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A Comprehensive Study on Face Recognition Biases Beyond Demographics


Mar 02, 2021
Philipp Terhörst, Jan Niklas Kolf, Marco Huber, Florian Kirchbuchner, Naser Damer, Aythami Morales, Julian Fierrez, Arjan Kuijper

* Under review in IEEE Transactions on Technology and Society 

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TypeNet: Deep Learning Keystroke Biometrics


Feb 18, 2021
Alejandro Acien, Aythami Morales, John V. Monaco, Ruben Vera-Rodriguez, Julian Fierrez

* arXiv admin note: substantial text overlap with arXiv:2004.03627 

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Child-Computer Interaction: Recent Works, New Dataset, and Age Detection


Feb 02, 2021
Ruben Tolosana, Juan Carlos Ruiz-Garcia, Ruben Vera-Rodriguez, Jaime Herreros-Rodriguez, Sergio Romero-Tapiador, Aythami Morales, Julian Fierrez


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Exploring Facial Expressions and Affective Domains for Parkinson Detection


Dec 11, 2020
Luis Felipe Gomez-Gomez, Aythami Morales, Julian Fierrez, Juan Rafael Orozco-Arroyave


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Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment


Dec 01, 2020
Alfonso Ortega, Julian Fierrez, Aythami Morales, Zilong Wang, Tony Ribeiro

* WACV21 Workshop on Explainable & Interpretable Artificial Intelligence for Biometrics (xAI4Biom) 

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Facial Expressions as a Vulnerability in Face Recognition


Nov 17, 2020
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fierrez, Agata Lapedriza


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DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation


Oct 06, 2020
Javier Hernandez-Ortega, Ruben Tolosana, Julian Fierrez, Aythami Morales


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Learning Emotional-Blinded Face Representations


Sep 18, 2020
Alejandro Peña, Julian Fierrez, Agata Lapedriza, Aythami Morales

* IAPR Intl. Conf. on Pattern Recognition, 2020 

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DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations


Sep 14, 2020
Ruben Tolosana, Paula Delgado-Santos, Andres Perez-Uribe, Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales


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FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment


Sep 12, 2020
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fierrez

* ACM Intl. Conf. on Multimodal Interaction (ICMI). arXiv admin note: substantial text overlap with arXiv:2004.07173 

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mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation


Jun 09, 2020
Roberto Daza, Aythami Morales, Julian Fierrez, Ruben Tolosana


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Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBB


Jun 01, 2020
Javier Hernandez-Ortega, Roberto Daza, Aythami Morales, Julian Fierrez, Ruben Tolosana

* Accepted in "IEEE Computer Society Signature Conference on Computers, Software and Applications (COMPSAC) 2020" 

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A Comparative Evaluation of Heart Rate Estimation Methods using Face Videos


May 22, 2020
Javier Hernandez-Ortega, Julian Fierrez, Aythami Morales, David Diaz

* Accepted in "IEEE International Workshop on Medical Computing (MediComp) 2020" 

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Keystroke Biometrics in Response to Fake News Propagation in a Global Pandemic


May 18, 2020
Aythami Morales, Alejandro Acien, Julian Fierrez, John V. Monaco, Ruben Tolosana, Ruben Vera-Rodriguez, Javier Ortega-Garcia

* IEEE International Workshop on Secure Digital Identity Management (SDIM) 2020 
* arXiv admin note: text overlap with arXiv:2004.03627 

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BeCAPTCHA-Mouse: Synthetic Mouse Trajectories and Improved Bot Detection


May 02, 2020
Alejandro Acien, Aythami Morales, Julian Fierrez, Ruben Vera-Rodriguez


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SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning


Apr 22, 2020
Ignacio Serna, Aythami Morales, Julian Fierrez, Manuel Cebrian, Nick Obradovich, Iyad Rahwan

* arXiv admin note: substantial text overlap with arXiv:1912.01842 

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TypeNet: Scaling up Keystroke Biometrics


Apr 19, 2020
Alejandro Acien, John V. Monaco, Aythami Morales, Ruben Vera-Rodriguez, Julian Fierrez


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InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics


Apr 15, 2020
Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fierrez


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Bias in Multimodal AI: Testbed for Fair Automatic Recruitment


Apr 15, 2020
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fierrez

* IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision, Washington, Seattle, USA, 2020 

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Blockchain in the Internet of Things: Architectures and Implementation


Apr 13, 2020
Oscar Delgado-Mohatar, Ruben Tolosana, Julian Fierrez, Aythami Morales

* in Proc. IEEE Computer Software and Applications Conference, COMPSAC, 2020 

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DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection


Jan 01, 2020
Ruben Tolosana, Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales, Javier Ortega-Garcia


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edBB: Biometrics and Behavior for Assessing Remote Education


Dec 10, 2019
Javier Hernandez-Ortega, Roberto Daza, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia

* Preprint of the paper presented to the Workshop on Artificial Intelligence for Education (AI4EDU) of AAAI 2020 

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Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics


Dec 04, 2019
Ignacio Serna, Aythami Morales, Julian Fierrez, Manuel Cebrian, Nick Obradovich, Iyad Rahwan


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Quality-based Pulse Estimation from NIR Face Video with Application to Driver Monitoring


May 20, 2019
Javier Hernandez-Ortega, Shigenori Nagae, Julian Fierrez, Aythami Morales

* Preprint of the paper presented to IbPRIA 2019 

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SensitiveNets: Learning Agnostic Representations with Application to Face Recognition


Feb 01, 2019
Aythami Morales, Julian Fierrez, Ruben Vera-Rodriguez


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MultiLock: Mobile Active Authentication based on Multiple Biometric and Behavioral Patterns


Jan 29, 2019
Alejandro Acien, Aythami Morales, Ruben Vera-Rodriguez, Julian Fierrez


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