Weak point target detection in the complicated infrared background

被引:1
作者
Hong, Pu [1 ]
Wang, Chensheng [1 ]
Zhang, Zhijie [1 ]
机构
[1] Huazhong Inst Electroopt, Wuhan Natl Lab Optoelect, Wuhan 430074, Peoples R China
来源
2011 INTERNATIONAL CONFERENCE ON OPTICAL INSTRUMENTS AND TECHNOLOGY: OPTOELECTRONIC IMAGING AND PROCESSING TECHNOLOGY | 2011年 / 8200卷
关键词
thermal imager; point target detection; sea and sky background; two-steps gradient; detection function;
D O I
10.1117/12.904671
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Point target detection is an important issue for the application of infrared search and track (IRST) system. To detect the weak point target in infrared image, this paper introduces a new method based on two-steps gradient algorithm to eliminate the impact of complicated background and extract possible targets. Firstly, the characteristics of point target are analyzed based on 288x4 linear infrared FPAs. Secondly, the point targets in complicated infrared background are classified into four groups. The detection function is derived for each group, and then the comprehensive detection function is derived to extract the point target. Finally, a practical experiment is completed based on a 288x4 IRST system. It is proved that the two-steps gradient algorithm can reduce the number of possible targets which is helpful to the post-processing work.
引用
收藏
页数:8
相关论文
共 7 条
[1]   Small target detection using bilateral filter and temporal cross product in infrared images [J].
Bae, Tae-Wuk .
INFRARED PHYSICS & TECHNOLOGY, 2011, 54 (05) :403-411
[2]   Infrared small target enhancement and detection based on modified top-hat transformations [J].
Bai, Xiangzhi ;
Zhou, Fugen .
COMPUTERS & ELECTRICAL ENGINEERING, 2010, 36 (06) :1193-1201
[3]   Detection of Weak and Small Infrared Targets Under Complicated Background [J].
Chen Jinling ;
Zhang Jiming ;
Deng Linming ;
Niu Xiaoming ;
Wei Xueming ;
Xu Jing ;
Wu Jian .
5TH INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGIES: OPTOELECTRONIC MATERIALS AND DEVICES FOR DETECTOR, IMAGER, DISPLAY, AND ENERGY CONVERSION TECHNOLOGY, 2010, 7658
[4]   Homogeneous background prediction algorithm for detection of point target [J].
Dong Wei-ke ;
Zhang Jian-qi ;
Yang Ding-ding ;
Liu De-lian .
INFRARED PHYSICS & TECHNOLOGY, 2011, 54 (02) :70-74
[5]   OPTICAL MOVING TARGET DETECTION WITH 3-D MATCHED FILTERING [J].
REED, I ;
GAGLIARDI, R ;
STOTTS, L .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1988, 24 (04) :327-336
[6]   Detection and tracking of targets in infrared images using Bayesian techniques [J].
Shaik, J. ;
Iftekharuddin, K. M. .
OPTICS AND LASER TECHNOLOGY, 2009, 41 (06) :832-842
[7]   Clutter-adaptive infrared small target detection in infrared maritime scenarios [J].
Wang, Xiaoping ;
Zhang, Tianxu .
OPTICAL ENGINEERING, 2011, 50 (06)