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2020 – today
- 2024
[j52]Giuseppe Stragapede
, Rubén Vera-Rodríguez, Ruben Tolosana, Aythami Morales, Naser Damer, Julian Fiérrez, Javier Ortega-Garcia:
Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation. IEEE Access 12: 1102-1116 (2024)- [j51]Ivan DeAndres-Tame, Ruben Tolosana, Rubén Vera-Rodríguez, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia:
How Good Is ChatGPT at Face Biometrics? A First Look Into Recognition, Soft Biometrics, and Explainability. IEEE Access 12: 34390-34401 (2024) - [j50]Roberto Daza, Luis F. Gomez, Julian Fiérrez, Aythami Morales, Ruben Tolosana, Javier Ortega-Garcia:
DeepFace-Attention: Multimodal Face Biometrics for Attention Estimation With Application to e-Learning. IEEE Access 12: 111343-111359 (2024) - [j49]Juan-Carlos Ruiz-Garcia, Ruben Tolosana, Rubén Vera-Rodríguez, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Jaime Herreros-Rodriguez:
Longitudinal Analysis and Quantitative Assessment of Child Development Through Mobile Interaction. IEEE Access 12: 117436-117449 (2024) - [j48]Miguel A. Ferrer, Abhijit Das, Moisés Díaz, Aythami Morales, Cristina Carmona-Duarte, Umapada Pal:
MDIW-13: a New Multi-Lingual and Multi-Script Database and Benchmark for Script Identification. Cogn. Comput. 16(1): 131-157 (2024) - [j47]Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Fadi Boutros, Naser Damer, Gianni Fenu, Mirko Marras:
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems. Inf. Fusion 107: 102322 (2024) - [j46]Alejandro Peña, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Iñigo Puente, Jorge Córdova, Gonzalo Cordova:
Continuous document layout analysis: Human-in-the-loop AI-based data curation, database, and evaluation in the domain of public affairs. Inf. Fusion 108: 102398 (2024) - [j45]Giuseppe Stragapede, Paula Delgado-Santos, Ruben Tolosana, Rubén Vera-Rodríguez, Richard M. Guest, Aythami Morales:
TypeFormer: transformers for mobile keystroke biometrics. Neural Comput. Appl. 36(29): 18531-18545 (2024) - [j44]Juan Manuel Rodriguez-Albala, Alejandro Peña, Pietro Melzi, Aythami Morales, Ruben Tolosana, Julian Fiérrez, Rubén Vera-Rodríguez, Javier Ortega-Garcia:
Spatio-temporal trajectory data modeling for fishing gear classification. Pattern Anal. Appl. 27(2): 42 (2024) - [j43]Roberto Daza, Aythami Morales, Julian Fiérrez, Ruben Tolosana, Rubén Vera-Rodríguez:
mEBAL2 database and benchmark: Image-based multispectral eyeblink detection. Pattern Recognit. Lett. 182: 83-89 (2024) - [c88]Álvaro Becerra, Javier Irigoyen, Roberto Daza, Ruth Cobos, Aythami Morales, Julian Fiérrez, Mutlu Cukurova:
Biometrics and Behavior Analysis for Detecting Distractions in e- Learning. SIIE 2024: 1-6 - [c87]Miriam Navarro, Álvaro Becerra, Roberto Daza, Ruth Cobos, Aythami Morales, Julian Fiérrez:
VAAD: Visual Attention Analysis Dashboard Applied to e-Learning. SIIE 2024: 1-6 - [c86]Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Gianni Fenu, Fadi Boutros, Mirko Marras, Naser Damer:
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. WACV (Workshops) 2024: 892-901 - [i79]Ivan DeAndres-Tame, Ruben Tolosana, Rubén Vera-Rodríguez, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia:
How Good is ChatGPT at Face Biometrics? A First Look into Recognition, Soft Biometrics, and Explainability. CoRR abs/2401.13641 (2024) - [i78]Giuseppe Stragapede, Rubén Vera-Rodríguez, Ruben Tolosana, Aythami Morales, Ivan DeAndres-Tame, Naser Damer, Julian Fiérrez, Javier Ortega-Garcia, Nahuel González, Andrei Shadrikov, Dmitrii Gordin, Leon Schmitt, Daniel Wimmer, Christoph Großmann, Joerdis Krieger, Florian Heinz, Ron Krestel, Christoffer Mayer, Simon Haberl, Helena Gschrey, Yosuke Yamagishi, Sanjay Saha, Sanka Rasnayaka, Sandareka Wickramanayake, Terence Sim, Weronika Gutfeter, Adam Baran, Mateusz Krzyszton, Przemyslaw Jaskola:
