An atlas-based multimodal registration method for 2D images with discrepancy structures.

Abstract:

:An atlas-based multimodal registration method for 2-dimension images with discrepancy structures was proposed in this paper. Atlas was utilized for complementing the discrepancy structure information in multimodal medical images. The scheme includes three steps: floating image to atlas registration, atlas to reference image registration, and field-based deformation. To evaluate the performance, a frame model, a brain model, and clinical images were employed in registration experiments. We measured the registration performance by the squared sum of intensity differences. Results indicate that this method is robust and performs better than the direct registration for multimodal images with discrepancy structures. We conclude that the proposed method is suitable for multimodal images with discrepancy structures. Graphical Abstract An Atlas-based multimodal registration method schematic diagram.

journal_name

Med Biol Eng Comput

authors

Lv W,Chen H,Peng Y,Li Y,Li J

doi

10.1007/s11517-018-1808-1

subject

Has Abstract

pub_date

2018-11-01 00:00:00

pages

2151-2161

issue

11

eissn

0140-0118

issn

1741-0444

pii

10.1007/s11517-018-1808-1

journal_volume

56

pub_type

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