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A tabu search method for geometric primitive extraction
Ke, QF; Jiang, TZ; Ma, SD
1997-12-01
发表期刊PATTERN RECOGNITION LETTERS
卷号18期号:14页码:1443-1451
文章类型Article
摘要In this paper, we propose a novel method for extracting the geometric primitives from geometric data, which is essentially an optimization problem. Specifically, we use tabu search to solve geometric primitive extraction problem. To the best of our knowledge, it is the first attempt that tabu search is used 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 simulated annealing (SA) or genetic algorithm (GA); (3) TS has no special space requirement and is very easy to implement (the entire procedure only occupies a few lines of code); (4) our TS-based method can successfully extract some geometric primitives which are specially difficult for the traditional methods such as Hough Transform (HT) and Robust Statistics(RS). TS is a flexible framework of a variety of strategies originating from artificial intelligence and is therefore open to further improvement. (C) 1997 Published by Elsevier Science B.V.
关键词Geometric Primitive Tabu Search Model-based Vision
WOS标题词Science & Technology ; Technology
收录类别SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence
WOS记录号WOS:000073915500003
引用统计
被引频次:10[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9762
专题09年以前成果
作者单位Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
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GB/T 7714
Ke, QF,Jiang, TZ,Ma, SD. A tabu search method for geometric primitive extraction[J]. PATTERN RECOGNITION LETTERS,1997,18(14):1443-1451.
APA Ke, QF,Jiang, TZ,&Ma, SD.(1997).A tabu search method for geometric primitive extraction.PATTERN RECOGNITION LETTERS,18(14),1443-1451.
MLA Ke, QF,et al."A tabu search method for geometric primitive extraction".PATTERN RECOGNITION LETTERS 18.14(1997):1443-1451.
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