A tabu search method for geometric primitive extraction
文献类型：期刊论文
| 作者 | Ke, QF; Jiang, TZ ; Ma, SD
|
| 刊名 | PATTERN RECOGNITION LETTERS
 |
| 出版日期 | 1997-12-01 |
| 卷号 | 18期号:14页码:1443-1451 |
| 关键词 | geometric primitive tabu search model-based vision |
| 英文摘要 | 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. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000073915500003 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9762]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China |
| 推荐引用方式 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. |
入库方式： OAI收割
来源：自动化研究所
浏览0
下载0
收藏0
其他版本
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。