An efficient model of residual based convolutional neural network with Bayesian optimization for the classification of malarial cell images.
Aykut DikerPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- image classification
- optimization model
- parameter estimation
- probabilistic model
- classification algorithm
- classification models
- test images
- feature points
- similarity measure
- object recognition
- cell nuclei
- convolutional neural network
- probability distribution
- edge detection
- decision trees
- segmentation algorithm
- class conditional densities
- posterior probability
- neural network
- em algorithm
- input image
- image features
- classification accuracy
- image analysis
- image retrieval
- training set
- multiscale
- bayesian networks
- three dimensional