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ORCIDJulian Fiérrez
Julian Fiérrez-Aguilar
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- affiliation: Autonomous University of Madrid (UAM), Biometric Recognition Group (ATVS)
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2020 – today
- 2022
[j84]Ahmad Hassanpour
, Majid Moradikia, Bian Yang, Ahmed Abdelhadi, Christoph Busch, Julian Fiérrez:
Differential Privacy Preservation in Robust Continual Learning. IEEE Access 10: 24273-24287 (2022)- [j83]Ahmad Hassanpour, Amir Etefaghi Daryani, Mahdieh Mirmahdi, Kiran B. Raja, Bian Yang, Christoph Busch, Julian Fiérrez:
E2F-GAN: Eyes-to-Face Inpainting via Edge-Aware Coarse-to-Fine GANs. IEEE Access 10: 32406-32417 (2022) - [j82]Ignacio Serna, Aythami Morales, Julian Fiérrez, Nick Obradovich:
Sensitive loss: Improving accuracy and fairness of face representations with discrimination-aware deep learning. Artif. Intell. 305: 103682 (2022) - [j81]Rubén Tolosana, Sergio Romero-Tapiador, Rubén Vera-Rodríguez, Ester Gonzalez-Sosa, Julian Fiérrez:
DeepFakes detection across generations: Analysis of facial regions, fusion, and performance evaluation. Eng. Appl. Artif. Intell. 110: 104673 (2022) - [j80]Javier Huertas-Tato, Alejandro Martín, Julian Fiérrez, David Camacho:
Fusing CNNs and statistical indicators to improve image classification. Inf. Fusion 79: 174-187 (2022) - [j79]Fernando Alonso-Fernandez, Kiran B. Raja, Ramachandra Raghavendra, Christoph Busch, Josef Bigün, Rubén Vera-Rodríguez, Julian Fiérrez:
Cross-sensor periocular biometrics in a global pandemic: Comparative benchmark and novel multialgorithmic approach. Inf. Fusion 83-84: 110-130 (2022) - [j78]Wasu Kudisthalert, Kitsuchart Pasupa, Aythami Morales, Julian Fiérrez:
SELM: Siamese extreme learning machine with application to face biometrics. Neural Comput. Appl. 34(14): 12143-12157 (2022) - [j77]Aythami Morales, Julian Fiérrez, Alejandro Acien, Rubén Tolosana, Ignacio Serna:
SetMargin loss applied to deep keystroke biometrics with circle packing interpretation. Pattern Recognit. 122: 108283 (2022) - [j76]Rubén Tolosana, Rubén Vera-Rodríguez, Carlos Gonzalez-Garcia, Julian Fiérrez, Aythami Morales, Javier Ortega-Garcia, Juan-Carlos Ruiz-Garcia, Sergio Romero-Tapiador, Santiago Rengifo, Miguel Caruana, Jiajia Jiang, Songxuan Lai, Lianwen Jin, Yecheng Zhu, Javier Galbally, Moisés Díaz, Miguel Ángel Ferrer, Marta Gomez-Barrero, Ilya A. Hodashinsky, Konstantin S. Sarin, Artem Slezkin, Marina Bardamova, Mikhail Svetlakov, Mohammad Saleem, Cintia Lia Szcs, Bence Kovári, Falk Pulsmeyer, Mohamad Wehbi, Dario Zanca, Sumaiya Ahmad, Sarthak Mishra, Suraiya Jabin:
SVC-onGoing: Signature verification competition. Pattern Recognit. 127: 108609 (2022) - [j75]Alejandro Acien, Aythami Morales, Julian Fiérrez, Rubén Vera-Rodríguez:
BeCAPTCHA-Mouse: Synthetic mouse trajectories and improved bot detection. Pattern Recognit. 127: 108643 (2022) - [j74]Alejandro Acien, Aythami Morales, John V. Monaco, Rubén Vera-Rodríguez, Julian Fiérrez:
TypeNet: Deep Learning Keystroke Biometrics. IEEE Trans. Biom. Behav. Identity Sci. 4(1): 57-70 (2022) - [c159]Ignacio Serna, Daniel DeAlcala, Aythami Morales Moreno, Julian Fiérrez, Javier Ortega-Garcia:
