eBook: Computer Vision for Microscopy Image Analysis (DRM EPUB)
 
電子書格式: DRM EPUB
作者: Mei Chen 
系列: Computer Vision and Pattern Recognition
分類: Pattern recognition ,
Computer vision  
書城編號: 20174911


售價: $1352.00

購買後立即進貨, 約需 1-4 天

 
 
製造商: Elsevier Science
出版日期: 2020/12/01
頁數: 228
ISBN: 9780128149737
 
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商品簡介
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.Discover how computer vision can automate and enhance the human assessment of microscopy images for discoveryGrasp the state-of-the-art approaches, especially deep neural networksLearn where to obtain open-source datasets and software to jumpstart his or her own investigation
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Mei Chen 作者作品表

Exotische Aromen: Authentische Asiatische Küche zum Verlieben (Paperback)

Computer Vision for Microscopy Image Analysis (Paperback)

eBook: Computer Vision for Microscopy Image Analysis (DRM PDF)

eBook: Computer Vision for Microscopy Image Analysis (DRM EPUB)

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