IEEE BigData 2023 Keystroke Verification Challenge (KVC). CoRR abs/2401.16559 (2024) - [i77]Pietro Melzi, Christian Rathgeb, Ruben Tolosana, Rubén Vera-Rodríguez, Aythami Morales, Dominik Lawatsch, Florian Domin, Maxim Schaubert:
Synthetic Data for the Mitigation of Demographic Biases in Face Recognition. CoRR abs/2402.01472 (2024) - [i76]Daniel DeAlcala, Aythami Morales, Gonzalo Mancera, Julian Fiérrez, Ruben Tolosana, Javier Ortega-Garcia:
Is my Data in your AI Model? Membership Inference Test with Application to Face Images. CoRR abs/2402.09225 (2024) - [i75]Juan-Carlos Ruiz-Garcia, Carlos Hojas, Ruben Tolosana, Rubén Vera-Rodríguez, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Jaime Herreros-Rodriguez:
Children Age Group Detection based on Human-Computer Interaction and Time Series Analysis. CoRR abs/2403.04574 (2024) - [i74]Juan-Carlos Ruiz-Garcia, Ruben Tolosana, Rubén Vera-Rodríguez, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Jaime Herreros-Rodriguez:
Longitudinal Analysis and Quantitative Assessment of Child Development through Mobile Interaction. CoRR abs/2404.06919 (2024) - [i73]Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti:
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR abs/2404.10378 (2024) - [i72]Eric Macias-Fassio, Aythami Morales, Cristina Pruenza, Julian Fiérrez:
Privacy-Preserving Statistical Data Generation: Application to Sepsis Detection. CoRR abs/2404.16638 (2024) - [i71]Álvaro Becerra, Javier Irigoyen, Roberto Daza, Ruth Cobos, Aythami Morales, Julian Fiérrez, Mutlu Cukurova:
Biometrics and Behavioral Modelling for Detecting Distractions in Online Learning. CoRR abs/2405.15434 (2024) - [i70]Miguel A. Ferrer, Abhijit Das, Moisés Díaz, Aythami Morales, Cristina Carmona-Duarte, Umapada Pal:
MDIW-13: a New Multi-Lingual and Multi-Script Database and Benchmark for Script Identification. CoRR abs/2405.18924 (2024) - [i69]Miriam Navarro, Álvaro Becerra, Roberto Daza, Ruth Cobos, Aythami Morales, Julian Fiérrez:
Visual Attention Analysis in Online Learning. CoRR abs/2405.20091 (2024) - [i68]Roberto Daza, Luis F. Gomez, Julian Fiérrez, Aythami Morales, Ruben Tolosana, Javier Ortega-Garcia:
DeepFace-Attention: Multimodal Face Biometrics for Attention Estimation with Application to e-Learning. CoRR abs/2408.05523 (2024) - [i67]Imanol Solano, Alejandro Peña, Aythami Morales, Julian Fiérrez, Ruben Tolosana, Francisco Zamora-Martínez, Javier San Agustin:
Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in Biometrics. CoRR abs/2409.01928 (2024) - 2023
- [j42]Sergio Romero-Tapiador, Ruben Tolosana, Aythami Morales, Julian Fiérrez, Rubén Vera-Rodríguez, Isabel Espinosa-Salinas, Gala Freixer, 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. IEEE Access 11: 112199-112211 (2023) - [j41]Sergio Romero-Tapiador, Blanca Lacruz-Pleguezuelos, Ruben 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) - [j40]Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Aythami Morales, Ignacio Serna:
OTB-morph: One-time Biometrics via Morphing. Mach. Intell. Res. 20(6): 855-871 (2023) - [j39]Giuseppe Stragapede, Rubén Vera-Rodríguez, Ruben Tolosana, Aythami Morales:
