Imperial College London

ProfessorDanielRueckert

Faculty of EngineeringDepartment of Computing

Head of Department of Computing
 
 
 
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Contact

 

+44 (0)20 7594 8333d.rueckert Website

 
 
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Location

 

568Huxley BuildingSouth Kensington Campus

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Summary

 

Publications

Citation

BibTex format

@inproceedings{Wu:2013:10.1007/978-3-642-36961-2_23,
author = {Wu, X and Housden, J and Ma, Y and Rueckert, D and Rhode, KS},
doi = {10.1007/978-3-642-36961-2_23},
pages = {198--206},
title = {Real-time catheter extraction from 2D X-ray fluoroscopic and 3D echocardiographic images for cardiac interventions},
url = {http://dx.doi.org/10.1007/978-3-642-36961-2_23},
year = {2013}
}

RIS format (EndNote, RefMan)

TY  - CPAPER
AB - X-ray fluoroscopic images are widely used for image guidance in cardiac electrophysiology (EP) procedures to diagnose or treat cardiac arrhythmias based on catheter ablation. However, the main disadvantage of fluoroscopic imaging is the lack of soft tissue information and harmful radiation. In contrast, ultrasound (US) has the advantages of low-cost, non-radiation, and high contrast in soft tissue. In this paper we propose a framework to extract the catheter from both X-ray and US images in real time for cardiac interventions. The catheter extraction from X-ray images is based on SURF features, local patch analysis and Kalman filtering to acquire a set of sorted key points representing the catheter. At the same time, the transformation between the X-ray and US images can be obtained via 2D/3D rigid registration between a 3D model of the US probe and its projection on X-ray images. By backprojecting the information about the catheter location in the X-ray images to the US images the search space can be drastically reduced. The extraction of the catheter from US is based on 3D SURF feature clusters, graph model building, Aalgorithm and B-spline smoothing. Experiments show the overall process can be achieved in 2.72 seconds for one frame and the reprojected error is 1.99 mm on average. © 2013 Springer-Verlag.
AU - Wu,X
AU - Housden,J
AU - Ma,Y
AU - Rueckert,D
AU - Rhode,KS
DO - 10.1007/978-3-642-36961-2_23
EP - 206
PY - 2013///
SN - 0302-9743
SP - 198
TI - Real-time catheter extraction from 2D X-ray fluoroscopic and 3D echocardiographic images for cardiac interventions
UR - http://dx.doi.org/10.1007/978-3-642-36961-2_23
ER -