Constantino Álvarez Casado

55 papers A 1C 4Misc 2Journal 30Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A comprehensive survey on contactless vital sign monitoring using vision-based, radio-based, and fusion approaches. Neurocomputing Zichen Li, Xiaoting Wu, Constantino Álvarez Casado, Ville Lindholm, Kristina Mikkonen, Zhaoqiang Xia, Xiaoyi Feng, Miguel Bordallo López
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`	3DPCNet: Pose Canonicalization for Robust Viewpoint-Invariant 3D Kinematic Analysis from Monocular RGB cameras. CoRR Tharindu Ekanayake, Constantino Álvarez Casado, Miguel Bordallo López
2025	—	`conf`	A Comparative Analysis of Task Allocation Strategies for Resource-Constrained Multi-Agent Drone Swarms in Wildfire Response. ICNSC Huan Vo, Constantino Álvarez Casado, Abhishek Kumar, Satu Tamminen, Petri Ihantola, Miguel Bordallo López, Le Nguyen
2025	J	`jnl`	A Cyberpunk 2077 perspective on the prediction and understanding of future technology. Entertain. Comput. Miguel Bordallo López, Constantino Álvarez Casado
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	J	`jnl`	APML: Adaptive Probabilistic Matching Loss for Robust 3D Point Cloud Reconstruction. CoRR Sasan Sharifipour, Constantino Álvarez Casado, Mohammad Sabokrou, 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	—	`conf`	Demonstration of a Continuously Updated, Radio-Compatible Digital Twin for Robotic Integrated Sensing and Communications. JC&S Vlad-Costin Andrei, Praneeth Susarla, Aladin Djuhera, Niklas Vaara, Janne Mustaniemi, Constantino Álvarez Casado, Xinyang Li, Ullrich J. Mönich, Holger Boche, 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	—	`conf`	Evaluating the Accuracy and Reliability of Camera-Based Physiological and Motion Signal Extraction Techniques in Virtual Reality Training Environments. SCIA (1) Tharindu Ekanayake, Constantino Álvarez Casado, Nhi Nguyen, Marta Sobocinski, Sari Pramila-Savukoski, Xiaoting Wu, Kristina Mikkonen, Miguel Bordallo López
2025	Misc	`conf`	Exploring Facial Kinship Verification through Contactless Heart Activity Analysis. ICASSP Xiaoting Wu, Xiaoyi Feng, Constantino Álvarez Casado, Lili Liu, Miguel Bordallo López
2025	A	`conf`	Exponentially Weighted Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Model Training in Unmanned Aerial Vehicles Surveillance Scenarios. IROS Taufiq Ahmed, Abhishek Kumar, Constantino Álvarez Casado, Anlan Zhang, Tuomo Hänninen, Lauri Lovén, Miguel Bordallo López, Sasu Tarkoma
2025	J	`jnl`	Exponentially Weighted Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Model Training in Unmanned Aerial Vehicles Surveillance Scenarios. CoRR Taufiq Ahmed, Abhishek Kumar, Constantino Álvarez Casado, Anlan Zhang, Tuomo Hänninen, Lauri Lovén, Miguel Bordallo López, Sasu Tarkoma
2025	—	`conf`	Federated Knowledge Distillation Under Non-IID Data for Intelligent Edge Systems. ICNSC K. H. M. Burhan Uddin, Constantino Álvarez Casado, Saurabh Sharma, Le Nguyen, Joydeep Chandra, Petri Ihantola, Miguel Bordallo López, Abhishek Kumar
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
2025	—	`conf`	Spatio-Temporal 3D Point Clouds from Wi-Fi-CSI Data via Transformer Networks. JC&S Tuomas Määttä, Sasan Sharifipour, Miguel Bordallo López, Constantino Álvarez Casado
2024	—	`conf`	A Distributed Framework for Remote Multimodal Biosignal Acquisition and Analysis. NCDHWS (2) Constantino Álvarez Casado, Pauli Räsänen, Le Ngu Nguyen, Arttu Lämsä, Johannes Peltola, Miguel Bordallo López
