Zobrazeno 1 - 10
of 902
pro vyhledávání: '"Rodriguez, Ruben"'
Autor:
DeAndres-Tame, Ivan, Faisal, Muhammad, Tolosana, Ruben, Al-Refai, Rouqaiah, Vera-Rodriguez, Ruben, Terhörst, Philipp
Publikováno v:
27th International Conference on Pattern Recognition Workshops (ICPRw 2024)
Face Recognition (FR) has advanced significantly with the development of deep learning, achieving high accuracy in several applications. However, the lack of interpretability of these systems raises concerns about their accountability, fairness, and
Externí odkaz:
http://arxiv.org/abs/2409.16089
Autor:
Romero-Tapiador, Sergio, Tolosana, Ruben, Morales, Aythami, Lacruz-Pleguezuelos, Blanca, Pastor, Sofia Bosch, Marcos-Zambrano, Laura Judith, Bazán, Guadalupe X., Freixer, Gala, Vera-Rodriguez, Ruben, Fierrez, Julian, Ortega-Garcia, Javier, Espinosa-Salinas, Isabel, Pau, Enrique Carrillo de Santa
Early detection of chronic and Non-Communicable Diseases (NCDs) is crucial for effective treatment during the initial stages. This study explores the application of wearable devices and Artificial Intelligence (AI) in order to predict weight loss cha
Externí odkaz:
http://arxiv.org/abs/2409.08700
In 2021, the pioneering work on TypeNet showed that keystroke dynamics verification could scale to hundreds of thousands of users with minimal performance degradation. Recently, the KVC-onGoing competition has provided an open and robust experimental
Externí odkaz:
http://arxiv.org/abs/2405.01088
Autor:
DeAndres-Tame, Ivan, Tolosana, Ruben, Melzi, Pietro, Vera-Rodriguez, Ruben, Kim, Minchul, Rathgeb, Christian, Liu, Xiaoming, Morales, Aythami, Fierrez, Julian, Ortega-Garcia, Javier, Zhong, Zhizhou, Huang, Yuge, Mi, Yuxi, Ding, Shouhong, Zhou, Shuigeng, He, Shuai, Fu, Lingzhi, Cong, Heng, Zhang, Rongyu, Xiao, Zhihong, Smirnov, Evgeny, Pimenov, Anton, Grigorev, Aleksei, Timoshenko, Denis, Asfaw, Kaleb Mesfin, Low, Cheng Yaw, Liu, Hao, Wang, Chuyi, Zuo, Qing, He, Zhixiang, Shahreza, Hatef Otroshi, George, Anjith, Unnervik, Alexander, Rahimi, Parsa, Marcel, Sébastien, Neto, Pedro C., Huber, Marco, Kolf, Jan Niklas, Damer, Naser, Boutros, Fadi, Cardoso, Jaime S., Sequeira, Ana F., Atzori, Andrea, Fenu, Gianni, Marras, Mirko, Štruc, Vitomir, Yu, Jiang, Li, Zhangjie, Li, Jichun, Zhao, Weisong, Lei, Zhen, Zhu, Xiangyu, Zhang, Xiao-Yu, Biesseck, Bernardo, Vidal, Pedro, Coelho, Luiz, Granada, Roger, Menotti, David
Publikováno v:
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRw 2024)
Synthetic data is gaining increasing relevance for training machine learning models. This is mainly motivated due to several factors such as the lack of real data and intra-class variability, time and errors produced in manual labeling, and in some c
Externí odkaz:
http://arxiv.org/abs/2404.10378
Autor:
Ruiz-Garcia, Juan Carlos, Tolosana, Ruben, Vera-Rodriguez, Ruben, Morales, Aythami, Fierrez, Julian, Ortega-Garcia, Javier, Herreros-Rodriguez, Jaime
This article provides a comprehensive overview of recent research in the area of Child-Computer Interaction (CCI). The main contributions of the present article are two-fold. First, we present a novel longitudinal CCI database named ChildCIdbLong, wh
Externí odkaz:
http://arxiv.org/abs/2404.06919
Autor:
Shahreza, Hatef Otroshi, Ecabert, Christophe, George, Anjith, Unnervik, Alexander, Marcel, Sébastien, Di Domenico, Nicolò, Borghi, Guido, Maltoni, Davide, Boutros, Fadi, Vogel, Julia, Damer, Naser, Sánchez-Pérez, Ángela, EnriqueMas-Candela, Calvo-Zaragoza, Jorge, Biesseck, Bernardo, Vidal, Pedro, Granada, Roger, Menotti, David, DeAndres-Tame, Ivan, La Cava, Simone Maurizio, Concas, Sara, Melzi, Pietro, Tolosana, Ruben, Vera-Rodriguez, Ruben, Perelli, Gianpaolo, Orrù, Giulia, Marcialis, Gian Luca, Fierrez, Julian
Large-scale face recognition datasets are collected by crawling the Internet and without individuals' consent, raising legal, ethical, and privacy concerns. With the recent advances in generative models, recently several works proposed generating syn
Externí odkaz:
http://arxiv.org/abs/2404.04580
Autor:
Ruiz-Garcia, Juan Carlos, Hojas, Carlos, Tolosana, Ruben, Vera-Rodriguez, Ruben, Morales, Aythami, Fierrez, Julian, Ortega-Garcia, Javier, Herreros-Rodriguez, Jaime
Publikováno v:
International Journal on Document Analysis and Recognition (IJDAR), 2024
This article proposes a novel Children-Computer Interaction (CCI) approach for the task of age group detection. This approach focuses on the automatic analysis of the time series generated from the interaction of the children with mobile devices. In
Externí odkaz:
http://arxiv.org/abs/2403.04574
Haptic rendering of weight plays an essential role in naturalistic object interaction in virtual environments. While kinesthetic devices have traditionally been used for this aim by applying forces on the limbs, tactile interfaces acting on the skin
Externí odkaz:
http://arxiv.org/abs/2402.13120
Autor:
Ratschat, Alexandre L., Martín-Rodríguez, Rubén, Vardar, Yasemin, Ribbers, Gerard M., Marchal-Crespo, Laura
Object properties perceived through the tactile sense, such as weight, friction, and slip, greatly influence motor control during manipulation tasks. However, the provision of tactile information during robotic training in neurorehabilitation has not
Externí odkaz:
http://arxiv.org/abs/2402.12060
Autor:
Melzi, Pietro, Rathgeb, Christian, Tolosana, Ruben, Vera-Rodriguez, Ruben, Morales, Aythami, Lawatsch, Dominik, Domin, Florian, Schaubert, Maxim
Publikováno v:
Proceedings of the International Joint Conference on Biometrics 2023, special session on "Synthetic Data in Biometrics"
This study investigates the possibility of mitigating the demographic biases that affect face recognition technologies through the use of synthetic data. Demographic biases have the potential to impact individuals from specific demographic groups, an
Externí odkaz:
http://arxiv.org/abs/2402.01472