A Multi-Characteristic Learning Method with Micro-Doppler Signatures for Pedestrian Identification.
Yu XiangYu HuangHaodong XuGuangbo ZhangWenyong WangPublished in: CoRR (2022)
Keyphrases
- experimental evaluation
- learning scheme
- high accuracy
- significant improvement
- prior knowledge
- learning process
- dynamic programming
- neural nets
- segmentation method
- synthetic data
- detection method
- support vector machine svm
- learning algorithm
- computational cost
- similarity measure
- machine learning
- supervised learning
- data sets
- high precision
- unsupervised learning
- em algorithm
- maximum likelihood
- markov random field
- feature selection
- image segmentation
- artificial neural networks
- computational complexity
- objective function
- reinforcement learning
- multiscale