Publications

Papers

2024
Lessons learned in performing a trustworthy AI and fundamental rights assessment Journal
Boonstra, M., Bruneault, F., Chakraborty, S., Faber, T., Gallucci, A., Hickman, E., Kema, G., Kim, H., Kooiker, J., Hildt, E., & et al.
arXiv preprint arXiv:2404.14366
2023
Generating High-Resolution 3D Faces and Bodies Using VQ-VAE-2 with PixelSNAIL Networks on 2D Representations Journal
Gallucci, A., Znamenskiy, D., Long, Y., Pezzotti, N., & Petkovic, M.
Sensors 23(3), 1168
Lessons learned from assessing trustworthy AI in practice Journal
Vetter, D., Amann, J., Bruneault, F., Coffee, M., Düdder, B., Gallucci, A., Gilbert, T.K., Hagendorff, T., van Halem, I., Hickman, E., & et al.
Digital Society 2(3), 35
2022
How to assess trustworthy AI in practice Journal
Zicari, R.V., Amann, J., Bruneault, F., Coffee, M., Düdder, B., Hickman, E., Gallucci, A., Gilbert, T.K., Hagendorff, T., van Halem, I., & et al.
arXiv preprint arXiv:2206.09887
Assessing trustworthy AI in times of COVID-19: deep learning for predicting a multiregional score conveying the degree of lung compromise in COVID-19 patients Journal
Allahabadi, H., Amann, J., Balot, I., Beretta, A., Binkley, C., Bozenhard, J., Bruneault, F., Brusseau, J., Candemir, S., Cappellini, L.A., & et al.
IEEE Transactions on Technology and Society 3(4), 272–289
Generating High-Resolution 3D Faces Using VQ-VAE-2 with PixelSNAIL Networks Conference
Gallucci, A., Znamenskiy, D., Pezzotti, N., & Petkovic, M.
International Conference on Image Analysis and Processing (pp. 228–239)
Multiscale skin analysis and parametrization Journal
Gallucci, A.
2021
A latent space exploration for microscopic skin lesion augmentations with VQ-VAE-2 and PixelSNAIL Conference
Gallucci, A., Pezzotti, N., Znamenskiy, D., & Petkovic, M.
Medical Imaging 2021: Image Processing (pp. 796–808)
Applying Delaunay triangulation augmentation for deep learning facial expression generation and recognition Conference
Valev, H., Gallucci, A., Leufkens, T., Westerink, J., & Sas, C.
International Conference on Pattern Recognition (pp. 730–740)
Don’t Tear Your Hair Out: Analysis of the Impact of Skin Hair on the Diagnosis of Microscopic Skin Lesions Conference
Gallucci, A., Znamenskiy, D., Pezzotti, N., & Petkovic, M.
International Conference on Pattern Recognition (pp. 406–416)
On assessing trustworthy AI in healthcare. Machine learning as a supportive tool to recognize cardiac arrest in emergency calls Journal
Zicari, R.V., Brusseau, J., Blomberg, S.N., Christensen, H.C., Coffee, M., Ganapini, M.B., Gerke, S., Gilbert, T.K., Hickman, E., Hildt, E., & et al.
Frontiers in Human Dynamics 3, 673104
Co-design of a trustworthy AI system in healthcare: deep learning based skin lesion classifier Journal
Zicari, R.V., Ahmed, S., Amann, J., Braun, S.A., Brodersen, J., Bruneault, F., Brusseau, J., Campano, E., Coffee, M., Dengel, A., & et al.
Frontiers in Human Dynamics 3, 688152
2020
Prediction of 3D body parts from face shape and anthropometric measurements Journal
Gallucci, A., Znamenskiy, D., & Petkovic, M.
Journal of Image and Graphics 8(3), 67–77
Hair counting with deep learning Conference
Gallucci, A., Znamenskiy, D., Pezzotti, N., & Petkovic, M.
2020 International Conference on Biomedical Innovations and Applications (BIA) (pp. 5–9)

Patents

2026
Generation of multichannel audio signal and data signal representing a multichannel audio signal Patent
Schuijers, E.G.P. & Gallucci, A.
US Patent App. 19/110,167
2022
Estimating a surface area and/or volume of a body or a body part of a subject Patent
Znamenskiy, D.N., Heinrich, A., Gallucci, A., Ciuhu, C., Zeitouny, M., & Kooijman, G.
US Patent App. 17/609,023