Image registration using robust correlation

Jeongtae Kim; Jeffrey A. Fessier

doi:10.1109/ISBI.2002.1029266

Image registration using robust correlation

Jeongtae Kim, Jeffrey A. Fessier

Electronic and Electrical Engineering

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

12 Scopus citations

Abstract

We have investigated an intensity-based image registration technique using a robust correlation coefficient as a similarity measure. The proposed method has an advantage over the ordinary correlation coefficient since it reduces the effect of "outlier" image intensity values. For the application of image registration to radiotherapy or image-guided surgery, there may be outlier samples due to the presence of the objects such as surgical instruments. We have verified the usefulness of the proposed method by simulation and phantom experiment.

Original language	English
Title of host publication	2002 IEEE International Symposium on Biomedical Imaging, ISBI 2002 - Proceedings
Publisher	IEEE Computer Society
Pages	353-356
Number of pages	4
ISBN (Electronic)	078037584X
DOIs	https://doi.org/10.1109/ISBI.2002.1029266
State	Published - 2002
Event	IEEE International Symposium on Biomedical Imaging, ISBI 2002 - Washington, United States Duration: 7 Jul 2002 → 10 Jul 2002

Publication series

Name	Proceedings - International Symposium on Biomedical Imaging
Volume	2002-January
ISSN (Print)	1945-7928
ISSN (Electronic)	1945-8452

Conference

Conference	IEEE International Symposium on Biomedical Imaging, ISBI 2002
Country/Territory	United States
City	Washington
Period	7/07/02 → 10/07/02

Bibliographical note

Publisher Copyright:
© 2002 IEEE.

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10.1109/ISBI.2002.1029266

Cite this

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title = "Image registration using robust correlation",

abstract = "We have investigated an intensity-based image registration technique using a robust correlation coefficient as a similarity measure. The proposed method has an advantage over the ordinary correlation coefficient since it reduces the effect of {"}outlier{"} image intensity values. For the application of image registration to radiotherapy or image-guided surgery, there may be outlier samples due to the presence of the objects such as surgical instruments. We have verified the usefulness of the proposed method by simulation and phantom experiment.",

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year = "2002",

doi = "10.1109/ISBI.2002.1029266",

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Kim, J & Fessier, JA 2002, Image registration using robust correlation. in 2002 IEEE International Symposium on Biomedical Imaging, ISBI 2002 - Proceedings., 1029266, Proceedings - International Symposium on Biomedical Imaging, vol. 2002-January, IEEE Computer Society, pp. 353-356, IEEE International Symposium on Biomedical Imaging, ISBI 2002, Washington, United States, 7/07/02. https://doi.org/10.1109/ISBI.2002.1029266

Image registration using robust correlation. / Kim, Jeongtae; Fessier, Jeffrey A.
2002 IEEE International Symposium on Biomedical Imaging, ISBI 2002 - Proceedings. IEEE Computer Society, 2002. p. 353-356 1029266 (Proceedings - International Symposium on Biomedical Imaging; Vol. 2002-January).

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

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AB - We have investigated an intensity-based image registration technique using a robust correlation coefficient as a similarity measure. The proposed method has an advantage over the ordinary correlation coefficient since it reduces the effect of "outlier" image intensity values. For the application of image registration to radiotherapy or image-guided surgery, there may be outlier samples due to the presence of the objects such as surgical instruments. We have verified the usefulness of the proposed method by simulation and phantom experiment.

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Image registration using robust correlation

Abstract

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