PCA feature extraction for change detection in multidimensional unlabelled streaming data.
Ludmila I. KunchevaWilliam J. FaithfullPublished in: ICPR (2012)
Keyphrases
- change detection
- streaming data
- feature extraction
- data streams
- concept drift
- principal component analysis
- remote sensing images
- sliding window
- principle component analysis
- data stream mining
- face recognition
- remote sensing
- dimensionality reduction
- pattern recognition
- remotely sensed images
- image classification
- feature vectors
- data distribution
- wavelet transform
- stream data
- stream processing
- remote sensing imagery
- satellite images
- stream mining
- image registration
- principal components
- feature space
- limited memory
- shot change detection
- incoming data
- image processing
- land cover
- feature selection
- gamma distributions
- man made structures
- data sets
- low dimensional
- high dimensional