Nonrigid medical image registration with locally linear reconstruction
文献类型：期刊论文
| 作者 | Wang, Lingfeng ; Pan, Chunhong
|
| 刊名 | NEUROCOMPUTING
 |
| 出版日期 | 2014-12-05 |
| 卷号 | 145页码:303-315 |
| 关键词 | Nonrigid image registration Locally linear reconstruction Intensity distortion Multi-modal |
| 英文摘要 | Nonrigid image registration plays an important role in medical imaging systems. In complex circumstances, it is still a challenging task, especially when input images are corrupted by the spatially-varying intensity distortion. To address this difficulty, we propose a novel locally linear reconstruction based dissimilarity measurement (LLR). The core idea behind the LLR is that in each local region, the aligned floating image is linearly reconstructed by the reference image. Due to LLR, we present a multi-resolution nonrigid image registration algorithm. Extensive experiments on various simulated and real medical images have demonstrated that our algorithm outperforms the state-of-the-art approaches in registration accuracy. (C) 2014 Elsevier B.V. All rights reserved. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | MUTUAL-INFORMATION ; MR-IMAGES ; SEGMENTATION ; ENTROPY |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000342248100033 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3716]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_遥感图像处理团队 |
| 作者单位 | Chinese Acad Sci, Inst Automat, NLPR, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, Lingfeng,Pan, Chunhong. Nonrigid medical image registration with locally linear reconstruction[J]. NEUROCOMPUTING,2014,145:303-315. |
| APA | Wang, Lingfeng,&Pan, Chunhong.(2014).Nonrigid medical image registration with locally linear reconstruction.NEUROCOMPUTING,145,303-315. |
| MLA | Wang, Lingfeng,et al."Nonrigid medical image registration with locally linear reconstruction".NEUROCOMPUTING 145(2014):303-315. |
入库方式： OAI收割
来源：自动化研究所
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