Symmetric Block-Matching Registration for the Distortion Correction of Echo-Planar Images

Renaud Hedouin; Olivier Commowick; Maxime Taquet; Elise Bannier; Benoit Scherrer; Simon Warfield; Christian Barillot

Symmetric Block-Matching Registration for the Distortion Correction of Echo-Planar Images

Renaud Hedouin ^{1, *} Olivier Commowick ¹ Maxime Taquet ^{2, 3} Elise Bannier ^{4, 1} Benoit Scherrer ³ Simon Warfield ³ Christian Barillot ¹

* Corresponding author

1 VisAGeS - Vision, Action et Gestion d'informations en Santé

INSERM - Institut National de la Santé et de la Recherche Médicale : U746, Inria Rennes – Bretagne Atlantique , IRISA-D5 - SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE

2 ICTEAM - Institute of Information and Communication Technologies, Electronics and Applied Mathematics

3 CRL - Computational Radiology Laboratory [Boston]

4 Département de Radiologie [CHU de Rennes]

Abstract : We introduce a new approach to correct geometric and in- tensity distortion of Echo Planar Images (EPI) from images acquired with opposite phase encoding directions. A new symmetric block-matching registration algorithm has been developed for this purpose relying on new adapted transfor- mations between blocks and a symmetric optimization scheme to ensure an opposite symmetric transformation. We present results of our algorithm showing its ability to robustly re- cover EPI distortion while obtaining sharper results than the popular TOPUP algorithm.

Document type :

Conference papers

Domain :

Life Sciences [q-bio] / Neurons and Cognition [q-bio.NC]

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https://www.hal.inserm.fr/inserm-01118766
Contributor : Olivier Commowick <>
Submitted on : Wednesday, May 6, 2015 - 3:02:42 PM
Last modification on : Monday, August 5, 2019 - 5:56:03 PM
Long-term archiving on : Wednesday, April 19, 2017 - 6:24:51 PM

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