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Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Ruben Vera-Rodriguez; Julian Fierrez; Aythami Mora


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Автор: Ruben Vera-Rodriguez; Julian Fierrez; Aythami Mora
Название:  Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
ISBN: 9783030134686
Издательство: Springer
Классификация:






ISBN-10: 3030134687
Обложка/Формат: Soft cover
Страницы: 987
Вес: 1.52 кг.
Дата издания: 2019
Серия: Image Processing, Computer Vision, Pattern Recognition, and Graphics
Язык: English
Издание: 1st ed. 2019
Иллюстрации: 272 illustrations, color; 313 illustrations, black and white; xxiii, 987 p. 585 illus., 272 illus. in color.
Размер: 234 x 156 x 51
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Подзаголовок: 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Machine Learning.- Data Augmentation via Variational Auto-Encoders.- LSTM-based Multi-scale Model for WindSpeed Forecasting.-Using deep learning to classify class imbalanced gene-expression microarrays datasets.-A data representation approach to support imbalanced data classification beased in TWSVM.- Improving regression models by dissimilarity representation of bio-chemical data.- A Comparative Study on Unsupervised Domain Adaption for Coffee Crop Mapping.- Analytical Comparison of Histogram Distance Measures.- Gaussian processes regression with multiple annotors.- Linear projection learned from hybrid CKA for enhancing distance-based classifiers.- Evaluation of Bag-of-Word performance for time series classification using discriminative SIFT-based mid-level representations.- Color classification methods for perennial weed detection in cereal crops.- Hierarchical graph-based segmentation in detection of object-related regions.- Dealing with heterogeneous Google Earth images on Building Area Detection task.- Evaluation of scale-aware realignments of hierarchical image segmentation.

Дополнительное описание: Machine Learning.- Data Augmentation via Variational Auto-Encoders.- LSTM-based Multi-scale Model for WindSpeed Forecasting.-Using deep learning to classify class imbalanced gene-expression microarrays datasets.-A data representation approach to support i



Linear Algebra and Learning from Data

Автор: Strang Gilbert
Название: Linear Algebra and Learning from Data
ISBN: 0692196382 ISBN-13(EAN): 9780692196380
Издательство: Cambridge Academ
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Цена: 9978.00 р.
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Описание: Linear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes Linear Algebra and Learning from Data, the first textbook that teaches linear algebra together with deep learning and neural nets. This readable yet rigorous textbook contains a complete course in the linear algebra and related mathematics that students need to know to get to grips with learning from data. Included are: the four fundamental subspaces, singular value decompositions, special matrices, large matrix computation techniques, compressed sensing, probability and statistics, optimization, the architecture of neural nets, stochastic gradient descent and backpropagation.

Progress in Pattern Recognition, Image Analysis and Applications

Автор: Jos? Ruiz-Shulcloper; Walter Kropatsch
Название: Progress in Pattern Recognition, Image Analysis and Applications
ISBN: 3540859195 ISBN-13(EAN): 9783540859192
Издательство: Springer
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Цена: 16070.00 р.
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Описание: Constitutes the refereed proceedings of the 13th Iberoamerican Congress on Pattern Recognition, CIARP 2008, held in Havana, Cuba, in September 2008. This title also includes papers that are organized in sections on signal analysis for characterization and filtering, analysis of shape and texture, analysis of speech and language, and data mining.

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: 23757.00 р.
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Описание: The 14th Iberoamerican Congress on Pattern Recognition (CIARP 2009, C- gresoIberoAmericanodeReconocimientodePatrones)formedthelatestofanow longseriesofsuccessfulmeetingsarrangedbytherapidlygrowingIberoamerican pattern recognition community.

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

Автор: C?sar Beltr?n-Casta??n; Ingela Nystr?m; Fazel Fami
Название: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
ISBN: 3319522760 ISBN-13(EAN): 9783319522760
Издательство: Springer
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Цена: 11179.00 р.
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Описание: This book constitutes the refereed post-conference proceedings of the 21st Iberoamerican Congress on Pattern Recognition, CIARP 2016, held in Lima, Peru, in November 2016. The 69 papers presented were carefully reviewed and selected from 131 submissions.

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

Автор: Jos? Ruiz-Shulcloper; Gabriella Sanniti di Baja
Название: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
ISBN: 3642418260 ISBN-13(EAN): 9783642418266
Издательство: Springer
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Цена: 6986.00 р.
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Описание: The papers are organized in topical sections on mathematical theory of PR, supervised and unsupervised classification, feature or instance selection for classification, image analysis and retrieval, signals analysis and processing, applications of pattern recognition, biometrics, video analysis, and data mining.

