Performance evaluation and application of computation based low-cost homogeneous machine learning model algorithm for image classification.
W. H. HuangPublished in: CoRR (2020)
Keyphrases
- probabilistic model
- cost function
- low cost
- objective function
- machine learning
- learning algorithm
- mathematical model
- theoretical analysis
- algorithm employs
- image classification
- energy function
- recognition algorithm
- similarity measure
- classification algorithm
- parameter estimation
- optimization model
- selection algorithm
- expectation maximization
- statistical methods
- dynamic programming
- computational complexity
- tree structure
- k means
- optimization method
- segmentation algorithm
- input data
- em algorithm
- estimation algorithm
- filtering algorithm
- optimal solution
- search space
- preprocessing
- highly efficient
- data mining
- bayesian framework
- final result
- kalman filter
- machine learning algorithms
- detection algorithm
- worst case
- probability distribution
- closed form
- matching algorithm
- feature selection
- image processing
- hardware implementation
- image representation
- simulated annealing
- multiscale
- np hard