Fast Non-Iterative PCA computation for spectral image analysis using GPU.
Jukka AntikainenMarkku Hauta-KasariTimo JääskeläinenJussi ParkkinenPublished in: CGIV/MCS (2010)
Keyphrases
- image analysis
- principal component analysis
- parallel computation
- real time
- image understanding
- principal components analysis
- pattern recognition
- dimensionality reduction
- high dimensional
- covariance matrix
- singular value decomposition
- independent component analysis
- face recognition
- image segmentation
- computer vision
- texture classification
- visual inspection
- spectral analysis
- medical imaging
- remote sensing
- parallel algorithm
- scale space
- face images
- mathematical morphology
- texture analysis
- parallel processing
- principal components
- high resolution
- hyperspectral
- graphics processing units
- feature space
- feature extraction
- neural network
- data sets