Variational guidewire tracking using phase congruency

Slabaugh, G.G., Kong, K., Unal, G.B. & Fang, T. (2007). Variational guidewire tracking using phase congruency. Lecture Notes in Computer Science, 4792(2), pp. 612-619. doi: 10.1007/978-3-540-75759-7_74

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Abstract

We present a novel method to track a guidewire in cardiac x-ray video. Using variational calculus, we derive differential equations that deform a spline, subject to intrinsic and extrinsic forces, so that it matches the image data, remains smooth, and preserves an a priori length. We analytically derive these equations from first principles, and show how they include tangential terms, which we include in our model. To address the poor contrast often observed in x-ray video, we propose using phase congruency as an image-based feature. Experimental results demonstrate the success of the method in tracking guidewires in low contrast x-ray video.

Item Type: Article
Additional Information: The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-540-75759-7_74
Subjects: Q Science > QA Mathematics
Divisions: School of Informatics > Department of Computing
URI: http://openaccess.city.ac.uk/id/eprint/4412

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