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A High-Dynamic-Range Optical Remote Sensing Imaging Method for Digital TDI CMOS
Lan, T. J.; X. C. Xue; J. L. Li; C. S. Han and K. H. Long
2017
发表期刊Applied Sciences-Basel
卷号7期号:10
摘要The digital time delay integration (digital TDI) technology of the complementary metal-oxide-semiconductor (CMOS) image sensor has been widely adopted and developed in the optical remote sensing field. However, the details of targets that have low illumination or low contrast in scenarios of high contrast are often drowned out because of the superposition of multi-stage images in digital domain multiplies the read noise and the dark noise, thus limiting the imaging dynamic range. Through an in-depth analysis of the information transfer model of digital TDI, this paper attempts to explore effective ways to overcome this issue. Based on the evaluation and analysis of multi-stage images, the entropy-maximized adaptive histogram equalization (EMAHE) algorithm is proposed to improve the ability of images to express the details of dark or low-contrast targets. Furthermore, in this paper, an image fusion method is utilized based on gradient pyramid decomposition and entropy weighting of different TDI stage images, which can improve the detection ability of the digital TDI CMOS for complex scenes with high contrast, and obtain images that are suitable for recognition by the human eye. The experimental results show that the proposed methods can effectively improve the high-dynamic-range imaging (HDRI) capability of the digital TDI CMOS. The obtained images have greater entropy and average gradients.
收录类别ei
语种英语
文献类型期刊论文
条目标识符http://ir.ciomp.ac.cn/handle/181722/58985
专题中科院长春光机所知识产出
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Lan, T. J.,X. C. Xue,J. L. Li,et al. A High-Dynamic-Range Optical Remote Sensing Imaging Method for Digital TDI CMOS[J]. Applied Sciences-Basel,2017,7(10).
APA Lan, T. J.,X. C. Xue,J. L. Li,&C. S. Han and K. H. Long.(2017).A High-Dynamic-Range Optical Remote Sensing Imaging Method for Digital TDI CMOS.Applied Sciences-Basel,7(10).
MLA Lan, T. J.,et al."A High-Dynamic-Range Optical Remote Sensing Imaging Method for Digital TDI CMOS".Applied Sciences-Basel 7.10(2017).
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