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Example Based Super Resolution

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Example Based Super Resolution

Example Based Super Resolution Book
Author : Jordi Salvador
Publisher : Academic Press
Release : 2016-09-22
ISBN : 0081011350
Language : En, Es, Fr & De

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Book Description :

Example-Based Super Resolution provides a thorough introduction and overview of example-based super resolution, covering the most successful algorithmic approaches and theories behind them with implementation insights. It also describes current challenges and explores future trends. Readers of this book will be able to understand the latest natural image patch statistical models and the performance limits of example-based super resolution algorithms, select the best state-of-the-art algorithmic alternative and tune it for specific use cases, and quickly put into practice implementations of the latest and most successful example-based super-resolution methods. Provides detailed coverage of techniques and implementation details that have been successfully introduced in diverse and demanding real-world applications Covers a wide variety of machine learning approaches, ranging from cross-scale self-similarity concepts and sparse coding, to the latest advances in deep learning Presents a statistical interpretation of the subspace of natural image patches that transcends super resolution and makes it a valuable source for any researcher on image processing or low-level vision

Seven Ways to Improve Example based Single Image Super Resolution

Seven Ways to Improve Example based Single Image Super Resolution Book
Author : Radu Timofte,Rasmus Rothe,Luc van Gool
Publisher : Unknown
Release : 2016
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Seven Ways to Improve Example based Single Image Super Resolution book written by Radu Timofte,Rasmus Rothe,Luc van Gool, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Image Restoration

Image Restoration Book
Author : Bahadir Kursat Gunturk,Xin Li
Publisher : CRC Press
Release : 2018-09-03
ISBN : 1351832867
Language : En, Es, Fr & De

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Book Description :

Image Restoration: Fundamentals and Advances responds to the need to update most existing references on the subject, many of which were published decades ago. Providing a broad overview of image restoration, this book explores breakthroughs in related algorithm development and their role in supporting real-world applications associated with various scientific and engineering fields. These include astronomical imaging, photo editing, and medical imaging, to name just a few. The book examines how such advances can also lead to novel insights into the fundamental properties of image sources. Addressing the many advances in imaging, computing, and communications technologies, this reference strikes just the right balance of coverage between core fundamental principles and the latest developments in this area. Its content was designed based on the idea that the reproducibility of published works on algorithms makes it easier for researchers to build on each other’s work, which often benefits the vitality of the technical community as a whole. For that reason, this book is as experimentally reproducible as possible. Topics covered include: Image denoising and deblurring Different image restoration methods and recent advances such as nonlocality and sparsity Blind restoration under space-varying blur Super-resolution restoration Learning-based methods Multi-spectral and color image restoration New possibilities using hybrid imaging systems Many existing references are scattered throughout the literature, and there is a significant gap between the cutting edge in image restoration and what we can learn from standard image processing textbooks. To fill that need but avoid a rehash of the many fine existing books on this subject, this reference focuses on algorithms rather than theories or applications. Giving readers access to a large amount of downloadable source code, the book illustrates fundamental techniques, key ideas developed over the years, and the state of the art in image restoration. It is a valuable resource for readers at all levels of understanding.

Proceedings of the Fourth International Conference on Signal and Image Processing 2012 ICSIP 2012

Proceedings of the Fourth International Conference on Signal and Image Processing 2012  ICSIP 2012  Book
Author : Mohan S,S Suresh Kumar
Publisher : Springer Science & Business Media
Release : 2013-01-11
ISBN : 813221000X
Language : En, Es, Fr & De

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Book Description :

The proceedings includes cutting-edge research articles from the Fourth International Conference on Signal and Image Processing (ICSIP), which is organised by Dr. N.G.P. Institute of Technology, Kalapatti, Coimbatore. The Conference provides academia and industry to discuss and present the latest technological advances and research results in the fields of theoretical, experimental, and application of signal, image and video processing. The book provides latest and most informative content from engineers and scientists in signal, image and video processing from around the world, which will benefit the future research community to work in a more cohesive and collaborative way.

