| A Relay Level Set Method for Automatic Image Segmentation | |
| Gao, Xinbo1; Wang, Bin1; Tao, Dacheng2; Li, Xuelong3; X. Gao | |
| 2011-04-01 | |
| 发表期刊 | IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
 |
| ISSN | 1083-4419 |
| 卷号 | 41期号:2页码:518-525 |
| 摘要 | This paper presents a new image segmentation method that applies an edge-based level set method in a relay fashion. The proposed method segments an image in a series of nested subregions that are automatically created by shrinking the stabilized curves in their previous subregions. The final result is obtained by combining all boundaries detected in these subregions. The proposed method has the following three advantages: 1) It can be automatically executed without human-computer interactions; 2) it applies the edge-based level set method with relay fashion to detect all boundaries; and 3) it automatically obtains a full segmentation without specifying the number of relays in advance. The comparison experiments illustrate that the proposed method performs better than the representative level set methods, and it can obtain similar or better results compared with other popular segmentation algorithms. |
| 文章类型 | Article |
| 关键词 | Energy Minimization Finite Difference Geometric Active Contour Image Segmentation Partial Differential Equation (Pde) Relay Level Set |
| 学科领域 | 信号与模式识别 |
| WOS标题词 | Science & Technology ; Technology |
| DOI | 10.1109/TSMCB.2010.2065800 |
| 收录类别 | SCI ; EI |
| 关键词[WOS] | ENERGY MINIMIZATION ; ACTIVE CONTOURS ; MEAN SHIFT ; GRAPH CUTS ; FLOW ; ALGORITHMS ; RECOGNITION ; EVOLUTION ; GRADIENT ; MUMFORD |
| 语种 | 英语 |
| WOS研究方向 | Automation & Control Systems ; Computer Science |
| WOS类目 | Automation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics |
| WOS记录号 | WOS:000288454300017 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.opt.ac.cn/handle/181661/8627 |
| 专题 | 光谱成像技术研究室 |
| 通讯作者 | X. Gao |
| 作者单位 | 1.Xidian Univ, Sch Elect Engn, Xian 710071, Peoples R China 2.Univ Technol Sydney, Fac Engn & Informat Technol, Ctr Quantum Computat & Intelligent Syst, Sydney, NSW 2007, Australia 3.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr OPT IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian 710119, Shaanxi, Peoples R China |
| 推荐引用方式 GB/T 7714 | Gao, Xinbo,Wang, Bin,Tao, Dacheng,et al. A Relay Level Set Method for Automatic Image Segmentation[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,2011,41(2):518-525. |
| APA | Gao, Xinbo,Wang, Bin,Tao, Dacheng,Li, Xuelong,&X. Gao.(2011).A Relay Level Set Method for Automatic Image Segmentation.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,41(2),518-525. |
| MLA | Gao, Xinbo,et al."A Relay Level Set Method for Automatic Image Segmentation".IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 41.2(2011):518-525. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| A Relay Level Set Me（1095KB） | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 | |
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。
修改评论