Hybrid SVM-CNN Classification Technique for Human-Vehicle Targets in an Automotive LFMCW Radar.
Qisong WuTeng GaoZhichao LaiDianze LiPublished in: Sensors (2020)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- generalization ability
- feature selection
- feature vectors
- svm classifier
- classification accuracy
- pattern recognition
- classification method
- image classification
- training set
- multi class classification
- unbalanced data
- improves the classification accuracy
- class labels
- feature space
- high classification accuracy
- svm classification
- machine learning
- partially supervised
- support vector machine classifiers
- decision boundary
- standard svm
- structured output
- fold cross validation
- cost sensitive
- supervised learning
- multi class
- multiple kernel learning
- feature extraction
- multiclass classification
- pedestrian detection
- decision forest
- decision function
- hyperplane
- pattern classification
- kernel function
- knn
- feature set