Institute of Combustion Technology for Aerospace Engineering

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31 to 40 of 265 Results

Nuisance - OOPObjs Nov 21, 2025 - DL Image Segmentation Database Jose, Basil; Geigle, Klaus Peter; Hampp, Fabian, 2025, "Nuisance - OOPObjs", https://doi.org/10.18419/DARUS-5183, DaRUS, V2 This dataset contains the database of Out Of Plane Objects (OOPObjs) extracted from PIV (Mie scattering) measurements within an RQL-type combustor. The database is one subclass utilised in the generation of synthetic training data via domain randomisation. The resulting dataset is subsequently used for training of DL-based image segmentation models...
README.md Nov 21, 2025 - Nuisance - OOPObjs Markdown Text - 722 B - MD5: 407581d5f92127c3d71b203132fcd2e3
QoI - Droplets Nov 21, 2025 - DL Image Segmentation Database Jose, Basil; Hampp, Fabian, 2025, "QoI - Droplets", https://doi.org/10.18419/DARUS-5200, DaRUS, V2 This dataset consists of a database of regular and distorted droplets with droplet clusters extracted from high-resolution shadowgraphy images in technical sprays. It serves as a subclass for generating synthetic training data via domain randomisation, which is subsequently used to train Deep Learning (DL) based image segmentation models. A more de...
distorted_dropplets.zip Nov 21, 2025 - QoI - Droplets ZIP Archive - 12.8 MB - MD5: 00f8936ec1301889d69b1d724776c850
image_2.png Nov 21, 2025 - QoI - Droplets PNG Image - 5.3 KB - MD5: 57227fdd4ab925a8edd96e4bafedd2e0
README.md Nov 21, 2025 - QoI - Droplets Markdown Text - 653 B - MD5: 661966fd77d492f393ce6b112364298b
QoI - Soot filaments Nov 21, 2025 - DL Image Segmentation Database Jose, Basil; Geigle, Klaus Peter; Hampp, Fabian, 2025, "QoI - Soot filaments", https://doi.org/10.18419/DARUS-5180, DaRUS, V2 This dataset contains the database of soot filaments extracted from PIV (Mie scattering) measurements, CFD simulations and generative models. The database is one subclass utilised in the generation of synthetic training data via domain randomisation. The resulting dataset is subsequently used for training of DL-based image segmentation models. For...
README.md Nov 21, 2025 - QoI - Soot filaments Markdown Text - 771 B - MD5: ba40767d686fc791dae09e194c1c2c02
QoI - Tracer particles Nov 21, 2025 - DL Image Segmentation Database Jose, Basil; Geigle, Klaus Peter; Hampp, Fabian, 2025, "QoI - Tracer particles", https://doi.org/10.18419/DARUS-5181, DaRUS, V2 This dataset contains the database of image snippets of dense clusters of PIV tracer particles (i.e. Mie scattering) marking the reactants within sooting flame measurements in an RQL-type combustor. The database is one subclass utilised in the generation of synthetic training data via domain randomisation. The resulting dataset is subsequently used...
README.md Nov 21, 2025 - QoI - Tracer particles Markdown Text - 748 B - MD5: 44fcbe336e15d514d65f5ae59914c78e

Nuisance - OOPObjs

Nov 21, 2025 - DL Image Segmentation Database

Jose, Basil; Geigle, Klaus Peter; Hampp, Fabian, 2025, "Nuisance - OOPObjs", https://doi.org/10.18419/DARUS-5183, DaRUS, V2

This dataset contains the database of Out Of Plane Objects (OOPObjs) extracted from PIV (Mie scattering) measurements within an RQL-type combustor. The database is one subclass utilised in the generation of synthetic training data via domain randomisation. The resulting dataset is subsequently used for training of DL-based image segmentation models...

README.md

Nov 21, 2025 - Nuisance - OOPObjs

Markdown Text - 722 B -

QoI - Droplets

Nov 21, 2025 - DL Image Segmentation Database

Jose, Basil; Hampp, Fabian, 2025, "QoI - Droplets", https://doi.org/10.18419/DARUS-5200, DaRUS, V2

This dataset consists of a database of regular and distorted droplets with droplet clusters extracted from high-resolution shadowgraphy images in technical sprays. It serves as a subclass for generating synthetic training data via domain randomisation, which is subsequently used to train Deep Learning (DL) based image segmentation models. A more de...

distorted_dropplets.zip

Nov 21, 2025 - QoI - Droplets

ZIP Archive - 12.8 MB -

image_2.png

Nov 21, 2025 - QoI - Droplets

PNG Image - 5.3 KB -

README.md

Nov 21, 2025 - QoI - Droplets

Markdown Text - 653 B -

QoI - Soot filaments

Nov 21, 2025 - DL Image Segmentation Database

Jose, Basil; Geigle, Klaus Peter; Hampp, Fabian, 2025, "QoI - Soot filaments", https://doi.org/10.18419/DARUS-5180, DaRUS, V2

This dataset contains the database of soot filaments extracted from PIV (Mie scattering) measurements, CFD simulations and generative models. The database is one subclass utilised in the generation of synthetic training data via domain randomisation. The resulting dataset is subsequently used for training of DL-based image segmentation models. For...

README.md

Nov 21, 2025 - QoI - Soot filaments

Markdown Text - 771 B -

QoI - Tracer particles

Nov 21, 2025 - DL Image Segmentation Database

Jose, Basil; Geigle, Klaus Peter; Hampp, Fabian, 2025, "QoI - Tracer particles", https://doi.org/10.18419/DARUS-5181, DaRUS, V2

This dataset contains the database of image snippets of dense clusters of PIV tracer particles (i.e. Mie scattering) marking the reactants within sooting flame measurements in an RQL-type combustor. The database is one subclass utilised in the generation of synthetic training data via domain randomisation. The resulting dataset is subsequently used...

README.md

Nov 21, 2025 - QoI - Tracer particles

Markdown Text - 748 B -

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