Assessing the Impact of Deep Neural Network-Based Image Denoising on Binary Signal Detection Tasks.
Kaiyan LiWeimin ZhouHua LiMark A. AnastasioPublished in: IEEE Trans. Medical Imaging (2021)
Keyphrases
- image denoising
- signal detection
- denoising
- natural images
- noisy images
- total variation
- low level vision problems
- partial differential equations
- wavelet domain
- image processing
- wavelet coefficients
- total variation regularization
- additive gaussian noise
- bilateral filtering
- wavelet domain hidden markov tree
- nonlocal means
- denoising algorithm
- image deblurring
- nonlinear diffusion
- low signal to noise ratio
- denoising methods
- image segmentation
- image inpainting
- anisotropic diffusion
- filter bank
- computational complexity
- face recognition
- undecimated wavelet transform