| Multilevel thresholding based on mean shift mode seeking | |
| MaJunyong; WenDesheng; YangShaodong; YaoDalei; Ma Junyong | |
| 作者部门 | 研究生部 |
| 2011 | |
| 发表期刊 | Journal of Computational Information Systems
 |
| ISSN | 1553-9105 |
| 卷号 | 7期号:10页码:3638-3645 |
| 产权排序 | 1 |
| 摘要 | A novel multilevel thresholding method based on mean shift procedure is proposed to resolve the problem that the optimal number of thresholds for multilevel thresholding can usually not be predetermined. The mean shift procedure is used to seek the minimal potential mode centroids, after which an iterative threshold selection method is employed to automatically determine every threshold between each pair of adjacent two mode centroids. Finally, multilevel thresholding with the multiple thresholds is utilized to segment the image. Excellent results have been obtained, testing the effectiveness of the algorithm. The proposed method can easily be used in bi-level segmentation, multilevel segmentation, lossy compression and so on. |
| 关键词 | Multilevel Thresholding Segmentation Iterative Threshold Selection |
| 收录类别 | EI |
| 语种 | 英语 |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.opt.ac.cn/handle/181661/19614 |
| 专题 | 研究生部 |
| 通讯作者 | Ma Junyong |
| 推荐引用方式 GB/T 7714 | MaJunyong,WenDesheng,YangShaodong,et al. Multilevel thresholding based on mean shift mode seeking[J]. Journal of Computational Information Systems,2011,7(10):3638-3645. |
| APA | MaJunyong,WenDesheng,YangShaodong,YaoDalei,&Ma Junyong.(2011).Multilevel thresholding based on mean shift mode seeking.Journal of Computational Information Systems,7(10),3638-3645. |
| MLA | MaJunyong,et al."Multilevel thresholding based on mean shift mode seeking".Journal of Computational Information Systems 7.10(2011):3638-3645. |
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