UM
An infrared small target detection method based on multiscale local homogeneity measure
Nie, Jinyan; Qu, Shaocheng; Wei, Yantao; Zhang, Liming; Deng, Lizhen
2018-05
Source PublicationINFRARED PHYSICS & TECHNOLOGY
ISSN1350-4495
Volume90Pages:186-194
AbstractInfrared (IR) small target detection plays an important role in the field of image detection area owing to its intrinsic characteristics. This paper presents a multiscale local homogeneity measure (MLHM) for infrared small target detection, which can enhance the performance of IR small target detection system. Firstly, intra-patch homogeneity of the target itself and the inter-patch heterogeneity between target and the local background regions are integrated to enhance the significant of small target. Secondly, a multiscale measure based on local regions is proposed to obtain the most appropriate response. Finally, an adaptive threshold method is applied to small target segmentation. Experimental results on three different scenarios indicate that the MLHM has good performance under the interference of strong noise. (C) 2018 Elsevier B.V. All rights reserved.
KeywordIntra-patch homogeneity Inter-patch heterogeneity Target enhancement Robustness
DOI10.1016/j.infrared.2018.03.006
URLView the original
Indexed BySCIE
Language英语
WOS Research AreaInstruments & Instrumentation ; Optics ; Physics
WOS SubjectInstruments & Instrumentation ; Optics ; Physics, Applied
WOS IDWOS:000431935500023
PublisherELSEVIER SCIENCE BV
The Source to ArticleWOS
Fulltext Access
Citation statistics
Cited Times [WOS]:34   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionUniversity of Macau
Recommended Citation
GB/T 7714
Nie, Jinyan,Qu, Shaocheng,Wei, Yantao,et al. An infrared small target detection method based on multiscale local homogeneity measure[J]. INFRARED PHYSICS & TECHNOLOGY,2018,90:186-194.
APA Nie, Jinyan,Qu, Shaocheng,Wei, Yantao,Zhang, Liming,&Deng, Lizhen.(2018).An infrared small target detection method based on multiscale local homogeneity measure.INFRARED PHYSICS & TECHNOLOGY,90,186-194.
MLA Nie, Jinyan,et al."An infrared small target detection method based on multiscale local homogeneity measure".INFRARED PHYSICS & TECHNOLOGY 90(2018):186-194.
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