An target tracking of structure algorithm based on skeleton and corner for extended objects | |
Zhai, Bo; He, Tian-Bing; Qu, You-Shan; Xu, Fan; Ge, Yong-Jiao | |
2017 | |
会议名称 | Applied Optics and Photonics China: Optical Sensing and Imaging Technology and Applications, AOPC 2017 |
会议录名称 | AOPC 2017: Optical Sensing and Imaging Technology and Applications |
卷号 | 10462 |
会议日期 | 2017-06-04 |
会议地点 | Beijing, China |
出版者 | SPIE |
产权排序 | 1 |
摘要 | Due to extended objects are influenced by occluded and blurred edge, the stability of target tracking is not good by the figure algorithms or the corner algorithms. In order to solute this problem, an improved multi-resolution(MR) fuzzy clustering algorithm based on Markov random field(MRF) is firstly used to segment the candidate targets of the extended objects from the observed images, then a new proposed target tracking structure algorithm, based on the stabilization of the extended objects' skeletons and the partially unoccluded and unblurred edge feature of the extended objects, is applied to extract the skeletons, corners, intersection points and their spatial location relationship of the candidate extended targets to detemine the true tracking target or not. The experimental results show that the established algorithm can effectively complete the segmentation and extraction of the partially occluded and blurred extended objects with a very satisfied reliability and robustness. © 2017 SPIE. |
作者部门 | 空间光学应用研究室 |
DOI | 10.1117/12.2284381 |
收录类别 | EI ; ISTP |
ISBN号 | 9781510614055 |
语种 | 英语 |
ISSN号 | 0277786X |
引用统计 | |
文献类型 | 会议论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/29899 |
专题 | 空间光学技术研究室 |
作者单位 | Xi'an Institute of Optics and Precision Mechanics, Chinses Academy of Sciences, Xi'an, 710119, China |
推荐引用方式 GB/T 7714 | Zhai, Bo,He, Tian-Bing,Qu, You-Shan,et al. An target tracking of structure algorithm based on skeleton and corner for extended objects[C]:SPIE,2017. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
An target tracking o(560KB) | 会议论文 | 限制开放 | CC BY-NC-SA | 请求全文 |
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