Noise suppression in training examples for improving generalization capability.
Akiko NakashimaHidemitsu OgawaPublished in: Neural Networks (2001)
Keyphrases
- training examples
- noise suppression
- small number
- extensive simulations
- filtering algorithm
- active learning
- training set
- learning algorithm
- supervised learning
- training data
- denoising algorithm
- median filter
- impulsive noise
- noise removal
- support vector
- gaussian noise
- impulse noise
- domain theory
- unsupervised learning
- wavelet analysis
- target concept
- data sets
- labeled examples
- multiscale
- anisotropic diffusion
- noise reduction
- image denoising
- training samples
- labeled data
- image quality
- denoising