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一种柔性形态学参数对称对数图像处理新算法 被引量:4
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作者 倪洁 王俊平 +2 位作者 杨国钰 伍尧 马塾亮 《西安电子科技大学学报》 EI CAS CSCD 北大核心 2017年第5期25-31,45,共8页
合成孔径雷达成像过程中产生的固有随机相干斑噪声严重影响图像质量,因此对相干斑噪声的抑制研究具有重要意义.针对传统相干斑噪声的抑制方法不能兼顾去除斑点噪声和保护图像纹理信息的问题,笔者提出一种柔性形态学参数对称对数图像处... 合成孔径雷达成像过程中产生的固有随机相干斑噪声严重影响图像质量,因此对相干斑噪声的抑制研究具有重要意义.针对传统相干斑噪声的抑制方法不能兼顾去除斑点噪声和保护图像纹理信息的问题,笔者提出一种柔性形态学参数对称对数图像处理新算法.该算法结合柔性形态学顺序统计量的灵活性与参数对称的对数图像处理模型自适应处理图像负值部分的特性,抑制合成孔径雷达影像斑点噪声,并且能够较好地保护图像纹理及细节信息.为验证新算法的去噪性能,将其与已有的一些滤波算法的滤波效果比较,并利用抑斑图像质量评价指标,评价新算法滤波性能.实验结果表明,该算法在抑制斑点噪声的同时很好地保留了图像细节信息,且其滤波效果优于现有的合成孔径雷达影像斑点噪声抑制算法. 展开更多
关键词 合成孔径雷达影像 斑点噪声 柔性形态学参数对称对数图像处理算法 柔性形态学
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基于BP算法的低空无线信道数学建模研究 被引量:2
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作者 陈俊英 曾浩宇 《现代电子技术》 北大核心 2020年第20期46-49,共4页
为了保证低空无线信道功率谱的稳定性,提出基于BP算法的低空无线信道数学建模方法。采用BP算法获取低空无线信道的观测空间,设计信道参数提取流程,完成无线信道参数的提取。根据信道参数处理算法的具体实现步骤,采用迭代计算的方式将处... 为了保证低空无线信道功率谱的稳定性,提出基于BP算法的低空无线信道数学建模方法。采用BP算法获取低空无线信道的观测空间,设计信道参数提取流程,完成无线信道参数的提取。根据信道参数处理算法的具体实现步骤,采用迭代计算的方式将处理后的信道参数保存,完成低空无线信道参数处理算法的设计。通过分析低空无线信道数学模型的建立过程,实现基于BP算法的低空无线信道的数学建模。仿真实验结果表明,基于BP算法的低空无线信道数学建模方法与基于EM算法的低空无线信道数学建模方法相比,低空无线信道的功率谱更稳定,具有较好的应用效果。 展开更多
关键词 低空无线信道 数学建模 BP算法 信道参数提取 参数处理算法 仿真实验
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Adaptive polarization i mage fusion based on regional energy dynamic weighted average 被引量:2
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作者 ZHAO Yong-qiang PAN Quan ZHANG Hong-cai 《Optoelectronics Letters》 EI 2005年第3期224-227,共4页
According to the principle of polarization imaging and the relation between Stokes parameters and the degree of linear polarization, there are much redundant and complementary information in polarized images. Since ma... According to the principle of polarization imaging and the relation between Stokes parameters and the degree of linear polarization, there are much redundant and complementary information in polarized images. Since man-made objects and natural objects can be easily distinguished in images of degree of linear polarization and images of Stokes parameters contain rich detailed information of the scene, the clutters in the images can be removed efficiently while the detailed information can be maintained by combining these images. An algorithm of adaptive polarization image fusion based on regional energy dynamic weighted average is proposed in this paper to combine these images. Through an experiment and simulations,most clutters are removed by this algorithm. The fusion method is used for different light conditions in simulation, and the influence of lighting conditions on the fusion results is analyzed. 展开更多
关键词 偏振现象 图象处理 参数设计 模拟算法
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Parallel Processing Based on Ship Maneuvering in Identification of Interaction Force Coefficients 被引量:2
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作者 刘小健 黄国樑 邓德衡 《Journal of Shanghai Jiaotong university(Science)》 EI 2008年第3期352-356,共5页
The parallel processing based on the free running model test was adopted to predict the interaction force coefficients (flow straightening coefficient and wake fraction) of ship maneuvering. And the multipopulation ... The parallel processing based on the free running model test was adopted to predict the interaction force coefficients (flow straightening coefficient and wake fraction) of ship maneuvering. And the multipopulation genetic algorithm (MPGA) based on real coding that can contemporarily process the data of free running model and simulation of ship maneuvering was applied to solve the problem. Accordingly the optimal individual was obtained using the method of genetic algorithm. The parallel processing of multiopulation solved the prematurity in the identification for single population, meanwhile, the parallel processing of the data of ship maneuvering (turning motion and zigzag motion) is an attempt to solve the coefficient drift problem. In order to validate the method, the interaction force coefficients were verified by the procedure and these coefficients measured were compared with those ones identified. The maximum error is less than 5%, and the identification is an effective method. 展开更多
关键词 interaction force coefficient multi-population genetic algorithm (MPGA) parallel processing parameter identification
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