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High-boost-based multiscale local contrast measure for infrared small target detection

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成果类型:
期刊论文
作者:
Shi, Yafei;Wei, Yantao*;Yao, Huang;Pan, Donghui;Xiao, Guangrun
通讯作者:
Wei, Yantao
作者机构:
[Yao, Huang; Shi, Yafei; Wei, Yantao] Cent China Normal Univ, Sch Educ Informat Technol, Wuhan 430079, Hubei, Peoples R China.
[Pan, Donghui] Anhui Univ, Sch Math Sci, Hefei 230039, Anhui, Peoples R China.
[Xiao, Guangrun] Hubei Univ Arts & Sci, Sch Mech & Automot Engn, Xiangyang 441053, Peoples R China.
通讯机构:
[Wei, Yantao] C
Cent China Normal Univ, Sch Educ Informat Technol, Wuhan 430079, Hubei, Peoples R China.
语种:
英文
关键词:
Improved high boost filter (IHBF);Infrared (IR) image;Local contrast measure (LCM);Small target detection
期刊:
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
ISSN:
1545-598X
年:
2018
卷:
15
期:
1
页码:
33-37
基金类别:
Manuscript received August 21, 2017; revised October 13, 2017; accepted November 2, 2017. Date of publication December 1, 2017; date of current version December 27, 2017. This work was supported in part by the National Natural Science Foundation of China under Grant 61502195, in part by the Self-Determined Research Funds of CCNU from the Colleges’ Basic Research and Operation of MOE under Grant CCNU16A05022, in part by the Postdoctoral Science Foundation of China under Grant 2015M582223, and in part by the Natural Science Foundation for the Higher Education Institutions of Anhui Province of China under Grant KJ2016A027. (Corresponding author: Yantao Wei.) Y. Shi, Y. Wei, and H. Yao are with the School of Educational Information Technology, Central China Normal University, Wuhan 430079, China (e-mail: yafeishi@mails.ccnu.edu.cn; yantaowei@mail.ccnu.edu.cn; yaohuang@mail.ccnu.edu.cn).
机构署名:
本校为第一且通讯机构
院系归属:
教育信息技术学院
摘要:
Robust and efficient infrared (IR) small target detection plays an important role in image processing for IR remote sensing. In order to detect the IR small target with high detection rate, low false alarm rate (FAR), and high detection speed, a novel method called high-boost-based multiscale local contrast measure (HB-MLCM) is proposed in this letter. First, improved high boost filter is proposed to enhance the high frequency signal where the target may appear and suppress the low frequency signal. Then, a simple MLCM is proposed for further enhancing the target and suppressing the background...

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