期刊文献+
共找到3篇文章
< 1 >
每页显示 20 50 100
一种稀疏约束的图正则化非负矩阵光谱解混方法 被引量:5
1
作者 甘玉泉 刘伟华 +3 位作者 冯向朋 于涛 胡炳樑 汶德胜 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2019年第4期1118-1127,共10页
由于受到高光谱遥感图像传感器平台的限制,图像的空间分辨率受到一定影响,这导致高光谱遥感图像的像元通常是多种地物的混合,也叫做混合像元。混合像元的存在制约了高光谱遥感图像的准确分析和应用领域。采用高光谱解混技术可将混合像... 由于受到高光谱遥感图像传感器平台的限制,图像的空间分辨率受到一定影响,这导致高光谱遥感图像的像元通常是多种地物的混合,也叫做混合像元。混合像元的存在制约了高光谱遥感图像的准确分析和应用领域。采用高光谱解混技术可将混合像元分解为纯净的物质光谱(Endmember,端元)和每种物质光谱所对应的混合比例(Abundance,丰度),为获取更多更精细的光谱提供了可能。这对高精度的地物分类识别、目标检测和定量遥感分析等研究领域具有重要的意义。因此,解混技术成为高光谱遥感图像领域的一个研究热点。基于线性光谱混合模型(linear spectral mixing model, LMM),提出了一种端元丰度联合稀疏约束的图正则化非负矩阵分解(endmember and abundance sparse constrained graph regularized nonnegative matrix factorization, EAGLNMF)算法。该算法通过研究基于非负矩阵分解(nonnegative matrix factorization, NMF)的方法,结合图正则化理论来考虑高光谱数据内部的几何结构,将端元光谱稀疏约束和丰度稀疏约束应用于其中,从而能够对高光谱数据的内部流形结构进行更为有效的表达。首先,构造了EAGLNMF算法的损失函数,采用VCA-FCLS方法进行初始化,然后,设定相关参数,包括图正则化权重矩阵参数、端元光谱稀疏约束因子和丰度矩阵稀疏约束因子,最后,通过推导得到了端元矩阵与丰度矩阵的迭代公式,并且设置了迭代停止条件。该方法不受图像中是否有纯像元的限制。实际上,在现行高光谱遥感传感器平台情况下,高光谱遥感图像中几乎不存在纯像元,因此, EAGLNMF方法为高光谱遥感图像的实际应用提供了一种思路。采用合成的高光谱数据,构造了4个实验来分析该方法的可行性和有效性,实验将该算法与VCA-FCLS,标准NMF及GLNMF等经典的解混算法进行比较,通过光谱角距离(spectral angle distance, SAD)和丰度角距离(abundance angle distance, AAD)这两个度量标准来进行比较。实验1是总体分析实验。在固定的信噪比和固定端元数目的情况下,用以上三种经典方法与EAGLNMF同时进行解混。实验2是SNR影响分析实验。在固定端元数目和不同信噪比的情况下,用这四种方法进行解混。实验3端元数目分析实验。在固定信噪比和不同端元数目的情况下,用四种方法进行解混,并且将结果进行对比。实验结果发现提出的EAGLNMF方法在提取端元精度和估计丰度精度上都更为准确。同时,实验4是稀疏因子分析实验。对端元稀疏约束和丰度稀疏约束之间的影响因子进行分析,实验结果表明引入的端元稀疏约束对于解混结果也具有较好的影响,并且端元稀疏约束和丰度稀疏约束之间的影响因子也对解混结果具有一定影响。最后,将该算法应用于AVIRIS所采集的真实高光谱图像数据,将其解混结果与美国地质勘探局光谱库中光谱进行匹配对比,其提取的平均端元精度相比于其他三种方法要稍好。 展开更多
关键词 高光谱图像 图正则化 稀疏约束 非负矩阵分解 光谱解混
在线阅读 下载PDF
Effect of distortion degree on the hydration of red mud base cementitious material
2
作者 SUN Wen-biao feng xiang-peng ZHAO Guang-xing 《Journal of Coal Science & Engineering(China)》 2009年第1期88-93,共6页
The interaction of Si anions with Al sites during the hydration process was observed by NMR, IR and SEM to understand the reaction mechanism of the hydrates formation mixed with oil shale calcined at different tempera... The interaction of Si anions with Al sites during the hydration process was observed by NMR, IR and SEM to understand the reaction mechanism of the hydrates formation mixed with oil shale calcined at different temperatures. As the reaction progressed, the coordination of Al (Ⅳ, Ⅴ, and Ⅵ) changed almost completely to Ⅳ, when mixed with oil shale calcined at 700 ℃. However, when mixed with oil shale calcined at 400 ℃, some 6-coordination of Al still remained in the hydrates. Under the function of alkaline solutions, which were produced with the hydration of clinker, a certain amount of Si and Al atoms dissolved or hydrolyzed from aluminosilicate, formed geomonomers in solutions, and then polycondensed to form networks. 展开更多
关键词 distortion degree hydration mechanics red mud base cementitious material
在线阅读 下载PDF
Cementing Properties of Oil Shale Ash
3
作者 feng xiang-peng NIU Xue-lian +2 位作者 BAI Xue LIU Xiao-ming SUN Heng-hu 《Journal of China University of Mining and Technology》 EI 2007年第4期498-502,共5页
The oil crisis has prompted renewed interest in direct burning of oil shale as an alternative energy source. A major problem in this process is the large portion of ash produced. The cementing properties of this ash w... The oil crisis has prompted renewed interest in direct burning of oil shale as an alternative energy source. A major problem in this process is the large portion of ash produced. The cementing properties of this ash were investi-gated to determine its applicability as a building material. By means of XRD,IR,NMR and ICP,we have studied the effects of burning temperature on the reactivity of ash. Maximum reactivity was obtained with ash samples produced at 700℃ to 900℃. In this range,the strength of oil-shale-based material,with properties similar to cement,which is composed of oil shale and several other kinds of solid wastes,can achieve the standard of 42.5^# cement. Our study has provided an experimental foundation and theoretical base for a massive utilization of oil shale. 展开更多
关键词 oil shale thermal activation cementitious activity
在线阅读 下载PDF
上一页 1 下一页 到第
使用帮助 返回顶部