Face Expression and Iris Recognition Using Learning based Approaches

Face  Expression  and Iris Recognition Using Learning based Approaches Book
Author : Guodong Guo
Publisher : Unknown
Release : 2006
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Face Expression and Iris Recognition Using Learning based Approaches book written by Guodong Guo, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Proceedings

Proceedings Book
Author : Anonim
Publisher : Unknown
Release : 2002
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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VLSI Circuits and Systems

VLSI Circuits and Systems Book
Author : Anonim
Publisher : Unknown
Release : 2005
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Variational Approaches to Digital Image Zooming

Variational Approaches to Digital Image Zooming Book
Author : Todd Cameron Wittman
Publisher : Unknown
Release : 2006
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Variational Approaches to Digital Image Zooming book written by Todd Cameron Wittman, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

NTT Technical Review

NTT Technical Review Book
Author : Anonim
Publisher : Unknown
Release : 2003
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Image Mosaicing and Super resolution

Image Mosaicing and Super resolution Book
Author : David Capel
Publisher : Springer Science & Business Media
Release : 2004-01-19
ISBN : 9781852337711
Language : En, Es, Fr & De

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Book Description :

The Distinguished Dissertation Series is published on behalf of the Conference of Professors and Heads of Computing and the British Computer Society, who annually select the best British PhD dissertations in computer science for publication. The dissertations are selected on behalf of the CPHC by a panel of eight academics. Each dissertation chosen makes a noteworthy contribution to the subject and reaches a high standard of exposition, placing all results clearly in the context of computer science as a whole. In this way computer scientists with significantly different interests are able to grasp the essentials - or even find a means of entry - to an unfamiliar research topic. This book investigates how information contained in multiple, overlapping images of a scene may be combined to produce images of superior quality. This offers possibilities such as noise reduction, extended field of view, blur removal, increased spatial resolution and improved dynamic range. Potential applications cover fields as diverse as forensic video restoration, remote sensing, video compression and digital video editing. The book covers two aspects that have attracted particular attention in recent years: image mosaicing, whereby multiple images are aligned to produce a large composite; and super-resolution, which permits restoration at an increased resolution of poor quality video sequences by modelling and removing imaging degradations including noise, blur and spacial-sampling. It contains a comprehensive coverage and analysis of existing techniques, and describes in detail novel, powerful and automatic algorithms (based on a robust, statistical framework) for applying mosaicing and super-resolution. The algorithms may be implemented directly from the descriptions given here. A particular feature of the techniques is that it is not necessary to know the camera parameters (such as position and focal length) in order to apply them. Throughout the book, examples are given on real image sequences, covering a variety of applications including: the separation of latent marks in forensic images; the automatic creation of 360 panoramic mosaics; and super-resolution restoration of various scenes, text, and faces in lw-quality video.

A Fast and Robust Framework for Image Fusion and Enhancement

A Fast and Robust Framework for Image Fusion and Enhancement Book
Author : Sina Farsiu
Publisher : Unknown
Release : 2005
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download A Fast and Robust Framework for Image Fusion and Enhancement book written by Sina Farsiu, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Algorithms for Synthetic Aperture Radar Imagery

Algorithms for Synthetic Aperture Radar Imagery Book
Author : Anonim
Publisher : Unknown
Release : 2005
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Model Based Image Fusion

Model Based Image Fusion Book
Author : Mrityunjay Kumar
Publisher : Unknown
Release : 2008
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Computer Vision ECCV

Computer Vision   ECCV     Book
Author : Anonim
Publisher : Unknown
Release : 1994
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Image Super Resolution and Applications

Image Super Resolution and Applications Book
Author : Fathi E. Abd El-Samie,Mohiy M. Hadhoud,Said E. El-Khamy
Publisher : CRC Press
Release : 2012-12-15
ISBN : 1466597755
Language : En, Es, Fr & De

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Book Description :

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

Passive Millimeter wave Imaging Technology

Passive Millimeter wave Imaging Technology Book
Author : Anonim
Publisher : Unknown
Release : 1998
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Visual Communications and Image Processing 2004

Visual Communications and Image Processing 2004 Book
Author : Anonim
Publisher : Unknown
Release : 2004
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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