Hierarchical clustering as an unsurpervised machine learning algorithm for hyperspectral image segmentation of films.
Lingxi LiuGiovanni DelnevoSilvia MirriPublished in: GoodIT (2022)
Keyphrases
- hierarchical clustering
- hyperspectral
- image segmentation
- learning algorithm
- hyperspectral images
- remote sensing
- multispectral
- infrared
- hyperspectral data
- target detection
- hyperspectral imaging
- image data
- hyperspectral imagery
- pixel classification
- hyperspectral remote sensing
- clustering method
- spectral bands
- satellite images
- hyperspectral image classification
- graph cuts
- image analysis
- computer vision
- reflectance spectra
- spatial resolution
- image processing
- k means
- hierarchical clustering algorithm
- machine learning
- clustering algorithm
- hierarchical clustering algorithms
- region growing
- active learning
- information content
- feature extraction
- expectation maximization
- subspace clustering
- spectral signatures
- spectral resolution
- single linkage
- spectral clustering