Title
Denoising of ultrasound images affected by combined speckle and Gaussian noise.
Abstract
This study introduces an image denoising method in the presence of combined speckle and Gaussian noise. The dual-tree complex wavelet transform is applied to the image in order to obtain specific coefficients characterising these types of noise. Then, these extracted coefficients are removed by thresholding and an inverse wavelet transform is applied in order to obtain the reconstructed image. A c...
Year
DOI
Venue
2018
10.1049/iet-ipr.2018.5292
IET Image Processing
Keywords
Field
DocType
biomedical ultrasonics,filtering theory,Gaussian noise,image denoising,image reconstruction,medical image processing,speckle,wavelet transforms
Noise reduction,Computer vision,Inverse,Pattern recognition,Speckle pattern,Artificial intelligence,Thresholding,Complex wavelet transform,Gaussian noise,Mathematics,Wavelet,Wavelet transform
Journal
Volume
Issue
ISSN
12
12
1751-9659
Citations 
PageRank 
References 
2
0.38
0
Authors
5
Name
Order
Citations
PageRank
Mehdi Mafi1121.84
Solale Tabarestani251.43
Mercedes Cabrerizo39214.69
Armando Barreto47910.17
Malek Adjouadi534152.73