Dendritic spine classification based on two-photon microscopic images using sparse representation.
Muhammad Usman GhaniSumeyra Demir KanikAli Ozgur ArgunsahInbal IsraelyDevrim ÜnayMüjdat ÇetinPublished in: SIU (2016)
Keyphrases
- sparse representation
- dictionary learning
- microscopic images
- image classification
- sparse coding
- compressed sensing
- feature extraction
- microscopy images
- compressive sensing
- face recognition
- signal processing
- pattern recognition
- random projections
- image patches
- joint optimization
- image representation
- decision trees
- supervised learning
- support vector machine
- machine learning
- high dimensional data
- unsupervised learning
- medical images
- dimensionality reduction
- nearest neighbor
- training set
- feature space
- microscope images