Proposed Fatigue Index for the Objective Detection of Muscle Fatigue Using Surface Electromyography and a Double-Step Binary Classifier.
Hassan M. QassimWan Zuha Wan HasanHafiz Rashidi RamliHazreen Haizi HarithLiyana Najwa Inche MatLuthffi Idzhar IsmailPublished in: Sensors (2022)
Keyphrases
- false positives
- false negative
- binary classifiers
- d objects
- automatic detection
- training data
- feature selection
- support vector
- learning algorithm
- object detection
- feature selection and classifier
- multi class svm
- error correcting output codes
- learning phase
- classification scheme
- class labels
- index structure
- detection algorithm
- decision trees
- training set
- multi class
- data sets
- emg signals
- support vector machine classifier
- feature space
- feature extraction and classification
- support vector machine
- post processing
- surface reconstruction
- range data
- training samples
- classification method
- classification algorithm
- detection method