrasts the two approaches. It presents two directions for image super-resolution: super-resolution with a priori information and blind super-resolution reconstruction of images. It also devotes chapters to the two complementary steps used to obtain high-resolution images: image registration and image fusion.

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