Deep Self-Organizing Maps for Unsupervised Image Classification.
Chathurika S. WickramasingheKasun AmarasingheMilos ManicPublished in: IEEE Trans. Ind. Informatics (2019)
Keyphrases
- self organizing maps
- image classification
- unsupervised learning
- competitive learning
- deep architectures
- fuzzy classification
- neural network
- bag of words
- image representation
- topology preserving
- image features
- feature extraction
- supervised learning
- visual words
- semi supervised
- k means
- input data
- feature maps
- som neural network
- visualization methods
- neural gas
- dimensionality reduction
- data sets
- anomaly detection
- knowledge discovery
- artificial neural networks