CIVIT dataset: Integral microscopy with Fourier plane recording

This article describes a dataset of synthetic images representing biological scenery as captured by a Fourier Lightfield Microscope (FLMic). It includes 22,416 images related to eight scenes composed of 3D models of objects typical for biological samples, such as red blood cells and bacteria, and ca...

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Main Authors: Sergio Moreschini, Filipe Gama, Robert Bregovic, Atanas Gotchev
Format: Article
Language:English
Published: Elsevier 2023-02-01
Series:Data in Brief
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352340922010228
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author Sergio Moreschini
Filipe Gama
Robert Bregovic
Atanas Gotchev
author_facet Sergio Moreschini
Filipe Gama
Robert Bregovic
Atanas Gotchev
author_sort Sergio Moreschini
collection DOAJ
description This article describes a dataset of synthetic images representing biological scenery as captured by a Fourier Lightfield Microscope (FLMic). It includes 22,416 images related to eight scenes composed of 3D models of objects typical for biological samples, such as red blood cells and bacteria, and categorized into Cells and Filaments groups. For each scene, two types of image data structures are provided: 51 × 51 Elemental Images (EIs) representing Densely Sampled Light Fields (DSLF) and 201 images composing Z-Scans of the scenes. Auxiliary data also includes information about camera intrinsic and extrinsic calibration parameters, object descriptions, and MATLAB scripts for camera pose compensation. The images have been generated using Blender. The dataset can be used to develop and assess methods for volumetric reconstruction from Light Field (LF) images captured by a FLMic.
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spelling doaj.art-c2adb7dd8ce64bb6b0832c0ad2643ec22023-02-01T04:26:17ZengElsevierData in Brief2352-34092023-02-0146108819CIVIT dataset: Integral microscopy with Fourier plane recordingSergio Moreschini0Filipe Gama1Robert Bregovic2Atanas Gotchev3Tampere University, Korkeakoulunkatu 1, 33720 Tampere, FinlandTampere University, Korkeakoulunkatu 1, 33720 Tampere, FinlandCorresponding authors.; Tampere University, Korkeakoulunkatu 1, 33720 Tampere, FinlandTampere University, Korkeakoulunkatu 1, 33720 Tampere, FinlandThis article describes a dataset of synthetic images representing biological scenery as captured by a Fourier Lightfield Microscope (FLMic). It includes 22,416 images related to eight scenes composed of 3D models of objects typical for biological samples, such as red blood cells and bacteria, and categorized into Cells and Filaments groups. For each scene, two types of image data structures are provided: 51 × 51 Elemental Images (EIs) representing Densely Sampled Light Fields (DSLF) and 201 images composing Z-Scans of the scenes. Auxiliary data also includes information about camera intrinsic and extrinsic calibration parameters, object descriptions, and MATLAB scripts for camera pose compensation. The images have been generated using Blender. The dataset can be used to develop and assess methods for volumetric reconstruction from Light Field (LF) images captured by a FLMic.http://www.sciencedirect.com/science/article/pii/S2352340922010228Fourier lightfield microscopyLight fieldBlenderZ-scanZ-stackCells
spellingShingle Sergio Moreschini
Filipe Gama
Robert Bregovic
Atanas Gotchev
CIVIT dataset: Integral microscopy with Fourier plane recording
Data in Brief
Fourier lightfield microscopy
Light field
Blender
Z-scan
Z-stack
Cells
title CIVIT dataset: Integral microscopy with Fourier plane recording
title_full CIVIT dataset: Integral microscopy with Fourier plane recording
title_fullStr CIVIT dataset: Integral microscopy with Fourier plane recording
title_full_unstemmed CIVIT dataset: Integral microscopy with Fourier plane recording
title_short CIVIT dataset: Integral microscopy with Fourier plane recording
title_sort civit dataset integral microscopy with fourier plane recording
topic Fourier lightfield microscopy
Light field
Blender
Z-scan
Z-stack
Cells
url http://www.sciencedirect.com/science/article/pii/S2352340922010228
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AT robertbregovic civitdatasetintegralmicroscopywithfourierplanerecording
AT atanasgotchev civitdatasetintegralmicroscopywithfourierplanerecording