Title :
Sinogram enhancement for high-resolution ultrasonic transmission tomography using nonlinear anisotropic coherence diffusion
Author :
Kim, Tae-Seong ; Huang, Changzheng ; Jeong, Jeong-Won ; Shin, Dae C. ; Singh, Manbir ; Marmarelis, Vasilis Z.
Author_Institution :
Dept. of Biomed. Eng., Southern California Univ., Los Angeles, CA, USA
Abstract :
A novel system for high-resolution ultrasonic transmission tomography (HUTT) has been developed with the critical innovation of using sub-millimetre transducer arrays and multi-band analysis of the first-arrival pulse. To obtain frequency band-specific projection data or sinograms, the extracted first-arrival pulse at each azimuthal and angular location of a mechanical tomographic scanner is processed to yield a "multispectral" vector of attenuation values at multiple frequency bands. However, the HUTT sinogram is subject to artifacts and noise caused by various sources (e.g., electronic and measurement noise, beam hardening, beam starvation, and ultrasonic diffraction and refraction). The sinogram also degrades at higher frequency bands due to greater attenuation, resulting in low signal-to-noise ratio (SNR). In this study, we present novel methods of enhancing and denoising the sinogram through a variant of nonlinear anisotropic coherence-enhancing diffusion. We demonstrate the performance of various diffusion filters and their effectiveness in improving the quality of the sinogram.
Keywords :
acoustic tomography; computerised tomography; signal denoising; ultrasonic imaging; ultrasonic transmission; attenuation values; beam hardening; beam starvation; diffusion filters; electronic noise; first-arrival pulse; frequency band-specific projection data; high-resolution ultrasonic transmission tomography; measurement noise; mechanical tomographic scanner; multiband analysis; multiple frequency bands; nonlinear anisotropic coherence-enhancing diffusion; signal-to-noise ratio; sinogram enhancement; submillimetre transducer arrays; ultrasonic diffraction; ultrasonic refraction; Anisotropic magnetoresistance; Attenuation; Data mining; Frequency; Noise measurement; Signal to noise ratio; Technological innovation; Tomography; Ultrasonic transducer arrays; Ultrasonic transducers;
Conference_Titel :
Ultrasonics, 2003 IEEE Symposium on
Print_ISBN :
0-7803-7922-5
DOI :
10.1109/ULTSYM.2003.1293266