Computer Vision for Microscopy Image Analysis

Language: English

Published by Elsevier Inc Dez 2020, 2020

0128149728 / 9780128149720

Series: Book 10 of 10 - Computer Vision and Pattern Recognition

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - Are you a computer scientist working on image analysis Are you a biologist seeking tools to process the microscopy data from image-based experiments Computer Vision for Microscopy Image Analysis provides a comprehensive and in-depth discussion of modern computer vision techniques, in particular deep learning, for microscopy image analysis that will advance your efforts.Progress in imaging techniques has enabled the acquisition of large volumes of microscopy data and made it possible to conduct large-scale, image-based experiments for biomedical discovery. The main challenge and bottleneck in such experiments is the conversion of 'big visual data' into interpretable information.Visual analysis of large-scale microscopy data is a daunting task. Computer vision has the potential to automate this task. One key advantage is that computers perform analysis more reproducibly and less subjectively than human annotators. Moreover, high-throughput microscopy calls for effective and efficient techniques as there are not enough human resources to advance science by manual annotation.This book articulates the strong need for biologists and computer vision experts to collaborate to overcome the limits of human visual perception, and devotes a chapter each to the major steps in analyzing microscopy images, such as detection and segmentation, classification, tracking, and event detection.

Seller Inventory # 9780128149720

Title
Computer Vision for Microscopy Image Analysis
Author
Mei Chen
Publisher
Elsevier Inc Dez 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0128149728
ISBN 13
9780128149720
Item weight
486 grams
Dimensions
233x192x20 mm
Series
Book 10 of 10: Computer Vision and Pattern Recognition

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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