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Evaluation of Speckle Noise Reduction Filters and Machine Learning Algorithms for Ultrasound Images.
Kwazikwenkosi Sikhakhane
Suvendi Rimer
Mpho Gololo
Khmaies Ouahada
Adnan M. Abu-Mahfouz
Published in:
IEEE Access (2024)
Keyphrases
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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