Manuel Gil-Martín
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Classification of epileptic EEG recordings using signal transforms and convolutional neural networks
R San-Segundo, M Gil-Martín, LF D'Haro-Enríquez, JM Pardo
Computers in biology and medicine 109, 148-158, 2019
Robust Human Activity Recognition using smartwatches and smartphones
R San-Segundo, H Blunck, J Moreno-Pimentel, A Stisen, M Gil-Martín
Engineering Applications of Artificial Intelligence 72, 190-202, 2018
Parkinson’s Disease Detection from Drawing Movements Using Convolutional Neural Networks
M Gil-Martín, JM Montero, R San-Segundo
Electronics 8 (8), 907, 2019
Improving physical activity recognition using a new deep learning architecture and post-processing techniques
M Gil-Martín, R San-Segundo, F Fernandez-Martinez, J Ferreiros-López
Engineering Applications of Artificial Intelligence 92, 103679, 2020
Human Stress Detection With Wearable Sensors Using Convolutional Neural Networks
M Gil-Martin, R San-Segundo, A Mateos, J Ferreiros-Lopez
IEEE Aerospace and Electronic Systems Magazine 37 (1), 60-70, 2022
Human activity recognition adapted to the type of movement
M Gil-Martín, R San-Segundo, F Fernández-Martínez, R de Córdoba
Computers & Electrical Engineering 88, 106822, 2020
Time Analysis in Human Activity Recognition
M Gil-Martín, R San-Segundo, F Fernández-Martínez, J Ferreiros-López
Neural Processing Letters 53 (6), 4507-4525, 2021
Guided Spatial Transformers for Facial Expression Recognition
C Luna-Jiménez, J Cristóbal-Martín, R Kleinlein, M Gil-Martín, JM Moya, ...
Applied Sciences 11 (16), 7217, 2021
Robust Biometrics from Motion Wearable Sensors Using a D-vector Approach
M Gil-Martín, R San-Segundo, R de Córdoba, JM Pardo
Neural Processing Letters 52 (3), 2109-2125, 2020
Scoring Performance on the Y-Balance Test Using a Deep Learning Approach
M Gil-Martín, W Johnston, R San-Segundo, B Caulfield
Sensors 21 (21), 7110, 2021
Human activity recognition based on deep learning techniques
M Gil-Martín, M Sánchez-Hernández, R San-Segundo
Proceedings 42 (1), 2019
Estimating gravity component from accelerometers
M Gil-Martín, R San-Segundo, SL Lutfi, A Coucheiro-Limeres
IEEE Instrumentation & Measurement Magazine 22 (1), 48-53, 2019
Reducing the Impact of Sensor Orientation Variability in Human Activity Recognition Using a Consistent Reference System
M Gil-Martín, J López-Iniesta, F Fernández-Martínez, R San-Segundo
Sensors 23 (13), 5845, 2023
Signal and Visual Approaches for Parkinson's Disease Detection from Spiral Drawings
M Gil-Martín, C Luna-Jiménez, F Fernández-Martínez, R San-Segundo
Proceedings of the Northern Lights Deep Learning Workshop 4, 2023
Sign Language Dataset for Automatic Motion Generation
M Villa-Monedero, M Gil-Martín, D Sáez-Trigueros, A Pomirski, ...
Journal of Imaging 9 (12), 262, 2023
Measuring trust at zero-acquaintance using acted-emotional videos
CL Jiménez, SL Lutfi, M Gil-Martín, R Kleinlein, JM Montero, ...
Proc. IberSPEECH 2022, 206-210, 2022
Adaptation and Selection Techniques Based on Deep Learning for Human Activity Recognition Using Inertial Sensors
M Gil-Martín, J Antúnez-Durango, R San-Segundo
Engineering Proceedings 2 (1), 22, 2020
Improving Hand Pose Recognition Using Localization and Zoom Normalizations over MediaPipe Landmarks
MÁ Remiro, M Gil-Martín, R San-Segundo
Engineering Proceedings 58 (1), 69, 2023
Interpreting Sign Language Recognition using Transformers and MediaPipe Landmarks
C Luna-Jiménez, M Gil-Martín, R Kleinlein, R San-Segundo, ...
Proceedings of the 25th International Conference on Multimodal Interaction …, 2023
Robust Motion Biomarker for Alcohol Consumption
M Gil-Martín, R San-Segundo, LF D'Haro, JM Montero
IEEE Instrumentation & Measurement Magazine 25 (1), 83-87, 2022
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