Výsledky vyhledávání - "Rubio, José M"

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Assessing the Efficacy of Deep Learning Approaches for Facial Expression Recognition in Individuals with Intellectual Disabilities

Autor: Gaya-Morey, F. Xavier, Ramis, Silvia, Buades-Rubio, Jose M., Manresa-Yee, Cristina

Facial expression recognition has gained significance as a means of imparting social robots with the capacity to discern the emotional states of users. The use of social robotics includes a variety of settings, including homes, nursing homes or dayca

Externí odkaz: http://arxiv.org/abs/2401.11877

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Unveiling the Human-like Similarities of Automatic Facial Expression Recognition: An Empirical Exploration through Explainable AI

Autor: Gaya-Morey, F. Xavier, Ramis-Guarinos, Silvia, Manresa-Yee, Cristina, Buades-Rubio, Jose M.

Facial expression recognition is vital for human behavior analysis, and deep learning has enabled models that can outperform humans. However, it is unclear how closely they mimic human processing. This study aims to explore the similarity between dee

Externí odkaz: http://arxiv.org/abs/2401.11835

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Local Agnostic Video Explanations: a Study on the Applicability of Removal-Based Explanations to Video

Autor: Gaya-Morey, F. Xavier, Buades-Rubio, Jose M., Manresa-Yee, Cristina

Explainable artificial intelligence techniques are becoming increasingly important with the rise of deep learning applications in various domains. These techniques aim to provide a better understanding of complex "black box" models and enhance user t

Externí odkaz: http://arxiv.org/abs/2401.11796

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Deep Learning for Computer Vision based Activity Recognition and Fall Detection of the Elderly: a Systematic Review

Autor: Gaya-Morey, F. Xavier, Manresa-Yee, Cristina, Buades-Rubio, Jose M.

Publikováno v: Gaya-Morey, F.X., Manresa-Yee, C. and Buades-Rubio, J.M. Deep learning for computer vision based activity recognition and fall detection of the elderly: a systematic review. Appl Intell 54, 8982-9007 (2024)

As the percentage of elderly people in developed countries increases worldwide, the healthcare of this collective is a worrying matter, especially if it includes the preservation of their autonomy. In this direction, many studies are being published

Externí odkaz: http://arxiv.org/abs/2401.11790

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