The plugin wraps the Spidr implementation from here, which builds on top of the A-tSNE implementation from the HDILib.
To clone the plugin repo and all its dependencies:
git clone --recurse-submodule https://github.com/ManiVaultStudio/SpidrPlugin.git
Build the project with the same generator as the ManiVault core, see instructions here.
This plugin implements methods presented in Incorporating Texture Information into Dimensionality Reduction for High-Dimensional Images (2022), published at PacificVis 2022. A preprint is available on arXiv, the conference talk recording and other supplemental material are available here.
@InProceedings { VVLEH22,
author = "Vieth, Alexander and Vilanova, Anna and Lelieveldt, Boudewijn P.F. and Eisemann, Elmar and H\öllt, Thomas",
title = "Incorporating Texture Information into Dimensionality Reduction for High-Dimensional Images",
booktitle = "2022 15th IEEE Pacific Visualization Symposium (PacificVis)",
pages = "11-20",
year = "2022",
doi = "10.1109/PacificVis53943.2022.00010",
keywords = "Mathematics of computing, Dimensionality reduction, Human-centered computing, Visualization techniques, Human-centered computing, Visual analytics",
url = "http://graphics.tudelft.nl/Publications-new/2022/VVLEH22"
}