Registration of Multimodal Brain Medical Images Based on Improved Optical Flow Model

XU Hong-kui;JIANG Ming-yan;YANG Ming-qiang

ACTA ELECTRONICA SINICA ›› 2012, Vol. 40 ›› Issue (3) : 525-529.

PDF(789 KB)
CIE Homepage  |  Join CIE  |  Login CIE  |  中文 
PDF(789 KB)
ACTA ELECTRONICA SINICA ›› 2012, Vol. 40 ›› Issue (3) : 525-529. DOI: 10.3969/j.issn.0372-2112.2012.03.019
学术论文

Registration of Multimodal Brain Medical Images Based on Improved Optical Flow Model

  • XU Hong-kui1,2, JIANG Ming-yan2, YANG Ming-qiang2
Author information +

Abstract

Registration method based on optical flow model is very suitable to time-sequence images,but the assumption of constant brightness at a point makes it only be used to make registration for signal-modal images.So an exact histogram specification method is proposed to transform MR-PD model to MR-T2 modal before registration based on optical flow model.If the difference between two images is large the registration result could not be ideal because this registration method is mainly used to correct the light deformation between time-sequence images,so information which reflects the structural feature of image is taken to improve optical flow model,that is,image landmarks are utilized to produce an additional external-force for optical flow model to get ideal registration parameters.Experimental results demonstrate that the improved method can realize accurate registration of multi-modality time-sequence MR images between which there is large difference.

Key words

image registration / optical flow model / histogram specification / landmarks

Cite this article

Download Citations
XU Hong-kui;JIANG Ming-yan;YANG Ming-qiang. Registration of Multimodal Brain Medical Images Based on Improved Optical Flow Model[J]. Acta Electronica Sinica, 2012, 40(3): 525-529. https://doi.org/10.3969/j.issn.0372-2112.2012.03.019
PDF(789 KB)

2379

Accesses

0

Citation

Detail

Sections
Recommended

/