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A tabu search approach to optimal structuring element extraction for MST-based shapes description | |
Jiang, TZ | |
发表期刊 | INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS |
1999 | |
卷号 | 71期号:4页码:437-445 |
文章类型 | Article |
摘要 | In this paper, we propose a novel method for extracting optimal structure element for MST-based shape description. Specifically, we use tabu search to solve optimal structure element extraction problem for MST-based shape description. In the best of our knowledge, there is very little work on how to explore tabu search in computer vision. Our tabu search (TS) has a number of advantages: (1) TS avoids entrapment in local minima and continues the search to give a near-optimal final solution; (2) TS is very general and conceptually much simpler than either SA or GA; (3) TS is very easy to implement and the entire procedure occupies only a few lines of code; (4) TS is a flexible framework of a variety of strategies originating from artificial intelligence and is therefore open to further improvement. |
关键词 | Shape Description Mathematical Morphology Shape Mathing Optimal Structure Element Tabu Search Model-based Vision |
WOS标题词 | Science & Technology ; Physical Sciences |
关键词[WOS] | MATHEMATICAL MORPHOLOGY |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Mathematics |
WOS类目 | Mathematics, Applied |
WOS记录号 | WOS:000080888800002 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9781 |
专题 | 09年以前成果 |
作者单位 | 1.Univ New S Wales, IEEE Sch Math, Sydney, NSW 2052, Australia 2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China |
推荐引用方式 GB/T 7714 | Jiang, TZ. A tabu search approach to optimal structuring element extraction for MST-based shapes description[J]. INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS,1999,71(4):437-445. |
APA | Jiang, TZ.(1999).A tabu search approach to optimal structuring element extraction for MST-based shapes description.INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS,71(4),437-445. |
MLA | Jiang, TZ."A tabu search approach to optimal structuring element extraction for MST-based shapes description".INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS 71.4(1999):437-445. |
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