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Book synopsis

Blind image deconvolution is a very challenging and important research field. It has been proved to be useful in many application areas such as medical imaging, astronomical imaging and remote sensing. Several methods have been used for single channel framework, but in this book a solution to Multichannel Blind Image Deconvolutioin problem has been proposed when the original image is assumed to be sparse and limited knowledge of the Point Spread Function (PSF) is available. The sparse nature of image has leaded us to consider the case of Magnetic Resonance Force Microscopy (MRFM), hence PSF of MRFM machine is used in this project. An alternating minimization algorithm is used for the purpose of restoring the original image as well as the P.S.F. The proposed approach has successfully restored the original image and system's PSF.

Book details

Book category Books in English Technology, engineering, agriculture Technology: general issues Engineering: general

• Full title: Multichannel Image Deconvolution
• Subtitle: Application to Sparse Images
• Author: Umer Javed
• Language: English
• Binding: Paperback
• Number of pages: 84
• EAN: 9783639330427
• ISBN: 3639330420
• ID: 06839752
• Publisher: VDM Verlag
• Weight: 136 g
• Dimensions: 229 × 152 × 5 mm
• Date of publishing: 11. March 2011

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