DocumentCode :
1153348
Title :
Fast Rigid Registration of Vascular Structures in IVUS Sequences
Author :
Gatta, Carlo ; Pujol, Oriol ; Leor, Oriol Rodriguez ; Ferre, Josepa Mauri ; Radeva, Petia
Author_Institution :
Comput. Vision Center, Univ. Autonoma de Barcelona (UAB), Barcelona, Spain
Volume :
13
Issue :
6
fYear :
2009
Firstpage :
1006
Lastpage :
1011
Abstract :
Intravascular ultrasound (IVUS) technology permits visualization of high-resolution images of internal vascular structures. IVUS is a unique image-guiding tool to display longitudinal view of the vessels, and estimate the length and size of vascular structures with the goal of accurate diagnosis. Unfortunately, due to pulsatile contraction and expansion of the heart, the captured images are affected by different motion artifacts that make visual inspection difficult. In this paper, we propose an efficient algorithm that aligns vascular structures and strongly reduces the saw-shaped oscillation, simplifying the inspection of longitudinal cuts; it reduces the motion artifacts caused by the displacement of the catheter in the short-axis plane and the catheter rotation due to vessel tortuosity. The algorithm prototype aligns 3.16 frames/s and clearly outperforms state-of-the-art methods with similar computational cost. The speed of the algorithm is crucial since it allows to inspect the corrected sequence during patient intervention. Moreover, we improved an indirect methodology for IVUS rigid registration algorithm evaluation.
Keywords :
biomedical ultrasonics; blood vessels; cardiovascular system; data visualisation; image motion analysis; image registration; image resolution; image sequences; medical image processing; IVUS sequences; catheter rotation; fast rigid registration; high-resolution image visualization; image-guiding tool; internal vascular structures; intravascular ultrasound technology; longitudinal cut inspection; motion artifacts; patient intervention; pulsatile contraction; saw-shaped oscillation; short-axis plane; vessel tortuosity; Catheter motion artifacts; fast radial symmetry transform (FRST); intravascular ultrasound (IVUS); spectral correlation analysis; Algorithms; Artifacts; Catheterization; Fourier Analysis; Humans; Image Processing, Computer-Assisted; Models, Cardiovascular; Motion; Normal Distribution; Phantoms, Imaging; Ultrasonography, Interventional;
fLanguage :
English
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
Publisher :
ieee
ISSN :
1089-7771
Type :
jour
DOI :
10.1109/TITB.2009.2027230
Filename :
5175464
Link To Document :
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