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ORCIDManuel Lage Cañellas
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2020 – today
- 2026
[i12]Constantino Álvarez Casado, Mohammad Rahman, Sasan Sharifipour, Nhi Nguyen, Manuel Lage Cañellas, Xiaoting Wu, Miguel Bordallo López:
Thermal Imaging for Contactless Cardiorespiratory and Sudomotor Response Monitoring. CoRR abs/2602.12361 (2026)- 2025
- [j3]Manuel Lage Cañellas
, Constantino Álvarez Casado, Le Ngu Nguyen, Miguel Bordallo López:
A self-supervised multimodal framework for 1D physiological data fusion in remote health monitoring. Inf. Fusion 124: 103397 (2025) - [c7]Manuel Lage Cañellas, Constantino Álvarez Casado, Miika Malin, Nicoletta Prencipe, Sasan Sharifipour, Miguel Bordallo López:
Fusion of Handcrafted and Deep-Learned Cardiorespiratory Features for Breathing Pattern Classification. EUSIPCO 2025: 1627-1631 - [c6]Constantino Álvarez Casado, Mehdi Safarpour, Le Nguyen, Jacobo Cabaleiro, Sasan Sharifipour, Praneeth Susarla, Manuel Lage Cañellas, Abhishek Kumar, Matteo Pedone, Miguel Bordallo López:
Beyond Black Boxes: Trustworthy and Energy-Efficient IoT Systems for Extended Lifespan and Reduced Bias in Remote Health Monitoring. ICNSC 2025: 356-363 - [c5]Nhi Nguyen, Constantino Álvarez Casado, Le Ngu Nguyen, Manuel Lage Cañellas, Miguel Bordallo López:
Comparative Analysis of rPPG and Motion-Based Approaches for Heart and Respiration Rate Estimation from Videos. SCIA (2) 2025: 32-46 - [c4]Constantino Álvarez Casado, Manuel Lage Cañellas, Janne Mustaniemi, Matteo Pedone, Olli Silvén, Miguel Bordallo López:
CSI2Depth: Spatio-Temporal Depth Images from Wi-Fi CSI Data via Transformer Networks and Conditional Generative Adversarial Networks. SCIA (1) 2025: 368-382 - [i11]Constantino Álvarez Casado, Sasan Sharifipour, Manuel Lage Cañellas, Nhi Nguyen, Le Ngu Nguyen, Miguel Bordallo López:
Design, Implementation and Evaluation of a Real-Time Remote Photoplethysmography (rPPG) Acquisition System for Non-Invasive Vital Sign Monitoring. CoRR abs/2508.18787 (2025) - [i10]Sasan Sharifipour, Constantino Álvarez Casado, Le Ngu Nguyen, Tharindu Ekanayake, Manuel Lage Cañellas, Nhi Nguyen, Miguel Bordallo López:
LiDAR-based Human Activity Recognition through Laplacian Spectral Analysis. CoRR abs/2509.23255 (2025) - [i9]Nhi Nguyen, Constantino Álvarez Casado, Le Ngu Nguyen, Manuel Lage Cañellas, Miguel Bordallo López:
Quality-Aware Framework for Video-Derived Respiratory Signals. CoRR abs/2512.14093 (2025) - [i8]Sasan Sharifipour, Constantino Álvarez Casado, Manuel Lage Cañellas, Miguel Bordallo López:
From Theory to Throughput: CUDA-Optimized APML for Large-Batch 3D Learning. CoRR abs/2512.19743 (2025) - 2024
- [j2]Le Ngu Nguyen, Praneeth Susarla, Anirban Mukherjee, Manuel Lage Cañellas, Constantino Álvarez Casado, Xiaoting Wu, Olli Silvén, Dinesh Babu Jayagopi, Miguel Bordallo López:
Non-contact multimodal indoor human monitoring systems: A survey. Inf. Fusion 110: 102457 (2024) - [c3]Constantino Álvarez Casado, Manuel Lage Cañellas, Matteo Pedone, Xiaoting Wu, Le Nguyen, Miguel Bordallo López:
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes. EUSIPCO 2024: 1556-1560 - [c2]Manuel Lage Cañellas, Constantino Álvarez Casado, Le Nguyen, Miguel Bordallo López:
Estimating Exercise-Induced Fatigue from Thermal Facial Images. ICASSP 2024: 2800-2804 - [i7]Le Ngu Nguyen, Constantino Álvarez Casado, Manuel Lage Cañellas, Anirban Mukherjee, Nhi Nguyen, Dinesh Babu Jayagopi, Miguel Bordallo López:
Multi-objective Feature Selection in Remote Health Monitoring Applications. CoRR abs/2401.05538 (2024) - [i6]Manuel Lage Cañellas, Le Nguyen, Anirban Mukherjee, Constantino Álvarez Casado, Xiaoting Wu, Praneeth Susarla, Sasan Sharifipour, Dinesh Babu Jayagopi, Miguel Bordallo López:
OMuSense-23: A Multimodal Dataset for Contactless Breathing Pattern Recognition and Biometric Analysis. CoRR abs/2407.06137 (2024) - 2023
- [j1]Constantino Álvarez Casado, Manuel Lage Cañellas, Miguel Bordallo López:
Depression Recognition Using Remote Photoplethysmography From Facial Videos. IEEE Trans. Affect. Comput. 14(4): 3305-3316 (2023) - [i5]Manuel Lage Cañellas, Constantino Álvarez Casado, Le Ngu Nguyen, Miguel Bordallo López:
Estimating exercise-induced fatigue from thermal facial images. CoRR abs/2309.06095 (2023) - [i4]Constantino Álvarez Casado, Manuel Lage Cañellas, Matteo Pedone, Xiaoting Wu, Miguel Bordallo López:
Audio-Based Classification of Respiratory Diseases using Advanced Signal Processing and Machine Learning for Assistive Diagnosis Support. CoRR abs/2309.07183 (2023) - [i3]Le Ngu Nguyen, Praneeth Susarla, Anirban Mukherjee, Manuel Lage Cañellas, Constantino Álvarez Casado, Xiaoting Wu, Olli Silvén, Dinesh Babu Jayagopi, Miguel Bordallo López:
Non-contact Multimodal Indoor Human Monitoring Systems: A Survey. CoRR abs/2312.07601 (2023) - 2022
- [c1]Le Ngu Nguyen, Manuel Lage Cañellas, Constantino Álvarez Casado, Xiaoting Wu, Miguel Bordallo López:
Synchrony-based Depression Score Aggregation from Single-Modality Models. UbiComp/ISWC Adjunct 2022: 198-201 - [i2]Constantino Álvarez Casado, Manuel Lage Cañellas, Miguel Bordallo López:
Depression Recognition using Remote Photoplethysmography from Facial Videos. CoRR abs/2206.04399 (2022) - [i1]Manuel Lage Cañellas, Constantino Álvarez Casado, Le Ngu Nguyen, Miguel Bordallo López:
Improving Depression estimation from facial videos with face alignment, training optimization and scheduling. CoRR abs/2212.06400 (2022)
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