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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
- 2023
[j92]Sergio Romero-Tapiador, Blanca Lacruz-Pleguezuelos, Rubén Tolosana, Gala Freixer, Roberto Daza, Cristina M. Fernández-Díaz, Elena Aguilar-Aguilar, Jorge Fernández-Cabezas, Silvia Cruz-Gil, Susana Molina, Maria Carmen Crespo, Teresa Laguna, Laura Judith Marcos-Zambrano, Rubén Vera-Rodríguez, Julian Fiérrez, Ana Ramírez de Molina, Javier Ortega-Garcia, Isabel Espinosa-Salinas, Aythami Morales, Enrique Carrillo-de Santa Pau:
AI4FoodDB: a database for personalized e-Health nutrition and lifestyle through wearable devices and artificial intelligence. Database J. Biol. Databases Curation 2023 (2023)- [j91]Christoph Busch, Farzin Deravi, Dinusha Frings, Els Kindt, Ralph Lessmann, Alexander Nouak, Jean Salomon, Mateus Achcar, Fernando Alonso-Fernandez, Daniel Bachenheimer, David Bethell, Josef Bigün, Matthew Brawley, Guido Brockmann, Enrique Cabello, Patrizio Campisi, Aleksandrs Cepilovs, Miles Clee, Mickey Cohen, Christian Croll, Andrzej Czyzewski, Bernadette Dorizzi, Martin Drahanský, Pawel Drozdowski, Catherine Fankhauser, Julian Fiérrez, Marta Gomez-Barrero, Georg Hasse, Richard M. Guest, Ekaterina Komleva, Sébastien Marcel, Gian Luca Marcialis
, Laurent Mercier, Emilio Mordini, Stefance Mouille, Pavlina Navratilova, Javier Ortega-Garcia, Dijana Petrovska, Norman Poh, Istvan Racz, Ramachandra Raghavendra, Christian Rathgeb, Christophe Remillet, Uwe Seidel, Luuk J. Spreeuwers, Brage Strand, Sirra Toivonen, Andreas Uhl:
Facilitating free travel in the Schengen area - A position paper by the European Association for Biometrics. IET Biom. 12(2): 112-128 (2023) - [j90]Fadi Boutros, Vitomir Struc, Julian Fiérrez, Naser Damer:
Synthetic data for face recognition: Current state and future prospects. Image Vis. Comput. 135: 104688 (2023) - [j89]Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Alfonso Ortega, Ainhoa Herrarte, Manuel Alcantara, Javier Ortega-Garcia:
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-Based Recruitment. SN Comput. Sci. 4(5): 434 (2023) - [c171]Roberto Daza, Aythami Morales, Rubén Tolosana, Luis F. Gomez, Julian Fiérrez, Javier Ortega-Garcia:
edBB-Demo: Biometrics and Behavior Analysis for Online Educational Platforms. AAAI 2023: 16422-16424 - [c170]Mahdi Ghafourian, Julian Fiérrez, Luis F. Gomez, Rubén Vera-Rodríguez, Aythami Morales, Zohra Rezgui, Raymond N. J. Veldhuis:
Toward Face Biometric De-identification using Adversarial Examples. COMPSAC 2023: 723-728 - [c169]Daniel DeAlcala, Ignacio Serna, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia:
Measuring Bias in AI Models: An Statistical Approach Introducing N-Sigma. COMPSAC 2023: 1167-1172 - [c168]Álvaro Becerra, Roberto Daza, Ruth Cobos, Aythami Morales, Mutlu Cukurova, Julian Fiérrez:
M2LADS: A System for Generating MultiModal Learning Analytics Dashboards. COMPSAC 2023: 1564-1569 - [c167]Luis F. Gomez, Julian Fiérrez, Aythami Morales, Mahdi Ghafourian, Rubén Tolosana, Imanol Solano, Alejandro Garcia, Francisco Zamora-Martínez:
PAD-Phys: Exploiting Physiology for Presentation Attack Detection in Face Biometrics. COMPSAC 2023: 1669-1674 - [c166]Daniel DeAlcala, Aythami Morales, Rubén Tolosana, Alejandro Acien, Julian Fiérrez, Santiago Hernandez, Miguel A. Ferrer, Moisés Díaz:
BeCAPTCHA-Type: Biometric Keystroke Data Generation for Improved Bot Detection. CVPR Workshops 2023: 1051-1060 - [c165]Pietro Melzi, Juan Manuel Rodriguez-Albala, Aythami Morales, Rubén Tolosana, Julian Fiérrez, Rubén Vera-Rodríguez:
Fishing Gear Classification from Vessel Trajectories and Velocity Profiles: Database and Benchmark. IbPRIA 2023: 629-638 - [c164]Alejandro Peña, Aythami Morales, Julian Fiérrez, Ignacio Serna, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova:
