A hierarchically sampling global sparse transformer in data stream mining for lightweight image restoration.
Mingzhu ShiBin ZaoChao WangMuxian TanSiqi KongShouju LiuPublished in: EURASIP J. Adv. Signal Process. (2023)
Keyphrases
- image restoration
- lightweight
- data stream mining
- data streams
- total variation
- edge preserving
- image processing
- streaming data
- markov random field
- concept drift
- super resolution
- iterative image restoration
- regularization parameter
- restoration method
- motion blur
- data mining
- stream data
- modified hopfield neural network
- high dimensional
- sparse representation
- wireless sensor networks
- neural network
- image deblurring
- point spread function
- blurred images
- change detection
- degraded images
- restoration algorithm
- image restoration problems
- random sampling
- frequent pattern mining
- compressive sensing
- higher order
- active learning
- machine learning