Supervised Learning of Digital image restoration based on Quantization Nearest Neighbor algorithm
Md. Imran HossainSyed Golam RajibPublished in: CoRR (2010)
Keyphrases
- image restoration
- nearest neighbor algorithm
- supervised learning
- nearest neighbor
- total variation
- k nearest neighbor
- training set
- edge preserving
- regularization parameter
- knn
- image processing
- super resolution
- unsupervised learning
- markov random field
- learning algorithm
- blurred images
- iterative image restoration
- semi supervised learning
- training samples
- degraded images
- image deblurring
- modified hopfield neural network
- training data
- restoration algorithm
- restoration method
- high dimensional data
- point spread function
- restored image
- image restoration problems
- image denoising
- generalization error
- unlabeled data
- labeled data
- data points
- color images
- pattern recognition
- machine learning
- data sets