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检索条件"机构=Biometrics and Data Pattern Analytics Lab"
62 条 记 录,以下是41-50 订阅
排序:
GaitPrivacyON: Privacy-Preserving Mobile Gait biometrics using Unsupervised Learning
arXiv
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arXiv 2021年
作者: Delgado-Santos, Paula Tolosana, Ruben Guest, Richard Vera-Rodriguez, Ruben Deravi, Farzin Morales, Aythami School of Engineering University of Kent United Kingdom Biometrics and Data Pattern Analytics Lab Universidad Autonoma de Madrid Spain
Numerous studies in the literature have already shown the potential of biometrics on mobile devices for authentication purposes. However, it has been shown that, the learning processes associated to biometric systems ... 详细信息
来源: 评论
BeCAPTCHA-Type: Biometric Keystroke data Generation for Improved Bot Detection
arXiv
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arXiv 2022年
作者: DeAlcala, Daniel Morales, Aythami Tolosana, Ruben Acien, Alejandro Fierrez, Julian Hernandez, Santiago Ferrer, Miguel A. Diaz, Moises Biometrics and Data Pattern Analytics Lab Universidad Autonoma de Madrid Spain University Las Palmas Gran Canaria Spain
This work proposes a data driven learning model for the synthesis of keystroke biometric data. The proposed method is compared with two statistical approaches based on Universal and User-dependent models. These approa... 详细信息
来源: 评论
Keystroke biometrics in response to fake news propagation in a global pandemic
arXiv
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arXiv 2020年
作者: Morales, Aythami Acien, Alejandro Fierrez, Julian Monaco, John V. Tolosana, Ruben Vera-Rodriguez, Ruben Ortega-Garcia, Javier Biometrics and Data Pattern Analytics Lab Universidad Autonoma de Madrid Spain Naval Postgraduate School MonterreyCA United States
This work proposes and analyzes the use of keystroke biometrics for content de-anonymization. Fake news have become a powerful tool to manipulate public opinion, especially during major events. In particular, the mass... 详细信息
来源: 评论
Facial expressions as a vulnerability in face recognition
arXiv
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arXiv 2020年
作者: Peña, Alejandro Morales, Aythami Serna, Ignacio Fierrez, Julian Lapedriza, Agata Biometrics and Data Pattern Analytics Lab Universidad Autonoma de Madrid Spain Computer Science Dpt. eHealth Center Universitat Oberta de Catalunya Spain
This work explores facial expression bias as a security vulnerability of face recognition systems. Despite the great performance achieved by state-of-the-art face recognition systems, the algorithms are still sensitiv... 详细信息
来源: 评论
FaceGenderID: Exploiting Gender Information in DCNNs Face Recognition Systems
FaceGenderID: Exploiting Gender Information in DCNNs Face Re...
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IEEE Computer Society Conference on Computer Vision and pattern Recognition Workshops (CVPRW)
作者: Ruben Vera-Rodriguez Marta Blazquez Aythami Morales Ester Gonzalez-Sosa João C. Neves Hugo Proença Biometrics and Data Pattern Analytics - BiDA Lab Universidad Autonoma de Madrid Madrid Spain Nokia Bell Labs Madrid Spain University of Beira Interior Covilha Portugal
This paper addresses the effect of gender as a covariate in face verification systems. Even though pre-trained models based on Deep Convolutional Neural Networks (DCNNs), such as VGG-Face or ResNet-50, achieve very hi... 详细信息
来源: 评论
ChildCI Framework: Analysis of Motor and Cognitive Development in Children-Computer Interaction for Age Detection
arXiv
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arXiv 2022年
作者: Ruiz-Garcia, Juan Carlos Tolosana, Ruben Vera-Rodriguez, Ruben Fierrez, Julian Herreros-Rodriguez, Jaime The Biometrics and Data Pattern Analytics - BiDA Lab Escuela Politecnica Superior Universidad Autonoma de Madrid Madrid28049 Spain The Hospital Universitario Infanta Leonor Madrid28031 Spain
This article presents a comprehensive analysis of the different tests proposed in the recent ChildCI framework, proving its potential for generating a better understanding of children's neuromotor and cognitive de...
来源: 评论
Longitudinal Analysis and Quantitative Assessment of Child Development through Mobile Interaction
arXiv
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arXiv 2024年
作者: Ruiz-Garcia, Juan Carlos Tolosana, Ruben Vera-Rodriguez, Ruben Morales, Aythami Fierrez, Julian Ortega-Garcia, Javier Herreros-Rodriguez, Jaime The Biometrics and Data Pattern Analytics - BiDA Lab Escuela Politecnica Superior Universidad Autonoma de Madrid Madrid28049 Spain The Hospital Universitario Infanta Leonor Madrid28031 Spain
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... 详细信息
来源: 评论
Child-computer interaction: Recent works, new dataset, and age detection
arXiv
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arXiv 2021年
作者: Tolosana, Ruben Ruiz-Garcia, Juan Carlos Vera-Rodriguez, Ruben Herreros-Rodriguez, Jaime Romero-Tapiador, Sergio Morales, Aythami Fierrez, Julian Biometrics and Data Pattern Analytics - BiDA Lab Escuela Politecnica Superior Universidad Autonoma de Madrid Madrid28049 Spain Hospital Universitario Infanta Leonor Madrid28031 Spain
We overview recent research in Child-Computer Interaction and describe our framework ChildCI intended for: i) generating a better understanding of the cognitive and neuromotor development of children while interacting... 详细信息
来源: 评论
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection
arXiv
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arXiv 2019年
作者: Neves, João C. Tolosana, Ruben Vera-Rodriguez, Ruben Lopes, Vasco Proença, Hugo Fierrez, Julian NOVA-LINCS Portugal The Biometrics and Data Pattern Analytics - BiDA Lab Universidad Autonoma de Madrid Spain University of Beira Interior Portugal IT - Instituto de Telecomunicações Portugal
The availability of large-scale facial databases, together with the remarkable progresses of deep learning technologies, in particular Generative Adversarial Networks (GANs), have led to the generation of extremely re... 详细信息
来源: 评论
Children Age Group Detection based on Human-Computer Interaction and Time Series Analysis
arXiv
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arXiv 2024年
作者: Ruiz-Garcia, Juan Carlos Hojas, Carlos Tolosana, Ruben Vera-Rodriguez, Ruben Morales, Aythami Fierrez, Julian Ortega-Garcia, Javier Herreros-Rodriguez, Jaime The Biometrics and Data Pattern Analytics - BiDA Lab Escuela Politecnica Superior Universidad Autonoma de Madrid Madrid28049 Spain The Hospital Universitario Infanta Leonor Madrid28031 Spain
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 ... 详细信息
来源: 评论