MicroVIP: Microscopy image simulation on the Virtual Imaging Platform - Physics, Radiobiology, Medical Imaging, and Simulation (PRIMES) Access content directly
Journal Articles SoftwareX Year : 2021

MicroVIP: Microscopy image simulation on the Virtual Imaging Platform

Abstract

MicroVIP is an open source software that assembles, in a unified web-application running on distributed computing resources, simulators of the main fluorescent microscopy imaging modalities (with existing codes or newly developed). MicroVIP provides realistic simulated images including several sources of noise (microfluidic blur effect, diffraction, Poisson noise, camera read out noise). MicroVIP also includes a module which simulates single cells with fluorescent markers and a module to analyze the simulated images with textural and pointillist feature spaces. MicroVIP is shown to be of value for supervised machine learning. It allow to automatically generate large sets of training images and virtual instrumentation to optimize the optical parameters before realizing real experiments.
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Dates and versions

hal-03619436 , version 1 (05-01-2024)

Licence

Attribution - NonCommercial

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Ahmad Ali, Guillaume Vanel, Sorina Camarasu-Pop, Axel Bonnet, Carole Frindel, et al.. MicroVIP: Microscopy image simulation on the Virtual Imaging Platform. SoftwareX, 2021, 16, pp.100854. ⟨10.1016/j.softx.2021.100854⟩. ⟨hal-03619436⟩
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