RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models.
Haoyu ChenWenbo LiJinjin GuJingjing RenSixiang ChenTian YeRenjing PeiKaiwen ZhouFenglong SongLei ZhuPublished in: CoRR (2024)
Keyphrases
- image restoration
- language model
- language modeling
- total variation
- speech recognition
- n gram
- edge preserving
- markov random field
- query expansion
- language modelling
- retrieval model
- information retrieval
- test collection
- probabilistic model
- regularization parameter
- restoration method
- image processing
- wiener filter
- super resolution
- image deblurring
- iterative image restoration
- degraded images
- statistical language models
- language models for information retrieval
- motion blur
- blurred images
- point spread function
- image restoration problems
- blind image restoration
- blur identification
- regularization method
- restoration algorithm
- relevance model
- multiscale
- machine learning
- regularization methods
- smoothing methods
- adaptive neighborhood
- video sequences
- pairwise
- modified hopfield neural network