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First-order fusion of volumetric medical imagery
Wang, C; Ye, Z
2006-04-01
发表期刊IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING
卷号153期号:2页码:191-198
文章类型Article
摘要A novel fusion scheme for volumetric medical imagery based on first-order local variational information is presented. The authors first define the contrast of a volumetric image with an arbitrary number of bands, which corresponds with the 3D gradient in the special case of a single-band image with a Euclidean metric. This contrast of multi-band image is regarded as the target contrast field. The next step is to look for a single-band volumetric image as the fusion result, which will have the closest gradient field to the contrast of the input multi-band image. It is a functional extremum problem. Using the variational approach, it leads directly to its Euler-Lagrange equation. By iteration of gradient descent, the final result can be obtained. Experimental results are presented to support the performance of the method.
WOS标题词Science & Technology ; Technology
收录类别SCI
语种英语
WOS研究方向Engineering
WOS类目Engineering, Electrical & Electronic
WOS记录号WOS:000237771300013
引用统计
被引频次:6[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9313
专题09年以前成果
作者单位1.Univ Sci & Technol China, Inst Stat Signal Proc, Dept Elect Elect & Informat Sci, Hefei 230027, Anhui, Peoples R China
2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
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Wang, C,Ye, Z. First-order fusion of volumetric medical imagery[J]. IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING,2006,153(2):191-198.
APA Wang, C,&Ye, Z.(2006).First-order fusion of volumetric medical imagery.IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING,153(2),191-198.
MLA Wang, C,et al."First-order fusion of volumetric medical imagery".IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING 153.2(2006):191-198.
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