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Computer Vision for Microscopy Image Analysis, Chen, Mei


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Автор: Chen, Mei   (Мей Чен)
Название:  Computer Vision for Microscopy Image Analysis
Перевод названия: Мей Чен: Компьютерное зрение для анализа изображений микроскопии
ISBN: 9780128149720
Издательство: Elsevier Science
Классификация:

ISBN-10: 0128149728
Обложка/Формат: Paperback
Страницы: 350
Вес: 0.72 кг.
Дата издания: 01.06.2019
Серия: Computer vision and pattern recognition
Язык: English
Размер: 235 x 191 x 12
Основная тема: Communications engineering
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

High-throughput microscopy enables researchers to acquire thousands of images automatically over a short time, making it possible to conduct large-scale, image-based experiments for biological or biomedical discovery. However, visual analysis of large-scale image data is a daunting task. The post-acquisition component of high-throughput microscopy experiments calls for effective and efficient computer vision techniques.

Computer Vision for Microscopy Image Analysis provides a comprehensive and in-depth introduction to state-of-the-art computer vision techniques for microscopy image analysis, demonstrating how they can be effectively applied to biological and medical data.

The reader of the book will learn:

  • How computer vision analysis can automate and enhance human assessment of microscopy images for discovery
  • The important steps in microscopy image analysis
  • State-of-the-art methods for microscopy image analysis including machine learning and deep neural network approaches

This reference on the state-of-the-art computer vision methods in microscopy image analysis is suitable for researchers and graduate students interested in analyzing microscopy images or for developing toolsets for general biomedical image analysis applications.

  • Each topic contains a comprehensive overview of the field, followed by in-depth presentation of a state-of-the-art approach
  • Perspectives and content contributed by both technologists and biologists
  • Tackles specific problems of detection, segmentation, classification, tracking, cellular event detection
  • Contains the fundamentals of object measurement in microscopy images
  • Contains open source data and toolsets for microscopy image analysis on an accompanying website



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.

Decision forests for computer vision and medical image analysis

Название: Decision forests for computer vision and medical image analysis
ISBN: 1447149289 ISBN-13(EAN): 9781447149286
Издательство: Springer
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Цена: 22359.00 р.
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Описание: This practical, easy-to-follow book reviews the theoretical underpinnings of decision forests, organizing the existing literature in a new, general-purpose forest model. Includes exercises and experiments; slides, videos and more reside at a companion website.

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: Eduardo Bayro-Corrochano; Edwin Hancock
Название: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
ISBN: 3319125672 ISBN-13(EAN): 9783319125671
Издательство: Springer
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Цена: 15653.00 р.
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Описание: This book constitutes the refereed proceedings of the 19th Iberoamerican Congress on Pattern Recognition, CIARP 2014, held in Puerto Vallarta, Jalisco, Mexico, in November 2014. The papers are organized in topical sections on image coding, processing and analysis; pattern recognition and machine learning; neural networks for pattern recognition;

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

Автор: Alvaro Pardo; Josef Kittler
Название: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
ISBN: 3319257501 ISBN-13(EAN): 9783319257501
Издательство: Springer
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Цена: 12298.00 р.
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Описание: This book constitutes the refereed proceedings of the 20th Iberoamerican Congress on Pattern Recognition, CIARP 2015, held in Montevideo, Uruguay, in November 2015. The 95 papers presented were carefully reviewed and selected from 185 submissions. The papers are organized in topical sections on applications on pattern recognition;

Decision Forests for Computer Vision and Medical Image Analysis

Автор: Antonio Criminisi; J Shotton
Название: Decision Forests for Computer Vision and Medical Image Analysis
ISBN: 144716962X ISBN-13(EAN): 9781447169628
Издательство: Springer
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Цена: 17468.00 р.
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Описание: This practical, easy-to-follow book reviews the theoretical underpinnings of decision forests, organizing the existing literature in a new, general-purpose forest model. Includes exercises and experiments; slides, videos and more reside at a companion website.

Computer Vision: Specialized Processors for Real-Time Image Analysis

Автор: Eduard Montseny; Joan Frau
Название: Computer Vision: Specialized Processors for Real-Time Image Analysis
ISBN: 3540570160 ISBN-13(EAN): 9783540570165
Издательство: Springer
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Цена: 19564.00 р.
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Описание: Computer vision falls short of human vision in two respects: execution time and intelligent interpretation. Part 1 introduces different architectures for vision: associative and pyramid processors as examples of fine-grain machines and a workstation with bus-oriented network topology as an example of a multiprocessor system.

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: 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
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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.

Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing

Автор: Kamila Narendra Kumar
Название: Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing
ISBN: 1466686545 ISBN-13(EAN): 9781466686540
Издательство: Mare Nostrum (Eurospan)
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Цена: 37145.00 р.
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Описание: Whether an old photograph or a single video frame, there is a wealth of data hidden in a picture. Image processing and pattern analysis play a vital role in engineering science and can be applied in diverse areas to solve existing and practical problems.The Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing discusses the advances of image processing and pattern analysis and addresses how new innovations will cater to the demands of daily life. This handbook provides the resources necessary for technology developers, scientists, and policymakers to adopt and implement new inventions across the globe.The chapters presented in this publication encompass various aspects of recent image processing and pattern analysis innovations including, but not limited to, mobile image tracking, motion picture analysis, pattern classification, multisensory data fusion, 3D imaging, supporting routing protocols, brain computer interfaces, image restoration, and medical imaging.

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.

Multivariate Approximation

Автор: V. Temlyakov
Название: Multivariate Approximation
ISBN: 1108428754 ISBN-13(EAN): 9781108428750
Издательство: Cambridge Academ
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Цена: 15365.00 р.
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Описание: Starting from classical linear approximation, this is a self-contained presentation of modern multivariate approximation theory that explores its connections with other areas of mathematics. The prerequisites are no more than standard undergraduate mathematics, so the book will be accessible to graduate students and non-specialists.


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