3D ultrasound reconstruction of spinal images using an improved olympic hole-filling method

D. E.O. Dewi, M. H.F. Wilkinson, T. L.R. Mengko, I. K.E. Purnama, P. M.A. Van Ooijen, A. G. Veldhuizen, N. M. Maurits, G. J. Verkerke

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

10 Citations (Scopus)

Abstract

We propose a new Hole-filling algorithm by improving the Olympic operator, and we also apply it to generate the volume in our freehand 3D ultrasound reconstruction of the spine. First, the ultrasound frames and position information are compounded into a 3D volume using the Bin-filling method. Then, the Hole-filling method is used to repair gaps in the volume. The conventional Olympic operator defines the empty voxels by sorting the neighboring voxels, removing the n% of the upper and lower values, and averaging them to attain the value to fill the empty voxels. The empty voxel estimation can be improved by thresholding the range width of its neighboring voxels and adjusting it to the average values. The method is tested on a hole-manipulated volume derived from a cropped 3D ultrasound volume of a part of the spine. Our MAE calculation on the proposed technique shows improved result compared to all tested existing methods.

Original languageEnglish
Title of host publicationInternational Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009
Place of PublicationPiscataway, NJ
PublisherIEEE
Number of pages5
ISBN (Print)978-1-4244-4999-6
DOIs
Publication statusPublished - 1 Dec 2009
EventInternational Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009 - Bandung, Indonesia
Duration: 23 Nov 200925 Nov 2009

Conference

ConferenceInternational Conference on Instrumentation, Communication, Information Technology, and Biomedical Engineering 2009, ICICI-BME 2009
Abbreviated titleICICI-BME 2020
CountryIndonesia
CityBandung
Period23/11/0925/11/09

Keywords

  • 3D ultrasound reconstruction
  • Hole-filling
  • Improved olympic operator
  • Spine

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