Comparing PSDNet, pretrained networks, and traditional feature extraction for predicting the particle size distribution of granular materials from photographs.
Javad ManashtiFrançois DuhaimeMatthew F. ToewsPouyan PirniaJn Kinsonn TelcyPublished in: CoRR (2023)
Keyphrases
- feature extraction
- network size
- power law
- feature vectors
- probability distribution
- computer networks
- preprocessing
- network analysis
- pattern classification
- data distribution
- defect detection
- feature selection
- network design
- texture analysis
- linear discriminant analysis
- complex networks
- network structure
- frequency domain
- support vector machine svm
- wavelet transform
- particle swarm optimization
- feature representation
- fuzzy sets
- rough sets
- heterogeneous networks
- evolutionary algorithm