BehavePassDB: Public Database for Mobile Behavioral Biometrics and Benchmark Evaluation. Pattern Recognit. 134: 109089 (2023) - [j38]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) - [c85]Roberto Daza, Aythami Morales, Ruben Tolosana, Luis F. Gomez, Julian Fiérrez, Javier Ortega-Garcia:
edBB-Demo: Biometrics and Behavior Analysis for Online Educational Platforms. AAAI 2023: 16422-16424 - [c84]Javier Tello, Marina de la Cruz, Tony Ribeiro, Julian Fiérrez, Aythami Morales, Ruben Tolosana, César Luis Alonso, Alfonso Ortega:
Symbolic AI (LFIT) for XAI to handle biases. AEQUITAS@ECAI 2023 - [c83]Giuseppe Stragapede, Rubén Vera-Rodríguez, Ruben Tolosana, Aythami Morales, Ivan DeAndres-Tame, Naser Damer, Julian Fiérrez, Javier Ortega-Garcia, Nahuel González, Andrei Shadrikov, Dmitrii Gordin, Leon Schmitt, Daniel Wimmer, Christoph Großmann, Joerdis Krieger, Florian Heinz, Ron Krestel, Christoffer Mayer, Simon Haberl, Helena Gschrey, Yosuke Yamagishi, Sanjay Saha, Sanka Rasnayaka, Sandareka Wickramanayake, Terence Sim, Weronika Gutfeter, Adam Baran, Mateusz Krzyszton, Przemyslaw Jaskola:
IEEE BigData 2023 Keystroke Verification Challenge (KVC). IEEE Big Data 2023: 6092-6100 - [c82]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 - [c81]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 - [c80]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 - [c79]Luis F. Gomez, Julian Fiérrez, Aythami Morales, Mahdi Ghafourian, Ruben Tolosana, Imanol Solano, Alejandro Garcia, Francisco Zamora-Martínez:
PAD-Phys: Exploiting Physiology for Presentation Attack Detection in Face Biometrics. COMPSAC 2023: 1669-1674 - [c78]Daniel DeAlcala, Aythami Morales, Ruben 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 - [c77]Giuseppe Stragapede, Paula Delgado-Santos, Ruben Tolosana, Rubén Vera-Rodríguez, Richard M. Guest, Aythami Morales:
Mobile Keystroke Biometrics Using Transformers. FG 2023: 1-6 - [c76]Pietro Melzi, Juan Manuel Rodriguez-Albala, Aythami Morales, Ruben Tolosana, Julian Fiérrez, Rubén Vera-Rodríguez:
Fishing Gear Classification from Vessel Trajectories and Velocity Profiles: Database and Benchmark. IbPRIA 2023: 629-638 - [c75]Pietro Melzi, Christian Rathgeb, Ruben Tolosana, Rubén Vera-Rodríguez, Aythami Morales, Dominik Lawatsch, Florian Domin, Maxim Schaubert:
Synthetic Data for the Mitigation of Demographic Biases in Face Recognition. IJCB 2023: 1-9 - [c74]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 - [c73]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 - [c72]Álvaro Becerra, Roberto Daza, Ruth Cobos, Aythami Morales, Julian Fiérrez:
User Experience Study using a System for Generating MultiModal Learning Analytics Dashboards. Interacción 2023: 29:1-29:2 - [c71]Juan-Carlos Ruiz-Garcia, Ruben Tolosana, Rubén Vera-Rodríguez, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Jaime Herreros-Rodriguez:
ChildCIdb_v2: A Longitudinal Database for Children-Computer Interaction on Mobile Devices. WAMWB@MobileHCI 2023: 70-75 - [i66]Roberto Daza, Luis F. Gomez, Aythami Morales, Julian Fiérrez, Ruben Tolosana, Ruth Cobos, Javier Ortega-Garcia:
MATT: Multimodal Attention Level Estimation for e-learning Platforms. CoRR abs/2301.09174 (2023) - [i65]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) - [i64]Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Aythami Morales, Ignacio Serna:
OTB-morph: One-Time Biometrics via Morphing. CoRR abs/2302.09053 (2023) - [i63]Mahdi Ghafourian, Bilgesu Sumer, Rubén Vera-Rodríguez, Julian Fiérrez, Ruben Tolosana, Aythami Morales, Els Kindt:
