Distortion matrix approach for ultrasound imaging of random scattering media

Proc Natl Acad Sci U S A. 2020 Jun 30;117(26):14645-14656. doi: 10.1073/pnas.1921533117. Epub 2020 Jun 10.

Abstract

Focusing waves inside inhomogeneous media is a fundamental problem for imaging. Spatial variations of wave velocity can strongly distort propagating wave fronts and degrade image quality. Adaptive focusing can compensate for such aberration but is only effective over a restricted field of view. Here, we introduce a full-field approach to wave imaging based on the concept of the distortion matrix. This operator essentially connects any focal point inside the medium with the distortion that a wave front, emitted from that point, experiences due to heterogeneities. A time-reversal analysis of the distortion matrix enables the estimation of the transmission matrix that links each sensor and image voxel. Phase aberrations can then be unscrambled for any point, providing a full-field image of the medium with diffraction-limited resolution. Importantly, this process is particularly efficient in random scattering media, where traditional approaches such as adaptive focusing fail. Here, we first present an experimental proof of concept on a tissue-mimicking phantom and then, apply the method to in vivo imaging of human soft tissues. While introduced here in the context of acoustics, this approach can also be extended to optical microscopy, radar, or seismic imaging.

Keywords: acoustic speckle; complex media; sample-induced aberrations; transmission matrix imaging; waves.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Acoustics
  • Fourier Analysis
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Leg / diagnostic imaging
  • Phantoms, Imaging
  • Scattering, Radiation
  • Ultrasonography / methods*