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DeepFace-Attention: Multimodal Face Biometrics for Attention Estimation with Application to e-Learning

R Daza, LF Gomez, J Fierrez, A Morales… - arxiv preprint arxiv …, 2024 - arxiv.org
This work introduces an innovative method for estimating attention levels (cognitive load)
using an ensemble of facial analysis techniques applied to webcam videos. Our method is …
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IMPROVE: Impact of Mobile Phones on Remote Online Virtual Education

R Daza, A Becerra, R Cobos, J Fierrez… - arxiv preprint arxiv …, 2024 - arxiv.org
This work presents the IMPROVE dataset, designed to evaluate the effects of mobile phone
usage on learners during online education. The dataset not only assesses academic …
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DeepFace-Attention: Enhancing Attention Level Estimation in E-Learning Environments using Face Biometrics

R Daza, LF Gomez, J Fierrez, A Morales… - IEEE …, 2024 - ieeexplore.ieee.org
This work introduces an innovative method for estimating attention levels (cognitive load)
using an ensemble of facial analysis techniques applied to webcam videos. Our method is …
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SMARTe-VR: Student Monitoring and Adaptive Response Technology for e-learning in Virtual Reality

R Daza, L Shengkai, A Morales, J Fierrez… - arxiv preprint arxiv …, 2025 - arxiv.org
This work introduces SMARTe-VR, a platform for student monitoring in an immersive virtual
reality environment designed for online education. SMARTe-VR is aimed to gather data for …
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