IFBiD: Inference-Free Bias Detection. SafeAI@AAAI 2022 - [c158]Javier Hernandez-Ortega, Julian Fiérrez, Luis F. Gomez, Aythami Morales, José Luís González-de-Suso, Francisco Zamora-Martínez:
FaceQvec: Vector Quality Assessment for Face Biometrics based on ISO Compliance. WACV (Workshops) 2022: 84-92 - [c157]Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Ignacio Serna, Aythami Morales:
OTB-morph: One-Time Biometrics via Morphing applied to Face Templates. WACV (Workshops) 2022: 321-329 - [p11]Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Aythami Morales, Javier Ortega-Garcia:
An Introduction to Digital Face Manipulation. Handbook of Digital Face Manipulation and Detection 2022: 3-26 - [p10]Javier Hernandez-Ortega, Rubén Tolosana, Julian Fiérrez, Aythami Morales:
DeepFakes Detection Based on Heart Rate Estimation: Single- and Multi-frame. Handbook of Digital Face Manipulation and Detection 2022: 255-273 - [p9]Rubén Tolosana, Christian Rathgeb, Rubén Vera-Rodríguez, Christoph Busch, Luisa Verdoliva, Siwei Lyu, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen, Peter Rot, Klemen Grm, Vitomir Struc, Antitza Dantcheva, Zahid Akhtar, Sergio Romero-Tapiador, Julian Fiérrez, Aythami Morales, Javier Ortega-Garcia, Els Kindt, Catherine Jasserand, Tarmo Kalvet, Marek Tiits:
Future Trends in Digital Face Manipulation and Detection. Handbook of Digital Face Manipulation and Detection 2022: 463-482 - [i74]Javier Hernandez-Ortega, Julian Fiérrez, Ignacio Serna, Aythami Morales:
FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment. CoRR abs/2201.00770 (2022) - [i73]Marcos Faúndez-Zanuy, Julian Fiérrez, Miguel A. Ferrer, Moisés Díaz, Rubén Tolosana, Réjean Plamondon:
Handwriting Biometrics: Applications and Future Trends in e-Security and e-Health. CoRR abs/2202.12760 (2022) - [i72]Fernando Alonso-Fernandez, Reuben A. Farrugia, Josef Bigün, Julian Fiérrez, Enrique González-Sosa:
A Survey of Super-Resolution in Iris Biometrics with Evaluation of Dictionary-Learning. CoRR abs/2203.14203 (2022) - [i71]Ester González-Sosa, Julian Fiérrez, Rubén Vera-Rodríguez, Fernando Alonso-Fernandez, Vishal M. Patel:
Exploring Body Texture from mmW Images for Person Recognition. CoRR abs/2203.15618 (2022) - [i70]Fernando Alonso-Fernandez, Reuben A. Farrugia, Julian Fiérrez, Josef Bigün:
Super-Resolution for Selfie Biometrics: Introduction and Application to Face and Iris. CoRR abs/2204.05688 (2022) - [i69]Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez:
BioTouchPass: Handwritten Passwords for Touchscreen Biometrics. CoRR abs/2205.01353 (2022) - [i68]Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Javier Ortega-Garcia:
Biometric Signature Verification Using Recurrent Neural Networks. CoRR abs/2205.02934 (2022) - [i67]Javier Galbally, Fernando Alonso-Fernandez, Julian Fiérrez, Javier Ortega-Garcia:
Fingerprint Liveness Detection Based on Quality Measures. CoRR abs/2207.04809 (2022) - [i66]Javier Galbally, Julian Fiérrez-Aguilar, Joaquin Rodriguez-Gonzalez, Fernando Alonso-Fernandez, Javier Ortega-Garcia, Marino Tapiador:
On the vulnerability of fingerprint verification systems to fake fingerprint attacks. CoRR abs/2207.04813 (2022) - [i65]Julian Fiérrez-Aguilar, Luis-Miguel Muñoz-Serrano, Fernando Alonso-Fernandez, Javier Ortega-Garcia:
On the Effects of Image Quality Degradation on Minutiae- and Ridge-Based Automatic Fingerprint Recognition. CoRR abs/2207.05447 (2022) - [i64]Fernando Alonso-Fernandez, Julian Fiérrez-Aguilar, Javier Ortega-Garcia:
A review of schemes for fingerprint image quality computation. CoRR abs/2207.05449 (2022) - [i63]Daniel DeAlcala, Aythami Morales, Rubén Tolosana, Alejandro Acien, Julian Fiérrez, Santiago Hernandez, Miguel A. Ferrer, Moisés Díaz:
Statistical Keystroke Synthesis for Improved Bot Detection. CoRR abs/2207.13394 (2022) - 2021
- [j73]Alfonso Ortega, Julian Fiérrez, Aythami Morales, Zilong Wang, Marina de la Cruz, César Luis Alonso, Tony Ribeiro:
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Explaining Biases in Machine Learning. Comput. 10(11): 154 (2021) - [j72]Alejandro Acien, Aythami Morales, Julian Fiérrez, Rubén Vera-Rodríguez, Oscar Delgado-Mohatar:
BeCAPTCHA: Behavioral bot detection using touchscreen and mobile sensors benchmarked on HuMIdb. Eng. Appl. Artif. Intell. 98: 104058 (2021) - [j71]Aythami Morales, Julian Fiérrez, Rubén Vera-Rodríguez, Rubén Tolosana:
SensitiveNets: Learning Agnostic Representations with Application to Face Images. IEEE Trans. Pattern Anal. Mach. Intell. 43(6): 2158-2164 (2021) - [j70]Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Javier Ortega-Garcia:
DeepSign: Deep On-Line Signature Verification. IEEE Trans. Biom. Behav. Identity Sci. 3(2): 229-239 (2021) - [c156]Javier Hernandez-Ortega, Rubén Tolosana, Julian Fiérrez, Aythami Morales:
DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation. SafeAI@AAAI 2021 - [c155]Rubén Tolosana, Paula Delgado-Santos, Andrés Perez-Uribe, Rubén Vera-Rodríguez, Julian Fiérrez, Aythami Morales:
DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations. AAAI 2021: 600-608 - [c154]Luis Felipe Gomez-Gomez, Aythami Morales, Juan Rafael Orozco-Arroyave, Roberto Daza, Julian Fiérrez:
Improving Parkinson Detection Using Dynamic Features From Evoked Expressions in Video. CVPR Workshops 2021: 1562-1570 - [c153]Javier Hernandez-Ortega, Julian Fiérrez, Ignacio Serna, Aythami Morales:
FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment. FG 2021: 1-8 - [c152]Rubén Tolosana, Rubén Vera-Rodríguez, Carlos Gonzalez-Garcia, Julian Fiérrez, Santiago Rengifo, Aythami Morales, Javier Ortega-Garcia, Juan-Carlos Ruiz-Garcia, Sergio Romero-Tapiador, Jiajia Jiang, Songxuan Lai, Lianwen Jin, Yecheng Zhu, Javier Galbally, Moisés Díaz, Miguel Ángel Ferrer, Marta Gomez-Barrero, Ilya A. Hodashinsky, Konstantin S. Sarin, Artem Slezkin, Marina Bardamova, Mikhail Svetlakov, Mohammad Saleem, Cintia Lia Szücs, Bence Kovári, Falk Pulsmeyer, Mohamad Wehbi, Dario Zanca, Sumaiya Ahmad, Sarthak Mishra, Suraiya Jabin:
ICDAR 2021 Competition on On-Line Signature Verification. ICDAR (4) 2021: 723-737 - [c151]Alejandro Peña, Aythami Morales, Ignacio Serna, Julian Fiérrez, Àgata Lapedriza:
