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Comb-Based Filter Design Using Sharpening Technique and Certain Palindromic Polynomial
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作者 Gordana Jovanovic Dolecek 《Journal of Applied Mathematics and Physics》 2023年第11期3773-3781,共9页
This paper presents a novel approach to improve aliasing rejection in comb-based decimation filters. The method is established on certain palindromic polynomials with all zeros on the unit circle and the sharpening te... This paper presents a novel approach to improve aliasing rejection in comb-based decimation filters. The method is established on certain palindromic polynomials with all zeros on the unit circle and the sharpening technique. As a result, aliasing rejection and the passband characteristic are improved. The method is illustrated with various examples and compared with the methods from the literature. . 展开更多
关键词 Comb Filter ALIASING Passband Droop Palindromic Polynomial sharpenING
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基于深度金字塔网络的Pan-Sharpening算法 被引量:2
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作者 方帅 方赛华 姚宏亮 《计算机辅助设计与图形学学报》 EI CSCD 北大核心 2019年第10期1831-1837,共7页
为了利用高空间分辨率单波段的全色(PAN)图像和低空间分辨率的多光谱图像(MS)生成高分辨率的多光谱图像,提出一种基于深度金字塔网络的遥感图像融合(即pan-sharpening)算法,通过图像金字塔的方式逐层上采样来重构高分辨率的多光谱图像.... 为了利用高空间分辨率单波段的全色(PAN)图像和低空间分辨率的多光谱图像(MS)生成高分辨率的多光谱图像,提出一种基于深度金字塔网络的遥感图像融合(即pan-sharpening)算法,通过图像金字塔的方式逐层上采样来重构高分辨率的多光谱图像.在细节保持方面,针对全色图像和多光谱图像在尺度上跨度过大的问题,采用深度金字塔网络多尺度地融合全色图像的细节信息;在光谱保持方面,使用反卷积层代替传统的超分辨算法来上采样低分率的多光谱图像;最后将这2部分相加,得到最终的融合图像. GeoEye-1数据集上的实验结果表明,文中算法综合性能优于BDSD, PRACS, PNN and PanNet算法. 展开更多
关键词 卷积神经网络 图像金字塔 pan-sharpening 超分辨率
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Optimized analysis of sharpening characteristics of a compact RF pulse source based on a gyro-magnetic nonlinear transmission line for ultrawideband electromagnetic pulse application 被引量:3
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作者 铁维昊 孟萃 +4 位作者 赵程光 鲁小刚 谢军 蒋丹 闫自让 《Plasma Science and Technology》 SCIE EI CAS CSCD 2019年第9期110-121,共12页
We constructed a compact high-power RF pulse generator based on a gyro-magnetic nonlinear transmission line(GNLTL) to produce a high-voltage pulse with a sub-nanosecond rise time and a relatively high repetition rate,... We constructed a compact high-power RF pulse generator based on a gyro-magnetic nonlinear transmission line(GNLTL) to produce a high-voltage pulse with a sub-nanosecond rise time and a relatively high repetition rate, which shows great potential for application in the high-power ultrawideband electromagnetic effect, etc. The influence of incident pulse parameters(rise time and voltage amplitude) and line length on the sharpening characteristics of the GNLTL were investigated experimentally to optimize the rising rate of the modulated pulse front. Based on the GNLTL equivalent circuit model consisting of an LC ladder network, the rise time, the voltage conversion coefficient and the rising rate properties of a modulated pulse were also numerically analyzed in a wider range. The results show that a?>?90 k V RF pulse with a rise time of 350 ps and a repetition rate of 1 kHz in burst mode is produced by the GNLTL at an axial biasing magnetic field of 22 kA m^-1 and a line length of 30 cm under the condition of a 70 kV incident pulse. Applying a faster and higher incident pulse is conducive to improving the sharpening effect of the GNLTL. Furthermore, within a certain range, increasing the line length of the GNLTL not only reduces the rise time, but increases the voltage conversion coefficient and the rising rate of a modulated pulse. Furthermore, considering the energy loss of ferrite rings, there is an optimal line length to obtain the fastest rising rate of a modulated pulse front edge. 展开更多
