Comparative Analysis of Binary and Multiclass Activity Recognition in High-Quality Newborn Resuscitation Videos.
Jorge García-TorresØyvind Meinich-BacheSiren Irene RettedalAmalie KibsgaardSara BrunnerKjersti EnganPublished in: NLDL (2024)
Keyphrases
- comparative analysis
- activity recognition
- multi class
- human activities
- binary classifiers
- multiclass learning
- motion features
- error correcting output codes
- human actions
- human activity recognition
- action recognition
- multiclass problems
- binary classification problems
- recognizing actions
- support vector machine
- multiclass classification
- video sequences
- accelerometer data
- video frames
- pairwise
- binary classification
- multi class classification
- cost sensitive
- feature selection
- transfer learning
- object detection
- multiple classes
- perceptron algorithm
- multiclass support vector machines
- multi task
- video surveillance
- video data
- computer vision
- high dimensional
- feature extraction