OPT OpenIR  > 飞行器光学成像与测量技术研究室
Pedestrian Detection in Infrared Video Images
Wu, Di1,2; Liu, Wei1; Wu, D (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Peoples R China.
2016
Conference Name6th International Conference on Manufacturing Science and Engineering (ICMSE)
Source PublicationPROCEEDINGS OF THE 2015 6TH INTERNATIONAL CONFERENCE ON MANUFACTURING SCIENCE AND ENGINEERING
Volume32
Pages349-352
Conference Date2015-11-28
Conference PlaceGuangzhou, PEOPLES R CHINA
Publication PlacePARIS
PublisherATLANTIS PRESS
Contribution Rank1
Abstract

This paper introduces a method to detect pedestrians in infrared video images and studies its application into intelligent video surveillance. As part of a far infrared thermometric system in public places, our algorithm is aimed at the detection of human bodies in fixed area. According to the characteristics of infrared imaging technology, pedestrian detection depends on the difference of infrared radiation between the human body and the environment. Detection is achieved by the extraction and recognition of simple features of pedestrians which reduces the complexity of tradition methods and avoids using quantities of samples for training classifier. Our method not only reduces noise effectively, but also reaches high detection rate(DR) and low fault detection rate(FDR). Experimental results are presented to demonstrate the excellent performance of our algorithms.

KeywordPedestrian Detection Infrared Video Images Background Subtraction Simple Features
Subject AreaAutomation & Control Systems
Department动态光学成像研究室
Indexed ByISTP
ISBN978-94-6252-137-7
Language英语
ISSN2352-5401
Document Type会议论文
Identifierhttp://ir.opt.ac.cn/handle/181661/28494
Collection飞行器光学成像与测量技术研究室
Corresponding AuthorWu, D (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Peoples R China.
Affiliation1.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Peoples R China
2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Recommended Citation
GB/T 7714
Wu, Di,Liu, Wei,Wu, D . Pedestrian Detection in Infrared Video Images[C]. PARIS:ATLANTIS PRESS,2016:349-352.
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