Ensemble-based noise detection: noise ranking and visual performance evaluation.
Borut SlubanDragan GambergerNada LavracPublished in: Data Min. Knowl. Discov. (2014)
Keyphrases
- noise detection
- random forest
- noise reduction
- noise free
- noise filtering
- switching median filter
- data preprocessing
- median filter
- impulse noise
- feature ranking
- impulsive noise
- data cleaning
- locally adaptive
- reduction method
- noisy data
- color images
- decision trees
- removal of impulse noise
- ensemble methods
- gaussian noise
- filtering algorithm
- image details
- training set
- high noise
- noise removal
- median filtering
- data mining
- noise level
- base classifiers
- signal to noise ratio
- edge detection
- learning algorithm