6-DOF probe tracking via skin mapping for freehand 3D ultrasound

Three-dimensional ultrasound (3D US) is widely useful in clinical diagnosis and therapy monitoring. However, the existing methods for 3D US are generally expensive and physically constraining. This paper describes a low-cost and unobtrusive method for 3D US, which spatially registers 2D US scans in six degrees of freedom (6 DoF). In this method, artificial skin features are created in the scan region of the body for robust feature tracking. A lightweight camera is mounted on the US probe to track the features for probe motion recovery and skin surface mapping. This algorithm does not rely on any assumption on the scene, so this system is suitable for scan regions of any size and any surface shape. In this paper, the system design and the preparation of artificial skin features are described. Performance of this method in 3D volume reconstruction is examined quantitatively through in-vitro experiments and qualitatively through in-vivo experiments.

[1]  Hedyeh Rafii-Tari,et al.  Panorama Ultrasound for Guiding Epidural Anesthesia: A Feasibility Study , 2011, IPCAI.

[2]  C. Poulsen,et al.  An optical registration method for 3D ultrasound freehand scanning , 2005, IEEE Ultrasonics Symposium, 2005..

[3]  Bo Wang,et al.  Towards an Ultrasound Probe with Vision: Structured Light to Determine Surface Orientation , 2011, AE-CAI.

[4]  Graham M. Treece,et al.  Three-dimensional ultrasound imaging , 2010, Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine.

[5]  Matthijs C. Dorst Distinctive Image Features from Scale-Invariant Keypoints , 2011 .

[6]  Hyun-Jae Kang,et al.  Multi-DoF probe trajectory reconstruction with local sensors for 2D-to-3D ultrasound , 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

[7]  V. Lepetit,et al.  EPnP: An Accurate O(n) Solution to the PnP Problem , 2009, International Journal of Computer Vision.

[8]  Brian W. Anthony,et al.  Freehand 3D ultrasound volume imaging using a miniature-mobile 6-DOF camera tracking system , 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

[9]  David Nistér,et al.  An efficient solution to the five-point relative pose problem , 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

[10]  Po-Wei Hsu,et al.  Freehand 3D Ultrasound Calibration: A Review , 2009 .