Facial Expressions as a Vulnerability in Face Recognition. ICIP 2021: 2988-2992 - [c150]Julian Fiérrez:
Biases, Discrimination, and Fairness in Biometrics and Beyond. ICPRAM 2021: 5 - [c149]Alfonso Ortega, Julian Fiérrez, Aythami Morales, Zilong Wang, Tony Ribeiro:
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment. WACV (Workshops) 2021: 78-87 - [i62]Alejandro Acien, Aythami Morales, John V. Monaco, Rubén Vera-Rodríguez, Julian Fiérrez:
TypeNet: Deep Learning Keystroke Biometrics. CoRR abs/2101.05570 (2021) - [i61]Rubén Tolosana, Juan-Carlos Ruiz-Garcia, Rubén Vera-Rodríguez, Jaime Herreros-Rodriguez, Sergio Romero-Tapiador, Aythami Morales, Julian Fiérrez:
Child-Computer Interaction: Recent Works, New Dataset, and Age Detection. CoRR abs/2102.01405 (2021) - [i60]Philipp Terhörst, Jan Niklas Kolf, Marco Huber, Florian Kirchbuchner, Naser Damer, Aythami Morales, Julian Fiérrez, Arjan Kuijper:
A Comprehensive Study on Face Recognition Biases Beyond Demographics. CoRR abs/2103.01592 (2021) - [i59]Rubén Tolosana, Rubén Vera-Rodríguez, Carlos Gonzalez-Garcia, Julian Fiérrez, Santiago Rengifo, Aythami Morales, Javier Ortega-Garcia, Juan-Carlos Ruiz-Garcia, Sergio Romero-Tapiador, Jiajia Jiang, Songxuan Lai, Lianwen Jin, Yecheng Zhu, Javier Galbally, Moisés Díaz, Miguel A. Ferrer, Marta Gomez-Barrero, Ilya A. Hodashinsky, Konstantin S. Sarin, Artem Slezkin, Marina Bardamova, Mikhail Svetlakov, Mohammad Saleem, Cintia Lia Szücs, Bence Kovári, Falk Pulsmeyer, Mohamad Wehbi, Dario Zanca, Sumaiya Ahmad, Sarthak Mishra, Suraiya Jabin:
ICDAR 2021 Competition on On-Line Signature Verification. CoRR abs/2106.00739 (2021) - [i58]Wasu Kudisthalert, Kitsuchart Pasupa, Aythami Morales, Julian Fiérrez:
SELM: Siamese Extreme Learning Machine with Application to Face Biometrics. CoRR abs/2108.03140 (2021) - [i57]Rubén Tolosana, Rubén Vera-Rodríguez, Carlos Gonzalez-Garcia, Julian Fiérrez, Aythami Morales, Javier Ortega-Garcia, Juan-Carlos Ruiz-Garcia, Sergio Romero-Tapiador, Santiago Rengifo, Miguel Caruana, Jiajia Jiang, Songxuan Lai, Lianwen Jin, Yecheng Zhu, Javier Galbally, Moisés Díaz Cabrera, Miguel Ángel Ferrer, Marta Gomez-Barrero, Ilya A. Hodashinsky, Konstantin S. Sarin, Artem Slezkin, Marina Bardamova, Mikhail Svetlakov, Mohammad Saleem, Cintia Lia Szücs, Bence Kovári, Falk Pulsmeyer, Mohamad Wehbi, Dario Zanca, Sumaiya Ahmad, Sarthak Mishra, Suraiya Jabin:
SVC-onGoing: Signature Verification Competition. CoRR abs/2108.06090 (2021) - [i56]Aythami Morales, Julian Fiérrez, Alejandro Acien, Rubén Tolosana, Ignacio Serna:
SetMargin Loss applied to Deep Keystroke Biometrics with Circle Packing Interpretation. CoRR abs/2109.00938 (2021) - [i55]Ignacio Serna, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia:
IFBiD: Inference-Free Bias Detection. CoRR abs/2109.04374 (2021) - [i54]Virginia Ruiz-Albacete, Pedro Tome-Gonzalez, Fernando Alonso-Fernandez, Javier Galbally, Julian Fiérrez, Javier Ortega-Garcia:
Direct attacks using fake images in iris verification. CoRR abs/2111.00178 (2021) - [i53]Javier Galbally, Fernando Alonso-Fernandez, Julian Fiérrez, Javier Ortega-Garcia:
