Real-time face alignment: evaluation methods, training strategies and implementation optimization

Miguel Bordallo López , Miguel Bordallo López , Constantino Álvarez Casado
Journal of Real-time Image Processing 1 -29

2021
Face alignment: improving the accuracy of fast models using domain-specific unlabelled data and a teacher–student scheme

Constantino Álvarez Casado , Miguel Bordallo López
Electronics Letters 55 ( 11) 646 -648

1
2019
Identification, Activity, and Biometric Classification using Radar-based Sensing

Le Nguyen , Constantino Álvarez Casado , Olli Silvén , Miguel Bordallo López
Smpte Journal 1 -8

2022
Meditation detection using sensors from wearable devices

Constantino Álvarez Casado , Petteri Paananen , Pekka Siirtola , Susanna Pirttikangas
112 -116

9
2021
Non-contact multimodal indoor human monitoring systems: A survey

Le Ngu Nguyen , Praneeth Susarla , Anirban Mukherjee , Manuel Lage Cañellas
Information Fusion 102457 -102457

2024
Multi-objective Feature Selection in Remote Health Monitoring Applications

Le Ngu Nguyen , Constantino Álvarez Casado , Manuel Lage Cañellas , Anirban Mukherjee
arXiv preprint arXiv:2401.05538

2024
Non-Contact Heart Rate Measurement from Deteriorated Videos

Nhi Nguyen , Constantino Álvarez Casado , Olli Silvén , Miguel Bordallo López
IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA) 1 -8

5
2023
Assessing the Feasibility of Remote Photoplethysmography Through Videocalls: A Study of Network and Computing Constraints

Constantino Álvarez Casado , Le Nguyen , Olli Silvén , Miguel Bordallo López
Springer Nature Switzerland 586 -598

4
2023
Synchrony-based Depression Score Aggregation from Single-Modality Models

Le Nguyen , Manuel Lage Cañellas , Constantino Álvarez Casado , Xiaoting Wu
198 -201

3
2022
Estimating Exercise-Induced Fatigue from Thermal Facial Images

Manuel Lage Cañellas , Constantino Álvarez Casado , Le Nguyen , Miguel Bordallo López
2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings

2024
Face2PPG: An unsupervised pipeline for blood volume pulse extraction from faces

Constantino Álvarez Casado , Miguel Bordallo López
IEEE Journal of Biomedical and Health Informatics

42
2023
Depression Recognition using Remote Photoplethysmography from Facial Videos

Constantino Álvarez Casado , Manuel Lage Cañellas , Miguel Bordallo López
IEEE Transactions on Affective Computing

29
2023
Nonwearable stationary systems for movement disorders

Miguel Bordallo López , Constantino Álvarez Casado , Praneeth Susarla , Manuel Lage Cañellas
Elsevier https://doi.org/10.1016/B978 -https://doi.org/10.1016/B978

1
2024
Heart rate estimation from noisy PPGs using 1D/2D conversion and transfer learning

Emil Dark , Umer Saleem , Arttu Lämsä , Constantino Álvarez Casado
Wellcomp'22 - Ubicomp 5th International Workshop on Computing for Well-being

1
2022
Can we generate real faces from rPPG signals? Probably not.

Honghan Li , Nhi Nguyen , Constantino Álvarez Casado , Xiaoting Wu
Perfail 2024, Adjunct Proceedings of Percom 2024

2024
Kinship Verification from rPPG using 1DCNN Attention networks

Xiaoting Wu , Xiaoyi Feng , Lili Liu , Constantino Álvarez Casado
arXiv preprint arXiv:2309.08006 -arXiv:2309.08006

2023
OMuSense-23: A Multimodal Dataset for Contactless Breathing Pattern Recognition and Biometric Analysis

Manuel Lage Canellas , Le Nguyen , Anirban Mukherjee , Constantino Álvarez Casado
arXiv preprint arXiv:2407.06137

2024
FireMan-UAV-RGBT (1.0.0-beta.2) [Data set]

Windula Kularatne , Kamand Sedaghat Shayegan , Constantino Álvarez Casado , Janne Rajala
https://zenodo.org/records/13732947

2024