Share Email Print
cover

Proceedings Paper

Research on non rigid registration algorithm of DCE-MRI based on mutual information and optical flow
Author(s): Shihua Yu; Rui Wang; Kaiyu Wang; Mengmeng Xi; Jiashuo Zheng; Hui Liu
Format Member Price Non-Member Price
PDF $14.40 $18.00
cover GOOD NEWS! Your organization subscribes to the SPIE Digital Library. You may be able to download this paper for free. Check Access

Paper Abstract

Image matching plays a very important role in the field of medical image, while the two image registration methods based on the mutual information and the optical flow are very effective. The experimental results show that the two methods have their prominent advantages. The method based on mutual information is good for the overall displacement, while the method based on optical flow is very sensitive to small deformation. In the breast DCE-MRI images studied in this paper, there is not only overall deformation caused by the patient, but also non rigid small deformation caused by respiratory deformation. In view of the above situation, the single-image registration algorithms cannot meet the actual needs of complex situations. After a comprehensive analysis to the advantages and disadvantages of these two methods, this paper proposes a registration algorithm of combining mutual information with optical flow field, and applies subtraction images of the reference image and the floating image as the main criterion to evaluate the registration effect, at the same time, applies the mutual information between image sequence values as auxiliary criterion. With the test of the example, this algorithm has obtained a better accuracy and reliability in breast DCE-MRI image sequences.

Paper Details

Date Published: 6 July 2015
PDF: 9 pages
Proc. SPIE 9631, Seventh International Conference on Digital Image Processing (ICDIP 2015), 96310N (6 July 2015); doi: 10.1117/12.2197181
Show Author Affiliations
Shihua Yu, Hulunbuir College (China)
Rui Wang, Fifth People's Hospital of Dalian City (China)
Kaiyu Wang, Dalian Univ. of Technology (China)
Mengmeng Xi, Dalian Univ. of Technology (China)
Jiashuo Zheng, Dalian Univ. of Technology (China)
Hui Liu, Dalian Univ. of Technology (China)


Published in SPIE Proceedings Vol. 9631:
Seventh International Conference on Digital Image Processing (ICDIP 2015)
Charles M. Falco; Xudong Jiang, Editor(s)

© SPIE. Terms of Use
Back to Top