A high performance fingerprint liveness detection method based on quality related features. CoRR abs/2111.01898 (2021) - [i52]Javier Hernandez-Ortega, Julian Fiérrez, Luis F. Gomez, Aythami Morales, José Luís González-de-Suso, Francisco Zamora-Martínez:
FaceQvec: Vector Quality Assessment for Face Biometrics based on ISO Compliance. CoRR abs/2111.02078 (2021) - [i51]Julian Fiérrez, Javier Galbally, Javier Ortega-Garcia, Manuel R. Freire, Fernando Alonso-Fernandez, Daniel Ramos, Doroteo T. Toledano, Joaquin Gonzalez-Rodriguez, Juan A. Sigüenza, Javier Garrido Salas, E. Anguiano, Guillermo González de Rivera, Ricardo Ribalda, Marcos Faúndez-Zanuy, J. A. Ortega, Valentín Cardeñoso-Payo, A. Viloria, Carlos E. Vivaracho, Q. Isaac Moro, Juan J. Igarza, Jon Sánchez, Inmaculada Hernáez, Carlos Orrite-Uruñuela, Francisco Martínez-Contreras, Juan José Gracia-Roche:
BiosecurID: a multimodal biometric database. CoRR abs/2111.03472 (2021) - [i50]Fernando Alonso-Fernandez, Julian Fiérrez, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez, Hartwig Fronthaler, Klaus Kollreider, Josef Bigün:
A Comparative Study of Fingerprint Image-Quality Estimation Methods. CoRR abs/2111.07432 (2021) - [i49]Javier Ortega-Garcia, Julian Fiérrez, Fernando Alonso-Fernandez, Javier Galbally, Manuel R. Freire, Joaquin Gonzalez-Rodriguez, Carmen García-Mateo, José Luis Alba-Castro, Elisardo González-Agulla, Enrique Otero Muras, Sonia Garcia-Salicetti, Lorène Allano, Bao Ly-Van, Bernadette Dorizzi, Josef Kittler, Thirimachos Bourlai, Norman Poh, Farzin Deravi, Ming W. R. Ng, Michael C. Fairhurst, Jean Hennebert, Andreas Humm, Massimo Tistarelli, Linda Brodo, Jonas Richiardi, Andrzej Drygajlo, Harald Ganster, Federico M. Sukno, Sri-Kaushik Pavani, Alejandro Frangi, Lale Akarun, Arman Savran:
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). CoRR abs/2111.08702 (2021) - [i48]Norman Poh, Thirimachos Bourlai, Josef Kittler, Lorène Allano, Fernando Alonso-Fernandez, Onkar Ambekar, John P. Baker, Bernadette Dorizzi, Omolara Fatukasi, Julian Fiérrez, Harald Ganster, Javier Ortega-Garcia, Donald E. Maurer, Albert Ali Salah, Tobias Scheidat, Claus Vielhauer:
Benchmarking Quality-Dependent and Cost-Sensitive Score-Level Multimodal Biometric Fusion Algorithms. CoRR abs/2111.08703 (2021) - [i47]Fernando Alonso-Fernandez, Julian Fiérrez, Javier Ortega-Garcia:
Quality Measures in Biometric Systems. CoRR abs/2111.08704 (2021) - [i46]Javier Hernandez-Ortega, Julian Fiérrez, Aythami Morales, Javier Galbally:
Introduction to Presentation Attack Detection in Face Biometrics and Recent Advances. CoRR abs/2111.11794 (2021) - [i45]Aythami Morales, Julian Fiérrez, Javier Galbally, Marta Gomez-Barrero:
Introduction to Presentation Attack Detection in Iris Biometrics and Recent Advances. CoRR abs/2111.12465 (2021) - [i44]Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Ignacio Serna, Aythami Morales:
OTB-morph: One-Time Biometrics via Morphing applied to Face Templates. CoRR abs/2111.13213 (2021) - [i43]Roberto Daza, Daniel DeAlcala, Aythami Morales, Rubén Tolosana, Ruth Cobos, Julian Fiérrez:
ALEBk: Feasibility Study of Attention Level Estimation via Blink Detection applied to e-Learning. CoRR abs/2112.09165 (2021) - 2020
