OPT OpenIR  > 动态光学成像研究室
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
Conference Name1st International Conference on Electronics Instrumentation & Information Systems (EIIS)
Source PublicationPROCEEDINGS FIRST INTERNATIONAL CONFERENCE ON ELECTRONICS INSTRUMENTATION & INFORMATION SYSTEMS (EIIS 2017)
Pages269-272
Conference Date2017-06-03
Conference PlaceHarbin Inst Technol, Harbin, PEOPLES R CHINA
Publication PlaceNEW YORK
PublisherIEEE
Contribution Rank1
Abstract

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.

KeywordHuman Detection Infrared Image Processing Adaptive Segmentation Real-time Performance
Subject AreaEngineering, Electrical & Electronic
Department动态光学成像研究室
Indexed ByEI ; CPCI
ISBN978-1-5386-0843-2
Language英语
WOS IDWOS:000426992300046
EI Accession Number20182605356031
Citation statistics
Document Type会议论文
Identifierhttp://ir.opt.ac.cn/handle/181661/30001
Collection动态光学成像研究室
Corresponding AuthorWu, D (reprint author), Univ Chinese Acad Sci, Coll Mat Sci & Optoelect Technol, Beijing, Peoples R China.
Affiliation1.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
Recommended Citation
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.
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