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.
- genetic algorithm
- medical engineering
Douglas, T., Solomonidis, S. E., Sandham, W. A., & Spence, W. D. (2002). Ultrasound image matching using genetic algorithms. Medical and Biological Engineering and Computing, 40(2), 168-172. https://doi.org/10.1007/BF02348121