BME Advanced Imaging [399-650A]: Course Notes

Linear Registration

• Suggested reading
  • Chapter 2 of JBA Maintz PhD thesis contains an excellent review of the literature.
• Class notes
  • Slides of class notes.
• Review/reference papers
  • Brown LG: A survey of image registration techniques. ACM Computing Surveys 24(4): pp 325-376, 1993.
  • P.A. van den Elsen, E.J.D. Pol and M.A. Viergever. Medical Image Matching - a Review with Classification. IEEE Eng. Med Biol. Mar. 12(1):26-39 1993.
• Other interesting papers/bibliographies
  • A High Performance Computing Approach to the Registration of Medical Imaging Data Simon Warfield, Ferenc A. Jolesz and Ron Kikinis
  • Automatic Image Registration using Voxel Similarity Measures.Derek Hill, Colin Studholme and David Hawkes
  • Automated 3D registration of MR and CT images of the head, Colin Studholme, Derek LG Hill, David J Hawkes, Medical Image analysis, 1996
  • Twan Maintz's publications
  • registration publications from the Image Science Institute Utrecht
  • Registration bibliography from Naomi Hill
  • USC Annotated Computer Vision Bibliography is a great searchable data base of computer vision literature. The entries below are from this data base.
    • Image Registration Techniques
    • Register 3-D Surfaces
    • Surfaces and Range Data Matching
    • USC G. Matching, Stereo, and Time-Varying Imagery
• Interesting Links
  • Registration of multimodal medical images (at the Image Science Institute).
  • Feature Extraction: Crest lines, Extremal Points (from Xavier Pennec)