Combining Blockchain and Biometrics: A Survey on Technical Aspects and a First Legal Analysis. CoRR abs/2302.10883 (2023) - [i62]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) - [i61]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) - [i60]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) - [i59]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) - [i58]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) - [i57]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) - [i56]Sergio Romero-Tapiador, Ruben 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) - [i55]Roberto Daza, Aythami Morales, Julian Fiérrez, Ruben Tolosana, Rubén Vera-Rodríguez:
mEBAL2 Database and Benchmark: Image-based Multispectral Eyeblink Detection. CoRR abs/2309.07880 (2023) - [i54]Luis F. Gomez, Julian Fiérrez, Aythami Morales, Mahdi Ghafourian, Ruben Tolosana, Imanol Solano, Alejandro Garcia, Francisco Zamora-Martínez:
PAD-Phys: Exploiting Physiology for Presentation Attack Detection in Face Biometrics. CoRR abs/2310.02140 (2023) - [i53]Mahdi Ghafourian, Julian Fiérrez, Rubén Vera-Rodríguez, Ruben Tolosana, Aythami Morales:
SaFL: Sybil-aware Federated Learning with Application to Face Recognition. CoRR abs/2311.04346 (2023) - [i52]Giuseppe Stragapede, Rubén Vera-Rodríguez, Ruben Tolosana, Aythami Morales, Naser Damer, Julian Fiérrez, Javier Ortega-Garcia:
Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation. CoRR abs/2311.06000 (2023) - [i51]Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Fadi Boutros, Naser Damer, Gianni Fenu, Mirko Marras:
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR abs/2311.10476 (2023) - 2022
- [j37]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) - [j36]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) - [j35]Aythami Morales, Julian Fiérrez, Alejandro Acien, Ruben Tolosana, Ignacio Serna:
SetMargin loss applied to deep keystroke biometrics with circle packing interpretation. Pattern Recognit. 122: 108283 (2022) - [j34]Ruben 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) - [j33]Alejandro Acien, Aythami Morales, Julian Fiérrez, Rubén Vera-Rodríguez:
BeCAPTCHA-Mouse: Synthetic mouse trajectories and improved bot detection. Pattern Recognit. 127: 108643 (2022) - [j32]Giuseppe Stragapede, Rubén Vera-Rodríguez, Ruben Tolosana, Aythami Morales, Alejandro Acien, Gaël Le Lan:
Mobile behavioral biometrics for passive authentication. Pattern Recognit. Lett. 157: 35-41 (2022) - [j31]Paula Delgado-Santos, Ruben Tolosana, Richard M. Guest, Rubén Vera-Rodríguez, Farzin Deravi, Aythami Morales:
GaitPrivacyON: Privacy-preserving mobile gait biometrics using unsupervised learning. Pattern Recognit. Lett. 161: 30-37 (2022) - [j30]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) - [j29]Ruben 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) - [c70]Ignacio Serna, Daniel DeAlcala, Aythami Morales Moreno, Julian Fiérrez, Javier Ortega-Garcia:
IFBiD: Inference-Free Bias Detection. SafeAI@AAAI 2022 - [c69]Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiao-Yu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti:
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CVPR Workshops 2022: 3173-3183 - [c68]Daniel DeAlcala, Gonzalo Mancera, Aythami Morales, Julian Fiérrez, Ruben Tolosana, Javier Ortega-Garcia:
A Comprehensive Analysis of Factors Impacting Membership Inference. CVPR Workshops 2022: 3585-3593 - [c67]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 - [c66]Giuseppe Stragapede, Rubén Vera-Rodríguez, Ruben 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 - [c65]Giuseppe Stragapede, Rubén Vera-Rodríguez, Ruben Tolosana, Aythami Morales, Alejandro Acien, Gaël Le Lan:
