The g Factor: Relating Distributions on Features to Distributions on Images.
James M. CoughlanAlan L. YuillePublished in: NIPS (2001)
Keyphrases
- image features
- original images
- test images
- salient features
- probability distribution
- extracting features
- image database
- feature distributions
- spatial information
- feature matching
- extracted features
- image classification
- input image
- ground truth
- gabor filters
- image analysis
- image retrieval
- individual features
- image similarity
- gaussian model
- image data
- image statistics
- image pixels
- principal components
- image collections
- image matching
- feature extraction
- low level
- feature set
- keypoints
- image set
- image regions
- matching process
- feature detection
- filtered images
- random variables
- image annotation
- intensity images
- gaussian distribution
- sample images
- object recognition
- feature vectors
- pixel intensities
- computer vision
- visual appearance
- invariant features
- segmentation method
- feature detectors
- color features
- edge detection
- image registration
- feature representation
- segmentation algorithm
- geometrical features
- spatial relationships
- multiple images