Image distance functions for manifold learning.
Richard SouvenirRobert PlessPublished in: Image Vis. Comput. (2007)
Keyphrases
- manifold learning
- distance function
- image data
- nonlinear manifold
- input image
- low dimensional
- image retrieval
- dimensionality reduction
- similarity search
- intrinsic manifold
- multiscale
- image features
- knn
- image representation
- image classification
- high resolution
- high dimensional
- high dimensional image space
- semi supervised
- laplacian eigenmaps
- image segmentation
- distance measure
- metric space
- euclidean distance
- feature extraction
- high dimensional data
- nonlinear dimensionality reduction
- image processing
- principal component analysis
- decision trees