Mobile Passive Authentication through Touchscreen and Background Sensor Data. IWBF 2022: 1-6 - [c64]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 - [c63]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 - [p6]Ruben 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 - [p5]Javier Hernandez-Ortega, Ruben 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 - [p4]Ruben 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 - [e4]Cristina Carmona-Duarte, Moisés Díaz, Miguel A. Ferrer, Aythami Morales:
Intertwining Graphonomics with Human Movements - 20th International Conference of the International Graphonomics Society, IGS 2021, Las Palmas de Gran Canaria, Spain, June 7-9, 2022, Proceedings. Lecture Notes in Computer Science 13424, Springer 2022, ISBN 978-3-031-19744-4 [contents] - [d2]Miguel A. Ferrer, Abhijit Das, Moisés Díaz, Aythami Morales, Cristina Carmona-Duarte, Umapada Pal:
MDIW-13: New Database and Benchmark for Script Identification. Version 2. Zenodo, 2022 [all versions]
- [d1]Miguel A. Ferrer, Abhijit Das, Moisés Díaz, Aythami Morales, Cristina Carmona-Duarte, Umapada Pal:
MDIW-13: New Database and Benchmark for Script Identification. Version 1. Zenodo, 2022 [all versions] - [i50]Javier Hernandez-Ortega, Julian Fiérrez, Ignacio Serna, Aythami Morales:
FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment. CoRR abs/2201.00770 (2022) - [i49]Giuseppe Stragapede, Rubén Vera-Rodríguez, Ruben Tolosana, Aythami Morales, Alejandro Acien, Gaël Le Lan:
Mobile Behavioral Biometrics for Passive Authentication. CoRR abs/2203.07300 (2022) - [i48]Giuseppe Stragapede, Rubén Vera-Rodríguez, Ruben Tolosana, Aythami Morales:
BehavePassDB: Benchmarking Mobile Behavioral Biometrics. CoRR abs/2206.02502 (2022) - [i47]Giuseppe Stragapede, Paula Delgado-Santos, Ruben Tolosana, Rubén Vera-Rodríguez, Richard M. Guest, Aythami Morales:
Mobile Keystroke Biometrics Using Transformers. CoRR abs/2207.07596 (2022) - [i46]Daniel DeAlcala, Aythami Morales, Ruben Tolosana, Alejandro Acien, Julian Fiérrez, Santiago Hernandez, Miguel A. Ferrer, Moisés Díaz:
Statistical Keystroke Synthesis for Improved Bot Detection. CoRR abs/2207.13394 (2022) - [i45]Giuseppe Stragapede, Rubén Vera-Rodríguez, Ruben 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) - [i44]Sergio Romero-Tapiador, Ruben 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) - [i43]Roberto Daza, Aythami Morales, Ruben Tolosana, Luis F. Gomez, Julian Fiérrez, Javier Ortega-Garcia:
edBB-Demo: Biometrics and Behavior Analysis for Online Educational Platforms. CoRR abs/2211.09210 (2022) - [i42]Giuseppe Stragapede, Paula Delgado-Santos, Ruben Tolosana, Rubén Vera-Rodríguez, Richard M. Guest, Aythami Morales:
TypeFormer: Transformers for Mobile Keystroke Biometrics. CoRR abs/2212.13075 (2022) - 2021
- [j28]Aythami Morales, Francisco Martínez-Álvarez, Russell L. Woods:
Saccade Landing Point Prediction Based on Fine-Grained Learning Method. IEEE Access 9: 52474-52484 (2021) - [j27]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) - [j26]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) - [j25]Aythami Morales, Julian Fiérrez, Rubén Vera-Rodríguez, Ruben Tolosana:
SensitiveNets: Learning Agnostic Representations with Application to Face Images. IEEE Trans. Pattern Anal. Mach. Intell. 43(6): 2158-2164 (2021) - [c62]Javier Hernandez-Ortega, Ruben Tolosana, Julian Fiérrez, Aythami Morales:
DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation. SafeAI@AAAI 2021 - [c61]Ruben 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 - [c60]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 - [c59]