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A tabu search approach to optimal structuring element extraction for MST-based shapes description
Jiang, TZ
Source PublicationINTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS
1999
Volume71Issue:4Pages:437-445
SubtypeArticle
AbstractIn 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.
KeywordShape Description Mathematical Morphology Shape Mathing Optimal Structure Element Tabu Search Model-based Vision
WOS HeadingsScience & Technology ; Physical Sciences
WOS KeywordMATHEMATICAL MORPHOLOGY
Indexed BySCI
Language英语
WOS Research AreaMathematics
WOS SubjectMathematics, Applied
WOS IDWOS:000080888800002
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9781
Collection09年以前成果
Affiliation1.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
Recommended Citation
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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