A regularized inverse approach to ultrasonic pulse-echo imaging

IEEE Trans Med Imaging. 2006 Jun;25(6):712-22. doi: 10.1109/tmi.2006.873297.

Abstract

An inverse-theoretic approach to ultrasonic pulse-echo imaging based on nonquadratic regularization is presented, and its effectiveness is investigated computationally by: 1) evaluating the quality of the reconstruction of speckle-based images as a function of the transmit-receive bandwidth and focal number of the transducer; 2) comparing the reconstructed images with those obtained by using conventional B-mode imaging. The L-curve and the generalized cross-validation methods were evaluated as automatic regularization parameter selection techniques. The inversion using regularization produced better results than conventional B-mode imaging for high signal-to-noise ratios (SNRs). A lower bound of 30 dB for the SNR was found for this study, below which several of the image features were lost during the reconstruction process in order to control the distortion due to the noise.

Publication types

  • Evaluation Study

MeSH terms

  • Algorithms*
  • Artifacts
  • Computer Simulation
  • Image Enhancement / methods*
  • Image Interpretation, Computer-Assisted / methods*
  • Imaging, Three-Dimensional / methods*
  • Information Storage and Retrieval / methods*
  • Models, Biological*
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Ultrasonography / methods*