Least square and Gaussian process for image based microalgal density estimation.
Linh NguyenDung K. NguyenTruong X. NghiemThang NguyenPublished in: Comput. Electron. Agric. (2022)
Keyphrases
- density estimation
- gaussian process
- least squares
- expectation propagation
- mixture model
- gaussian processes
- model selection
- bayesian framework
- probability density function
- regression model
- hyperparameters
- approximate inference
- semi supervised
- latent variables
- em algorithm
- density function
- parameter estimation
- reproducing kernel hilbert space
- exponential family
- outlier detection
- gaussian mixture model
- probabilistic model
- computer vision
- expectation maximization
- learning algorithm
- prior knowledge
- similarity measure
- feature selection