Manuel Lage Cañellas

According to our database, Manuel Lage Cañellas authored at least 20 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Thermal Imaging for Contactless Cardiorespiratory and Sudomotor Response Monitoring.

Constantino Álvarez Casado, Mohammad Rahman, Sasan Sharifipour, Nhi Nguyen, Manuel Lage Cañellas, Xiaoting Wu, Miguel Bordallo López

CoRR, February, 2026

2025

From Theory to Throughput: CUDA-Optimized APML for Large-Batch 3D Learning.

Sasan Sharifipour, Constantino Álvarez Casado, Manuel Lage Cañellas, Miguel Bordallo López

CoRR, December, 2025

Quality-Aware Framework for Video-Derived Respiratory Signals.

Nhi Nguyen, Constantino Álvarez Casado, Le Ngu Nguyen, Manuel Lage Cañellas, Miguel Bordallo López

CoRR, December, 2025

LiDAR-based Human Activity Recognition through Laplacian Spectral Analysis.

Sasan Sharifipour, Constantino Álvarez Casado, Le Ngu Nguyen, Tharindu Ekanayake, Manuel Lage Cañellas, Nhi Nguyen, Miguel Bordallo López

CoRR, September, 2025

Design, Implementation and Evaluation of a Real-Time Remote Photoplethysmography (rPPG) Acquisition System for Non-Invasive Vital Sign Monitoring.

Constantino Álvarez Casado, Sasan Sharifipour, Manuel Lage Cañellas, Nhi Nguyen, Le Ngu Nguyen, Miguel Bordallo López

CoRR, August, 2025

A self-supervised multimodal framework for 1D physiological data fusion in remote health monitoring.

Manuel Lage Cañellas, Constantino Álvarez Casado, Le Ngu Nguyen, Miguel Bordallo López

Inf. Fusion, 2025

Comparative Analysis of rPPG and Motion-Based Approaches for Heart and Respiration Rate Estimation from Videos.

Nhi Nguyen, Constantino Álvarez Casado, Le Ngu Nguyen, Manuel Lage Cañellas, Miguel Bordallo López

Proceedings of the Image Analysis - 23rd Scandinavian Conference, 2025

CSI2Depth: Spatio-Temporal Depth Images from Wi-Fi CSI Data via Transformer Networks and Conditional Generative Adversarial Networks.

Constantino Álvarez Casado, Manuel Lage Cañellas, Janne Mustaniemi, Matteo Pedone, Olli Silvén, Miguel Bordallo López

Proceedings of the Image Analysis - 23rd Scandinavian Conference, 2025

Beyond Black Boxes: Trustworthy and Energy-Efficient IoT Systems for Extended Lifespan and Reduced Bias in Remote Health Monitoring.

Constantino Álvarez Casado, Mehdi Safarpour, Le Nguyen, Jacobo Cabaleiro, Sasan Sharifipour, Praneeth Susarla, Manuel Lage Cañellas, Abhishek Kumar, Matteo Pedone, Miguel Bordallo López

Proceedings of the 2025 International Conference on Networking, 2025

Fusion of Handcrafted and Deep-Learned Cardiorespiratory Features for Breathing Pattern Classification.

Manuel Lage Cañellas, Constantino Álvarez Casado, Miika Malin, Nicoletta Prencipe, Sasan Sharifipour, Miguel Bordallo López

Proceedings of the 33rd European Signal Processing Conference, 2025

2024

Non-contact multimodal indoor human monitoring systems: A survey.

Le Ngu Nguyen, Praneeth Susarla, Anirban Mukherjee, Manuel Lage Cañellas, Constantino Álvarez Casado, Xiaoting Wu, Olli Silvén, Dinesh Babu Jayagopi, Miguel Bordallo López

Inf. Fusion, 2024

OMuSense-23: A Multimodal Dataset for Contactless Breathing Pattern Recognition and Biometric Analysis.

Manuel Lage Cañellas, Le Nguyen, Anirban Mukherjee, Constantino Álvarez Casado, Xiaoting Wu, Praneeth Susarla, Sasan Sharifipour, Dinesh Babu Jayagopi, Miguel Bordallo López

CoRR, 2024

Multi-objective Feature Selection in Remote Health Monitoring Applications.

Le Ngu Nguyen, Constantino Álvarez Casado, Manuel Lage Cañellas, Anirban Mukherjee, Nhi Nguyen, Dinesh Babu Jayagopi, Miguel Bordallo López

CoRR, 2024

Estimating Exercise-Induced Fatigue from Thermal Facial Images.

Manuel Lage Cañellas, Constantino Álvarez Casado, Le Nguyen, Miguel Bordallo López

Proceedings of the IEEE International Conference on Acoustics, 2024

Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes.

Constantino Álvarez Casado, Manuel Lage Cañellas, Matteo Pedone, Xiaoting Wu, Le Nguyen, Miguel Bordallo López

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Depression Recognition Using Remote Photoplethysmography From Facial Videos.

Constantino Álvarez Casado, Manuel Lage Cañellas, Miguel Bordallo López

IEEE Trans. Affect. Comput., 2023

Audio-Based Classification of Respiratory Diseases using Advanced Signal Processing and Machine Learning for Assistive Diagnosis Support.

Constantino Álvarez Casado, Manuel Lage Cañellas, Matteo Pedone, Xiaoting Wu, Miguel Bordallo López

CoRR, 2023

Estimating exercise-induced fatigue from thermal facial images.

Manuel Lage Cañellas, Constantino Álvarez Casado, Le Ngu Nguyen, Miguel Bordallo López

CoRR, 2023

2022

Improving Depression estimation from facial videos with face alignment, training optimization and scheduling.

Manuel Lage Cañellas, Constantino Álvarez Casado, Le Ngu Nguyen, Miguel Bordallo López

CoRR, 2022

Synchrony-based Depression Score Aggregation from Single-Modality Models.

Le Ngu Nguyen, Manuel Lage Cañellas, Constantino Álvarez Casado, Xiaoting Wu, Miguel Bordallo López

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022