Parallel Spectral Clustering for the Segmentation of cDNA Microarray Images.
Sandrine MouyssetRonan GuivarchJoseph NoaillesDaniel RuizPublished in: PACBB (2012)
Keyphrases
- microarray images
- spectral clustering
- image segmentation
- microarray
- affinity matrix
- normalized cut
- noise reduction
- clustering method
- spot detection
- data clustering
- segmentation algorithm
- high throughput
- pairwise
- k means
- gene expression
- similarity matrix
- graph partitioning
- clustering algorithm
- evolutionary clustering
- spectral methods
- graph laplacian
- low rank representation
- synthetic and real images
- eigendecomposition
- constrained spectral clustering
- denoising
- multiscale
- computer vision
- microarray data
- high dimensionality
- co occurrence
- object recognition
- spectral relaxation
- machine learning