Research on UAV Detection and Classification Based on Time-Frequency Analysis and Support Vector Machine.
Honggao DengHaichuan WangYuanfa JiXiyan SunXun CaoPublished in: ICCCS (2023)
Keyphrases
- support vector machine
- svm classifier
- classification method
- support vector machine svm
- feature vectors
- feature selection
- classification algorithm
- support vector
- classification accuracy
- pattern recognition
- high classification accuracy
- machine learning
- automatic classification
- decision boundary
- svm classification
- small sample
- multi class
- feature space
- image classification
- feature extraction and classification
- decision trees
- detection rate
- generalization ability
- classification scheme
- detection method
- kernel function
- false alarms
- support vector machine classifier
- learning algorithm
- automatic detection
- detection algorithm
- object detection
- class labels
- k nearest neighbor
- wavelet packet
- model selection
- multiple kernel learning
- text classification
- decision forest
- preprocessing
- training data
- feature extraction
- neyman pearson