A new robust circular Gabor based object matching by using weighted Hausdorff distance
文献类型：期刊论文
| 作者 | Zhu, ZF; Tang, M ; Lu, HQ
|
| 刊名 | PATTERN RECOGNITION LETTERS
 |
| 出版日期 | 2004-03-01 |
| 卷号 | 25期号:4页码:515-523 |
| 关键词 | object matching Gabor filter hausdorff distance edge detection circular Gabor |
| 英文摘要 | This paper describes a new and efficient circular Gabor filter-based method for object matching by using a version of weighted modified Hausdorff distance. An improved Gabor odd filter-based edge detector is performed to get edge maps. A rotation invariant circular Gabor-based filter, which is different from conventional Gabor filter, is used to extract rotation invariant features. The Hausdorff distance (HD) has been shown an effective measure for determining the degree of resemblance between binary images. A version of weighted modified Hausdorff distance (WMHD) in the circular Gabor feature space is introduced to determine which position can be possible object model location, which we call 'coarse' location, and at the same time we get correspondence pairs of edge pixels for both object model and input test image. Then we introduce the geometric shape information derived from the above correspondence pairs of edge pixels to find the 'fine' location. The experimental results given in this paper show the proposed algorithm is robust to rotation, scale, occlusion, and noise etc. (C) 2003 Elsevier B.V. All rights reserved. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | RECOGNITION |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000188979900014 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/8930]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhu, ZF,Tang, M,Lu, HQ. A new robust circular Gabor based object matching by using weighted Hausdorff distance[J]. PATTERN RECOGNITION LETTERS,2004,25(4):515-523. |
| APA | Zhu, ZF,Tang, M,&Lu, HQ.(2004).A new robust circular Gabor based object matching by using weighted Hausdorff distance.PATTERN RECOGNITION LETTERS,25(4),515-523. |
| MLA | Zhu, ZF,et al."A new robust circular Gabor based object matching by using weighted Hausdorff distance".PATTERN RECOGNITION LETTERS 25.4(2004):515-523. |
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。