Research on data association and detection algorithm in point target tracking
文献类型：会议论文
| 作者 | He, Xiaokun2,3; Li, Peng1; Liu, Wen2,3
|
| 出版日期 | 2023 |
| 会议日期 | 2023-07-25 |
| 会议地点 | Beijing, China |
| 关键词 | Point target Multi-feature fusion Data association Point target detection |
| 卷号 | 12963 |
| DOI | 10.1117/12.3007679 |
| 英文摘要 | In the field of computer vision, point target tracking has always been an important topic and research hotspot, and it is widely used in both military and civilian fields. For the tracking of point targets under complex background, the point targets are extremely small, and their morphological characteristics are not obvious, so they are easily disturbed by background and noise. Secondly, the point targets' maneuvering, shaking of detection equipment, etc., will change their morphology, resulting in low detection rate and high false alarm rate, which will further affect the accuracy and robustness of point target tracking. Therefore, how to effectively utilize the spatio-temporal information in sequence images to extract the target accurately is a difficult problem. This paper summarizes the existing detection and data association algorithms in point target tracking, analyzes their performance and shortcomings, and discusses the development direction of point target tracking algorithm, that is, algorithms based on multi-feature fusion with strong robustness, high accuracy and small calculation. © 2023 SPIE. All rights reserved. |
| 产权排序 | 1 |
| 会议录 | AOPC 2023: Optical Sensing, Imaging, and Display Technology and Applications; and Biomedical Optics
 |
| 会议录出版者 | SPIE |
| 语种 | 英语 |
| ISSN号 | 0277786X;1996756X |
| ISBN号 | 9781510672321 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/97141]  |
| 专题 | 西安光学精密机械研究所_光电测量技术实验室 |
| 作者单位 | 1.Xi'an Electronic Engineering Research InstituteXi'an, Shaanxi; 710100, China 2.University of Chinese Academy of Sciences, Beijing; 100049, China; 3.Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Shaanxi, Xi'an; 710119, China; |
| 推荐引用方式 GB/T 7714 | He, Xiaokun,Li, Peng,Liu, Wen. Research on data association and detection algorithm in point target tracking[C]. 见:. Beijing, China. 2023-07-25. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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