Classification of Drivers' Mental Workload Levels: Comparison of Machine Learning Methods Based on ECG and Infrared Thermal Signals.
Daniela CardoneDavid PerpetuiniChiara FilippiniLorenza ManciniSergio NoccoMichele TrittoSergio RinellaAlberto GiacobbeGiorgio FallicaFabrizio RicciSabina GallinaArcangelo MerlaPublished in: Sensors (2022)
Keyphrases
- infrared
- machine learning methods
- machine learning
- machine learning algorithms
- machine learning approaches
- multi sensor
- infrared images
- visible spectrum
- signal processing
- thermal imaging
- hyperspectral
- ecg signals
- ensemble methods
- target detection
- automatic target recognition
- electro optical
- infrared imagery
- thermal infrared
- focal plane
- target detection and tracking
- learning algorithm
- night vision
- hyperspectral data
- image enhancement
- feature space
- infrared image sequences
- infrared sensors