Title :
Nonlinear compressibility and mass density reconstruction under plane wave excitation using raw data with noise
Author :
Hesse, Markus C. ; Schmitz, Guido
Author_Institution :
Inst. of Med. Eng., Ruhr-Univ. Bochum, Bochum, Germany
Abstract :
While linear pulse-echo ultrasound imaging methods (e.g. B-mode (BM), delay-and-sum (DAS) beamforming, synthetic aperture focusing technique (SAFT), filtered backpropagation (FBP), etc.) solely reach qualitative images mainly showing tissue boundaries assuming single scattering, nonlinear diffraction tomographic reconstruction methods have been proposed to reconstruct quantitative distributions of various acoustic tissue parameters as attenuation, compressibility, mass density or speed of sound under multiple scattering. In the present contribution, we analyze numerically the image reconstruction robustness of a previously suggested nonlinear simultaneous compressibility and mass density reconstruction algorithm under plane wave excitation to raw data with various noise levels. The image reconstruction results obtained for an unidirectional pulse-echo breast imaging application using raw data sets with maximum signal-to-noise ratios (SNRs) of 30 dB, 40 dB, 50 dB and 60 dB demonstrate the method´s robustness up to 50 dB.
Keywords :
biomedical ultrasonics; image reconstruction; mammography; medical image processing; tomography; B-mode ultrasound; FBP; SAFT; acoustic tissue parameters; delay and sum beamforming; filtered backpropagation; image reconstruction robustness; linear pulse echo ultrasound imaging methods; mass density reconstruction; multiple scattering; noisy raw data; nonlinear compressibility; nonlinear diffraction tomographic reconstruction methods; plane wave excitation; qualitative images; sound attenuation; sound speed; synthetic aperture focusing technique; tissue boundaries; unidirectional pulse echo breast imaging application; Breast; Image coding; Image reconstruction; Imaging; Materials; Noise; Ultrasonic imaging;
Conference_Titel :
Ultrasonics Symposium (IUS), 2014 IEEE International
Conference_Location :
Chicago, IL
DOI :
10.1109/ULTSYM.2014.0032