Automatic intraoperative stitching of nonoverlapping cone-beam CT acquisitions

Javad Fotouhi, Bernhard Fuerst, Mathias Unberath, Stefan Reichenstein, Sing Chun Lee, Alex A. Johnson, Greg M. Osgood, Mehran Armand, Nassir Navab

Research output: Contribution to journalArticlepeer-review

Abstract

Purpose: Cone-beam computed tomography (CBCT) is one of the primary imaging modalities in radiation therapy, dentistry, and orthopedic interventions. While CBCT provides crucial intraoperative information, it is bounded by a limited imaging volume, resulting in reduced effectiveness. This paper introduces an approach allowing real-time intraoperative stitching of overlapping and nonoverlapping CBCT volumes to enable 3D measurements on large anatomical structures. Methods: A CBCT-capable mobile C-arm is augmented with a red-green-blue-depth (RGBD) camera. An offline cocalibration of the two imaging modalities results in coregistered video, infrared, and x-ray views of the surgical scene. Then, automatic stitching of multiple small, nonoverlapping CBCT volumes is possible by recovering the relative motion of the C-arm with respect to the patient based on the camera observations. We propose three methods to recover the relative pose: RGB-based tracking of visual markers that are placed near the surgical site, RGBD-based simultaneous localization and mapping (SLAM) of the surgical scene which incorporates both color and depth information for pose estimation, and surface tracking of the patient using only depth data provided by the RGBD sensor. Results: On an animal cadaver, we show stitching errors as low as 0.33, 0.91, and 1.72 mm when the visual marker, RGBD SLAM, and surface data are used for tracking, respectively. Conclusions: The proposed method overcomes one of the major limitations of CBCT C-arm systems by integrating vision-based tracking and expanding the imaging volume without any intraoperative use of calibration grids or external tracking systems. We believe this solution to be most appropriate for 3D intraoperative verification of several orthopedic procedures.

Original languageEnglish (US)
Pages (from-to)2463-2475
Number of pages13
JournalMedical physics
Volume45
Issue number6
DOIs
StatePublished - Jun 2018

Keywords

  • C-arm
  • RGBD
  • cone-beam CT
  • stitching
  • tracking

ASJC Scopus subject areas

  • Biophysics
  • Radiology Nuclear Medicine and imaging

Fingerprint

Dive into the research topics of 'Automatic intraoperative stitching of nonoverlapping cone-beam CT acquisitions'. Together they form a unique fingerprint.

Cite this