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs. ICDAR Workshops (1) 2023: 20-33 - [c163]Alejandro Peña, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Marcos Grande, Iñigo Puente, Jorge Córdova, Gonzalo Cordova:
Document Layout Annotation: Database and Benchmark in the Domain of Public Affairs. ICDAR Workshops (2) 2023: 123-138 - [c162]Pietro Melzi, Hatef Otroshi-Shahreza, Christian Rathgeb, Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Sébastien Marcel, Christoph Busch:
Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings. WACV (Workshops) 2023: 323-331 - [i102]Fernando Alonso-Fernandez, Julian Fiérrez-Aguilar, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez:
Secure access system using signature verification over tablet PC. CoRR abs/2301.04402 (2023) - [i101]Roberto Daza, Luis F. Gomez, Aythami Morales, Julian Fiérrez, Rubén Tolosana, Ruth Cobos, Javier Ortega-Garcia:
MATT: Multimodal Attention Level Estimation for e-learning Platforms. CoRR abs/2301.09174 (2023) - [i100]Mahdi Ghafourian, Julian Fiérrez, Luis Felipe Gomez-Gomez, Rubén Vera-Rodríguez, Aythami Morales, Zohra Rezgui, Raymond N. J. Veldhuis:
Toward Face Biometric De-identification using Adversarial Examples. CoRR abs/2302.03657 (2023) - [i99]Carlos Gonzalez-Garcia, Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Javier Ortega-Garcia:
Introduction to Presentation Attacks in Signature Biometrics and Recent Advances. CoRR abs/2302.08320 (2023) - [i98]Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Aythami Morales, Ignacio Serna:
OTB-morph: One-Time Biometrics via Morphing. CoRR abs/2302.09053 (2023) - [i97]Mahdi Ghafourian, Bilgesu Sumer, Rubén Vera-Rodríguez, Julian Fiérrez, Rubén Tolosana, Aythami Morales, Els Kindt:
Combining Blockchain and Biometrics: A Survey on Technical Aspects and a First Legal Analysis. CoRR abs/2302.10883 (2023) - [i96]Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Alfonso Ortega, Ainhoa Herrarte, Manuel Alcantara, Javier Ortega-Garcia:
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment. CoRR abs/2302.10908 (2023) - [i95]Javier Galbally, Julian Fiérrez, Raffaele Cappelli, Gian Luca Marcialis:
Introduction to Presentation Attack Detection in Fingerprint Biometrics. CoRR abs/2304.06723 (2023) - [i94]Daniel DeAlcala, Ignacio Serna, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia:
Measuring Bias in AI Models with Application to Face Biometrics: An Statistical Approach. CoRR abs/2304.13680 (2023) - [i93]Fadi Boutros, Vitomir Struc, Julian Fiérrez, Naser Damer:
Synthetic Data for Face Recognition: Current State and Future Prospects. CoRR abs/2305.01021 (2023) - [i92]Álvaro Becerra, Roberto Daza, Ruth Cobos, Aythami Morales, Mutlu Cukurova, Julian Fiérrez:
M2LADS: A System for Generating MultiModal Learning Analytics Dashboards in Open Education. CoRR abs/2305.12561 (2023) - [i91]Alejandro Peña, Aythami Morales, Julian Fiérrez, Ignacio Serna, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova:
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs. CoRR abs/2306.02864 (2023) - [i90]Alejandro Peña, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Marcos Grande, Iñigo Puente, Jorge Córdova, Gonzalo Cordova:
Document Layout Annotation: Database and Benchmark in the Domain of Public Affairs. CoRR abs/2306.10046 (2023) - [i89]Pietro Melzi, Rubén Tolosana, Rubén Vera-Rodríguez, Paula Delgado-Santos, Giuseppe Stragapede, Julian Fiérrez, Javier Ortega-Garcia:
Exploring Transformers for On-Line Handwritten Signature Verification. CoRR abs/2307.01663 (2023) - [i88]Álvaro Becerra, Roberto Daza, Ruth Cobos, Aythami Morales, Julian Fiérrez:
