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Computational Texture and Patterns: From Textons to Deep Learning, Kristin J. Dana


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Цена: 51750.00T
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Автор: Kristin J. Dana
Название:  Computational Texture and Patterns: From Textons to Deep Learning
ISBN: 9781681730110
Издательство: Mare Nostrum (Eurospan)
Классификация:


ISBN-10: 1681730111
Обложка/Формат: Paperback
Страницы: 113
Вес: 0.21 кг.
Дата издания: 30.09.2018
Серия: Synthesis lectures on computer vision
Язык: English
Размер: 235 x 191 x 6
Ключевые слова: Artificial intelligence,Pattern recognition,Computer vision, COMPUTERS / Computer Vision & Pattern Recognition,COMPUTERS / Databases / Data Mining,COMPUTERS / Intelligence (AI) & Semantics
Подзаголовок: From textons to deep learning
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Поставляется из: Англии
Описание: Visual pattern analysis is a fundamental tool in mining data for knowledge. Computational representations for patterns and texture allow us to summarize, store, compare, and label in order to learn about the physical world. Our ability to capture visual imagery with cameras and sensors has resulted in vast amounts of raw data, but using this information effectively in a task-specific manner requires sophisticated computational representations. We enumerate specific desirable traits for these representations: (1) intraclass invariance—to support recognition; (2) illumination and geometric invariance for robustness to imaging conditions; (3) support for prediction and synthesis to use the model to infer continuation of the pattern; (4) support for change detection to detect anomalies and perturbations; and (5) support for physics-based interpretation to infer system properties from appearance. In recent years, computer vision has undergone a metamorphosis with classic algorithms adapting to new trends in deep learning. This text provides a tour of algorithm evolution including pattern recognition, segmentation and synthesis. We consider the general relevance and prominence of visual pattern analysis and applications that rely on computational models.

Visual Texture

Автор: Michal Haindl; Jiri Filip
Название: Visual Texture
ISBN: 1447149017 ISBN-13(EAN): 9781447149019
Издательство: Springer
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Цена: 93160.00 T
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Описание: This book surveys the state of the art in multidimensional, physically-correct visual texture modeling. The authors review the entire process of texture synthesis, visualization, measurement and analysis, as well as applications in medicine and industry.

Advances in Computational Intelligence and Learning

Автор: Hans-J?rgen Zimmermann; Georgios Tselentis; Maarte
Название: Advances in Computational Intelligence and Learning
ISBN: 0792376455 ISBN-13(EAN): 9780792376453
Издательство: Springer
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Цена: 149060.00 T
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Описание: Presents the developments and applications in the area of Computational Intelligence, which describes methods and approaches that mimic biologically intelligent behavior in order to solve problems that have been difficult to solve by classical mathematics.

Theoretical And Computational Models Of Word Learning

Автор: Gogate & Hollich
Название: Theoretical And Computational Models Of Word Learning
ISBN: 1466629738 ISBN-13(EAN): 9781466629738
Издательство: Mare Nostrum (Eurospan)
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Цена: 170010.00 T
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Описание: The process of learning words and languages may seem like an instinctual trait, inherent to nearly all humans from a young age. However, a vast range of complex research and information exists in detailing the complexities of the process of word learning. <br><br><em>Theoretical and Computational Models of Word Learning: Trends in Psychology and Artificial Intelligence</em> strives to combine cross-disciplinary research into one comprehensive volume to help readers gain a fuller understanding of the developmental processes and influences that makeup the progression of word learning. Blending together developmental psychology and artificial intelligence, this publication is intended for researchers, practitioners, and educators who are interested in language learning and its development as well as computational models formed from these specific areas of research.

Computational Intelligence in the Internet of Things

Автор: Purnomo Hindriyanto Dwi
Название: Computational Intelligence in the Internet of Things
ISBN: 1522579559 ISBN-13(EAN): 9781522579557
Издательство: Mare Nostrum (Eurospan)
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Цена: 188100.00 T
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Описание: In recent years, the need for smart equipment has increased exponentially with the upsurge in technological advances. To work to their fullest capacity, these devices need to be able to communicate with other devices in their network to exchange information and receive instructions. Computational Intelligence in the Internet of Things is an essential reference source that provides relevant theoretical frameworks and the latest empirical research findings in the area of computational intelligence and the Internet of Things. Featuring research on topics such as data analytics, machine learning, and neural networks, this book is ideally designed for IT specialists, managers, professionals, researchers, and academicians.

Meta-Learning in Computational Intelligence

Автор: Norbert Jankowski; W?odzis?aw Duch; Krzysztof Gr?b
Название: Meta-Learning in Computational Intelligence
ISBN: 3642268587 ISBN-13(EAN): 9783642268588
Издательство: Springer
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Цена: 204040.00 T
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Описание: This book defines and discusses new theoretical and practical trends in meta-learning, which shifts the focus of the field of computational intelligence (CI) from individual learning algorithms to the higher level of learning how to learn.

Computational Intelligence for Technology Enhanced Learning

Автор: Fatos Xhafa; Santi Caball?; Ajith Abraham; Thanasi
Название: Computational Intelligence for Technology Enhanced Learning
ISBN: 3642112234 ISBN-13(EAN): 9783642112232
Издательство: Springer
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Цена: 156720.00 T
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Описание: This book records advances in using intelligent techniques for technology enhanced learning, and development of e-Learning applications based on such techniques and supported by technology. Covers adaptive learning and data mining techniques, among others.

Advances in Computational Intelligence and Learning

Автор: Hans-J?rgen Zimmermann; Georgios Tselentis; Maarte
Название: Advances in Computational Intelligence and Learning
ISBN: 9401038724 ISBN-13(EAN): 9789401038720
Издательство: Springer
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Цена: 139750.00 T
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Computational Intelligence for Technology Enhanced Learning

Автор: Fatos Xhafa; Santi Caball?; Ajith Abraham; Thanasi
Название: Computational Intelligence for Technology Enhanced Learning
ISBN: 3642262503 ISBN-13(EAN): 9783642262500
Издательство: Springer
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Цена: 130590.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book records advances in using intelligent techniques for technology enhanced learning, and development of e-Learning applications based on such techniques and supported by technology. Covers adaptive learning and data mining techniques, among others.


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