2024	—	`conf`	Can we generate real faces from rPPG signals? Probably not. PerCom Workshops Honghan Li, Nhi Nguyen, Constantino Álvarez Casado, Xiaoting Wu, 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`	Evaluation of Video-Based rPPG in Challenging Environments: Artifact Mitigation and Network Resilience. CoRR Nhi Nguyen, Le Ngu Nguyen, Honghan Li, Miguel Bordallo López, Constantino Álvarez Casado
2024	J	`jnl`	Evaluation of video-based rPPG in challenging environments: Artifact mitigation and network resilience. Comput. Biol. Medicine Nhi Nguyen, Ngu Nguyen, Honghan Li, Miguel Bordallo López, Constantino Álvarez Casado
2024	C	`conf`	FireMan-UAV-RGBT: A Novel UAV-Based RGB-Thermal Video Dataset for the Detection of Wildfires in the Finnish Forests. ETFA S. D. M. W. Kularatne, Constantino Álvarez Casado, Janne Rajala, Tuomo Hänninen, Miguel Bordallo López, Le Ngu Nguyen
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
2024	J	`jnl`	Spatio-Temporal 3D Point Clouds from WiFi-CSI Data via Transformer Networks. CoRR Tuomas Määttä, Sasan Sharifipour, Miguel Bordallo López, Constantino Álvarez Casado
2023	J	`jnl`	A Cyberpunk 2077 perspective on the prediction and understanding of future technology. CoRR Miguel Bordallo López, Constantino Álvarez Casado
2023	—	`conf`	Assessing the Feasibility of Remote Photoplethysmography Through Videocalls: A Study of Network and Computing Constraints. SCIA (2) Constantino Álvarez Casado, Le Ngu Nguyen, Olli Silvén, 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	—	`—`	Biosignal extraction and analysis from remote video:towards real-world implementation and diagnosis support. Constantino Álvarez Casado
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`	Face2PPG: An Unsupervised Pipeline for Blood Volume Pulse Extraction From Faces. IEEE J. Biomed. Health Informatics Constantino Álvarez Casado, Miguel Bordallo López
2023	J	`jnl`	Kinship Verification from rPPG using 1DCNN Attention networks. CoRR Xiaoting Wu, Xiaoyi Feng, Lili Liu, Constantino Álvarez Casado, Miguel Bordallo López
2023	C	`conf`	Non-Contact Heart Rate Measurement from Deteriorated Videos. ETFA Nhi Nguyen, Le Ngu Nguyen, Constantino Álvarez Casado, Olli Silvén, Miguel Bordallo López
2023	J	`jnl`	Non-Contact Heart Rate Measurement from Deteriorated Videos. CoRR Nhi Nguyen, Le Ngu Nguyen, Constantino Álvarez Casado, Olli Silvén, 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`	Face2PPG: An unsupervised pipeline for blood volume pulse extraction from faces. CoRR Constantino Álvarez Casado, Miguel Bordallo López
2022	—	`conf`	Heart Rate Estimation from Noisy PPGs Using 1D/2D Conversion and Transfer Learning. UbiComp/ISWC Adjunct Emil Dark, Umer Saleem, Arttu Lämsä, Constantino Álvarez Casado, Miguel Bordallo López
2022	C	`conf`	Identification, Activity, and Biometric Classification using Radar-based Sensing. ETFA Le Ngu Nguyen, Constantino Álvarez Casado, Olli Silvén, 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
2022	C	`conf`	Video2IMU: Realistic IMU features and signals from videos. BSN Arttu Lämsä, Jaakko Tervonen, Jussi Liikka, Constantino Álvarez Casado, Miguel Bordallo López
2022	J	`jnl`	Video2IMU: Realistic IMU features and signals from videos. CoRR Arttu Lämsä, Jaakko Tervonen, Jussi Liikka, Constantino Álvarez Casado, Miguel Bordallo López
2021	—	`conf`	Meditation Detection Using Sensors from Wearable Devices. UbiComp/ISWC Adjunct Constantino Álvarez Casado, Petteri Paananen, Pekka Siirtola, Susanna Pirttikangas, Miguel Bordallo López
2021	J	`jnl`	Real-time face alignment: evaluation methods, training strategies and implementation optimization. J. Real Time Image Process. Constantino Álvarez Casado, Miguel Bordallo López
2015	—	`conf`	Face detection and recognition for smart glasses. ISCE Constantino Álvarez Casado, Miguel Bordallo López, Jukka Holappa, Matti Pietikäinen