A novel 3D correspondence-less method for MRI and Paxinos-Watson atlas of rat brain registration
文献类型：期刊论文
| 作者 | Cai, Chao; Ding, Mingyue; Lei, Hao; Cao, Jie; Liu, Ailing; Yang, GZ; Jiang, T; Shen, DG; Gu, L; Yang, J |
| 刊名 | MEDICAL IMAGING AND AUGMENTED REALITY
 |
| 出版日期 | 2006 |
| 卷号 | 4091页码:269-276 |
| 关键词 | principle component analysis(PCA) Hausdorff distance image registration 3D reconstruction |
| 英文摘要 | In this paper, a novel three-dimensional registration method for Magnetic Resonance Image (MRI) and Paxinos-Watson Atlas of rat brain involving 3D affine transformations is proposed. For the purpose of adapting to a large range of transform parameters in a high registration accuracy, the registration procedure includes two steps: a principle components analysis (PCA) based coarse registration and a Hausdorff distance based fine registration. Both steps are free from the correspondence of the feature points of MRI and Atlas. We implemented this registration method in a rat brain 3D reconstruction and analysis system. Experiments have demonstrated that this two-step method can be successfully applied to registering the low resolution and noise affection MRI with Paxinos-Watson Atlas of rat brain. |
| WOS标题词 | Science & Technology ; Technology ; Life Sciences & Biomedicine |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Computer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods ; Radiology, Nuclear Medicine & Medical Imaging |
| 研究领域[WOS] | Computer Science ; Radiology, Nuclear Medicine & Medical Imaging |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000240079500034 |
| 公开日期 | 2015-07-28 |
| 源URL | [http://ir.wipm.ac.cn/handle/112942/4776]  |
| 专题 | 武汉物理与数学研究所_2011年以前论文发表（包括2011年） |
| 作者单位 | 1.Huazhong Univ Sci & Technol, Inst Pattern Recognit & Artificial Intelligence, State Educ Commiss Key Lab Image Proc & Intellige, Wuhan 430074, Peoples R China 2.Chinese Acad Sci, Wuhan Inst Phys & Math, Wuhan 430071, Peoples R China |
| 推荐引用方式 GB/T 7714 | Cai, Chao,Ding, Mingyue,Lei, Hao,et al. A novel 3D correspondence-less method for MRI and Paxinos-Watson atlas of rat brain registration[J]. MEDICAL IMAGING AND AUGMENTED REALITY,2006,4091:269-276. |
| APA | Cai, Chao.,Ding, Mingyue.,Lei, Hao.,Cao, Jie.,Liu, Ailing.,...&Yang, J.(2006).A novel 3D correspondence-less method for MRI and Paxinos-Watson atlas of rat brain registration.MEDICAL IMAGING AND AUGMENTED REALITY,4091,269-276. |
| MLA | Cai, Chao,et al."A novel 3D correspondence-less method for MRI and Paxinos-Watson atlas of rat brain registration".MEDICAL IMAGING AND AUGMENTED REALITY 4091(2006):269-276. |
入库方式： OAI收割
来源：武汉物理与数学研究所
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