排序方式: 共有71条查询结果,搜索用时 15 毫秒
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基于经验模态分解的高分辨率影像融合 总被引:3,自引:0,他引:3
High resolution image fusion is a significant focus in the field of image processing. A new image fusion model is presented based on the characteristic level of empirical mode decomposition (EMD). The intensity hue saturation (IHS) transform of the multi-spectral image first gives the intensity image. Thereafter, the 2D EMD in terms of row-column extension of the 1D EMD model is used to decompose the detailed scale image and coarse scale image from the high-resolution band image and the intensity image. Finally, a fused intensity image is obtained by reconstruction with high frequency of the high-resolution image and low frequency of the intensity image and IHS inverse transform result in the fused image. After presenting the EMD principle, a multi-scale decomposition and reconstruction algorithm of 2D EMD is defined and a fusion technique scheme is advanced based on EMD. Panchromatic band and multi-spectral band 3,2,1 of Quickbird are used to assess the quality of the fusion algorithm. After selecting the appropriate intrinsic mode function (IMF) for the merger on the basis of EMD analysis on specific row (column) pixel gray value series, the fusion scheme gives a fused image, which is compared with generally used fusion algorithms (wavelet, IHS, Brovey). The objectives of image fusion include enhancing the visibility of the image and improving the spatial resolution and the spectral information of the original images. To assess quality of an image after fusion, information entropy and standard deviation are applied to assess spatial details of the fused images and correlation coefficient, bias index and warping degree for measuring distortion between the original image and fused image in terms of spectral information. For the proposed fusion algorithm, better results are obtained when EMD algorithm is used to perform the fusion experience. 相似文献
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矿产资源是国民经济和社会发展的重要物质基础。开展矿产资源国情调查对于全面摸清矿产资源家底以及建立统一规范的矿产资源定期调查评价制度具有重要意义。湖南是全国矿产资源国情调查9个试点省份之一,2019年通过对试点地区桂阳县、临武县境内钨锡铅锌矿产资源的调查,总结出了适合湖南省情的矿产资源国情调查工作方法和经验,为矿产资源国情调查全面开展奠定了基础。 相似文献
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沙尘源区AVHRR反照率时序变化与TSP的对比分析 总被引:1,自引:0,他引:1
以2001年3月到5月的几次沙尘天气为例,介绍基于地表覆盖的AVHRR反照率的反演结果,并与TSP(沙尘干量)和Si(硅)进行对比分析,发现它们具有较好的相关性,从而揭示了沙尘暴发生前后地表能量的变化状况,为预测预警沙尘天气的危害提供及时客观的空间信息。 相似文献
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基于TM数据的植被覆盖度反演 总被引:6,自引:5,他引:6
本文首先对TM影像进行了几何纠正、辐射校正、大气校正;然后根据混合像元的结构特征,利用TM数据从植被指数(NDVI)中采用“等密度模型”和“非密度模型”提取了宜昌南部地区的植被覆盖度。在用“非密度模型”反演植被覆盖度的过程中,叶面积指数(LAI)是一个必要的参数,本文提出了一种改进的借助可见光波段和近红外波段反射值来提取叶面积指数(LAI)的方法。通过和MODIS数据反演结果比较表明:“非密度模型”的估算精度要高于“等密度模型”;利用“等密度模型”和“非密度模型”反演植被覆盖度是可行。 相似文献
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空间域分割的机载LiDAR数据输电线快速提取 总被引:2,自引:1,他引:2
机载LiDAR具有快速、直接获取地物3维坐标的能力,在电网高压输电线路安全巡检中具有较大的应用前景。论文针对机载LiDAR输电线智能巡检的需求,提出并实现了一种基于空间域分割的LiDAR点云数据输电线自动提取方法。该方法首先利用高程直方图统计法去除地面点,再次利用点云密度差异剔除杆塔,根据相邻线之间的距离差和相邻层的高程差进行单根输电线分离。最后,采用多项式模型在3维空间中重构每根输电线空间坐标。实验结果表明该方法能够快速自动地提取多个杆塔之间的多根输电线数据,具有一定的工程应用价值。 相似文献