output
20042026
most citedDeep Learning for Computer Vision based Activity Recognition and Fall Detection of the Elderly: a Systematic Review

87 citations

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4 papers · 1 filter

cs.CV2026★ 28 cited

Diagnosis Support of Sickle Cell Anemia by Classifying Red Blood Cell Shape in Peripheral Blood Images

Wilkie Delgado-Font, Miriela Escobedo-Nicot, Manuel González-Hidalgo +3

Red blood cell (RBC) deformation is the consequence of several diseases, including sickle cell anemia, which causes recurring episodes of pain and severe pronounced anemia. Monitor…

cs.CV2024★ 1 cited

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

F. Xavier Gaya-Morey, Silvia Ramis, Jose M. Buades-Rubio +1

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 i…

cs.CV2024★ 15 cited

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

F. Xavier Gaya-Morey, Silvia Ramis-Guarinos, Cristina Manresa-Yee +1

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 h…

cs.CV2024★ 87 cited

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

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

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 o…