RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration via Explainable AI Systems.
Aboli MarathePushkar JainRahee WalambeKetan KotechaPublished in: CVPR Workshops (2022)
Keyphrases
- ai systems
- image restoration
- intelligent systems
- artificial intelligence
- edge preserving
- image processing
- natural language generation
- total variation
- super resolution
- image deblurring
- regularization parameter
- markov random field
- image restoration problems
- blur identification
- blind image restoration
- regularization method
- modified hopfield neural network
- gaussian noise
- blurred images
- adaptive neighborhood
- iterative image restoration
- wiener filter
- point spread function
- image deconvolution
- kernel estimation
- motion blur
- higher order