Online fragments-based scale invariant electro-optic tracking with SIFT
文献类型：期刊论文
| 作者 | Cui, Xiongwen1,2; Wu, Qingzhang1; Zhou, Jin1 |
| 刊名 | Optik
 |
| 出版日期 | 2015 |
| 卷号 | 126期号:18页码:1720-1725 |
| ISSN号 | 0030-4026 |
| 通讯作者 | Cui, Xiongwen |
| 中文摘要 | A novel online fragments-based scale invariant electro-optic tracking algorithm is proposed to deal with partial occlusion and cluttered background. First, the bounding box of the object is divided into equal-size fragments. A criterion based on FBE (Forward-Backward Error) is adopted to select reliable fragments that are used to seek the location of the object. Then, the size of the bounding box is calculated with SIFT (Scale Invariant Feature Transform) keypoints modified via geometry constraints regularly. Finally, fragments are updated separately by combining SAD (Sum of Absolute Difference) with MGC (Major Gray Component) anti-projection to distinguish partial occlusion from appearance changes of the object itself every frame. Numerical experiments certificate that the proposed algorithm outperform state-of-the-art trackers on plentiful video sequences, especially, under conditions of scale changes of the object and occlusion. © 2015 Elsevier GmbH. |
| 英文摘要 | A novel online fragments-based scale invariant electro-optic tracking algorithm is proposed to deal with partial occlusion and cluttered background. First, the bounding box of the object is divided into equal-size fragments. A criterion based on FBE (Forward-Backward Error) is adopted to select reliable fragments that are used to seek the location of the object. Then, the size of the bounding box is calculated with SIFT (Scale Invariant Feature Transform) keypoints modified via geometry constraints regularly. Finally, fragments are updated separately by combining SAD (Sum of Absolute Difference) with MGC (Major Gray Component) anti-projection to distinguish partial occlusion from appearance changes of the object itself every frame. Numerical experiments certificate that the proposed algorithm outperform state-of-the-art trackers on plentiful video sequences, especially, under conditions of scale changes of the object and occlusion. © 2015 Elsevier GmbH. |
| 学科主题 | Optical properties |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000364272300035 |
| 源URL | [http://ir.ioe.ac.cn/handle/181551/4451]  |
| 专题 | 光电技术研究所_光电探测技术研究室（三室） |
| 作者单位 | 1.Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu, China 2.University of Chinese Academy of Sciences, Beijing, China |
| 推荐引用方式 GB/T 7714 | Cui, Xiongwen,Wu, Qingzhang,Zhou, Jin. Online fragments-based scale invariant electro-optic tracking with SIFT[J]. Optik,2015,126(18):1720-1725. |
| APA | Cui, Xiongwen,Wu, Qingzhang,&Zhou, Jin.(2015).Online fragments-based scale invariant electro-optic tracking with SIFT.Optik,126(18),1720-1725. |
| MLA | Cui, Xiongwen,et al."Online fragments-based scale invariant electro-optic tracking with SIFT".Optik 126.18(2015):1720-1725. |
入库方式： OAI收割
来源：光电技术研究所
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