A pedestrian extraction algorithm based on single infrared image
文献类型：期刊论文
| 作者 | Zhou, Dongmei4; Qiu, Shi3 ; Song, Yang2; Xia, Kaijian1
|
| 刊名 | Infrared Physics and Technology
 |
| 出版日期 | 2020-03 |
| 卷号 | 105 |
| 关键词 | Infrared image Single frame Pedestrian Extraction Head |
| ISSN号 | 13504495 |
| DOI | 10.1016/j.infrared.2020.103236 |
| 产权排序 | 2 |
| 英文摘要 | Infrared image can show the state of objects at night, which is an important way to obtain the information of objects at night. To solve the extraction of pedestrians completely from single infrared image, we analyze the features of infrared image and propose a pedestrian extraction algorithm based on single infrared image. Firstly, neighborhood and multi-projection models are constructed to locate suspected pedestrian areas. Then, the head in the infrared imaging centripetally is used to build the template. Finally, the weighted fusion of global template and head template is used to extract pedestrians. Experiments show that the algorithm proposed in this paper can extract pedestrians in various motion modes under complex conditions, and has strong robustness. © 2020 Elsevier B.V. |
| 语种 | 英语 |
| 出版者 | Elsevier B.V. |
| 源URL | [http://ir.opt.ac.cn/handle/181661/93276]  |
| 专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
| 通讯作者 | Qiu, Shi |
| 作者单位 | 1.Changshu No.1 People' Hospital, Jiangsu, China 2.High Technology Research and Development Center of the Ministry of Science and Technology, Beijing, China; 3.Key Laboratory of Spectral Imaging Technology CAS, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an; 710119, China; 4.Chengdu University of Technology, College of Information Science & Technology, China; |
| 推荐引用方式 GB/T 7714 | Zhou, Dongmei,Qiu, Shi,Song, Yang,et al. A pedestrian extraction algorithm based on single infrared image[J]. Infrared Physics and Technology,2020,105. |
| APA | Zhou, Dongmei,Qiu, Shi,Song, Yang,&Xia, Kaijian.(2020).A pedestrian extraction algorithm based on single infrared image.Infrared Physics and Technology,105. |
| MLA | Zhou, Dongmei,et al."A pedestrian extraction algorithm based on single infrared image".Infrared Physics and Technology 105(2020). |
入库方式： OAI收割
来源：西安光学精密机械研究所
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