Using PGAN to Create Synthetic Face Images to Reduce Bias in Biometric Systems

Author:

Bozzitelli Andrea,Cavasinni di Benedetto Pia,De Marsico MariaORCID

Publisher

Springer Nature Switzerland

Reference27 articles.

1. Advances in Computer Vision and Pattern Recognition;G Balakrishnan,2021

2. European Commission: High-Level Expert Group on AI. Ethics guidelines for trustworthy AI (2019). https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai. Accessed 20 July 2023

3. Cook, C.M., Howard, J.J., Sirotin, Y.B., Tipton, J.L.: Fixed and varying effects of demographic factors on the performance of eleven commercial facial recognition systems. IEEE Trans. Biom. Behav. Identity Sci. 40(1), 2 (2019)

4. De Marsico, M., Nappi, M., Riccio, D., Wechsler, H.: Leveraging implicit demographic information for face recognition using a multi-expert system. Multimedia Tools Appl. 76(22), 23383–23411 (2017)

5. Di, X., Patel, V.M.: Multimodal face synthesis from visual attributes. IEEE Trans. Biom. Behav. Identity Sci. 3(3), 427–439 (2021)

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