Titlebook: Web Microanalysis of Big Image Data; Peter Bajcsy,Joe Chalfoun,Mylene Simon Book 2018 Springer International Publishing AG 2018 Microscopy

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Introduction to Big Data Microscopy Experiments,This chapter introduces the key topics of this book, such as web image processing pipeline and big data experiments, and then presents topics of interest to the multiple disciplines of big image data. We also highlight challenges of big data experiments and the role of a web image processing pipeline in the quest for reproducible science.

語言學(xué)

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Example Use Cases,This chapter describes three use cases that leverage the functionalities in WIPP. The use cases focus on the following problems:.In each of these use cases, we highlight the step-by-step procedure to solve each problem and then explore the output results.

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Peter Bajcsy,Joe Chalfoun,Mylene SimonProvides web tools and introductory information about methods and infrastructure components for processing images from big data microscopy experiments.Offers design choices and tradeoffs in web image

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https://doi.org/10.1007/978-3-319-63360-2Microscopy imaging; Image analyses; Image stitching; Image segmentation; Image tracking; Image feature ex

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Functionality of Web Image Processing Pipeline,f three WIPP modules, such as image processing, image feature extraction, and statistical modeling modules. By providing functionality exercises, a reader can become familiar with the three modules of WIPP.

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Functionality of Web Image Processing Pipeline,f three WIPP modules, such as image processing, image feature extraction, and statistical modeling modules. By providing functionality exercises, a reader can become familiar with the three modules of WIPP.

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Components of Web Image Processing Pipeline,IPP generic usage scenario, we first map the WIPP functionality to information technologies that form a set of building blocks for client-server applications. Next, we describe the information technologies at a high level so that a reader gains some general understanding about designing web image processing pipelines.