13th International Conference on Computer and Knowledge Engineering , 2023-11-01

Title : ( Computational Microscopy Based on Fourier Ptychography using Embedded Architecture )

Authors: Rezvan Mir , Abedin Vahedian Mazloum ,

Citation: BibTeX | EndNote

Abstract

Conventional imaging systems demonstrate a clear trade-off between resolution and field-of-view in acquired images. This review discusses a new method called Fourier Ptychography (FP), which leverages super-resolution to overcome this tradeoff in image generation. Specifically, FP sequentially captures low-resolution images under different illumination angles and stitches them in the frequency domain. The variety of angles enables access to multiple frequency regions. This method can be implemented on simple microscopes with an exchange of optical design complexity for computational complexity to achieve highquality imaging. This paper demonstrates how to use FP in a fast, robust, and low-cost manner. An experimental model using an embedded system, namely Raspberry Pi 4, a low-cost microscope, is proposed to achieve super-resolution enhancement and widefield imaging with sub-micron resolution. This microscopy can be assembled using a collection of readily available parts.

Keywords

, Fourier Ptychography, embedded system, super-resolution enhancement, sub-micron resolution
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@inproceedings{paperid:1097417,
author = {Mir, Rezvan and Vahedian Mazloum, Abedin},
title = {Computational Microscopy Based on Fourier Ptychography using Embedded Architecture},
booktitle = {13th International Conference on Computer and Knowledge Engineering},
year = {2023},
location = {مشهد, IRAN},
keywords = {Fourier Ptychography; embedded system; super-resolution enhancement; sub-micron resolution},
}

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%0 Conference Proceedings
%T Computational Microscopy Based on Fourier Ptychography using Embedded Architecture
%A Mir, Rezvan
%A Vahedian Mazloum, Abedin
%J 13th International Conference on Computer and Knowledge Engineering
%D 2023

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