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

Автор: Mendoza
Название: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
ISBN: 3319751921 ISBN-13(EAN): 9783319751924
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book constitutes the refereed post-conference proceedings of the 22nd Iberoamerican Congress on Pattern Recognition, CIARP 2017, held in Valparaiso, Chile, in November 2017. The 87 papers presented were carefully reviewed and selected from 156 submissions.

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

Автор: Jos? Ruiz-Shulcloper; Gabriella Sanniti di Baja
Название: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
ISBN: 364241821X ISBN-13(EAN): 9783642418211
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
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Описание: The papers are organized in topical sections on mathematical theory of PR, supervised and unsupervised classification, feature or instance selection for classification, image analysis and retrieval, signals analysis and processing, applications of pattern recognition, biometrics, video analysis, and data mining.

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

Автор: Ingela Nystr?m; Yanio Hern?ndez Heredia; Vladimir
Название: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
ISBN: 3030339033 ISBN-13(EAN): 9783030339036
Издательство: Springer
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Цена: 13695.00 р.
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Описание: This book constitutes the refereed conference proceedings of the 24rd Iberoamerican Congress on Pattern Recognition, CIARP 2019, held in Havana, Cuba, in October 2019. The 70 papers presented were carefully reviewed and selected from 128 submissions. Mathematical Theory of Pattern Recognition;

Progress in Pattern Recognition, Image Analysis and Applications

Автор: Luis Rueda; Domingo Mery; Josef Kittler
Название: Progress in Pattern Recognition, Image Analysis and Applications
ISBN: 354076724X ISBN-13(EAN): 9783540767244
Издательство: Springer
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Цена: 16769.00 р.
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Описание: Constitutes the refereed proceedings of the 12th Iberoamerican Congress on Pattern Recognition, CIARP 2007, held in Valparaiso, Chile, November 13-16, 2007. This book includes papers that cover research and mathematical methods for pattern recognition, image analysis, and applications in such diverse areas as computer vision, industry, and health.

Progress in Pattern Recognition, Image Analysis and Applications

Автор: Alberto Sanfeliu; Jos? F. Mart?nez Trinidad; Jes?s
Название: Progress in Pattern Recognition, Image Analysis and Applications
ISBN: 3540235272 ISBN-13(EAN): 9783540235279
Издательство: Springer
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Цена: 16769.00 р.
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Описание: Constitutes the refereed proceedings of the 9th Iberoamerican Congress on Pattern Recognition, CIARP 2004, held in Puebla, Mexico in October 2004. This work addresses issues in pattern recognition, image analysis, and computer vision, including applications in areas like robotics, entertainment, space exploration, data mining, and others.

Face Processing And Applications To Distance Learning

Автор: Le Vuong Et Al
Название: Face Processing And Applications To Distance Learning
ISBN: 9814733024 ISBN-13(EAN): 9789814733021
Издательство: World Scientific Publishing
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Цена: 10296.00 р.
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Описание:

This special compendium provides a concise and unified vision of facial image processing. It addresses a collection of state-of-the-art techniques, covering the most important areas for facial biometrics and behavior analysis. These techniques also converge to serve an emerging practical application of interactive distance learning.

Readers will get a broad picture of the fundamental science of the field and technical details that make the research interesting. Moreover, the intellectual investigation motivated by the demand of real-life application will make this volume an inspiring read for current and prospective researchers and engineers in the fields of computer vision, machine learning and image processing.

Pattern Recognition Applications in Engineering

Автор: Diego Alexander et al
Название: Pattern Recognition Applications in Engineering
ISBN: 179981839X ISBN-13(EAN): 9781799818397
Издательство: Mare Nostrum (Eurospan)
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Цена: 28967.00 р.
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Описание: The implementation of data and information analysis has become a trending solution within multiple professions. New tools and approaches are continually being developed within data analysis to further solve the challenges that come with professional strategy. Pattern recognition is an innovative method that provides comparison techniques and defines new characteristics within the information acquisition process. Despite its recent trend, a considerable amount of research regarding pattern recognition and its various strategies is lacking.

Pattern Recognition Applications in Engineering is an essential reference source that discusses various strategies of pattern recognition algorithms within industrial and research applications and provides examples of results in different professional areas including electronics, computation, and health monitoring. Featuring research on topics such as condition monitoring, data normalization, and bio-inspired developments, this book is ideally designed for analysts; researchers; civil, mechanical, and electronic engineers; computing scientists; chemists; academicians; and students.


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