关键词 gyro-magnetic nonlinear transmission line (GNLTL) sharpenING CHARACTERISTICS sub-nanosecond pulse high REPETITION rate
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一种新的基于压缩传感理论解决Pan-Sharpening问题的算法
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作者 简智涵 曹淼科 +1 位作者 沈超敏 张桂戌 《计算机应用与软件》 CSCD 北大核心 2014年第9期194-197,共4页
Pan-Sharpening问题是将高分辨率全色图像和低分辨率多光谱图像融合,重构出高分辨率多光谱图像的过程。压缩传感理论解决了相应目标函数的稀疏解问题(求解含有l0范数的极小化问题)。利用压缩传感理论,提出一种新的解决Pan-Sharpening问... Pan-Sharpening问题是将高分辨率全色图像和低分辨率多光谱图像融合,重构出高分辨率多光谱图像的过程。压缩传感理论解决了相应目标函数的稀疏解问题(求解含有l0范数的极小化问题)。利用压缩传感理论,提出一种新的解决Pan-Sharpening问题的算法:以离散余弦变换矩阵作为字典进行重构。然后针对重构过程中产生的块效应、色彩偏差和洗涤效应等问题进行相应的处理。QuickBird卫星图像的实验结果表明:与经典算法进行对比,该算法在效果上有一定的优势。 展开更多
关键词 Pan-sharpening 数字图像处理 离散余弦变换 压缩传感
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The Application of the Edge Sharpening Operator to the Breast Near-Infrared Imaging 被引量:1
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作者 Xiang Yan 1 , Li Kai yang 1 , Yang Xuan dong 1 , Wang Xiao fang 2 ,Zhang Xian lin 2 ,Zhu Yi jun 3 1. School of Physics and Technology, Wuhan University, Wuhan 430072, Hubei, China 2. Tumor Research Institute of Hubei Province, Wuhan 430079,Hubei, China 3. E Sea Digital Engineering Limited Company, Wuhan 430072, Hubei, China 《Wuhan University Journal of Natural Sciences》 CAS 2002年第4期421-425,共5页
The principles of Gradient operator, Laplacian operator, LOG operator and Sobel operator are discussed. Certain features of breast can be extracted in different degrees and aspects from original images by applying fou... The principles of Gradient operator, Laplacian operator, LOG operator and Sobel operator are discussed. Certain features of breast can be extracted in different degrees and aspects from original images by applying four edge sharpening operators to the breast near-infrared imaging. A great number of cases prove that compared with the other three operators, the improved Sobel operator can effectively extract the structural features of the breast from an original image. It can be concluded that the improved Sobel operator can assist in diagnosing breast diseases. 展开更多
关键词 edge sharpening OPERATOR NEAR infrared light breast diagnoses
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A Comprehensive Evaluation of PAN-Sharpening Algorithms Coupled with Resampling Methods for Image Synthesis of Very High Resolution Remotely Sensed Satellite Data 被引量:6
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作者 Shridhar D. Jawak Alvarinho J. Luis 《Advances in Remote Sensing》 2013年第4期332-344,共13页
