Application of SIFT feature extraction algorithm on the image registration
文献类型：会议论文
| 作者 | LiuJinxia ; QiuYuehong |
| 出版日期 | 2011 |
| 会议名称 | ieee 2011 10th international conference on electronic measurement and instruments, icemi 2012 |
| 会议日期 | august 16, 2011 - august 18, 2012 |
| 会议地点 | chengdu, china |
| 关键词 | image registration subpixel registration image matching BBF KD-tree RANSAC. |
| 页码 | 177-180 |
| 通讯作者 | liu jinxia |
| 英文摘要 | presents a high-accuracy image registration technique using sift and bbf. conventional techniques of sift-based image registration are not very effective when searching for homonymy point-pairs, and eliminating mismatching. this paper proposes a technique to improve registration performance by bbf and ransac algorithm, bbf algorithm searches optimal homonymy point-pairs, and ransac algorithm eliminates mismatching. experiments with real-world scenes demonstrate that the proposed method can reach a better precision and robustness, which outperforms previously proposed schemes, and makes possible to estimate image displacement with 0.01 pixel accuracy. |
| 收录类别 | EI |
| 产权排序 | 1 |
| 会议主办者 | ieee beijing section; chinese institute of electronics (cie); national natural science foundation of china; computer measurement group |
| 会议录 | proceedings - ieee 2011 10th international conference on electronic measurement and instruments, icemi 2011
 |
| 会议录出版者 | ieee computer society |
| 会议录出版地 | 445 hoes lane - p.o.box 1331, piscataway, nj 08855-1331, united states |
| 语种 | 英语 |
| ISBN号 | 9781424481590 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/20206]  |
| 专题 | 西安光学精密机械研究所_空间光学应用研究室 |
| 推荐引用方式 GB/T 7714 | LiuJinxia,QiuYuehong. Application of SIFT feature extraction algorithm on the image registration[C]. 见:ieee 2011 10th international conference on electronic measurement and instruments, icemi 2012. chengdu, china. august 16, 2011 - august 18, 2012. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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