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Blind Image Deconvolution: Theory and Applications

Editat de Patrizio Campisi, Karen Egiazarian
en Limba Engleză Hardback – 14 mai 2007
Blind image deconvolution is constantly receiving increasing attention from the academic as well the industrial world due to both its theoretical and practical implications. The field of blind image deconvolution has several applications in different areas such as image restoration, microscopy, medical imaging, biological imaging, remote sensing, astronomy, nondestructive testing, geophysical prospecting, and many others. Blind Image Deconvolution: Theory and Applications surveys the current state of research and practice as presented by the most recognized experts in the field, thus filling a gap in the available literature on blind image deconvolution.

Explore the gamut of blind image deconvolution approaches and algorithms that currently exist and follow the current research trends into the future. This comprehensive treatise discusses Bayesian techniques, single- and multi-channel methods, adaptive and multi-frame techniques, and a host of applications to multimedia processing, astronomy, remote sensing imagery, and medical and biological imaging at the whole-body, small-part, and cellular levels. Everything you need to step into this dynamic field is at your fingertips in this unique, self-contained masterwork.

For image enhancement and restoration without a priori information, turn to Blind Image Deconvolution: Theory and Applications for the knowledge and techniques you need to tackle real-world problems.
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Specificații

ISBN-13: 9780849373671
ISBN-10: 0849373670
Pagini: 472
Ilustrații: 53 Halftones, black and white; 9 Tables, black and white; 117 Illustrations, black and white
Dimensiuni: 156 x 234 x 30 mm
Greutate: 0.77 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press

Public țintă

Professional

Cuprins

Blind image Deconvolution: Problem Formulation and Existing Approaches. Blind Image Deconvolution using Bussgang Techniques. Applications to Image Deblurring and Texture Synthesis. Blind Multiframe Image Deconvolution Using Anisotropic Spatially Adaptive Filtering for Denoising and Regularization. Bayesian Methods Based on Variational Approximations for Blind Image Deconvolution. Deconvolution of Medical Images from Microscopic to Whole Body Images. Bayesian Estimation of Blur and Noise in Remote Sensing Imaging. Deconvolution and Blind Deconvolution in Astronomy. Multiframe Blind Deconvolution Coupled with Frame Registration and Resolution Enhancement. Blind Reconstruction of Multiframe Imagery Based on Fusion and Classification. Blind Deconvolution and Structured Matrix Computations with Applications to Array Imaging. Index.

Recenzii

"Three titles from CRC Press look of interest, though I have not seen the books themselves… P.Campisi and K. Egiazarian have edited a collection of 10 essays on Blind Image Deconvolution, Theory and Applications…"
—P.W. Hawkes in Ultramicroscopy 108 (2008)

Notă biografică

Patrizio Campisi, Karen Egiazarian

Descriere

The always increasing demand for enhancing the quality of images for consumer applications-medical or biological imaging, in remote sensing, and for astronomy, to cite only a few-has fueled a resurgence of research into blind deconvolution techniques. Blind Image Deconvolution: Theory and Applications surveys the current state of research and practice as presented by the most recognized experts in the field. This comprehensive treatise discusses Bayesian methods, single- and multi-channel techniques, adaptive and multi-frame methods, and a host of applications to multimedia processing, astronomy, remote sensing imagery, and medical and biological imaging at the whole-body, small-part, and cellular levels.