The merging of a panchromatic (PAN) image with a multispectral satellite image (MSI) to increase the spatial resolution of the MSI, while simultaneously preserving its spectral information is classically referred as P... The merging of a panchromatic (PAN) image with a multispectral satellite image (MSI) to increase the spatial resolution of the MSI, while simultaneously preserving its spectral information is classically referred as PAN-sharpening. We employed a recent dataset derived from very high resolution of WorldView-2 satellite (PAN and MSI) for two test sites (one over an urban area and the other over Antarctica), to comprehensively evaluate the performance of six existing PAN-sharpening algorithms. The algorithms under consideration were the Gram-Schmidt (GS), Ehlers fusion (EF), modified hue-intensity-saturation (Mod-HIS), high pass filtering (HPF), the Brovey transform (BT), and wavelet-based principal component analysis (W-PC). Quality assessment of the sharpened images was carried out by using 20 quality indices. We also analyzed the performance of nearest neighbour (NN), bilinear interpolation (BI), and cubic convolution (CC) resampling methods to test their practicability in the PAN-sharpening process. Our results indicate that the comprehensive performance of PAN-sharpening methods decreased in the following order: GS > W-PC > EF > HPF > Mod-HIS > BT, while resampling methods followed the order: NN > BI > CC. 展开更多
关键词 PAN-sharpening WorldView-2 RESAMPLING METHODS
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A Novel Hybrid Pan-Sharpen Method Using IHS Transform and Optimization 被引量:1
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作者 Haiyong Ding Wenzhong Shi 《Advances in Remote Sensing》 2017年第3期229-243,共15页
Intensity-hue-saturation (IHS) transform is the most commonly used method for image fusion purpose. Usually, the intensity image is replaced by Panchromatic (PAN) image, or the difference between PAN and intensity ima... Intensity-hue-saturation (IHS) transform is the most commonly used method for image fusion purpose. Usually, the intensity image is replaced by Panchromatic (PAN) image, or the difference between PAN and intensity image is added to each bands of RGB images. Spatial structure information in the PAN image can be effectively injected into the fused multi-spectral (MS) images using IHS method. However, spectral distortion has become the typical factor deteriorating the quality of fused results. A hybrid image fusion method which integrates IHS and minimum mean-square-error (MMSE) was proposed to mitigate the spectral distortion phenomenon in this study. Firstly, IHS transform was used to derive the intensity image;secondly, the MMSE algorithm was used to fuse the histogram matched PAN image and intensity image;thirdly, optimization calculation was employed to derive the combination coefficients, and the new intensity image could be expressed as the combination of intensity image and PAN image. Fused MS images with high spatial resolution can be generated by inverse IHS transform. In numerical experiments, QuickBird images were used to evaluate the performance of the proposed algorithm. It was found that the spatial resolution was increased significantly;meanwhile, spectral distortion phenomenon was abated in the fusion results. 展开更多
关键词 IHS TRANSFORM Pan-sharpen Minimum Mean-Square-Error SPECTRAL DISTORTION Optimization Calculation
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Doppler Beam Sharpening for Arc Turning Flying