Estudio de la Experiencia de Usuario mediante un Sistema de Dashboards de Análisis de Aprendizaje Multimodal. CoRR abs/2307.10346 (2023) - [i87]Sergio Romero-Tapiador, Rubén Tolosana, Aythami Morales, Isabel Espinosa-Salinas, Gala Freixer, Julian Fiérrez, Rubén Vera-Rodríguez, Enrique Carrillo-de Santa Pau, Ana Ramírez de Molina, Javier Ortega-Garcia:
AI4Food-NutritionFW: A Novel Framework for the Automatic Synthesis and Analysis of Eating Behaviours. CoRR abs/2309.06308 (2023) - [i86]Roberto Daza, Aythami Morales, Julian Fiérrez, Rubén Tolosana, Rubén Vera-Rodríguez:
mEBAL2 Database and Benchmark: Image-based Multispectral Eyeblink Detection. CoRR abs/2309.07880 (2023) - 2022
- [j88]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) - [j87]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) - [j86]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) - [j85]Torsten Schlett, Christian Rathgeb, Olaf Henniger, Javier Galbally, Julian Fiérrez, Christoph Busch:
Face Image Quality Assessment: A Literature Survey. ACM Comput. Surv. 54(10s): 210:1-210:49 (2022) - [j84]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) - [j83]Imad Rida, Gian Luca Marcialis, Lunke Fei, Dan Istrate, Julian Fiérrez:
Guest editorial: Recent advances in representation learning for robust biometric recognition systems. IET Biom. 11(6): 531-533 (2022) - [j82]Javier Huertas-Tato, Alejandro Martín, Julian Fiérrez, David Camacho:
Fusing CNNs and statistical indicators to improve image classification. Inf. Fusion 79: 174-187 (2022) - [j81]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) - [j80]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) - [j79]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) - [j78]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 Szücs, Bence Kovári, Falk Pulsmeyer, Mohamad Wehbi, Dario Zanca, Sumaiya Ahmad, Sarthak Mishra, Suraiya Jabin:
SVC-onGoing: Signature verification competition. Pattern Recognit. 127: 108609 (2022) - [j77]Alejandro Acien, Aythami Morales, Julian Fiérrez, Rubén Vera-Rodríguez:
BeCAPTCHA-Mouse: Synthetic mouse trajectories and improved bot detection. Pattern Recognit. 127: 108643 (2022) - [j76]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) - [j75]Maria De Marsico, Julian Fiérrez, Arun Ross, Shiqi Yu, P. C. Yuen, Jianguo Zhang:
Special Section Guest Editorial. IEEE Trans. Biom. Behav. Identity Sci. 4(4): 451-452 (2022) - [j74]Rubén Tolosana, Juan-Carlos Ruiz-Garcia, Rubén Vera-Rodríguez, Jaime Herreros-Rodriguez, Sergio Romero-Tapiador, Aythami Morales, Julian Fiérrez:
Child-Computer Interaction With Mobile Devices: Recent Works, New Dataset, and Age Detection. IEEE Trans. Emerg. Top. Comput. 10(4): 2042-2054 (2022) - [c161]Ignacio Serna, Daniel DeAlcala, Aythami Morales Moreno, Julian Fiérrez, Javier Ortega-Garcia:
IFBiD: Inference-Free Bias Detection. SafeAI@AAAI 2022 - [c160]Moisés Díaz, Miguel A. Ferrer, Cristina Carmona-Duarte, Jose Juan Quintana, Aythami Morales, Julian Fiérrez, Réjean Plamondon:
Kinematic Synthesis for 3D Signatures. IJCB 2022: 1-7 - [c159]Giuseppe Stragapede, Rubén Vera-Rodríguez, Rubén Tolosana, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Sanka Rasnayaka, Sachith Seneviratne, Vipula Dissanayake, Jonathan Liebers, Ashhadul Islam, Samir Brahim Belhaouari, Sumaiya Ahmad, Suraiya Jabin:
IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C). IJCB 2022: 1-7 - [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 - [p12]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 - [p11]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 - [p10]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 - [i85]Javier Hernandez-Ortega, Julian Fiérrez, Ignacio Serna, Aythami Morales:
FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment. CoRR abs/2201.00770 (2022) - [i84]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) - [i83]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) - [i82]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) - [i81]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) - [i80]Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez:
BioTouchPass: Handwritten Passwords for Touchscreen Biometrics. CoRR abs/2205.01353 (2022) - [i79]Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Javier Ortega-Garcia:
Biometric Signature Verification Using Recurrent Neural Networks. CoRR abs/2205.02934 (2022) - [i78]Javier Galbally, Fernando Alonso-Fernandez, Julian Fiérrez, Javier Ortega-Garcia:
Fingerprint Liveness Detection Based on Quality Measures. CoRR abs/2207.04809 (2022) - [i77]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) - [i76]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) - [i75]Fernando Alonso-Fernandez, Julian Fiérrez-Aguilar, Javier Ortega-Garcia:
A review of schemes for fingerprint image quality computation. CoRR abs/2207.05449 (2022) - [i74]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) - [i73]Giuseppe Stragapede, Rubén Vera-Rodríguez, Rubén Tolosana, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Sanka Rasnayaka, Sachith Seneviratne, Vipula Dissanayake, Jonathan Liebers, Ashhadul Islam, Samir Brahim Belhaouari, Sumaiya Ahmad, Suraiya Jabin:
IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C). CoRR abs/2210.03072 (2022) - [i72]Fernando Alonso-Fernandez, Julian Fiérrez-Aguilar, Francisco del-Valle, Javier Ortega-Garcia:
On-line signature verification using Tablet PC. CoRR abs/2210.11135 (2022) - [i71]Fernando Alonso-Fernandez, Julian Fiérrez-Aguilar, Javier Ortega-Garcia:
Sensor interoperability and fusion in signature verification: A case study using tablet PC. CoRR abs/2210.11139 (2022) - [i70]Ester Gonzalez-Sosa, Julian Fiérrez, Rubén Vera-Rodríguez, Fernando Alonso-Fernandez:
Facial Soft Biometrics for Recognition in the Wild: Recent Works, Annotation, and COTS Evaluation. CoRR abs/2210.13129 (2022) - [i69]Sergio Romero-Tapiador, Rubén Tolosana, Aythami Morales, Isabel Espinosa-Salinas, Gala Freixer, Julian Fiérrez, Rubén Vera-Rodríguez, Javier Ortega-Garcia, Enrique Carrillo-de Santa Pau, Ana Ramírez de Molina:
AI4Food-NutritionDB: Food Image Database, Nutrition Taxonomy, and Recognition Benchmark. CoRR abs/2211.07440 (2022) - [i68]Roberto Daza, Aythami Morales, Rubén Tolosana, Luis F. Gomez, Julian Fiérrez, Javier Ortega-Garcia:
edBB-Demo: Biometrics and Behavior Analysis for Online Educational Platforms. CoRR abs/2211.09210 (2022) - [i67]Fernando Alonso-Fernandez, Julian Fiérrez, Daniel Ramos, Joaquin Gonzalez-Rodriguez:
Quality-Based Conditional Processing in Multi-Biometrics: Application to Sensor Interoperability. CoRR abs/2211.13554 (2022) - [i66]Hartwig Fronthaler, Klaus Kollreider, Josef Bigün, Julian Fiérrez, Fernando Alonso-Fernandez, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez:
Fingerprint Image-Quality Estimation and its Application to Multialgorithm Verification. CoRR abs/2211.13557 (2022) - [i65]Fernando Alonso-Fernandez, Julian Fiérrez-Aguilar, Hartwig Fronthaler, Klaus Kollreider, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez, Josef Bigün:
Combining multiple matchers for fingerprint verification: A case study in biosecure network of excellence. CoRR abs/2212.01906 (2022) - [i64]Javier Galbally, Julian Fiérrez, Fernando Alonso-Fernandez, Marcos Martinez-Diaz:
Evaluation of direct attacks to fingerprint verification systems. CoRR abs/2212.07575 (2022) - [i63]Fernando Alonso-Fernandez, Josef Bigün, Julian Fiérrez, Naser Damer, Hugo Proença, Arun Ross:
Periocular Biometrics: A Modality for Unconstrained Scenarios. CoRR abs/2212.13792 (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 Pérez-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]