A task-informed model training method for deep neural network-based image denoising.
Kaiyan LiHua LiMark A. AnastasioPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Keyphrases
- image denoising
- statistical model
- similarity measure
- objective function
- denoising
- probabilistic model
- total variation
- optimization procedure
- natural images
- partial differential equations
- computational complexity
- image inpainting
- denoising methods
- singularity detection
- variational framework
- soft thresholding
- computer vision
- probability model
- gaussian distribution
- energy function
- pairwise
- image processing