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作者 Zhang Zhizhong and Dai JianhuaNanjing Research Institute of Electronic Technology P.O. Box 1315, Nanjing 210013, China 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1992年第2期27-37,共11页
The signal processing and error analysis of arc turning flying for Doppler beam sharping (DBS) are described in the paper. As a sort of synthetic aperture radar, DBS is different from strip or spotlight mapping. The a... The signal processing and error analysis of arc turning flying for Doppler beam sharping (DBS) are described in the paper. As a sort of synthetic aperture radar, DBS is different from strip or spotlight mapping. The analytical expressions of DBS processing for both the inside arc turning and outside arc turning flying are given. The computer simulation of arc turning flying with an acceleration of 3g was performed on an IBM-PC. The results showed that the error of arc turning flying of DBS can be made negligibly small. 展开更多
关键词 Doppler beam sharpening Synthetic aperture radar.
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A Study of Pansharpened Images Based on the HSI Transformation Approach
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作者 Yoshihiro Mitani Yoshihiko Hamamoto 《Journal of Software Engineering and Applications》 2012年第12期163-166,共4页
A pan-sharpen technique artificially produces a high-resolution image by image fusion techniques using high-resolution panchromatic and low-resolution multispectral images. Thus, the appearance of the color image can ... A pan-sharpen technique artificially produces a high-resolution image by image fusion techniques using high-resolution panchromatic and low-resolution multispectral images. Thus, the appearance of the color image can improve. In this paper, the effectiveness of three pan-sharpening methods based on the HSI transform approach is investigated. Three models are the hexcone, double hexcones, and Haydn’s approach. Furthermore, the effect of smoothing the low-resolution multispectral image is also investigated. The smoothing techniques are the Gaussian filter and the bilateral filter. The experimental results show that Haydn’s model is superior to others. The effectiveness of smoothing the low-resolution multispectral image is also shown. 展开更多
关键词 MULTISPECTRAL Image Pan-sharpening HSI TRANSFORMATION SMOOTHING Techniques
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Sharpening Refineries' Competitive Edge
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《China Oil & Gas》 CAS 2000年第3期38-39,共2页
关键词 Competitive Edge sharpening Refineries
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新的改进Sharpened CIC滤波器
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作者 张捷 何培宇 +2 位作者 李心愿 徐自励 邓方 《四川大学学报(自然科学版)》 CAS CSCD 北大核心 2007年第4期817-820,共4页
提出了一种改进的积分梳状(CIC)滤波器.在改变传统积分梳状滤波器的延迟因子的同时,将锐化(Sharpen)技术和相位分解技术应用于此滤波器.改进后的滤波器与传统滤波器相比,减少了信号失真,降低了系统功率消耗.仿真结果表明,改进后的滤波... 提出了一种改进的积分梳状(CIC)滤波器.在改变传统积分梳状滤波器的延迟因子的同时,将锐化(Sharpen)技术和相位分解技术应用于此滤波器.改进后的滤波器与传统滤波器相比,减少了信号失真,降低了系统功率消耗.仿真结果表明,改进后的滤波器在通带范围内的波动很少,而且,具有较高的阻带衰减. 展开更多
关键词 积分梳状滤波器 锐化 相位分解
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基于边缘增强与光谱特性保持的Pan-sharpening融合模型 被引量:4
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作者 陈超迁 孟勇 +2 位作者 杨平吕 罗其祥 周则明 《自动化学报》 EI CSCD 北大核心 2019年第2期374-387,共14页
