Compression of multi-slice CT: 2D vs. 3D JPEG 2000 and effects of slice thickness

Eliot Siegel, Khan Siddiqui, Jeffrey Johnson, Olivier Crave, Zhenyu Wu, Joseph Dagher, Ali Bilgin, Michael Marcellin, Mariappan Nadar, Bruce Reiner

Research output: Contribution to journalConference article

18 Scopus citations

Abstract

The widespread use of multi-detector CT scanners has been associated with a remarkable increase in the number of CT slices as well as a substantial decrease in the average thickness of individual slices. This increased number of thinner slices has created a marked increase in archival and network bandwidth requirements associated with storage and transmission of these studies. We demonstrate that although compression can be used to decrease the size of these image files, thinner CT slices are less compressible than thicker slices when measured by either a visual discrimination model (VDM) or the more traditional peak signal to noise ratio. The former technique (VDM) suggests that the discrepancy in compressibility between thin and thick slices becomes greater at greater compression levels while the latter technique (PSNR), suggests that this is not the case. Previous studies that we and others have performed suggest that the VDM model probably corresponds more closely with human observers than does the PSNR model. Additionally we demonstrated that the poor relative compressibility of thin sections can be substantially negated by the use of JPEG 2000 3D compression which yields superior image quality at a given level of compression in comparison with 2D compression. Additionally, thin and thick sections are approximately equally compressible for 3D compression with little change with increasing levels of compression.

Original languageEnglish (US)
Article number5748-21
Pages (from-to)162-170
Number of pages9
JournalProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume5748
DOIs
StatePublished - Aug 25 2005
EventMedical Imaging 2005 - PACS and Imaging Informatics - San Diego, CA, United States
Duration: Feb 15 2005Feb 17 2005

Keywords

  • 2D
  • 3D
  • Compression
  • CT
  • DICOM
  • JND
  • JPEG 2000
  • MSCT
  • PSNR
  • VDM

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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