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Graph-Based Methods in Computer Vision: Developments and Applications, Xiao Bai, Jian Cheng, Edwin Hancock


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Автор: Xiao Bai, Jian Cheng, Edwin Hancock
Название:  Graph-Based Methods in Computer Vision: Developments and Applications
ISBN: 9781466618916
Издательство: Mare Nostrum (Eurospan)
Классификация:

ISBN-10: 1466618914
Обложка/Формат: Hardcover
Страницы: 410
Вес: 0.92 кг.
Дата издания: 30.11.2012
Серия: Computing & IT
Язык: English
Иллюстрации: Illustrations
Размер: 279 x 216 x 30
Читательская аудитория: Professional and scholarly
Ключевые слова: Artificial intelligence
Подзаголовок: Developments and applications
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Поставляется из: Англии
Описание: Presents a sampling of the research issues related to applying graph-based methods in computer vision. These methods have been under-utilized in the past, but use must now be increased because of their ability to naturally and effectively represent image models and data. This publication explores current activity and future applications of this fascinating and ground-breaking topic.

Information Retrieval Methods For Multidisciplinary Applications

Автор: Lu
Название: Information Retrieval Methods For Multidisciplinary Applications
ISBN: 1466638982 ISBN-13(EAN): 9781466638983
Издательство: Mare Nostrum (Eurospan)
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Цена: 170010.00 T
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Описание: The internet provides a vast amount of data which can be utilised to explore different approaches to solving industry problems. Efficient methods for the retrieval of this information are essential for streamlined business processes. <em>Information Retrieval Methods for Multidisciplinary Applications</em> provides innovative research on information gathering, web data mining, and automation systems. Addressing multidisciplinary applications and focusing on theories and methods with an enterprise-wide perspective, this book is essential for information engineers, scientists, and related professionals.

Critical Developments and Applications of Swarm Intelligence

Автор: Yuhui Shi
Название: Critical Developments and Applications of Swarm Intelligence
ISBN: 1522551344 ISBN-13(EAN): 9781522551348
Издательство: Mare Nostrum (Eurospan)
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Цена: 196460.00 T
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Описание: Artificial intelligence is a constantly advancing field that requires models in order to accurately create functional systems. The use of natural acumen to create artificial intelligence creates a field of research in which the natural and the artificial meet in a new and innovative way. Critical Developments and Applications of Swarm Intelligence is a critical academic publication that examines developing research, technologies, and function regarding natural and artificial acumen specifically, in regards to self-organized systems. Featuring coverage on a broad range of topics such as evolutionary algorithms, optimization techniques, and computational comparison, this book is geared toward academicians, students, researchers, and engineers seeking relevant and current research on the progressive research based on the implementation of swarm intelligence in self-organized systems.

Extreme Value Theory-Based Methods for Visual Recognition

Автор: Walter J. Scheirer
Название: Extreme Value Theory-Based Methods for Visual Recognition
ISBN: 1627057005 ISBN-13(EAN): 9781627057004
Издательство: Turpin
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Цена: 68930.00 T
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Описание: A common feature of many approaches to modeling sensory statistics is an emphasis on capturing the ""average."" From early representations in the brain, to highly abstracted class categories in machine learning for classification tasks, central-tendency models based on the Gaussian distribution are a seemingly natural and obvious choice for modeling sensory data. However, insights from neuroscience, psychology, and computer vision suggest an alternate strategy: preferentially focusing representational resources on the extremes of the distribution of sensory inputs. The notion of treating extrema near a decision boundary as features is not necessarily new, but a comprehensive statistical theory of recognition based on extrema is only now just emerging in the computer vision literature. This book begins by introducing the statistical Extreme Value Theory (EVT) for visual recognition. In contrast to central-tendency modeling, it is hypothesized that distributions near decision boundaries form a more powerful model for recognition tasks by focusing coding resources on data that are arguably the most diagnostic features. EVT has several important properties: strong statistical grounding, better modeling accuracy near decision boundaries than Gaussian modeling, the ability to model asymmetric decision boundaries, and accurate prediction of the probability of an event beyond our experience. The second part of the book uses the theory to describe a new class of machine learning algorithms for decision making that are a measurable advance beyond the state-of-the-art. This includes methods for post-recognition score analysis, information fusion, multi-attribute spaces, and calibration of supervised machine learning algorithms.

Relational Methods for Computer Science Applications

Автор: Ewa Orlowska; Andrzej Szalas
Название: Relational Methods for Computer Science Applications
ISBN: 3662003627 ISBN-13(EAN): 9783662003626
Издательство: Springer
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Цена: 46570.00 T
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Face Recognition: Methods, Applications & Technology

Автор: Adamo Quaglia, Calogera M Epifano
Название: Face Recognition: Methods, Applications & Technology
ISBN: 1619426633 ISBN-13(EAN): 9781619426634
Издательство: Nova Science
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Цена: 211190.00 T
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Описание: Face recognition has been an active area of research in image processing and computer vision due to its extensive range of prospective applications relating to biometrics, information security, video surveillance, law enforcement, identity authentication, smart cards, and access control systems. This title deals with this topic.