为生成兼具高光谱质量与高空间质量的融合图像,本文提出了一种新的Pan-sharpening变分融合模型.通过拟合退化后的全色(Panchromatic, Pan)波段图像与低分辨率多光谱(Multispectral, MS)波段图像间的线性关系得到各波段MS图像的权重系数... 为生成兼具高光谱质量与高空间质量的融合图像,本文提出了一种新的Pan-sharpening变分融合模型.通过拟合退化后的全色(Panchromatic, Pan)波段图像与低分辨率多光谱(Multispectral, MS)波段图像间的线性关系得到各波段MS图像的权重系数,计算从Pan图像抽取的空间细节;基于全色波段图像的梯度定义加权函数,增强了图像的强梯度边缘并对因噪声而引入的虚假边缘进行了抑制,有效地保持了全色波段图像中目标的几何结构;基于MS波段传感器的调制传输函数定义低通滤波器,自适应地限制注入空间细节的数量,显著降低了融合MS图像的光谱失真;针对Pan-sharpening模型的不适定性问题,引入L1正则化能量项,保证了数值解的稳定性.采用Split Bregman数值方法求解能量泛函的最优解,提高了算法的计算效率.QuickBird、IKONOS和GeoEye-1数据集上的实验结果表明,模型的综合融合性能优于MTF-CON、 AWLP、 SparseFI、TVR和MTF-Variational等算法. 展开更多
关键词 全色与多光谱图像融合 变分方法 调制传输函数 边缘增强
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SAR IMAGE ENHANCEMENT BASED ON BEAM SHARPENING TECHNIQUE
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作者 LIYong ZI-IANGKun-hui +1 位作者 ZHUDai-yin ZHUZhao-da 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2004年第2期147-151,共5页
A major problem encountered in enhancing SAR image is the total loss of phase information and the unknown parameters of imaging system. The beam sharpening technique, combined with synthetic aperture radiation pattern... A major problem encountered in enhancing SAR image is the total loss of phase information and the unknown parameters of imaging system. The beam sharpening technique, combined with synthetic aperture radiation pattern estimation provides an approach to process this kind of data to achieve higher apparent resolution. Based on the criterion of minimizing the expected quadratic estimation error, an optimum FIR filter with a symmetrical structure is designed whose coefficients depend on the azimuth response of local isolated prominent points because this response can be approximately regarded as the synthetic aperture radiation pattern of the imaging system. The point target simulation shows that the angular resolution is improved by a ratio of almost two to one. The processing results of a live SAR image demonstrate the validity of the method. 展开更多
关键词 合成孔径雷达 图像增强 波束锐化 有限冲激响应滤波器
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一种基于太赫兹成像的复杂地形自适应定高方法
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作者 吴强 邓佩佩 +5 位作者 陈仁爱 张强辉 安健飞 黄昆 周人 成彬彬 《太赫兹科学与电子信息学报》 2024年第6期617-626,共10页
针对现有近感探测器难以适应复杂地形情况下的精确定高问题,提出一种基于成像的图像域自适应对地高度估计方法。该方法将多普勒锐化成像原理应用到前下视场景,利用太赫兹频段分辨力高、孔径合成长度短的优势,采用太赫兹前下视成像实现... 针对现有近感探测器难以适应复杂地形情况下的精确定高问题,提出一种基于成像的图像域自适应对地高度估计方法。该方法将多普勒锐化成像原理应用到前下视场景,利用太赫兹频段分辨力高、孔径合成长度短的优势,采用太赫兹前下视成像实现地形感知,将传统近感探测器的一维距离测量扩展为二维成像测量,实现对运动轨迹前下方地形地貌的精确感知。在获得地面目标图像后,利用地面图像特征,采用图像域特征拟合方法实现对地高度估计。对前下视多普勒锐化成像的参数设计和成像算法进行了理论分析和仿真验证,开发了一套工作于220 GHz频段的太赫兹近感探测系统,并开展了无人机挂载试验。试验表明,该方法能有效感知地表目标环境,排除角反、树木等其他目标对地面高度测量的干扰,测高精确度达0.5 m,证明了该基于太赫兹成像的对地高度估计方法的可行性,为基于图像域特征提升近感探测器对复杂地形适应能力和感知能力奠定了工作基础。 展开更多
关键词 近感探测器 前下视成像 地形感知 太赫兹雷达 多普勒锐化
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铁基非晶纳米晶合金带材滚剪加工过程分析
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作者 阎秋生 李令 +2 位作者 李锴 朱超睿 彭顺 《工具技术》 北大核心 2024年第1期90-95,共6页
在生产现场采用跟踪统计方法,归纳分析铁基非晶纳米晶合金带材滚剪加工过程以及滚剪刀耐用度、刀具刃磨等问题,统计分析不同宽度滚剪刀的加工情况发现,滚剪刀有效工作时间比率为65%~88%,平均有效工作时间比率为76.1%,有效工作时间不稳定... 在生产现场采用跟踪统计方法,归纳分析铁基非晶纳米晶合金带材滚剪加工过程以及滚剪刀耐用度、刀具刃磨等问题,统计分析不同宽度滚剪刀的加工情况发现,滚剪刀有效工作时间比率为65%~88%,平均有效工作时间比率为76.1%,有效工作时间不稳定;滚剪刀剪切行程处于3700~4200m之间,平均剪切行程为3839.74m,刀具耐用度存在较大差异,剪切宽度越大滚剪刀耐用度越长;滚剪刀刃磨时刀具径向去除量在80~150μm之间,平均刃磨去除量为106μm,刀具刃磨工艺对刀具耐用度有决定性影响。最后针对滚剪刀磨损检测问题,提出采用声发射信号对滚剪刀状态进行在线检测的技术方案。 展开更多
