A fast bilateral filter with application to artefact reduction

作者：Shao, Dangguo^*; Zhong, Ming; Liu, Dong C.

来源：Computer Methods in Biomechanics and Biomedical Engineering, 2015, 18(4): 376-381.

DOI：10.1080/10255842.2013.803080

• local histogram
• ultrasound elastography
• bilateral filter
• artefact reduction

Elastography in medical ultrasound is an imaging technique that displays information about tissue stiffness. However, elastography suffers from artefact noise that may come from two dominant sources: decorrelation error and amplitude modulation error. In order to reduce artefact and improve the quality of ultrasonic elastography, a fast bilateral filter is proposed in this study based on local histogram. The presented filter is derived from a conventional bilateral filter, and a local histogram is introduced to speed up the filter. The proposed algorithm can reduce artefact noise and, at the same time, maintain the tissue structure. Both simulation and phantom testing show that the proposed method can improve the quality of ultrasonic elastography in terms of tissue elastographic signal-to-noise ratio and elastographic contrast-to-noise ratio values.

• 出版日期2015-3-12
• 单位四川大学; 昆明理工大学