Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition.
Macario O. Cordel IIArren Matthew C. AntioquiaArnulfo P. AzcarragaPublished in: ICONIP (4) (2016)
Keyphrases
- self organizing maps
- feature detectors
- neural network
- pattern recognition
- feature detection
- unsupervised learning
- feature points
- scale invariant
- affine invariant
- competitive learning
- neural gas
- supervised learning
- semi supervised
- image analysis
- edge detector
- learning algorithm
- artificial neural networks
- machine learning
- input data
- feature descriptors
- dimensionality reduction
- neural network model
- scale space
- detection method
- detection algorithm
- model selection
- pairwise
- reinforcement learning
- feature extraction