Ultrasonic flaw detection using threshold modified S-transform

Ultrasonics. 2014 Feb;54(2):676-83. doi: 10.1016/j.ultras.2013.09.004. Epub 2013 Sep 21.

Abstract

Interference noising originating from the ultrasonic testing defect signal seriously influences the accuracy of the signal extraction and defect location. Time-frequency analysis methods are mainly used to improve the defects detection resolution. In fact, the S-transform, a hybrid of the Short time Fourier transform (STFT) and wavelet transform (WT), has a time frequency resolution which is far from ideal. In this paper, a new modified S-transform based on thresholding technique, which offers a better time frequency resolution compared to the original S-transform is proposed. The improvement is achieved by the introduction of a new scaling rule for the Gaussian window used in S-transform. Simulation results are presented and show correct time frequency information of multiple Gaussian echoes under low signal-to-noise ratio (SNR) environment. In addition, experimental results demonstrate better and reliable detection of close echoes drowned in the noise.

Keywords: Flaw detection; Modified S-transform; Time–frequency signal analysis; Ultrasonic signal.

MeSH terms

  • Algorithms*
  • Image Enhancement / methods*
  • Image Interpretation, Computer-Assisted / methods*
  • Materials Testing / methods*
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Ultrasonography / methods*