- [j69]Marcos Faúndez-Zanuy, Julian Fiérrez, Miguel A. Ferrer, Moisés Díaz Cabrera, Rubén Tolosana, Réjean Plamondon:
Handwriting Biometrics: Applications and Future Trends in e-Security and e-Health. Cogn. Comput. 12(5): 940-953 (2020) - [j68]Rubén Tolosana, Rubén Vera-Rodríguez, Richard M. Guest, Julian Fiérrez, Javier Ortega-Garcia:
Exploiting complexity in pen- and touch-based signature biometrics. Int. J. Document Anal. Recognit. 23(2): 129-141 (2020) - [j67]Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Aythami Morales, Javier Ortega-Garcia:
Deepfakes and beyond: A Survey of face manipulation and fake detection. Inf. Fusion 64: 131-148 (2020) - [j66]João C. Neves, Rubén Tolosana, Rubén Vera-Rodríguez, Vasco Lopes, Hugo Proença, Julian Fiérrez:
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection. IEEE J. Sel. Top. Signal Process. 14(5): 1038-1048 (2020) - [j65]Manuel J. Marín-Jiménez, Aythami Morales, Julian Fiérrez, Antonio Pertusa, Hugo Proença, José Salvador Sánchez:
Editorial for special section at Pattern Recognition Letters - IbPRIA 2019. Pattern Recognit. Lett. 133: 365 (2020) - [j64]Julian Fiérrez, Aythami Morales, Rubén Vera-Rodríguez, Manuel Montes-y-Gómez, Sergio A. Velastin:
Special Section: CIARP 2018. Pattern Recognit. Lett. 136: 317 (2020) - [j63]Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Javier Ortega-Garcia:
BioTouchPass2: Touchscreen Password Biometrics Using Time-Aligned Recurrent Neural Networks. IEEE Trans. Inf. Forensics Secur. 15: 2616-2628 (2020) - [j62]Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez:
BioTouchPass: Handwritten Passwords for Touchscreen Biometrics. IEEE Trans. Mob. Comput. 19(7): 1532-1543 (2020) - [c148]Ignacio Serna, Aythami Morales, Julian Fiérrez, Manuel Cebrián, Nick Obradovich, Iyad Rahwan:
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics. SafeAI@AAAI 2020: 146-152 - [c147]Javier Hernandez-Ortega, Roberto Daza, Aythami Morales, Julian Fiérrez, Rubén Tolosana:
Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBB. COMPSAC 2020: 172-177 - [c146]Oscar Delgado-Mohatar, Rubén Tolosana, Julian Fiérrez, Aythami Morales:
Blockchain in the Internet of Things: Architectures and Implementation. COMPSAC 2020: 1072-1077 - [c145]Alejandro Acien, Aythami Morales, Rubén Vera-Rodríguez, Julian Fiérrez:
Smartphone Sensors for Modeling Human-Computer Interaction: General Outlook and Research Datasets for User Authentication. COMPSAC 2020: 1273-1278 - [c144]Javier Hernandez-Ortega, Julian Fiérrez, Aythami Morales, David Diaz:
A Comparative Evaluation of Heart Rate Estimation Methods using Face Videos. COMPSAC 2020: 1438-1443 - [c143]Aythami Morales, Alejandro Acien, Julian Fiérrez, John V. Monaco, Rubén Tolosana, Rubén Vera-Rodríguez, Javier Ortega-Garcia:
Keystroke Biometrics in Response to Fake News Propagation in a Global Pandemic. COMPSAC 2020: 1604-1609 - [c142]Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez:
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment. CVPR Workshops 2020: 129-137 - [c141]Alejandro Acien, Aythami Morales, Rubén Vera-Rodríguez, Julian Fiérrez, John V. Monaco:
