Publications

14 papers · 2 patents

Papers

14 publications — journal articles and conference papers, sorted newest first. Citations in APA 7th edition.

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

Patents

2 patent applications, sorted newest first. Citations in APA 7th edition.

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