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Example Based Super Resolution

Author: Jordi Salvador
Publisher: Academic Press
ISBN: 0081011350
Size: 17.65 MB
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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

Image Restoration

Author: Bahadir Kursat Gunturk
Publisher: CRC Press
ISBN: 1439869561
Size: 65.37 MB
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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 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 International Conference On Advanced Intelligent Systems And Informatics 2016

Author: Aboul Ella Hassanien
Publisher: Springer
ISBN: 3319483080
Size: 40.85 MB
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This book gathers the proceedings of the 2nd International Conference on Advanced Intelligent Systems and Informatics (AISI2016), which took place in Cairo, Egypt during October 24–26, 2016. This international interdisciplinary conference, which highlighted essential research and developments in the field of informatics and intelligent systems, was organized by the Scientific Research Group in Egypt (SRGE) and sponsored by the IEEE Computational Intelligence Society (Egypt chapter) and the IEEE Robotics and Automation Society (Egypt Chapter). The book’s content is divided into four main sections: Intelligent Language Processing, Intelligent Systems, Intelligent Robotics Systems, and Informatics.

Proceedings Of The Fourth International Conference On Signal And Image Processing 2012 Icsip 2012

Author: Mohan S
Publisher: Springer Science & Business Media
ISBN: 813221000X
Size: 79.14 MB
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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.

Intelligent Science And Intelligent Data Engineering

Author: Jian Yang
Publisher: Springer
ISBN: 3642366694
Size: 30.71 MB
Format: PDF
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This book constitutes the proceedings of the third Sino-foreign-interchange Workshop on Intelligence Science and Intelligent Data Engineering, IScIDE 2012, held in Nanjing, China, in October 2012. The 105 papers presented were carefully peer-reviewed and selected from 429 submissions. Topics covered include pattern recognition; computer vision and image processing; machine learning and computational intelligence; knowledge discovery, data mining, and web mining; graphics and computer visualization; and multimedia processing and applications.

Nichts Ist Okay

Author: Brendan Kiely
Publisher: Deutscher Taschenbuch Verlag
ISBN: 3423430400
Size: 33.20 MB
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Zwei Stimmen, zwei Autoren, schwarz und weiß.. Eigentlich wollte Rashad nur eine Tüte Chips kaufen, doch kaum hat er den Laden betreten, wird er von einem Polizisten brutal niedergeschlagen. Beobachtet hat den Vorfall ein anderer Junge: Quinn, der ausgerechnet mit der Familie des Angreifers befreundet ist. Rashad ist schwarz, der Polizist weiß. Ein weiterer rassistischer Übergriff? Wie so viele? Rashad landet im Krankenhaus, und Quinn steht zwischen den Fronten. Er muss sich entscheiden: Tritt er als Zeuge auf und wird zum Verräter? Oder hält er den Mund und schweigt zu Diskriminierung und Gewalt. Derweil organisieren Rashads Freunde eine Demonstration gegen Rassismus und Polizeiwillkür. Eine Stadt gerät in Ausnahmezustand. Und zwei Jugendliche mittendrin.

Computer Vision Eccv 2010

Author: Kostas Daniilidis
Publisher: Springer Science & Business Media
ISBN: 3642155510
Size: 13.90 MB
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The six-volume set comprising LNCS volumes 6311 until 6313 constitutes the refereed proceedings of the 11th European Conference on Computer Vision, ECCV 2010, held in Heraklion, Crete, Greece, in September 2010. The 325 revised papers presented were carefully reviewed and selected from 1174 submissions. The papers are organized in topical sections on object and scene recognition; segmentation and grouping; face, gesture, biometrics; motion and tracking; statistical models and visual learning; matching, registration, alignment; computational imaging; multi-view geometry; image features; video and event characterization; shape representation and recognition; stereo; reflectance, illumination, color; medical image analysis.