Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques.
Agapi DavradouEftychios ProtopapadakisMaria KaselimiAnastasios D. DoulamisNikolaos DoulamisPublished in: CoRR (2022)
Keyphrases
- super resolution
- noise reduction
- deep learning
- low resolution
- high resolution
- edge preserving
- signal to noise ratio
- image reconstruction
- image restoration
- unsupervised learning
- high quality
- motion blur
- single image
- median filter
- multi frame
- edge detection
- mental models
- machine learning
- wiener filter
- motion estimation
- depth map
- dimensionality reduction
- image patches
- feature space
- blurred images
- nonlinear diffusion