Residential College | false |
Status | 已發表Published |
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 Publication | INFRARED PHYSICS & TECHNOLOGY |
ISSN | 1350-4495 |
Volume | 90Pages:186-194 |
Abstract | Infrared (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. |
Keyword | Intra-patch Homogeneity Inter-patch Heterogeneity Target Enhancement Robustness |
DOI | 10.1016/j.infrared.2018.03.006 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Instruments & Instrumentation ; Optics ; Physics |
WOS Subject | Instruments & Instrumentation ; Optics ; Physics, Applied |
WOS ID | WOS:000431935500023 |
Publisher | ELSEVIER SCIENCE BV |
The Source to Article | WOS |
Scopus ID | 2-s2.0-85044164114 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
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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