TypeNet: Scaling up Keystroke Biometrics. IJCB 2020: 1-7 - [c140]Pramuditha Perera, Julian Fiérrez, Vishal M. Patel:
Quickest Intruder Detection For Multiple User Active Authentication. ICIP 2020: 1341-1345 - [c139]Roberto Daza, Aythami Morales, Julian Fiérrez, Rubén Tolosana:
mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation. ICMI Companion 2020: 32-36 - [c138]Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez:
FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment. ICMI 2020: 760-761 - [c137]Rubén Tolosana, Sergio Romero-Tapiador, Julian Fiérrez, Rubén Vera-Rodríguez:
DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance. ICPR Workshops (5) 2020: 442-456 - [c136]Alejandro Peña, Julian Fiérrez, Aythami Morales, Àgata Lapedriza:
Learning Emotional-Blinded Face Representations. ICPR 2020: 3566-3573 - [c135]Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fiérrez:
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics. ICPR 2020: 3720-3727 - [c134]Giulia Orrù, Marco Micheletto, Julian Fiérrez, Gian Luca Marcialis:
Are Adaptive Face Recognition Systems still Necessary? Experiments on the APE Dataset. IPAS 2020: 77-82 - [i42]Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Aythami Morales, Javier Ortega-Garcia:
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection. CoRR abs/2001.00179 (2020) - [i41]Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Javier Ortega-Garcia:
BioTouchPass2: Touchscreen Password Biometrics Using Time-Aligned Recurrent Neural Networks. CoRR abs/2001.10223 (2020) - [i40]Alejandro Acien, Aythami Morales, Julian Fiérrez, Rubén Vera-Rodríguez, Ivan Bartolome:
Be-CAPTCHA: Detecting Human Behavior in Smartphone Interaction using Multiple Inbuilt Sensors. CoRR abs/2002.00918 (2020) - [i39]Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Javier Ortega-Garcia:
DeepSign: Deep On-Line Signature Verification. CoRR abs/2002.10119 (2020) - [i38]Oscar Delgado-Mohatar, Julian Fiérrez, Rubén Tolosana, Rubén Vera-Rodríguez:
Blockchain meets Biometrics: Concepts, Application to Template Protection, and Trends. CoRR abs/2003.09262 (2020) - [i37]Alejandro Acien, John V. Monaco, Aythami Morales, Rubén Vera-Rodríguez, Julian Fiérrez:
TypeNet: Scaling up Keystroke Biometrics. CoRR abs/2004.03627 (2020) - [i36]Oscar Delgado-Mohatar, Rubén Tolosana, Julian Fiérrez, Aythami Morales:
Blockchain in the Internet of Things: Architectures and Implementation. CoRR abs/2004.05817 (2020) - [i35]Ignacio Serna, Alejandro Peña, Aythami Morales, Julian Fiérrez:
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics. CoRR abs/2004.06592 (2020) - [i34]Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez:
Bias in Multimodal AI: Testbed for Fair Automatic Recruitment. CoRR abs/2004.07173 (2020) - [i33]Rubén Tolosana, Sergio Romero-Tapiador, Julian Fiérrez, Rubén Vera-Rodríguez:
DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance. CoRR abs/2004.07532 (2020) - [i32]Ignacio Serna, Aythami Morales, Julian Fiérrez, Manuel Cebrián, Nick Obradovich, Iyad Rahwan:
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning. CoRR abs/2004.11246 (2020) - [i31]Alejandro Acien, Aythami Morales, Julian Fiérrez, Rubén Vera-Rodríguez:
