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cff-version: 1.2.0
message: "If you use this software, please cite the paper below."
title: "SyS-AE: Symmetric Structural Auto-Encoder"
abstract: >-
Reference implementation of the Symmetric Structural Auto-Encoder (SyS-AE) for perceptually
preserving, low-complexity lossy image compression, applied to microgravity particle images
(PK4/COMPACT) as well as MNIST and Fashion-MNIST.
type: software
doi: "10.5281/zenodo.21573282"
authors:
- family-names: Staps
given-names: Daniel
orcid: "https://orcid.org/0009-0002-4459-4544"
repository-code: "https://github.com/danielstaps/SymmetricStructuralAE"
license: MIT
year: 2023
keywords:
- auto-encoder
- image compression
- structural similarity
- SSIM
- microgravity
preferred-citation:
type: conference-paper
title: "Compression of Particle Images for Inspection of Microgravity Experiments by Means of a Symmetric Structural Auto-Encoder"
authors:
- family-names: Staps
given-names: Daniel
orcid: "https://orcid.org/0009-0002-4459-4544"
- family-names: Kaden
given-names: Marika
- family-names: Auth
given-names: Jan
- family-names: Zaussinger
given-names: Florian
- family-names: Villmann
given-names: Thomas
collection-title: "2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)"
publisher:
name: IEEE
year: 2023
start: 1
end: 5
doi: "10.1109/WHISPERS61460.2023.10431286"