Photoacoustic image reconstruction using the pseudoinverse of the system matrix with the potential for real-time imaging

被引:1
|
作者
Petschke, Adam [1 ]
La Riviere, Patrick J. [1 ]
机构
[1] Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
关键词
Photoacoustic imaging; Image reconstruction; Pseudoinverse; Singular-value decomposition; Medical imaging; Biological imaging; TOMOGRAPHY;
D O I
10.1117/12.909145
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We discuss a method for using the pseudoinverse of the system matrix to perform photoacoustic image reconstruction. In our method, the regularization levels are set and the pseudoinverse matrices are calculated just once for all possible objects, so the reconstruction step consists only of a matrix-vector multiplication, which is very fast. We expect this method to work well in photoacoustic imaging because the dominant noise mechanism is usually transducer thermal noise, which is object independent. We find that this reconstruction method offers improvements in ideal observer signal-to-noise ratio, resolution, and the length of streak artifacts compared to standard filtered backprojection.
引用
收藏
页数:6
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