DocumentCode
2723384
Title
On estimating de-speckled and speckle components from B-mode ultrasound images
Author
Seabra, José C. ; Sanches, João M.
Author_Institution
Inst. de Sist. e Robot., Inst. Super. Tecnico, Lisbon, Portugal
fYear
2010
fDate
14-17 April 2010
Firstpage
284
Lastpage
287
Abstract
The information encoded in ultrasound speckle is often discarded but it is widely recognized that this phenomenon is dependent of the intrinsic acoustic properties of tissues. In this paper we propose a robust method to estimate the de-speckled and speckle components from the ultrasound data with the purpose of tissue characterization. A de-speckling method, which can conveniently work with either Radio Frequency (RF) or B-mode data, contributes to an improvement on the visualization of anatomical details, while providing useful fields from where echogenicity and texture features can be extracted. The adequacy of the RF image retrieval and despeckling methods are tackled using both synthetic and real ultrasonic data.
Keywords
bioacoustics; biological tissues; biomedical ultrasonics; feature extraction; image retrieval; medical image processing; B-mode ultrasound imaging; RF image retrieval; acoustic properties; anatomical detail visualization; de-speckling method; echogenicity; texture feature extraction; tissues; Acoustic scattering; Data mining; Image recognition; Image retrieval; Information retrieval; Radio frequency; Rayleigh scattering; Robustness; Speckle; Ultrasonic imaging; De-speckling; RF Image Retrieval; Rayleigh; Tissue Characterization; Ultrasound Speckle;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging: From Nano to Macro, 2010 IEEE International Symposium on
Conference_Location
Rotterdam
ISSN
1945-7928
Print_ISBN
978-1-4244-4125-9
Electronic_ISBN
1945-7928
Type
conf
DOI
10.1109/ISBI.2010.5490355
Filename
5490355
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