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
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;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2010 IEEE International Symposium on
Conference_Location :
Rotterdam
Print_ISBN :
978-1-4244-4125-9
Electronic_ISBN :
1945-7928
DOI :
10.1109/ISBI.2010.5490355