Blind Image Deconvolution

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Author :
Publisher : CRC Press
ISBN 13 : 1420007297
Total Pages : 474 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Blind Image Deconvolution by : Patrizio Campisi

Download or read book Blind Image Deconvolution written by Patrizio Campisi and published by CRC Press. This book was released on 2017-12-19 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Blind Image Deconvolution

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Author :
Publisher : CRC Press
ISBN 13 : 1351837680
Total Pages : 421 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Blind Image Deconvolution by : Patrizio Campisi

Download or read book Blind Image Deconvolution written by Patrizio Campisi and published by CRC Press. This book was released on 2017-12-19 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advances in Independent Component Analysis

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1447104439
Total Pages : 286 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Advances in Independent Component Analysis by : Mark Girolami

Download or read book Advances in Independent Component Analysis written by Mark Girolami and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Independent Component Analysis (ICA) is a fast developing area of intense research interest. Following on from Self-Organising Neural Networks: Independent Component Analysis and Blind Signal Separation, this book reviews the significant developments of the past year. It covers topics such as the use of hidden Markov methods, the independence assumption, and topographic ICA, and includes tutorial chapters on Bayesian and variational approaches. It also provides the latest approaches to ICA problems, including an investigation into certain "hard problems" for the very first time. Comprising contributions from the most respected and innovative researchers in the field, this volume will be of interest to students and researchers in computer science and electrical engineering; research and development personnel in disciplines such as statistical modelling and data analysis; bio-informatic workers; and physicists and chemists requiring novel data analysis methods.

Blind Image Deconvolution

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Author :
Publisher : Springer
ISBN 13 : 3319104853
Total Pages : 162 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Blind Image Deconvolution by : Subhasis Chaudhuri

Download or read book Blind Image Deconvolution written by Subhasis Chaudhuri and published by Springer. This book was released on 2014-09-22 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blind deconvolution is a classical image processing problem which has been investigated by a large number of researchers over the last four decades. The purpose of this monograph is not to propose yet another method for blind image restoration. Rather the basic issue of deconvolvability has been explored from a theoretical view point. Some authors claim very good results while quite a few claim that blind restoration does not work. The authors clearly detail when such methods are expected to work and when they will not. In order to avoid the assumptions needed for convergence analysis in the Fourier domain, the authors use a general method of convergence analysis used for alternate minimization based on three point and four point properties of the points in the image space. The authors prove that all points in the image space satisfy the three point property and also derive the conditions under which four point property is satisfied. This provides the conditions under which alternate minimization for blind deconvolution converges with a quadratic prior. Since the convergence properties depend on the chosen priors, one should design priors that avoid trivial solutions. Hence, a sparsity based solution is also provided for blind deconvolution, by using image priors having a cost that increases with the amount of blur, which is another way to prevent trivial solutions in joint estimation. This book will be a highly useful resource to the researchers and academicians in the specific area of blind deconvolution.

Computer Vision, Imaging and Computer Graphics - Theory and Applications

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Author :
Publisher : Springer
ISBN 13 : 3642323502
Total Pages : 278 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Computer Vision, Imaging and Computer Graphics - Theory and Applications by : Gabriela Csurka

Download or read book Computer Vision, Imaging and Computer Graphics - Theory and Applications written by Gabriela Csurka and published by Springer. This book was released on 2013-01-03 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Conference, VISIGRAPP 2011, the Joint Conference on Computer Vision, Theory and Applications (VISAPP), on Imaging Theory and Applications (IMAGAPP), on Computer Graphics Theory and Applications (GRAPP), and on Information Visualization Theory and Applications (IVAPP), held in Vilamoura, Portugal, in March 2011. The 15 revised full papers presented together with one invited paper were carefully reviewed and selected. The papers are organized in topical sections on computer graphics theory and applications; imaging theory and applications; information visualization theory and applications; and computer vision theory and applications.

