COVID-19 classification using thermal images: thermal images capability for identifying COVID-19 using traditional machine learning classifiers.
Martha Rebeca Canales-FiscalRocío Ortiz LópezRegina BarzilayVictor TreviñoServando Cardona-HuertaLuis Javier Ramírez-TreviñoAdam YalaJosé G. Tamez-PeñaPublished in: BCB (2021)
Keyphrases
- thermal images
- supervised classification
- machine learning
- decision trees
- machine learning algorithms
- infrared
- feature analysis
- feature selection
- supervised learning
- pattern recognition
- hyperspectral imagery
- svm classifier
- support vector
- face recognition
- support vector machine
- unsupervised learning
- feature set
- face images
- computer vision
- class labels
- feature vectors
- text classification
- classification accuracy
- training set
- feature space
- hyperspectral images
- image classification
- low resolution
- image analysis
- pattern classification
- face recognition algorithms
- visible spectrum
- multiscale
- feature extraction
- image processing
- high resolution