An Effective Method for Human Detection using Far-Infrared Images | |
Wu, Di1; Wang, Jihong1; Liu, Wei2; Cao, Jianzhong2; Zhou, Zuofeng2; Wu, D (reprint author), Univ Chinese Acad Sci, Coll Mat Sci & Optoelect Technol, Beijing, Peoples R China. | |
2017 | |
会议名称 | 1st International Conference on Electronics Instrumentation & Information Systems (EIIS) |
会议录名称 | PROCEEDINGS FIRST INTERNATIONAL CONFERENCE ON ELECTRONICS INSTRUMENTATION & INFORMATION SYSTEMS (EIIS 2017) |
页码 | 269-272 |
会议日期 | 2017-06-03 |
会议地点 | Harbin Inst Technol, Harbin, PEOPLES R CHINA |
出版地 | NEW YORK |
出版者 | IEEE |
产权排序 | 1 |
摘要 | In this paper, a robust real-time approach to detect humans in far-infrared images is proposed. Adaptive thresholds and vertical edge operator are combined to extract human candidate regions. Then, disturbing components are removed using morphological operations, size filtering and component labeling. After analyzing each connected region through histogram evaluation, local thresholds are employed to separate overlapped human candidates into single ones. At last, non-human objects are eliminated by shape refinement. Experimental results demonstrate the approach is accurate to locate human regions and efficient to meet the real-time demand of a general surveillance system. |
关键词 | Human Detection Infrared Image Processing Adaptive Segmentation Real-time Performance |
学科领域 | Engineering, Electrical & Electronic |
作者部门 | 动态光学成像研究室 |
收录类别 | EI ; CPCI |
ISBN号 | 978-1-5386-0843-2 |
语种 | 英语 |
WOS记录号 | WOS:000426992300046 |
EI入藏号 | 20182605356031 |
引用统计 | |
文献类型 | 会议论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/30001 |
专题 | 飞行器光学成像与测量技术研究室 |
通讯作者 | Wu, D (reprint author), Univ Chinese Acad Sci, Coll Mat Sci & Optoelect Technol, Beijing, Peoples R China. |
作者单位 | 1.Univ Chinese Acad Sci, Coll Mat Sci & Optoelect Technol, Beijing, Peoples R China 2.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian, Shaanxi, Peoples R China |
推荐引用方式 GB/T 7714 | Wu, Di,Wang, Jihong,Liu, Wei,et al. An Effective Method for Human Detection using Far-Infrared Images[C]. NEW YORK:IEEE,2017:269-272. |
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 Effective Method (449KB) | 会议论文 | 限制开放 | CC BY-NC-SA | 请求全文 |
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