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ORCIDConstantino Álvarez Casado
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2020 – today
- 2024
[j5]Nhi Nguyen
, Ngu Nguyen, Honghan Li, Miguel Bordallo López, Constantino Álvarez Casado:
Evaluation of video-based rPPG in challenging environments: Artifact mitigation and network resilience. Comput. Biol. Medicine 179: 108873 (2024)- [j4]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) - [c13]S. D. M. W. Kularatne, Constantino Álvarez Casado, Janne Rajala, Tuomo Hänninen, Miguel Bordallo López, Le Nguyen:
FireMan-UAV-RGBT: A Novel UAV-Based RGB-Thermal Video Dataset for the Detection of Wildfires in the Finnish Forests. ETFA 2024: 1-8 - [c12]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 - [c11]Manuel Lage Cañellas, Constantino Álvarez Casado, Le Nguyen, Miguel Bordallo López:
Estimating Exercise-Induced Fatigue from Thermal Facial Images. ICASSP 2024: 2800-2804 - [c10]Constantino Álvarez Casado, Pauli Räsänen, Le Ngu Nguyen, Arttu Lämsä, Johannes Peltola, Miguel Bordallo López:
A Distributed Framework for Remote Multimodal Biosignal Acquisition and Analysis. NCDHWS (2) 2024: 127-146 - [c9]Honghan Li, Nhi Nguyen, Constantino Álvarez Casado, Xiaoting Wu, Miguel Bordallo López:
Can we generate real faces from rPPG signals? Probably not. PerCom Workshops 2024: 606-611 - [i13]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) - [i12]Nhi Nguyen, Le Ngu Nguyen, Honghan Li, Miguel Bordallo López, Constantino Álvarez Casado:
Evaluation of Video-Based rPPG in Challenging Environments: Artifact Mitigation and Network Resilience. CoRR abs/2405.01230 (2024) - [i11]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
- [b1]Constantino Álvarez Casado:
Biosignal extraction and analysis from remote video:towards real-world implementation and diagnosis support. University of Oulu, Finland, 2023 - [j3]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) - [j2]Constantino Álvarez Casado, Miguel Bordallo López:
Face2PPG: An Unsupervised Pipeline for Blood Volume Pulse Extraction From Faces. IEEE J. Biomed. Health Informatics 27(11): 5530-5541 (2023) - [c8]Nhi Nguyen, Le Ngu Nguyen, Constantino Álvarez Casado, Olli Silvén, Miguel Bordallo López:
Non-Contact Heart Rate Measurement from Deteriorated Videos. ETFA 2023: 1-8 - [c7]Constantino Álvarez Casado, Le Ngu Nguyen, Olli Silvén, Miguel Bordallo López:
Assessing the Feasibility of Remote Photoplethysmography Through Videocalls: A Study of Network and Computing Constraints. SCIA (2) 2023: 586-598 - [i10]Nhi Nguyen, Le Ngu Nguyen, Constantino Álvarez Casado, Olli Silvén, Miguel Bordallo López:
Non-Contact Heart Rate Measurement from Deteriorated Videos. CoRR abs/2304.14789 (2023) - [i9]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) - [i8]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) - [i7]Xiaoting Wu, Xiaoyi Feng, Lili Liu, Constantino Álvarez Casado, Miguel Bordallo López:
Kinship Verification from rPPG using 1DCNN Attention networks. CoRR abs/2309.08006 (2023) - [i6]Miguel Bordallo López, Constantino Álvarez Casado:
A Cyberpunk 2077 perspective on the prediction and understanding of future technology. CoRR abs/2309.13970 (2023) - [i5]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
- [c6]Arttu Lämsä, Jaakko Tervonen, Jussi Liikka, Constantino Álvarez Casado, Miguel Bordallo López:
Video2IMU: Realistic IMU features and signals from videos. BSN 2022: 1-5 - [c5]Le Ngu Nguyen, Constantino Álvarez Casado, Olli Silvén, Miguel Bordallo López:
Identification, Activity, and Biometric Classification using Radar-based Sensing. ETFA 2022: 1-8 - [c4]Emil Dark, Umer Saleem, Arttu Lämsä, Constantino Álvarez Casado, Miguel Bordallo López:
Heart Rate Estimation from Noisy PPGs Using 1D/2D Conversion and Transfer Learning. UbiComp/ISWC Adjunct 2022: 163-167 - [c3]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 - [i4]Constantino Álvarez Casado, Miguel Bordallo López:
Face2PPG: An unsupervised pipeline for blood volume pulse extraction from faces. CoRR abs/2202.04101 (2022) - [i3]Arttu Lämsä, Jaakko Tervonen, Jussi Liikka, Constantino Álvarez Casado, Miguel Bordallo López:
Video2IMU: Realistic IMU features and signals from videos. CoRR abs/2202.06547 (2022) - [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) - 2021
- [j1]Constantino Álvarez Casado, Miguel Bordallo López:
Real-time face alignment: evaluation methods, training strategies and implementation optimization. J. Real Time Image Process. 18(6): 2239-2267 (2021) - [c2]Constantino Álvarez Casado, Petteri Paananen, Pekka Siirtola, Susanna Pirttikangas, Miguel Bordallo López:
Meditation Detection Using Sensors from Wearable Devices. UbiComp/ISWC Adjunct 2021: 112-116
2010 – 2019
- 2015
- [c1]Constantino Álvarez Casado, Miguel Bordallo López, Jukka Holappa, Matti Pietikäinen:
Face detection and recognition for smart glasses. ISCE 2015: 1-2
Coauthor Index
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