Beyond Standard Metrics - On the Selection and Combination of Distance Metrics for an Improved Classification of Hyperspectral Data.
Uwe KnauerAndreas BackhausUdo SeiffertPublished in: WSOM (2014)
Keyphrases
- hyperspectral data
- distance metric
- hyperspectral images
- distance metric learning
- hyperspectral
- hyperspectral imagery
- multispectral
- random projections
- classification accuracy
- infrared
- pattern recognition
- support vector
- feature extraction
- machine learning
- text classification
- distance measure
- euclidean distance
- supervised learning
- image data
- metric learning
- gender classification
- remote sensing
- neural network
- support vector machine svm
- decision trees
- feature selection
- distance function
- k nearest neighbor
- data compression
- data points
- active learning
- target detection
- high resolution
- feature vectors
- similarity measure
- data sets