Nonrigid 2D registration of fluoroscopic coronary artery image sequence with propagated deformation field

Taewoo Park; Seung Yeon Shin; Youngtaek Hong; Soochahn Lee; Hyuk Jae Chang; Il Dong Yun

doi:10.1117/12.2255551

Nonrigid 2D registration of fluoroscopic coronary artery image sequence with propagated deformation field

Taewoo Park, Seung Yeon Shin, Youngtaek Hong, Soochahn Lee, Hyuk Jae Chang, Il Dong Yun

Department of Internal Medicine

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We propose a novel method for nonrigid registration of coronary arteries within frames of a fluoroscopic X-ray angiogram sequence with propagated deformation field. The aim is to remove the motion of coronary arteries in order to simplify further registration of the 3D vessel structure obtained from computed tomography angiography, with the x-ray sequence. The Proposed methodology comprises two stages: propagated adjacent pairwise nonrigid registration, and, sequence-wise fixed frame nonrigid registration. In the first stage, a propagated nonrigid transformation reduces the disparity search range for each frame sequentially. In the second stage, nonrigid registration is applied for all frames with a fixed target frame, thus generating a motion-aligned sequence. Experimental evaluation conducted on a set of 7 fluoroscopic angiograms resulted in reduced target registration error, compared to previous methods, showing the effectiveness of the proposed methodology.

Original language	English
Title of host publication	Medical Imaging 2017
Subtitle of host publication	Biomedical Applications in Molecular, Structural, and Functional Imaging
Editors	Barjor Gimi, Andrzej Krol
Publisher	SPIE
ISBN (Electronic)	9781510607194
DOIs	https://doi.org/10.1117/12.2255551
Publication status	Published - 2017
Event	Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging - Orlando, United States Duration: 2017 Feb 12 → 2017 Feb 14

Publication series

Name	Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume	10137
ISSN (Print)	1605-7422

Other

Other	Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging
Country/Territory	United States
City	Orlando
Period	17/2/12 → 17/2/14

Bibliographical note

Publisher Copyright:
© 2017 SPIE.

All Science Journal Classification (ASJC) codes

Electronic, Optical and Magnetic Materials
Atomic and Molecular Physics, and Optics
Biomaterials
Radiology Nuclear Medicine and imaging

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10.1117/12.2255551

Cite this

Park, T., Shin, S. Y., Hong, Y., Lee, S., Chang, H. J., & Yun, I. D. (2017). Nonrigid 2D registration of fluoroscopic coronary artery image sequence with propagated deformation field. In B. Gimi, & A. Krol (Eds.), Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging [101371W] (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 10137). SPIE. https://doi.org/10.1117/12.2255551

Park, Taewoo ; Shin, Seung Yeon ; Hong, Youngtaek ; Lee, Soochahn ; Chang, Hyuk Jae ; Yun, Il Dong. / Nonrigid 2D registration of fluoroscopic coronary artery image sequence with propagated deformation field. Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging. editor / Barjor Gimi ; Andrzej Krol. SPIE, 2017. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE).

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abstract = "We propose a novel method for nonrigid registration of coronary arteries within frames of a fluoroscopic X-ray angiogram sequence with propagated deformation field. The aim is to remove the motion of coronary arteries in order to simplify further registration of the 3D vessel structure obtained from computed tomography angiography, with the x-ray sequence. The Proposed methodology comprises two stages: propagated adjacent pairwise nonrigid registration, and, sequence-wise fixed frame nonrigid registration. In the first stage, a propagated nonrigid transformation reduces the disparity search range for each frame sequentially. In the second stage, nonrigid registration is applied for all frames with a fixed target frame, thus generating a motion-aligned sequence. Experimental evaluation conducted on a set of 7 fluoroscopic angiograms resulted in reduced target registration error, compared to previous methods, showing the effectiveness of the proposed methodology.",

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Park, T, Shin, SY, Hong, Y, Lee, S, Chang, HJ & Yun, ID 2017, Nonrigid 2D registration of fluoroscopic coronary artery image sequence with propagated deformation field. in B Gimi & A Krol (eds), Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging., 101371W, Progress in Biomedical Optics and Imaging - Proceedings of SPIE, vol. 10137, SPIE, Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging, Orlando, United States, 17/2/12. https://doi.org/10.1117/12.2255551

Nonrigid 2D registration of fluoroscopic coronary artery image sequence with propagated deformation field. / Park, Taewoo; Shin, Seung Yeon; Hong, Youngtaek; Lee, Soochahn; Chang, Hyuk Jae; Yun, Il Dong.

Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging. ed. / Barjor Gimi; Andrzej Krol. SPIE, 2017. 101371W (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 10137).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Park T, Shin SY, Hong Y, Lee S, Chang HJ, Yun ID. Nonrigid 2D registration of fluoroscopic coronary artery image sequence with propagated deformation field. In Gimi B, Krol A, editors, Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging. SPIE. 2017. 101371W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE). https://doi.org/10.1117/12.2255551

Nonrigid 2D registration of fluoroscopic coronary artery image sequence with propagated deformation field

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