Title
Temporal and volumetric denoising via quantile sparse image prior.
Abstract
•Algorithm enables noise reduction in volumetric OCT data while preserving important morphological structures.•Algorithm outperforms state-of-the-art methods in terms of quantitative measures.•Interestingly a slightly modified version of the algorithm successfully removes noise in volumetric CT data.
Year
DOI
Venue
2018
10.1016/j.media.2018.06.002
Medical Image Analysis
Keywords
Field
DocType
Spatio-temporal denoising,Variational approach,Quasi prior,ADMM
Noise reduction,Computer vision,Optical coherence tomography,Pattern recognition,Medical imaging,Quantile,Sparse image,Regularization (mathematics),Artificial intelligence,Speckle noise,Linearization,Mathematics
Journal
Volume
ISSN
Citations 
48
1361-8415
0
PageRank 
References 
Authors
0.34
13
10