Grupos de investigación - Biometrics

- Sistemas biométricos para reconocimiento de personas. (Biometric systems for person recognition.) - Sistemas biométricos para monitorización de personas. (Biometric systems for person monitoring.) - Procesado y análisis de señales e imágenes. (Signal and image processing and analysis.) - Inteligencia Artificial aplicada. (Applied Artificial Intelligence.) - Seguridad y privacidad. (Security and privacy.)

Publicaciones más relevantes

A. Acien, A. Morales, J. V. Monaco, R. Vera-Rodriguez and J. Fierrez, "TypeNet: Deep Learning Keystroke Biometrics", IEEE Trans. on Biometrics, Behavior, and Identity Science, vol. 4, no. 1, pp. 57-70, January 2022. [https://doi.org/10.1109/TBIOM.2021.3112540] A. Morales, J. Fierrez, R. Vera-Rodriguez and R. Tolosana, "SensitiveNets: Learning Agnostic Representations with Application to Face Recognition", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 43, no. 6, pp. 2158-2164, June 2021. [https://doi.org/10.1109/TPAMI.2020.3015420] J. C. Neves, R. Tolosana, R. Vera-Rodriguez, V. Lopes, H. Proenca and J. Fierrez, "GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection", IEEE Journal of Selected Topics in Signal Processing, vol. 14, no. 5, pp. 1038-1048, August 2020. [https://doi.org/10.1109/JSTSP.2020.3007250] E. Gonzalez-Sosa, J. Fierrez, R. Vera-Rodriguez and F. Alonso-Fernandez, "Facial Soft Biometrics for Recognition in the Wild: Recent Works, Annotation and COTS Evaluation", IEEE Trans. on Information Forensics and Security, Vol. 13, n. 8, pp. 2001-2014, August 2018. [https://doi.org/10.1109/TIFS.2018.2807791] J. Galbally, S. Marcel and J. Fierrez, "Image Quality Assessment for Fake Biometric Detection: Application to Iris, Fingerprint and Face Recognition", IEEE Trans. on Image Processing, Vol. 23, n. 2, pp. 710-724, February 2014. [http://dx.doi.org/10.1109/TIP.2013.2292332]

Proyectos más relevantes

Title: Biometrics and Behavior for Unbiased and Trustworthy AI with Applications Type: Spanish National R&D Program Code: PID2021-127641OB-I00 Funding: ca. 273 Keuros Participants: Univ. Autonoma de Madrid and Univ. Politecnica de Madrid Period: January 2022 - December 2024 Principal investigator(s): Julian Fierrez and Aythami Morales Title: PRIMA - Privacy Matters Type: H2020 Marie Curie Initial Training Network Code: H2020-MSCA-ITN-2019-860315 Funding: ca. 4 Meuros (ca. 500 Keuros for UAM) Participants: 7 EU Institutions, including Univ. Autonoma de Madrid Period: January 2020 - December 2023 Principal investigator(s): Raymond Veldhuis (Ruben Vera-Rodriguez and Julian Fierrez for UAM) Title: BIBECA - Biometrics and Behavior for Context-Aware and Secure Human-Computer Interaction Type: Spanish National R&D Program (Retos) Code: RTI2018-101248-B-I00 Funding: ca. 230 Keuros Participants: Univ. Autonoma de Madrid Period: January 2019 - December 2021 Principal investigator(s): Julian Fierrez and Aythami Morales Title: BEAT - Biometrics Evaluation and Testing Type: FP7-SECURITY, CP-FP: Small or Medium-scale Focused Research Project Code: SEC-2011.5.1-1-284989 Funding: ca. 3.5 Meuros (ca. 530 Keuros for UAM) Participants: 10 EU Institutions, including Univ. Autonoma de Madrid Period: March 2012 - February 2016 Principal investigator(s): Sebastien Marcel (Julian Fierrez for UAM) Title: TABULA RASA - Trusted Biometrics under Spoofing Attacks Type: FP7-ICT, CP: Collaborative Project Code: FP7-ICT-257289 Funding: ca. 4 Meuros (ca. 369 Keuros for UAM) Participants: 12 EU Institutions, including Univ. Autonoma de Madrid Period: November 2010 - March 2014 Principal investigator(s): Sebastien Marcel (Julian Fierrez for UAM)