Computer Vision and Computer Graphics - Theory and Applications

Автор: AlpeshKumar Ranchordas; H?lder J. Ara?jo; Joao Mad
Название: Computer Vision and Computer Graphics - Theory and Applications
ISBN: 3642102255 ISBN-13(EAN): 9783642102257
Издательство: Springer
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Цена: 83850.00 T
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Описание: International Conference VISIGRAPP 2008 FunchalMadeira Portugal January 2225 2008 Revised Selected . .

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Автор: Eduardo Bayro Corrochano; Jan-Olof Eklundh
Название: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
ISBN: 3642102670 ISBN-13(EAN): 9783642102677
Издательство: Springer
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Цена: 158380.00 T
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Описание: The 14th Iberoamerican Congress on Pattern Recognition (CIARP 2009, C- gresoIberoAmericanodeReconocimientodePatrones)formedthelatestofanow longseriesofsuccessfulmeetingsarrangedbytherapidlygrowingIberoamerican pattern recognition community.

Modern Mathematics and Applications in Computer Graphics and

Автор: Guo Hongyu
Название: Modern Mathematics and Applications in Computer Graphics and
ISBN: 9814449334 ISBN-13(EAN): 9789814449335
Издательство: World Scientific Publishing
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Цена: 50690.00 T
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Описание: This book presents a concise exposition of modern mathematical concepts, models and methods with applications in computer graphics, vision and machine learning. The compendium is organized in four parts - Algebra, Geometry, Topology, and Applications. One of the features is a unique treatment of tensor and manifold topics to make them easier for the students. All proofs are omitted to give an emphasis on the exposition of the concepts. Effort is made to help students to build intuition and avoid parrot-like learning.There is minimal inter-chapter dependency. Each chapter can be used as an independent crash course and the reader can start reading from any chapter - almost. This book is intended for upper level undergraduate students, graduate students and researchers in computer graphics, geometric modeling, computer vision, pattern recognition and machine learning. It can be used as a reference book, or a textbook for a selected topics course with the instructor's choice of any of the topics.

Research Developments In Computer Vision And Image Processing

Автор: Srivastava, Singh & Shukla
Название: Research Developments In Computer Vision And Image Processing
ISBN: 146664558X ISBN-13(EAN): 9781466645585
Издательство: Mare Nostrum (Eurospan)
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Цена: 189420.00 T
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Описание: Similar to the way in which computer vision and computer graphics act as the dual fields that connect image processing in modern computer science, the field of image processing can be considered a crucial middle road between the vision and graphics fields. <br><br><em>Research Developments in Computer Vision and Image Processing: Methodologies and Applications</em> brings together various research methodologies and trends in emerging areas of application of computer vision and image processing. This book is useful for students, researchers, scientists, and engineers interested in the research developments of this rapidly growing field.

Research Developments In Biometrics And Video Processing Techniques

Автор: Srivastava, Singh & Shukla
Название: Research Developments In Biometrics And Video Processing Techniques
ISBN: 1466648686 ISBN-13(EAN): 9781466648685
Издательство: Mare Nostrum (Eurospan)
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Цена: 189420.00 T
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Описание: The advancement of security technologies has allowed information systems to store more crucial and sensitive data. With these advancements, organisations turn to physiological and behavioral methods of identification in order to guard against unwanted intrusion.Research Developments in Biometrics and Video Processing Techniques investigates advanced techniques in user identification and security, including retinal, facial, and finger print scans as well as signature and voice authentication models. Through its in-depth examination of computer vision applications and other biometric security technologies, this reference volume will provide researchers, engineers, developers, and students with insight into the latest research on enhanced security systems design and development.

Sparse Coding and Its Applications in Computer Vision

Автор: Huang Thomas S., Wang Zhaowen, Yang Jianchao
Название: Sparse Coding and Its Applications in Computer Vision
ISBN: 9814725048 ISBN-13(EAN): 9789814725040
Издательство: World Scientific Publishing
Цена: 89760.00 T
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Описание: This book provides a broader introduction to the theories and applications of sparse coding techniques in computer vision research.

Computer Vision In Robotics And Industrial Applications

Автор: Sankowski Dominik & Nowakowski Jacek
Название: Computer Vision In Robotics And Industrial Applications
ISBN: 9814583715 ISBN-13(EAN): 9789814583718
Издательство: World Scientific Publishing
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Цена: 195360.00 T
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Описание:

The book presents a collection of practical applications of image processing and analysis. Different vision systems are more often used among others in the automotive industry, pharmacy, military and police equipment, automated production and measurement systems. In each of these fields of technology, digital image processing and analysis module is a critical part of the process of building this type of system.

The majority of books in the market deal with theoretical issues. However, this unique publication specially highlights industrial applications, especially industrial measurement applications. Along with its wide spectrum of image processing and analysis applications, this book is an interesting reference for both students and professionals.



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