An adaptive optimization method for estimating the number of components in a Gaussian mixture model.
Shuping SunYaonan TongBiqiang ZhangBowen YangPeiguang HeWei SongWenbo YangYilin WuGuangyu LiuPublished in: J. Comput. Sci. (2022)
Keyphrases
- optimization method
- gaussian mixture model
- mixture model
- optimization algorithm
- metaheuristic
- mixture components
- optimization methods
- genetic algorithm
- em algorithm
- optimization problems
- object detection
- optimization procedure
- particle swarm
- nonlinear optimization
- machine learning
- differential evolution
- background subtraction
- global optimum
- expectation maximization
- maximum likelihood
- simulated annealing
- density estimation
- image segmentation