Improving image super-resolution with structured knowledge distillation-based multimodal denoising diffusion probabilistic model.
Li HuangJingke YanMin WangQin WangPublished in: J. Electronic Imaging (2024)
Keyphrases
- image super resolution
- denoising
- probabilistic model
- structured knowledge
- semi structured
- image denoising
- super resolution
- low resolution
- knowledge representation and reasoning
- dictionary learning
- knowledge base
- noisy images
- bayesian networks
- image processing
- natural images
- high resolution
- kernel regression
- anisotropic diffusion
- edge preserving
- generative model
- map estimation
- expectation maximization
- image registration
- sparse coding
- incomplete information
- high resolution images
- low resolution images
- maximum a posteriori
- computer vision
- high quality
- high dimensional
- higher order
- least squares