Evaluation of Speckle Noise Reduction Filters and Machine Learning Algorithms for Ultrasound Images.
Kwazikwenkosi SikhakhaneSuvendi RimerMpho GololoKhmaies OuahadaAdnan M. Abu-MahfouzPublished in: IEEE Access (2024)
Keyphrases
- machine learning algorithms
- noise reduction
- speckle noise
- ultrasound images
- edge detection
- speckle reduction
- filtering scheme
- median filter
- edge enhancement
- edge preserving
- benchmark data sets
- learning algorithm
- machine learning
- signal to noise ratio
- noise removal
- decision trees
- multiplicative noise
- medical ultrasound
- speckle reducing anisotropic diffusion
- impulsive noise
- bilateral filter
- noise level
- ultrasound imaging
- noisy images
- multiscale
- edge detector
- denoising methods
- image processing
- image enhancement
- noise free
- impulse noise
- low contrast
- anisotropic diffusion
- prostate segmentation
- noise suppression
- multiresolution
- high frequency
- mathematical morphology