Title
Inter-scale wavelet analysis for speckle reduction in thyroid ultrasound images.
Abstract
A wavelet-based method for speckle suppression in ultrasound images of the thyroid gland is introduced. The classification of image pixels as speckle or part of important image structures is accomplished within the framework of back-propagation tracking and singularity detection of wavelet transform modulus maxima, derived from inter-scale analysis. A comparative study with other de-speckling techniques, employing quantitative indices, demonstrated that our method achieved superior speckle reduction performance and edge preservation properties. Moreover, a questionnaire regarding qualitative imaging parameters, emanating from various visual observations, was employed by two experienced physicians in order to evaluate the algorithm's speckle suppression efficiency.
Year
DOI
Venue
2007
10.1016/j.compmedimag.2006.11.006
Computerized Medical Imaging and Graphics
Keywords
DocType
Volume
Thyroid nodules,Ultrasound images,Speckle reduction,Local maxima,Coarse to fine,Singularity detection
Journal
31
Issue
ISSN
Citations 
3
0895-6111
3
PageRank 
References 
Authors
0.57
10
5
Name
Order
Citations
PageRank
Stavros Tsantis1211.95
N. Dimitropoulos2443.93
M Ioannidou330.57
Dionisis Cavouras4214.67
George Nikiforidis5162.77