Image fusion for stabilized medical video sequence using multimodal parametric registration

被引:8
作者
Dolly, D. Raveena Judie [1 ]
Peter, J. Dinesh [2 ]
Bala, G. Josemin [1 ]
Jagannath, D. J. [1 ]
机构
[1] Karunya Inst Technol & Sci, Dept Elect & Commun Engn, Coimbatore, Tamil Nadu, India
[2] Karunya Inst Technol & Sci, Dept Comp Sci & Technol, Coimbatore, Tamil Nadu, India
关键词
Affine transformation; Image fusion; IMAGE registration; Medical imaging; Stabilization;
D O I
10.1016/j.patrec.2020.04.001
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Medical imaging is a boon to mankind. Processing of medical images is extensively blooming with the aid of technological advancements. Medical images taken from different modalities are stabilized to remove the jittery artifacts and further processed for fusing the images to enable the physicians to visualize the combined features of CT and MRI. Alignment of both the images is performed to ensure parametric registration so as to effectively blend and overlay for proper diagnosis. To assure the quality of the images, basic optimization is implemented and the subjective visualization and objective evaluation are performed. The proposed approach, image fusion with stabilization and registration outperforms the existing techniques in terms of subjective and objective evaluation. © 2020
引用
收藏
页码:390 / 401
页数:12
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