Supercompound imaging with weiner deconvolution

Tsuicheng Chiu, James Macione, Sonia Contreras, Eric Sirois, Wei Sun, Martin Fox

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The resolution of ultrasound imaging is restricted primarily by the blurring process of the imaging system embedded in the point spread function (PSF). Supercompounding has been found to be a highly effective way to enhance the resolution of ultrasound imaging. Here we utilize a spatial ultrasound compounding technique using a B-mode array rotated around a target in a range encompassing 180° or greater which we term "supercompounding." For some ultrasound imaging modalities, the PSF is unknown and is space variant, caused by a mono-focus imaging device. To use linear algorithms to enhance the resolution, images must be assumed to have a uniform PSF which is space invariant; otherwise, it is necessary to use complicated non-linear algorithms. Under the above circumstances, an image with a uniform PSF is the key element to more effective resolution enhancement. The supercompounding technique as here can create an image with a uniform PSF from 214 B-scan images thus allowing the use of linear algorithm enhancement. Once a supercompound image with a uniform PSF is constructed, the resolution of the image was further improved with Weiner deconvolution. The processing technique was demonstrated on imaging a dissected porcine aortic root at 5 different critical height levels both with and without inflated pressure into to the sinus. The results can be analyzed to acquire the mechanical properties and geometry of the aortic valve for future use. The resolution as measured by -6dB width of the sinus wall shows a 14% improvement.

Original languageEnglish (US)
Title of host publicationMedical Imaging 2009
Subtitle of host publicationUltrasonic Imaging and Signal Processing
DOIs
StatePublished - Jun 22 2009
Externally publishedYes
EventMedical Imaging 2009: Ultrasonic Imaging and Signal Processing - Lake Buena Vista, FL, United States
Duration: Feb 8 2009Feb 9 2009

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume7265
ISSN (Print)1605-7422

Other

OtherMedical Imaging 2009: Ultrasonic Imaging and Signal Processing
CountryUnited States
CityLake Buena Vista, FL
Period2/8/092/9/09

Keywords

  • Point spread function
  • SPF
  • Supercompound
  • Ultrasound
  • Weiner deconvolution

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Biomaterials
  • Atomic and Molecular Physics, and Optics
  • Radiology Nuclear Medicine and imaging

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  • Cite this

    Chiu, T., Macione, J., Contreras, S., Sirois, E., Sun, W., & Fox, M. (2009). Supercompound imaging with weiner deconvolution. In Medical Imaging 2009: Ultrasonic Imaging and Signal Processing [72650W] (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 7265). https://doi.org/10.1117/12.813417