A New Learning Method for Continuous Hidden Markov Models for Subsurface Landmine Detection in Ground Penetrating Radar.
Xuping ZhangJeremy BoltonPaul D. GaderPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2014)
Keyphrases
- continuous hidden markov models
- prior knowledge
- probabilistic model
- experimental evaluation
- objective function
- online learning
- hidden markov models
- computational cost
- high precision
- detection method
- clustering method
- support vector machine svm
- high accuracy
- dynamic programming
- preprocessing
- similarity measure
- machine learning
- neural network
- significant improvement
- active learning
- unsupervised learning
- computational complexity
- optimization algorithm
- detection algorithm
- decision trees
- image processing
- hyperspectral
- learning mechanism
- ground penetrating radar