Digital Library of Zielona Góra contains 63 052 digital objects
Object
Title: Infrared small-target detection under a complex background based on a local gradient contrast method
Creator:
Yang, Linna ; Xie, Tao ; Liu, Mingxing ; Zhang, Mingjiang ; Qi,Shuaihui ; Yang, Jungang
Date:
Resource Type:
Contributor:
Niemiec, Marcin - ed. ; Dziech, Andrzej - ed. ; Wassermann, Jakob - ed.
Subtitle:
Group publication title:
Abstract:
Small target detection under a complex background has always been a hot and difficult problem in the field of image processing. Due to the factors such as a complex background and a low signal-to-noise ratio, the existing methods cannot robustly detect targets submerged in strong clutter and noise. In this paper, a local gradient contrast method (LGCM) is proposed. Firstly, the optimal scale for each pixel is obtained by calculating a multiscale salient map. ; Then, a subblockbased local gradient measure is designed; it can suppress strong clutter interference and pixel-sized noise simultaneously. Thirdly, the subblock-based local gradient measure and the salient map are utilized to construct the LGCM. Finally, an adaptive threshold is employed to extract the final detection result. Experimental results on six datasets demonstrate that the proposed method can discard clutters and yield superior results compared with state-of-the-art methods.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
DOI:
Pages:
Source:
AMCS, volume 33, number 1 (2023) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Digital Library of Zielona Góra > Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Digital Library of Zielona Góra > Repository > Types of work > Articles
- Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2023)
Last modified:
Jul 25, 2025
In our library since:
Jul 25, 2025
Number of object content hits:
5
All available object's versions:
https://www.zbc.uz.zgora.pl/publication/101569
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 33, number 1 (2023)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 33, number 2 (2023)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 33, number 3 (2023)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 33, number 4 (2023)
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| Edition name | Date |
|---|---|
| Infrared small-target detection under a complex background based on a local gradient contrast method | Jul 25, 2025 |
