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Brain Functional Localization: A Survey of Image Registration Techniques

Gholipour, Ali, Kehtarnavaz, Nasser, Briggs, Richard, Devous, Michael, Gopinath, Kaundinya·2007·IEEE Transactions on Medical Imaging

Abstract

Functional localization is a concept which involves the application of a sequence of geometrical and statistical image processing operations in order to define the location of brain activity or to produce functional/parametric maps with respect to the brain structure or anatomy. Considering that functional brain images do not normally convey detailed structural information and, thus, do not present an anatomically specific localization of functional activity, various image registration techniques are introduced in the literature for the purpose of mapping functional activity into an anatomical image or a brain atlas. The problems addressed by these techniques differ depending on the application and the type of analysis, i.e., single-subject versus group analysis. Functional to anatomical brain image registration is the core part of functional localization in most applications and is accompanied by intersubject and subject-to-atlas registration for group analysis studies. Cortical surface registration and automatic brain labeling are some of the other tools towards establishing a fully automatic functional localization procedure. While several previous survey papers have reviewed and classified general-purpose medical image registration techniques, this paper provides an overview of brain functional localization along with a survey and classification of the image registration techniques related to this problem.

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Metadata

Authors
Gholipour, A., Kehtarnavaz, N., Briggs, R., Devous, M., & Gopinath, K.
Venue
IEEE Transactions on Medical Imaging
Published
2007-04
Volume
26
Issue
4
Pages
427-451
ISSN
0278-0062 (ISSN-L)
OpenAlex
W2153628642
Cited by
274
References
11
FWCI
32.73
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Brain Functional Localization: A Survey of Image Registration Techniques. https://app.cochat.ai/papers/10.1109/tmi.2007.892508
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Gholipour, A., Kehtarnavaz, N., Briggs, R., Devous, M., & Gopinath, K. (2007). Brain Functional Localization: A Survey of Image Registration Techniques. IEEE Transactions on Medical Imaging. https://doi.org/10.1109/tmi.2007.892508

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