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Infrared image detail enhancement based on the gradient field specification
Zhao W. D.; Xu Z. J.; Zhao J.; Zhao F.; Han X. Z.
2014
发表期刊Applied Optics
ISSNISBN/1559-128X
卷号53期号:19页码:4141-4149
摘要Human vision is sensitive to the changes of local image details, which are actually image gradients. To enhance faint infrared image details, this article proposes a gradient field specification algorithm. First we define the image gradient field and gradient histogram. Then, by analyzing the characteristics of the gradient histogram, we construct a Gaussian function to obtain the gradient histogram specification and therefore obtain the transform gradient field. In addition, subhistogram equalization is proposed based on the histogram equalization to improve the contrast of infrared images. The experimental results show that the algorithm can effectively improve image contrast and enhance weak infrared image details and edges. As a result, it can give qualified image information for different applications of an infrared image. In addition, it can also be applied to enhance other types of images such as visible, medical, and lunar surface. (C) 2014 Optical Society of America
收录类别SCI
语种英语
文献类型期刊论文
条目标识符http://ir.ciomp.ac.cn/handle/181722/44089
专题中科院长春光机所知识产出
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Zhao W. D.,Xu Z. J.,Zhao J.,et al. Infrared image detail enhancement based on the gradient field specification[J]. Applied Optics,2014,53(19):4141-4149.
APA Zhao W. D.,Xu Z. J.,Zhao J.,Zhao F.,&Han X. Z..(2014).Infrared image detail enhancement based on the gradient field specification.Applied Optics,53(19),4141-4149.
MLA Zhao W. D.,et al."Infrared image detail enhancement based on the gradient field specification".Applied Optics 53.19(2014):4141-4149.
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