Registration of video images to tomographic images by optimising mutual information using texture mapping

M. J. Clarkson, D. Rueckert, A. P. King, P. J. Edwards, D. L.G. Hill, D. J. Hawkes

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

12 Zitate (Scopus)

Abstract

In this paper we propose a novel tracking method to update the pose of stereo video cameras with respect to a surface model derived from a 3D tomographic image. This has a number of applications in image guided interventions and therapy. Registration of 2D video images to the pre-operative 3D image provides a mapping between image and physical space and enables a perspective projection of the pre-operative data to be overlaid onto the video image. Assuming an initial registration can be achieved, we propose a method for updating the registration, which is based on image intensity and texture mapping. We performed five experiments on simulated, phantom and volunteer data and validated the algorithm against an accurate gold standard in all three cases. We measured the mean 3D error of our tracking algorithm to be 1.05 mm for the simulation and 1.89 mm for the volunteer data. Visually this corresponds to a good registration.

OriginalspracheEnglisch
TitelMedical Image Computing and Computer-Assisted Intervention –MICCAI 1999 - 2nd International Conference, Proceedings
Redakteure/-innenChris Taylor, Alain Colchester
Herausgeber (Verlag)Springer Verlag
Seiten579-589
Seitenumfang11
ISBN (Print)354066503X, 9783540665038
DOIs
PublikationsstatusVeröffentlicht - 1999
Extern publiziertJa
Veranstaltung2nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 1999 - Cambridge, Großbritannien/Vereinigtes Königreich
Dauer: 19 Sept. 199922 Sept. 1999

Publikationsreihe

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Band1679
ISSN (Print)0302-9743
ISSN (elektronisch)1611-3349

Konferenz

Konferenz2nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 1999
Land/GebietGroßbritannien/Vereinigtes Königreich
OrtCambridge
Zeitraum19/09/9922/09/99

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