Ultrasound image matching using genetic algorithms

被引:3
|
作者
Douglas, TS [1 ]
Solomonidis, SE
Sandham, WA
Spence, WD
机构
[1] Univ Cape Town, Dept Human Biol, ZA-7925 Cape Town, South Africa
[2] Univ Strathclyde, Bioengn Unit, Glasgow G1 1XQ, Lanark, Scotland
[3] Univ Strathclyde, Dept Elect Engn, Glasgow G1 1XQ, Lanark, Scotland
关键词
residual limb; prosthetics; genetic algorithm; ultrasound; compound image;
D O I
10.1007/BF02348121
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Image compounding reduces the artifacts inherent in ultrasound imaging, but accurate matching of images for compounding depends on their accurate placement in the compound image plane. A method is presented to reduce displacement errors during compounding of ultrasound B-scans of a normal human shank. A genetic algorithm was used to place matching B-scans in the compound image. The method was tested on a phantom and was shown to reduce, but not eliminate, mismatches due to the displacement of B-scans from their original position in the compound image plane. The results can be extended to applications in lower-limb prosthetics, where ultrasound imaging can be used to visualise the internal geometry of amputees' residual limbs.
引用
收藏
页码:168 / 172
页数:5
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