Overcoming Data Limitations: A Few-Shot Specific Emitter Identification Method Using Self-Supervised Learning and Adversarial Augmentation.
Chao LiuXue FuYu WangLantu GuoYuchao LiuYun LinHaitao ZhaoGuan GuiPublished in: IEEE Trans. Inf. Forensics Secur. (2024)
Keyphrases
- prior knowledge
- synthetic data
- test data
- data sets
- input data
- noisy data
- prior information
- similarity measure
- data collection
- data points
- preprocessing
- statistical methods
- data structure
- probability distribution
- training data
- image data
- supervised learning
- pairwise
- training samples
- detection method
- bayesian methods
- segmentation method
- learned models
- cut detection
- learning scheme
- database
- missing data
- machine learning
- support vector machine
- video sequences