Interframe registration of IVUS images due to catheter rotation with feature-based optical flow

Mikhail G. Danilouchkine; Frits Mastik; Antonius F.W. Van Der Steen

doi:10.1117/12.707303

Interframe registration of IVUS images due to catheter rotation with feature-based optical flow

Mikhail G. Danilouchkine^*, Frits Mastik, Antonius F.W. Van Der Steen

^*Corresponding author for this work

Cardiology

Research output: Chapter/Conference proceeding › Conference proceeding › Academic › peer-review

1 Citation (Scopus)

Abstract

The quantitative assessment of and compensation for catheter rotation in Intravascular Ultrasound (IVUS) im-ages presents a fundamental problem for noninvasive characterization of the mechanical properties of the coronary arteries. A method based on the scale-space optical flow algorithm with a feature-based weighting scheme is proposed to account for the aforementioned artifact. The computed vector field, describing the transformation between two consecutive frames, allows the quantitative assessment of the amount of vessel wall tissue motion, which is directly related to the catheter rotation. Algorithm accuracy and robustness were demonstrated on a tissue-mimicking phantom, subjected to controlled amount of angular deviation. The proposed method shows a great reliability in prediction of catheter rotational motion up to 4°.

Original language	English
Title of host publication	Medical Imaging 2007
Subtitle of host publication	Ultrasonic Imaging and Signal Processing
DOIs	https://doi.org/10.1117/12.707303
Publication status	Published - 2007
Event	Medical Imaging 2007: Ultrasonic Imaging and Signal Processing - San Diego, CA, United States Duration: 18 Feb 2007 → 19 Feb 2007

Publication series

Series	Progress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume	6513
ISSN	1605-7422

Conference

Conference	Medical Imaging 2007: Ultrasonic Imaging and Signal Processing
Country/Territory	United States
City	San Diego, CA
Period	18/02/07 → 19/02/07

Access to Document

10.1117/12.707303

Cite this

@inproceedings{30bdfec1be9f4b62a77aa2a68da200fd,

title = "Interframe registration of IVUS images due to catheter rotation with feature-based optical flow",

abstract = "The quantitative assessment of and compensation for catheter rotation in Intravascular Ultrasound (IVUS) im-ages presents a fundamental problem for noninvasive characterization of the mechanical properties of the coronary arteries. A method based on the scale-space optical flow algorithm with a feature-based weighting scheme is proposed to account for the aforementioned artifact. The computed vector field, describing the transformation between two consecutive frames, allows the quantitative assessment of the amount of vessel wall tissue motion, which is directly related to the catheter rotation. Algorithm accuracy and robustness were demonstrated on a tissue-mimicking phantom, subjected to controlled amount of angular deviation. The proposed method shows a great reliability in prediction of catheter rotational motion up to 4°.",

author = "Danilouchkine, {Mikhail G.} and Frits Mastik and {Van Der Steen}, {Antonius F.W.}",

year = "2007",

doi = "10.1117/12.707303",

language = "English",

isbn = "081946631X",

series = "Progress in Biomedical Optics and Imaging - Proceedings of SPIE",

publisher = "SPIE",

booktitle = "Medical Imaging 2007",

note = "Medical Imaging 2007: Ultrasonic Imaging and Signal Processing ; Conference date: 18-02-2007 Through 19-02-2007",

}

Danilouchkine, MG, Mastik, F & Van Der Steen, AFW 2007, Interframe registration of IVUS images due to catheter rotation with feature-based optical flow. in Medical Imaging 2007: Ultrasonic Imaging and Signal Processing., 65130V, Progress in Biomedical Optics and Imaging - Proceedings of SPIE, vol. 6513, Medical Imaging 2007: Ultrasonic Imaging and Signal Processing, San Diego, CA, United States, 18/02/07. https://doi.org/10.1117/12.707303

Interframe registration of IVUS images due to catheter rotation with feature-based optical flow. / Danilouchkine, Mikhail G.; Mastik, Frits ; Van Der Steen, Antonius F.W.
Medical Imaging 2007: Ultrasonic Imaging and Signal Processing. 2007. 65130V (Progress in Biomedical Optics and Imaging - Proceedings of SPIE, Vol. 6513).

Research output: Chapter/Conference proceeding › Conference proceeding › Academic › peer-review

TY - GEN

T1 - Interframe registration of IVUS images due to catheter rotation with feature-based optical flow

AU - Danilouchkine, Mikhail G.

AU - Mastik, Frits

AU - Van Der Steen, Antonius F.W.

PY - 2007

Y1 - 2007

N2 - The quantitative assessment of and compensation for catheter rotation in Intravascular Ultrasound (IVUS) im-ages presents a fundamental problem for noninvasive characterization of the mechanical properties of the coronary arteries. A method based on the scale-space optical flow algorithm with a feature-based weighting scheme is proposed to account for the aforementioned artifact. The computed vector field, describing the transformation between two consecutive frames, allows the quantitative assessment of the amount of vessel wall tissue motion, which is directly related to the catheter rotation. Algorithm accuracy and robustness were demonstrated on a tissue-mimicking phantom, subjected to controlled amount of angular deviation. The proposed method shows a great reliability in prediction of catheter rotational motion up to 4°.

AB - The quantitative assessment of and compensation for catheter rotation in Intravascular Ultrasound (IVUS) im-ages presents a fundamental problem for noninvasive characterization of the mechanical properties of the coronary arteries. A method based on the scale-space optical flow algorithm with a feature-based weighting scheme is proposed to account for the aforementioned artifact. The computed vector field, describing the transformation between two consecutive frames, allows the quantitative assessment of the amount of vessel wall tissue motion, which is directly related to the catheter rotation. Algorithm accuracy and robustness were demonstrated on a tissue-mimicking phantom, subjected to controlled amount of angular deviation. The proposed method shows a great reliability in prediction of catheter rotational motion up to 4°.

UR - http://www.scopus.com/inward/record.url?scp=35148837702&partnerID=8YFLogxK

U2 - 10.1117/12.707303

DO - 10.1117/12.707303

M3 - Conference proceeding

AN - SCOPUS:35148837702

SN - 081946631X

SN - 9780819466310

T3 - Progress in Biomedical Optics and Imaging - Proceedings of SPIE

BT - Medical Imaging 2007

T2 - Medical Imaging 2007: Ultrasonic Imaging and Signal Processing

Y2 - 18 February 2007 through 19 February 2007

ER -

Interframe registration of IVUS images due to catheter rotation with feature-based optical flow

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Cite this