CASIA OpenIR  > 09年以前成果
Multisource data registration based on NURBS description of contours
Pan, C.1; Zhang, Z.2; Yan, H.3,4; Wu, G.1; Ma, S.1
Source PublicationINTERNATIONAL JOURNAL OF REMOTE SENSING
2008
Volume29Issue:2Pages:569-591
SubtypeArticle
AbstractThis paper presents a novel contour-based approach for multisource image registration. The contours are parameterized with Non-Uniform Rational B-Splines (NURBS). The control points of parametric contours are used as contour descriptor for image registration due to their invariance under affine and perspective transformations. The distance of control points, and the curvature and orientation similarity of the corresponding segments induced by the control points are considered as the matching criteria, and mismatching of control points can be avoided effectively because of the local controllability of NURBS. Therefore, the method is able to deal with the case in which the corresponding contours are locally distorted. Additionally, the NURBS description of contours has the strong global property; the method is therefore robust to image noise. In order to improve robustness, we perform the extraction and labelling of contours interactively. The experiments on both single-sensor and multisource data registration demonstrate the effectiveness and robustness of the presented method.
WOS HeadingsScience & Technology ; Technology
WOS KeywordIMAGE REGISTRATION ; SHAPE REPRESENTATION ; MUTUAL INFORMATION ; ALGORITHM ; MODELS
Indexed BySCI
Language英语
WOS Research AreaRemote Sensing ; Imaging Science & Photographic Technology
WOS SubjectRemote Sensing ; Imaging Science & Photographic Technology
WOS IDWOS:000252346500017
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9634
Collection09年以前成果
Affiliation1.Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100864, Peoples R China
2.Hebei Normal Univ, Coll Informat Technol, Shijiazhuan, Hebei Province, Peoples R China
3.China Univ Geosci, Coll Informat & Engn, Geodetect Lab, Minist Educ, Beijing, Peoples R China
4.China Univ Geosci, Land Resources Informat Dev Res Lab, Beijing, Peoples R China
Recommended Citation
GB/T 7714
Pan, C.,Zhang, Z.,Yan, H.,et al. Multisource data registration based on NURBS description of contours[J]. INTERNATIONAL JOURNAL OF REMOTE SENSING,2008,29(2):569-591.
APA Pan, C.,Zhang, Z.,Yan, H.,Wu, G.,&Ma, S..(2008).Multisource data registration based on NURBS description of contours.INTERNATIONAL JOURNAL OF REMOTE SENSING,29(2),569-591.
MLA Pan, C.,et al."Multisource data registration based on NURBS description of contours".INTERNATIONAL JOURNAL OF REMOTE SENSING 29.2(2008):569-591.
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