Recovery of Compressed Sensing Microarray Using Sparse Random Matrices.
Zhenhua GanBaoping XiongFumin ZouYueming GaoMin DuPublished in: ECC (2016)
Keyphrases
- compressed sensing
- microarray
- image reconstruction
- gene expression
- high throughput
- random projections
- sparse representation
- gene expression data
- microarray data
- high dimensionality
- natural images
- compressive sampling
- gene expression profiling
- signal recovery
- gene selection
- gene expression analysis
- gene expression profiles
- microarray images
- signal processing
- singular value decomposition
- high dimensional
- neural network
- principal component analysis
- knn
- data points
- original data
- feature vectors
- image processing
- machine learning
- data mining