BeCAPTCHA-Mouse: Synthetic Mouse Trajectories and Improved Bot Detection. CoRR abs/2005.00890 (2020) - [i30]Aythami Morales, Alejandro Acien, Julian Fiérrez, John V. Monaco, Rubén Tolosana, Rubén Vera-Rodríguez, Javier Ortega-Garcia:
Keystroke Biometrics in Response to Fake News Propagation in a Global Pandemic. CoRR abs/2005.07688 (2020) - [i29]Javier Hernandez-Ortega, Julian Fiérrez, Aythami Morales, David Diaz:
A Comparative Evaluation of Heart Rate Estimation Methods using Face Videos. CoRR abs/2005.11101 (2020) - [i28]Alejandro Acien, Aythami Morales, Julian Fiérrez, Rubén Vera-Rodríguez, Oscar Delgado-Mohatar:
BeCAPTCHA: Bot Detection in Smartphone Interaction using Touchscreen Biometrics and Mobile Sensors. CoRR abs/2005.13655 (2020) - [i27]Alejandro Acien, Aythami Morales, Rubén Vera-Rodríguez, Julian Fiérrez:
Smartphone Sensors for Modeling Human-Computer Interaction: General Outlook and Research Datasets for User Authentication. CoRR abs/2006.00790 (2020) - [i26]Javier Hernandez-Ortega, Roberto Daza, Aythami Morales, Julian Fiérrez, Rubén Tolosana:
Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBB. CoRR abs/2006.00825 (2020) - [i25]Javier Hernandez-Ortega, Javier Galbally, Julian Fiérrez, Laurent Beslay:
Biometric Quality: Review and Application to Face Recognition with FaceQnet. CoRR abs/2006.03298 (2020) - [i24]Roberto Daza, Aythami Morales, Julian Fiérrez, Rubén Tolosana:
mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation. CoRR abs/2006.05327 (2020) - [i23]Pramuditha Perera, Julian Fiérrez, Vishal M. Patel:
Quickest Intruder Detection for Multiple User Active Authentication. CoRR abs/2006.11921 (2020) - [i22]Torsten Schlett, Christian Rathgeb, Olaf Henniger, Javier Galbally, Julian Fiérrez, Christoph Busch:
Face Image Quality Assessment: A Literature Survey. CoRR abs/2009.01103 (2020) - [i21]Rubén Tolosana, Paula Delgado-Santos, Andrés Perez-Uribe, Rubén Vera-Rodríguez, Julian Fiérrez, Aythami Morales:
DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations. CoRR abs/2009.06308 (2020) - [i20]Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez:
FairCVtest Demo: Understanding Bias in Multimodal Learning with a Testbed in Fair Automatic Recruitment. CoRR abs/2009.07025 (2020) - [i19]Alejandro Peña, Julian Fiérrez, Àgata Lapedriza, Aythami Morales:
Learning Emotional-Blinded Face Representations. CoRR abs/2009.08704 (2020) - [i18]Javier Hernandez-Ortega, Rubén Tolosana, Julian Fiérrez, Aythami Morales:
DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation. CoRR abs/2010.00400 (2020) - [i17]Giulia Orrù, Marco Micheletto, Julian Fiérrez, Gian Luca Marcialis:
Are Adaptive Face Recognition Systems still Necessary? Experiments on the APE Dataset. CoRR abs/2010.04072 (2020) - [i16]Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Àgata Lapedriza:
Facial Expressions as a Vulnerability in Face Recognition. CoRR abs/2011.08809 (2020) - [i15]Alfonso Ortega, Julian Fiérrez, Aythami Morales, Zilong Wang, Tony Ribeiro:
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment. CoRR abs/2012.00360 (2020) - [i14]