Manuel Lage Cañellas

22 papers Misc 1Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Thermal Imaging for Contactless Cardiorespiratory and Sudomotor Response Monitoring.
CoRR
Constantino Álvarez Casado, Mohammad Rahman, Sasan Sharifipour, Nhi Nguyen, Manuel Lage Cañellas, Xiaoting Wu, Miguel Bordallo López
2025 J jnl
A self-supervised multimodal framework for 1D physiological data fusion in remote health monitoring.
Inf. Fusion
Manuel Lage Cañellas, Constantino Álvarez Casado, Le Ngu Nguyen, Miguel Bordallo López
2025 — conf
Beyond Black Boxes: Trustworthy and Energy-Efficient IoT Systems for Extended Lifespan and Reduced Bias in Remote Health Monitoring.
ICNSC
Constantino Álvarez Casado, Mehdi Safarpour, Le Nguyen, Jacobo Cabaleiro, Sasan Sharifipour, Praneeth Susarla, Manuel Lage Cañellas, Abhishek Kumar, Matteo Pedone, Miguel Bordallo López
2025 — conf
CSI2Depth: Spatio-Temporal Depth Images from Wi-Fi CSI Data via Transformer Networks and Conditional Generative Adversarial Networks.
SCIA (1)
Constantino Álvarez Casado, Manuel Lage Cañellas, Janne Mustaniemi, Matteo Pedone, Olli Silvén, Miguel Bordallo López
2025 — conf
Comparative Analysis of rPPG and Motion-Based Approaches for Heart and Respiration Rate Estimation from Videos.
SCIA (2)
Nhi Nguyen, Constantino Álvarez Casado, Le Ngu Nguyen, Manuel Lage Cañellas, Miguel Bordallo López
2025 J jnl
Design, Implementation and Evaluation of a Real-Time Remote Photoplethysmography (rPPG) Acquisition System for Non-Invasive Vital Sign Monitoring.
CoRR
Constantino Álvarez Casado, Sasan Sharifipour, Manuel Lage Cañellas, Nhi Nguyen, Le Ngu Nguyen, Miguel Bordallo López
2025 J jnl
From Theory to Throughput: CUDA-Optimized APML for Large-Batch 3D Learning.
CoRR
Sasan Sharifipour, Constantino Álvarez Casado, Manuel Lage Cañellas, Miguel Bordallo López
2025 — conf
Fusion of Handcrafted and Deep-Learned Cardiorespiratory Features for Breathing Pattern Classification.
EUSIPCO
Manuel Lage Cañellas, Constantino Álvarez Casado, Miika Malin, Nicoletta Prencipe, Sasan Sharifipour, Miguel Bordallo López
2025 J jnl
LiDAR-based Human Activity Recognition through Laplacian Spectral Analysis.
CoRR
Sasan Sharifipour, Constantino Álvarez Casado, Le Ngu Nguyen, Tharindu Ekanayake, Manuel Lage Cañellas, Nhi Nguyen, Miguel Bordallo López
2025 J jnl
Quality-Aware Framework for Video-Derived Respiratory Signals.
CoRR
Nhi Nguyen, Constantino Álvarez Casado, Le Ngu Nguyen, Manuel Lage Cañellas, Miguel Bordallo López
2024 Misc conf
Estimating Exercise-Induced Fatigue from Thermal Facial Images.
ICASSP
Manuel Lage Cañellas, Constantino Álvarez Casado, Le Nguyen, Miguel Bordallo López
2024 J jnl
Multi-objective Feature Selection in Remote Health Monitoring Applications.
CoRR
Le Ngu Nguyen, Constantino Álvarez Casado, Manuel Lage Cañellas, Anirban Mukherjee, Nhi Nguyen, Dinesh Babu Jayagopi, Miguel Bordallo López
2024 J jnl
Non-contact multimodal indoor human monitoring systems: A survey.
Inf. Fusion
Le Ngu Nguyen, Praneeth Susarla, Anirban Mukherjee, Manuel Lage Cañellas, Constantino Álvarez Casado, Xiaoting Wu, Olli Silvén, Dinesh Babu Jayagopi, Miguel Bordallo López
2024 J jnl
OMuSense-23: A Multimodal Dataset for Contactless Breathing Pattern Recognition and Biometric Analysis.
CoRR
Manuel Lage Cañellas, Le Nguyen, Anirban Mukherjee, Constantino Álvarez Casado, Xiaoting Wu, Praneeth Susarla, Sasan Sharifipour, Dinesh Babu Jayagopi, Miguel Bordallo López
2024 — conf
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes.
EUSIPCO
Constantino Álvarez Casado, Manuel Lage Cañellas, Matteo Pedone, Xiaoting Wu, Le Nguyen, Miguel Bordallo López
2023 J jnl
Audio-Based Classification of Respiratory Diseases using Advanced Signal Processing and Machine Learning for Assistive Diagnosis Support.
CoRR
Constantino Álvarez Casado, Manuel Lage Cañellas, Matteo Pedone, Xiaoting Wu, Miguel Bordallo López
2023 J jnl
Depression Recognition Using Remote Photoplethysmography From Facial Videos.
IEEE Trans. Affect. Comput.
Constantino Álvarez Casado, Manuel Lage Cañellas, Miguel Bordallo López
2023 J jnl
Estimating exercise-induced fatigue from thermal facial images.
CoRR
Manuel Lage Cañellas, Constantino Álvarez Casado, Le Ngu Nguyen, Miguel Bordallo López
2023 J jnl
Non-contact Multimodal Indoor Human Monitoring Systems: A Survey.
CoRR
Le Ngu Nguyen, Praneeth Susarla, Anirban Mukherjee, Manuel Lage Cañellas, Constantino Álvarez Casado, Xiaoting Wu, Olli Silvén, Dinesh Babu Jayagopi, Miguel Bordallo López
2022 J jnl
Depression Recognition using Remote Photoplethysmography from Facial Videos.
CoRR
Constantino Álvarez Casado, Manuel Lage Cañellas, Miguel Bordallo López
2022 J jnl
Improving Depression estimation from facial videos with face alignment, training optimization and scheduling.
CoRR
Manuel Lage Cañellas, Constantino Álvarez Casado, Le Ngu Nguyen, Miguel Bordallo López
2022 — conf
Synchrony-based Depression Score Aggregation from Single-Modality Models.
UbiComp/ISWC Adjunct
Le Ngu Nguyen, Manuel Lage Cañellas, Constantino Álvarez Casado, Xiaoting Wu, Miguel Bordallo López