Enhanced Method of Detection of Skin Defects in Citrus Fruits Using Convolutional Neural Network Algorithm in Comparison with Principal Component Analysis Method to Improve Accuracy.
Venkatta VijaiyanK. V. KanimozhiPublished in: IC3I (2023)
Keyphrases
- detection method
- high accuracy
- computational cost
- cost function
- detection algorithm
- preprocessing
- experimental evaluation
- computational efficiency
- optimization algorithm
- significant improvement
- computational speed
- dynamic programming
- principal components
- synthetic and real images
- objective function
- recognition algorithm
- segmentation method
- negative matrix factorization
- accuracy rate
- theoretical analysis
- computationally efficient
- computational complexity
- learning algorithm
- similarity measure
- optimal solution
- estimation algorithm
- improved algorithm
- probabilistic model
- convergence rate
- optimization method
- classification accuracy
- matching algorithm
- classification algorithm
- tree structure
- clustering method
- input data
- segmentation algorithm
- support vector machine
- principal component analysis
- pairwise
- exhaustive search
- simulated annealing
- em algorithm
- image sequences