Interactive Image Segmentation With Multiple Linear Reconstructions in Windows
文献类型：期刊论文
| 作者 | Xiang, Shiming1 ; Pan, Chunhong1; Nie, Feiping2; Zhang, Changshui2
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| 刊名 | IEEE TRANSACTIONS ON MULTIMEDIA
 |
| 出版日期 | 2011-04-01 |
| 卷号 | 13期号:2页码:342-352 |
| 关键词 | Comparative study interactive image segmentation multiple linear reconstructions in windows |
| 英文摘要 | This paper proposes an algorithm for interactive image segmentation. The task is formulated as a problem of graph-based transductive classification. Specifically, given an image window, the color of each pixel in it will be reconstructed linearly with those of the remaining pixels in this window. The optimal reconstruction weights will be kept unchanged to linearly reconstruct their class labels. The label reconstruction errors are estimated in each window. These errors are further collected together to develop a learning model. Then, the class information about the user specified foreground and background pixels are integrated into a regularization framework. Under this framework, a globally optimal labeling is finally obtained. The computational complexity is analyzed, and an approach for speeding up the algorithm is presented. Comparative experimental results illustrate the validity of our algorithm. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Information Systems ; Computer Science, Software Engineering ; Telecommunications |
| 研究领域[WOS] | Computer Science ; Telecommunications |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000288661800015 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3689]  |
| 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 | 1.Chinese Acad Sci, Inst Automat, NLPR, Beijing 100190, Peoples R China 2.Tsinghua Univ, Dept Automat, State Key Lab Intelligent Technol & Syst, TNList, Beijing 100084, Peoples R China |
| 推荐引用方式 GB/T 7714 | Xiang, Shiming,Pan, Chunhong,Nie, Feiping,et al. Interactive Image Segmentation With Multiple Linear Reconstructions in Windows[J]. IEEE TRANSACTIONS ON MULTIMEDIA,2011,13(2):342-352. |
| APA | Xiang, Shiming,Pan, Chunhong,Nie, Feiping,&Zhang, Changshui.(2011).Interactive Image Segmentation With Multiple Linear Reconstructions in Windows.IEEE TRANSACTIONS ON MULTIMEDIA,13(2),342-352. |
| MLA | Xiang, Shiming,et al."Interactive Image Segmentation With Multiple Linear Reconstructions in Windows".IEEE TRANSACTIONS ON MULTIMEDIA 13.2(2011):342-352. |
入库方式： OAI收割
来源：自动化研究所
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