Nonparametric kernel estimators for image classification.
Barnabás PóczosLiang XiongDanica J. SutherlandJeff G. SchneiderPublished in: CVPR (2012)
Keyphrases
- image classification
- nadaraya watson
- kernel regression
- kernel density estimator
- kernel density estimation
- spatial pyramid
- kernel density estimators
- bag of words
- image features
- density estimation
- regression model
- kernel density
- image representation
- density estimates
- feature extraction
- visual words
- parzen window
- svm classifier
- machine learning
- sparse representation
- kernel function
- class specific
- density estimators
- nonparametric density estimation
- density function
- spatial pyramid matching
- bag of features
- gaussian processes
- sparse coding
- kernel methods
- image processing