Adaptive Blind Signal and Image Processing

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 9780471607915
Total Pages : 596 pages
Book Rating : 4.6/5 (79 download)

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Book Synopsis Adaptive Blind Signal and Image Processing by : Andrzej Cichocki

Download or read book Adaptive Blind Signal and Image Processing written by Andrzej Cichocki and published by John Wiley & Sons. This book was released on 2002-06-14 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: Im Mittelpunkt dieses modernen und spezialisierten Bandes stehen adaptive Strukturen und unüberwachte Lernalgorithmen, besonders im Hinblick auf effektive Computersimulationsprogramme. Anschauliche Illustrationen und viele Beispiele sowie eine interaktive CD-ROM ergänzen den Text.

Computer Vision

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Author :
Publisher : Springer
ISBN 13 : 9780387307718
Total Pages : 0 pages
Book Rating : 4.3/5 (77 download)

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Book Synopsis Computer Vision by :

Download or read book Computer Vision written by and published by Springer. This book was released on 2014-04-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive reference provides easy access to relevant information on all aspects of Computer Vision. An A-Z format of over 240 entries offers a diverse range of topics for those seeking entry into any aspect within the broad field of Computer Vision. Over 200 Authors from both industry and academia contributed to this volume. Each entry includes synonyms, a definition and discussion of the topic, and a robust bibliography. Extensive cross-references to other entries support efficient, user-friendly searches for immediate access to relevant information. Entries were peer-reviewed by a distinguished international advisory board, both scientifically and geographically diverse, ensuring balanced coverage. Over 3700 bibliographic references for further reading enable deeper exploration into any of the topics covered. The content of Computer Vision: A Reference Guide is expository and tutorial, making the book a practical resource for students who are considering entering the field, as well as professionals in other fields who need to access this vital information but may not have the time to work their way through an entire text on their topic of interest.

Deblurring Images

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Author :
Publisher : SIAM
ISBN 13 : 9780898718874
Total Pages : 144 pages
Book Rating : 4.7/5 (188 download)

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Book Synopsis Deblurring Images by : Per Christian Hansen

Download or read book Deblurring Images written by Per Christian Hansen and published by SIAM. This book was released on 2006-01-01 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes the deblurring algorithms and techniques collectively known as spectral filtering methods, in which the singular value decomposition, or a similar decomposition with spectral properties, is used to introduce the necessary regularization or filtering in the reconstructed image. The concise MATLAB® implementations described in the book provide a template of techniques that can be used to restore blurred images from many applications.

Motion Deblurring

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Publisher : Cambridge University Press
ISBN 13 : 1107044367
Total Pages : 309 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Motion Deblurring by : A. N. Rajagopalan

Download or read book Motion Deblurring written by A. N. Rajagopalan and published by Cambridge University Press. This book was released on 2014-05-08 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive guide to the restoration of images degraded by motion blur, encompassing algorithms and architectures, with novel computational photography methods.

2021 29th European Signal Processing Conference (EUSIPCO)

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Publisher :
ISBN 13 : 9781665409001
Total Pages : pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis 2021 29th European Signal Processing Conference (EUSIPCO) by : IEEE Staff

Download or read book 2021 29th European Signal Processing Conference (EUSIPCO) written by IEEE Staff and published by . This book was released on 2021-08-23 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: EUSIPCO 2021 will feature the latest developments in research and technology for signal processing, with world class speakers, oral and poster sessions, plenaries, exhibitions, demonstrations, tutorials, and satellite workshops We invite the submission of original, unpublished technical papers on topics including but not limited to Audio and acoustic signal,processing,Speech and language processing,Image and video processing,Multimedia signal processing,Signal processing theory and methods,Sensor array and multichannel signal processing,Signal processing for communications,Radar and sonar signal processing,Signal processing over graphs and networks,Nonlinear signal processing,Statistical signal processing,Compressed sensing and sparse modelling,Optimization methods,Machine learning,Bio medical image and signal processing,Signal processing for computer vision and robotics,Computational imaging and spectral imaging,Information forensics and security

