Medical image denoising system based on stacked convolutional autoencoder for enhancing 2-dimensional gel electrophoresis noise reduction.
Aya Saleh AhmedWessam H. El-BehaidyAliaa A. A. YoussifPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- noise reduction
- image denoising
- gel electrophoresis
- denoising algorithm
- denoising
- restricted boltzmann machine
- image processing
- denoising methods
- edge detection
- noisy images
- signal to noise ratio
- edge preservation
- multiplicative noise
- natural images
- total variation
- edge preserving
- partial differential equations
- noise level
- noise removal
- bilateral filter
- bilateral filtering
- soft thresholding
- nonlinear diffusion
- median filter
- wavelet domain
- speckle noise
- wavelet coefficients
- wiener filter
- noise free
- feature extraction
- machine learning
- nonlinear filters
- impulsive noise
- feature vectors
- impulse noise
- higher order