Speckle Noise Detection and Removing by Machine Learning Algorithms in Multisensory Images for 5G Transmission.
M. DharaniM. V. V. S. NagendranathShaik Mohammad RafeeGattim Naveen KishoreT. Krishna Moorthy VenkataPublished in: Scalable Comput. Pract. Exp. (2024)
Keyphrases
- machine learning algorithms
- speckle noise
- ultrasound images
- low contrast
- benchmark data sets
- noise reduction
- learning algorithm
- sar images
- speckle reduction
- decision trees
- additive noise
- synthetic aperture radar
- image analysis
- edge preserving
- wavelet domain
- machine learning
- textural information
- gray level
- texture information
- input image
- ultrasound imaging
- edge detection
- denoising
- image features
- multiplicative noise
- region of interest
- feature space
- multiscale
- noisy images
- medical ultrasound
- spatial domain
- anisotropic diffusion
- multiresolution
- pairwise
- signal to noise ratio
- probabilistic model