A novel training method for PHMMs.
Huseyin OzkanArda AkmanSalih ErgütSuleyman Serdar KozatPublished in: CIP (2012)
Keyphrases
- cost function
- training process
- pairwise
- high precision
- detection method
- experimental evaluation
- high accuracy
- objective function
- training algorithm
- synthetic data
- theoretical analysis
- model selection
- support vector machine
- probabilistic model
- computational cost
- dynamic programming
- significant improvement
- object detection
- support vector machine svm
- clustering method
- hidden markov models
- test set
- prior knowledge
- fully automatic
- optimization method
- preprocessing
- neural network
- training phase