Image Deblurring with Blind Deconvolution Using Matlab

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Author :
Publisher :
ISBN 13 :
Total Pages : 46 pages
Book Rating : 4.:/5 (96 download)

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Book Synopsis Image Deblurring with Blind Deconvolution Using Matlab by : Lim Soo Khoon

Download or read book Image Deblurring with Blind Deconvolution Using Matlab written by Lim Soo Khoon and published by . This book was released on 2014 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Blind Image Deconvolution Via Dispersion Minimization

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Publisher :
ISBN 13 :
Total Pages : 154 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis Blind Image Deconvolution Via Dispersion Minimization by : Cabir Vural

Download or read book Blind Image Deconvolution Via Dispersion Minimization written by Cabir Vural and published by . This book was released on 2002 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Efficient Methodologies for Single-image Blind Deconvolution and Deblurring

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (892 download)

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Book Synopsis Efficient Methodologies for Single-image Blind Deconvolution and Deblurring by : Aftab Khan

Download or read book Efficient Methodologies for Single-image Blind Deconvolution and Deblurring written by Aftab Khan and published by . This book was released on 2014 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Blind Image Deconvolution with Conditionally Gaussian Hypermodels

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Publisher :
ISBN 13 :
Total Pages : 57 pages
Book Rating : 4.:/5 (74 download)

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Book Synopsis Blind Image Deconvolution with Conditionally Gaussian Hypermodels by : James Joseph Munch

Download or read book Blind Image Deconvolution with Conditionally Gaussian Hypermodels written by James Joseph Munch and published by . This book was released on 2011 with total page 57 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents an alternating, iterative implementation of the Bayesian Framework as a means for solving blind deconvolution problems. Specically, a blind deblurring problem is reviewed as proof of this concept. In this paper it will be shown that, given proper a priori beliefs about a system, along with a blurred image and an initial estimate for the kernel, the important properties of both the original signal and kernel, which are used to generate the blurred image, are recovered by this approach.

Internet Multimedia Computing and Service

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Publisher : Springer
ISBN 13 : 9811085307
Total Pages : 501 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Internet Multimedia Computing and Service by : Benoit Huet

Download or read book Internet Multimedia Computing and Service written by Benoit Huet and published by Springer. This book was released on 2018-02-28 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 9th International Conference on Internet Multimedia Computing and Service, ICIMCS 2017, held in Qingdao, China, in August 2017. The 20 revised full papers and 28 revised short papers presented were carefully reviewed and selected from 103 submissions. The papers are organized in topical sections on multimedia information fusion, image processing and object recognition, machine learning and representation learning, multimedia retrieval, poster papers.

Blind Deconvolution

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Author :
Publisher : Prentice Hall
ISBN 13 :
Total Pages : 312 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Blind Deconvolution by : Simon S. Haykin

Download or read book Blind Deconvolution written by Simon S. Haykin and published by Prentice Hall. This book was released on 1994 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to the study of the blind deconvolution problem - where it is impractical to assume the availability of the system input. It considers a variety of blind deconvolution/equalization algorithms - with computer simulation experiments to support the theory.

Computer Vision -- ECCV 2014

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Publisher : Springer
ISBN 13 : 9783319105833
Total Pages : 632 pages
Book Rating : 4.1/5 (58 download)

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Book Synopsis Computer Vision -- ECCV 2014 by : David Fleet

Download or read book Computer Vision -- ECCV 2014 written by David Fleet and published by Springer. This book was released on 2014-09-22 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: The seven-volume set comprising LNCS volumes 8689-8695 constitutes the refereed proceedings of the 13th European Conference on Computer Vision, ECCV 2014, held in Zurich, Switzerland, in September 2014. The 363 revised papers presented were carefully reviewed and selected from 1444 submissions. The papers are organized in topical sections on tracking and activity recognition; recognition; learning and inference; structure from motion and feature matching; computational photography and low-level vision; vision; segmentation and saliency; context and 3D scenes; motion and 3D scene analysis; and poster sessions.