Download BookImage Restoration Fundamentals and Advances (Digital Imaging and Computer Vision)

Get Image Restoration Fundamentals and Advances (Digital Imaging and Computer Vision)

Get Image Restoration Fundamentals and Advances (Digital Imaging and Computer Vision)

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Book Details :
Published on: 2012-09-11
Released on: 2012-09-11
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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 deblurringDifferent image restoration methods and recent advances such as nonlocality and sparsityBlind restoration under space-varying blurSuper-resolution restorationLearning-based methodsMulti-spectral and color image restorationNew possibilities using hybrid imaging systemsMany 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. Prof. Zhouchen Lin Peking University China - WebMail Research Areas: Computer Vision Image Processing Machine Learning Numerical Computation and Optimization Computer Graphics Pattern Recognition [Google Scholar ... School of Engineering The University of Kansas The school offers 12 undergraduate degree programs: Aerospace engineering; Architectural engineering; Chemical engineering; Civil engineering; Computer engineering ACM Journals/Transactions The ACM Transactions on Algorithms (TALG) publishes original research of the highest quality dealing with algorithms that are inherently discrete and finite and ... IEICE SEARCH SYSTEM - IEICE Transactions Online TOP For Full-Text PDF please login if you are a member of IEICE or go to Pay Per View on menu list if you are a nonmember of IEICE. Image Analysis and Mathematical Morphology Marcin Iwanowski Pierre Soille Morphological refinement of an image segmentation Proceedings of the 11th international conference on Computer Analysis of Images ... Revistas (A - Z) - Biblioteca digital Bsqueda General; Biblioteca de la Unidad Irapuato / T-(462)623-9600; Biblioteca de la Unidad Guadalajara / T-(333)777-3600; Biblioteca de la Unidad Mrida / T-(999 ... Graduate School of Operational and Information Sciences ... Overview. The Graduate School of Operational and Information Sciences includes Graduate Resident Programs consisting of 15 technical curricula and awards Master of ... X-ray - Wikipedia X-ray detectors vary in shape and function depending on their purpose. Imaging detectors such as those used for radiography were originally based on photographic ... what-when-how In Depth Tutorials and Information In Depth Tutorials and Information. Topics. Online resource for In depth Information and Tutorials on many topics.Below is the list of all the topics covered on this ... Computer vision - Wikipedia One of the most prominent application fields is medical computer vision or medical image processing. This area is characterized by the extraction of information from ...
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