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Автор: Peter Bajcsy, Joe Chalfoun, Mylene Simon
Издательство: Springer
ISBN: 3319633597
Год: 2018
Страниц: 211
Язык: английский
Формат: epub, pdf
Размер: 11.9 MB
This book looks at the increasing interest in running microscopy processing algorithms on big image data by presenting the theoretical and architectural underpinnings of a web image processing pipeline (WIPP). Software-based methods and infrastructure components for processing big data microscopy experiments are presented to demonstrate how information processing of repetitive, laborious and tedious analysis can be automated with a user-friendly system. Interactions of web system components and their impact on computational scalability, provenance information gathering, interactive display, and computing are explained in a top-down presentation of technical details.