Changchun Institute of Optics,Fine Mechanics and Physics,CAS
Infrared LSS-Target Detection Via Adaptive TCAIE-LGM Smoothing and Pixel-Based Background Subtraction | |
Y.F.Wu; Y.J.Wang; P.X.Liu; H.Y.Luo; B.Y.Cheng; H.J.Sun | |
2019 | |
发表期刊 | Photonic Sensors
![]() |
ISSN | 1674-9251 |
卷号 | 9期号:2页码:179-188 |
摘要 | Infrared small target detection is a significant and challenging topic for daily security. This paper proposes a novel model to detect LSS-target (low altitude, slow speed, and small target) under the complicated background. Firstly, the fundamental constituents of an infrared image including the complexity and entropy are calculated, which are invoked as adaptive control parameters of smoothness. Secondly, the adaptive L0 gradient minimization smoothing based on texture complexity and information entropy (TCAIE-LGM) is proposed in order to remove noises and suppress low-amplitude details in infrared image abstraction. Finally, difference of Gaussian (DoG) map is incorporated into the pixel-based adaptive segmentation (PBAS) background modeling algorithm, which can differ LSS-target from the sophisticated background. Experimental results demonstrate that the proposed novel model has a high detection rate and produces fewer false alarms, which outperforms most state-of-the-art methods. |
关键词 | Small target detection,L0 smoothing,texture complexity,information,entropy,pixel-based adaptive segmentation,search,Instruments & Instrumentation,Optics |
DOI | 10.1007/s13320-018-0523-8 |
收录类别 | SCI ; EI |
语种 | 英语 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ciomp.ac.cn/handle/181722/62939 |
专题 | 中国科学院长春光学精密机械与物理研究所 |
推荐引用方式 GB/T 7714 | Y.F.Wu,Y.J.Wang,P.X.Liu,et al. Infrared LSS-Target Detection Via Adaptive TCAIE-LGM Smoothing and Pixel-Based Background Subtraction[J]. Photonic Sensors,2019,9(2):179-188. |
APA | Y.F.Wu,Y.J.Wang,P.X.Liu,H.Y.Luo,B.Y.Cheng,&H.J.Sun.(2019).Infrared LSS-Target Detection Via Adaptive TCAIE-LGM Smoothing and Pixel-Based Background Subtraction.Photonic Sensors,9(2),179-188. |
MLA | Y.F.Wu,et al."Infrared LSS-Target Detection Via Adaptive TCAIE-LGM Smoothing and Pixel-Based Background Subtraction".Photonic Sensors 9.2(2019):179-188. |
条目包含的文件 | 下载所有文件 | |||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Infrared LSS Target (379KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
个性服务 |
推荐该条目 |
保存到收藏夹 |
查看访问统计 |
导出为Endnote文件 |
谷歌学术 |
谷歌学术中相似的文章 |
[Y.F.Wu]的文章 |
[Y.J.Wang]的文章 |
[P.X.Liu]的文章 |
百度学术 |
百度学术中相似的文章 |
[Y.F.Wu]的文章 |
[Y.J.Wang]的文章 |
[P.X.Liu]的文章 |
必应学术 |
必应学术中相似的文章 |
[Y.F.Wu]的文章 |
[Y.J.Wang]的文章 |
[P.X.Liu]的文章 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论