关键词 非晶纳米晶合金带材 滚剪加工 滚剪刀 剪切行程 刃磨工艺
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一种动平台MIMO雷达对海广域探测波束锐化方法
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作者 张冰瑞 韩文俊 +2 位作者 郭国强 崔炜程 缪惠峰 《中国电子科学研究院学报》 2024年第2期149-154,171,共7页
为解决动平台相控阵雷达前视成像方位分辨率低的问题,文中利用多输入多输出(Multiple Input Multiple Output,MIMO)雷达角度分辨力的优势,给出了一种适用于广域宽角扫描的机载MIMO雷达波束锐化方法。首先,根据MIMO雷达虚拟阵列原理,在... 为解决动平台相控阵雷达前视成像方位分辨率低的问题,文中利用多输入多输出(Multiple Input Multiple Output,MIMO)雷达角度分辨力的优势,给出了一种适用于广域宽角扫描的机载MIMO雷达波束锐化方法。首先,根据MIMO雷达虚拟阵列原理,在宽发窄收和同时多波束探测模式下,建立了子阵级MIMO雷达前视成像回波模型;然后,在贝叶斯准则下,结合噪声统计先验信息,给出了基于最大似然估计的波束锐化方法。仿真和数据分析发现,该方法在较宽的角域内均可以获得良好的波束锐化性能,同时又极大节省了时间资源,具有一定的工程应用价值。 展开更多
关键词 动平台 MIMO雷达 波束锐化 最大似然估计
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高速自锐侵彻战斗部引信动力学响应与磁场特征研究
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作者 邵志豪 梁灏鸿 +2 位作者 梁辉 李彩芳 张珂 《计算机测量与控制》 2024年第4期135-142,共8页
在当今军事技术的快速发展中,高速自锐侵彻战斗部在毁伤深埋高价值硬目标与多层建筑时,具有巨大的战略价值;文章通过建立动力学响应和磁场分析模型,深入研究自锐战斗部侵彻6 m C40混凝土靶板和多层钢筋混凝土靶板时引信的力学与磁场响... 在当今军事技术的快速发展中,高速自锐侵彻战斗部在毁伤深埋高价值硬目标与多层建筑时,具有巨大的战略价值;文章通过建立动力学响应和磁场分析模型,深入研究自锐战斗部侵彻6 m C40混凝土靶板和多层钢筋混凝土靶板时引信的力学与磁场响应特性,为提高侵彻自锐战斗部毁伤精度提供支撑;在引信动力学响应的研究中,战斗部侵彻混凝土靶板历程,侵蚀后的靶板呈现出漏斗形状,随着战斗部侵彻的深入,应力波的稀疏效应逐渐减弱,战斗部的速度线性衰减,并在最终进入稳定侵彻模式的过程中,速度下降约52%;由于应力波在战斗部内部的传递与叠加导致引信位置检测的过载信号较为震荡;在引信磁场分析的研究中,地磁倾角为90°、地磁偏角为0°(即地磁场垂直于靶板中心线)时,X、Y轴磁通密度幅值小、信号无规律、穿层特征不明显;Z轴磁通密度幅值大、信号规则、穿层特征明显;地磁场强度越大,钢筋半径越大,地磁倾角越大,侵彻靶板层信号特征越明显。而Z轴磁通密度不受地磁偏角影响。 展开更多
关键词 高速侵彻 自锐战斗部 侵彻引信 动力学响应 磁场特性
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基于多尺度融合与USM的蒙古族家具纹样增强研究
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作者 院霖享 董霙达 +1 位作者 多化琼 王明涛 《林产工业》 北大核心 2024年第2期29-33,共5页
为提高蒙古族家具纹样图像的全局对比度、颜色和精细细节,提出了一种基于改进的多尺度融合和USM的图像增强算法。首先对图像采用非锐化掩模技术增强纹样的细节区域,在此基础上进行白平衡处理,然后根据对比度的需求定义权重,最后进行多... 为提高蒙古族家具纹样图像的全局对比度、颜色和精细细节,提出了一种基于改进的多尺度融合和USM的图像增强算法。首先对图像采用非锐化掩模技术增强纹样的细节区域,在此基础上进行白平衡处理,然后根据对比度的需求定义权重,最后进行多尺度融合能更好地体现出图像中有价值的信息和样式。结果表明:该算法能突出纹样的细节部位,图像颜色更加自然直观,有效地增强了蒙古族家具纹样的图片;该方法可为缺失纹路的蒙古族家具纹样复原提供技术支撑,同时对蒙古族家具纹样的保护具有重要意义。 展开更多
关键词 多尺度融合增强 归一化权重 图像增强 非锐化掩模技术 蒙古族家具纹样
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图像USM锐化取证与反取证技术综述
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作者 赵洁 宋爽 武斌 《广西师范大学学报(自然科学版)》 CAS 北大核心 2024年第3期1-16,共16页
反锐化掩膜(unsharp masking,USM)锐化是图像编辑中改善图像视觉清晰度的一种常用操作。然而,若将这一操作应用到篡改司法证据或者公共事件图片等场景,则会造成严重危害。近年来,图像取证领域的研究者已经提出许多USM锐化取证与反取证... 反锐化掩膜(unsharp masking,USM)锐化是图像编辑中改善图像视觉清晰度的一种常用操作。然而,若将这一操作应用到篡改司法证据或者公共事件图片等场景,则会造成严重危害。近年来,图像取证领域的研究者已经提出许多USM锐化取证与反取证的方法,本文对该领域文献进行系统性综述。首先阐述USM锐化操作的基本原理,然后从算法实现原理角度对现有的USM锐化取证与反取证方法进行分类总结,接着介绍相关文献常用的数据集,并对现有方法的性能进行对比评价,最后分析现有方法面临的挑战并对未来的研究方向进行展望,主要包括以下几个方面:使用新的数据集,深入取证与反取证博弈的研究,深入研究锐化反取证,注重取证方案的执行效率,提高反取证的可靠性。 展开更多
关键词 反锐化掩膜 USM锐化 锐化取证 锐化反取证 数字图像取证
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基于曲波变换的弱光照包装图像对比度设计增强方法
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作者 丁超群 《激光杂志》 CAS 北大核心 2024年第4期223-227,共5页
弱光照包装图像分辨率低的情况下,包装识别和检测的辨识度不高,需要进行对比度增强处理,提出基于曲波变换的弱光照包装图像对比度设计增强方法。构建图像空间特征信息检测模型,通过全色锐化方法多尺度分解图像,采用曲波变换方法重组全... 弱光照包装图像分辨率低的情况下,包装识别和检测的辨识度不高,需要进行对比度增强处理,提出基于曲波变换的弱光照包装图像对比度设计增强方法。构建图像空间特征信息检测模型,通过全色锐化方法多尺度分解图像,采用曲波变换方法重组全色锐化特征,结合字典集稀疏表示方法实现低维子空间表示,根据子空间细节表达结构构建弱光照包装图像对比度增强模型。结果表明,采用该方法进行弱光照包装图像对比度增强处理,提高了图像的辨识度水平和细节特征表达能力,辨识误差较低,平均为0.045,峰值信噪比较高,平均为42.134 dB,图像增强耗时平均为239.75 ms。 展开更多
关键词 曲波变换 弱光照包装图像 对比度增强 多尺度分解 锐化重组
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