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Digital Holographic Microscopy and Python

Authors: Nishadh K A;

Digital Holographic Microscopy and Python

Abstract

Holograms are Interference, circular pattern of bright and dark lines surrounding an object due to light passage over it in 2D plane. The Hungarian-British physicist Dennis Gabor was awarded with Nobel Prize for inventing and applying this phenomenon for improving electron microscopy in 1971. These patterns contains 3 dimensional information of the object and computationally possible to reconstruct/simulate. Gives a method to image micrometer size tiny objects such as microorganism or bio molecules without any optical lenses and has immense application in low cost, lens less microscopy. Holopy, a python package for inference method of simulating 3d information from digital holograms. Objective of the poster is to introduce the holopy and demonstrate 3d simulation of 2-5 micrometer size particles from holographic image using Python code base. It also intended to explore the application of holographic microscopy combined with machine learning for air pollution monitoring.

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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