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Manuel Lage Cañellas

Observed names: Cañellas, Manuel Lage, Lage Cañellas, Manuel, Manuel Lage Canellas
Observed institutions: Infotech Oulu, University of Oulu
ORCID: 0000-0002-4917-340X
Observed ORCID: 0000-0002-4917-340X
OpenAlex ID: A5057814420
Depression Recognition Using Remote Photoplethysmography From Facial Videos
2023 · Constantino Álvarez Casado, Manuel Lage Cañellas, et al. · IEEE Transactions on Affective Computing · 103
Non-contact multimodal indoor human monitoring systems: A survey
2024 · Le Ngu Nguyen, Praneeth Susarla, et al. · Information Fusion · 36
A self-supervised multimodal framework for 1D physiological data fusion in remote health monitoring
2025 · Manuel Lage Cañellas, Constantino Álvarez Casado, et al. · Information Fusion · 8
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes
2024 · Constantino Álvarez Casado, Manuel Lage Cañellas, et al. · European Signal Processing Conference (EUSIPCO) · 8
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Depression recognition from facial videos: Preprocessing and scheduling choices hide the architectural contributions
2023 · Manuel Lage Cañellas, Constantino Álvarez Casado, et al. · Electronics Letters · 6
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OMuSense-23: A Multimodal Dataset for Contactless Breathing Pattern Recognition and Biometric Analysis
2026 · Manuel Lage Canellas, Le Nguyen, et al. · IEEE Internet of Things Journal · 4
Comparative Analysis of rPPG and Motion-Based Approaches for Heart and Respiration Rate Estimation from Videos
2025 · Nhi Nguyen, Constantino Álvarez Casado, et al. · Lecture notes in computer science · 3
Thermal Imaging for Contactless Cardiorespiratory and Sudomotor Response Monitoring
2026 · Constantino Álvarez Casado, Mohammad Rahman, et al. · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) · 2
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Quality-Aware Framework for Video-Derived Respiratory Signals
2025 · Nguyen, Nhi, Casado, Constantino Álvarez, et al. · arXiv (Cornell University) · 2
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CSI2Depth: Spatio-Temporal Depth Images from Wi-Fi CSI Data via Transformer Networks and Conditional Generative Adversarial Networks
2025 · Constantino Álvarez Casado, Manuel Lage Cañellas, et al. · Lecture notes in computer science · 2
Synchrony-based Depression Score Aggregation from Single-Modality Models
2022 · Le Nguyen, Manuel Lage Cañellas, et al. · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · 2
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Lidar-Based Human Activity Recognition Through Laplacian Spectral Analysis
2026 · Sasan Sharifipour, Constantino Álvarez Casado, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
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Estimating Exercise-Induced Fatigue from Thermal Facial Images
2024 · Manuel Lage Cañellas, Constantino Álvarez Casado, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
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Multi-objective Feature Selection in Remote Health Monitoring Applications
2024 · Nguyen, Le Ngu, Casado, Constantino Álvarez, et al. · arXiv (Cornell University) · 1
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Nonwearable stationary systems for movement disorders
2024 · Miguel Bordallo López, Constantino Álvarez Casado, et al. · Elsevier eBooks · 1
Oracle headroom without signal: null-calibrated evaluation of candidate selection for thermal heart rate estimation
2026 · Rahman, Mohammad Rakibur, Nguyen, Nhi, et al. · arXiv (Cornell University)
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Phenomenon-Graph JEPA: Label-Efficient Representation Learning for Contactless Cardiorespiratory Sensing
2026 · Casado, Constantino Álvarez, Nguyen, Nhi, et al. · arXiv (Cornell University)
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Handwritten Digit Leakage from Smartphone Motion Sensors Across Unseen Users and Phone Models
2026 · Casado, Constantino Álvarez, Rantahalvari, Erkka, et al. · arXiv (Cornell University)
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Breathing Activity Recognition: A Multi-Objective Optimization Approach
2026 · Le Ngu Nguyen, Constantino Álvarez Casado, et al. · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)
A Quality-Aware Framework for Heterogeneous Video-Derived Respiratory Monitoring
2026 · Nhi Nguyen, Le Nguyen, et al. · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)
t-APML: A Motion-Gated Loss for Dynamic 3D Point Cloud Generation Tasks
2026 · Sasan Sharifipour, Constantino Álvarez Casado, et al. · Proceedings - International Conference on Image Processing
Multimodal Signal Reconstruction for Edge-Assisted Physiological Monitoring
2026 · Le Nguyen, Manuel Lage Cañellas, et al. · International Conference on Communications, Signal Processing, and their Applications (ICCSPA)
From Theory to Throughput: CUDA-Optimized APML for Large-Batch 3D Learning
2025 · Sharifipour, Sasan, Casado, Constantino Álvarez, et al. · arXiv (Cornell University)
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Beyond Black Boxes: Trustworthy and Energy-Efficient IoT Systems for Extended Lifespan and Reduced Bias in Remote Health Monitoring
2025 · Constantino Álvarez Casado, Mehdi Safarpour, et al. · IEEE International Conference on Networking, Sensing and Control (ICNSC)
Fusion of Handcrafted and Deep-Learned Cardiorespiratory Features for Breathing Pattern Classification
2025 · Manuel Lage Cañellas, Constantino Álvarez Casado, et al. · European Signal Processing Conference (EUSIPCO)
Works count: 29
Citation count: 182
H-index: 5
I10-index: 2
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