Super-compression of large electron microscopy time series by deep compressive sensing learning

Summary: The development of ultrafast detectors for electron microscopy (EM) opens a new door to exploring dynamics of nanomaterials; however, it raises grand challenges for big data processing and storage. Here, we combine deep learning and temporal compressive sensing (TCS) to propose a novel EM b...

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Bibliographic Details
Main Authors: Siming Zheng, Chunyang Wang, Xin Yuan, Huolin L. Xin
Format: Article
Language:English
Published: Elsevier 2021-07-01
Series:Patterns
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666389921001252