共查询到19条相似文献,搜索用时 234 毫秒
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一种遥感图像建筑物检测新方法 总被引:1,自引:0,他引:1
遥感图像中的建筑物检测对于土地规划和地图绘制等具有重要意义。文章针对高分辨率全色遥感图像植被覆盖中隐蔽建筑物检测问题,提出了一种结合屋顶结构信息和纹理信息的快速房屋检测方法。首先利用屋顶边缘的几何关系寻找具有矩形屋顶的建筑物;然后使用形态学方法提取屋顶较亮的建筑物;最后利用局部二值模式(Local Binary Pattern,LBP)描述屋顶的纹理特征,并利用支持向量机(Support Vector Machine,SVM)排除误检区域。通过在全色遥感图像集上的试验证明,所提方法对高分辨率遥感图像植被覆盖区域中的建筑物目标具有较高检测率和较低误检率。 相似文献
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针对遥感图像中大型目标的直线特征提取问题,设计了一种基于类直线提取的改进霍夫(Hough)变换算法。类直线的提取相当于Hough变换的预处理,既约束了Hough变换所使用的直线上的特征点,改进了直接进行Hough变换时不同直线的特征点互相干扰的缺点,又降低了计算量。对图像空间的每条类直线分别进行Hough变换,改进投票过程的映射方式,寻找类直线中最多特征点所在的那条直线,只取一个投票峰值,在减小了计算复杂度的同时又去掉了虚假峰值的影响。实验结果表明,改进Hough变换直线特征提取算法性能好、效率高,可用于遥感图像处理领域。 相似文献
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徐甲 《桂林航天工业高等专科学校学报》2011,16(4):418-420
在实现无人机航空相机的高精度标定中,模板图像中角点提取的精度是至关重要的因素。为了实现高精度角点的提取,以及亚像素角点像素的修正,提出了基于Hessian矩阵的X型角点形状算子的亚像素角点提取方法。实验分析验证,该方法提取精度较高,提取过程简单,计算量小,大大简化了标定过程。 相似文献
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随着多媒体技术的发展,图像的应用越来越广泛,如何有效利用图像信息具有越来越重要的意义。颜色特征不受图像大小和旋转角度的影响,鲁棒性较好,在图像检索中具有较强的应用。本文在对图像特征进行提取的基础上,提出了一种新的图像检索数据方法。该方法引入了色彩直方图、颜色中心矩、灰度直方图等颜色特征,使用色彩直方图对整幅图像的色彩信息进行统计;使用分块颜色中心矩对色彩的空间分布信息进行统计;对由于色彩浓度和对比度发生变化而对检索效果的影响,采用了灰度直方图进行淡化。通过对这三种特征距离进行加权和计算,进行相似度匹配,检索出目标图像。本文针对性地设计了基于色彩直方图混合特征的图像检索系统,实验证明色彩直方图混合特征检索的结果与示例图像在颜色与空间分布上基本相似,具有较强的实用性。 相似文献
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针对基于雷达无人机目标识别难度高、精确度低、适应性差等问题,本文提出了利用深度学习的方法,对雷达回波进行无人机检测。首先,利用相参累积的方法生成雷达回波的距离-多普勒图像,增强目标特征并提高信噪比;其次,采用生成对抗模型对距离-多普勒图像进行数据扩充,以获得充足的图像数据减小网络的过拟合并提高网络鲁棒性;最后,使用基于位置感知的卷积神经网络增强特征,通过构建基于距离-多普勒图像的感知模块,实现对目标距离和运动速度的检测。通过在雷达回波序列中弱小飞机目标检测跟踪数据集上验证的结果表明:最终检测结果在召回率89%的情况下达到了91%的准确率。相比于基准方法,本文提出的方案具有更高的检测精度和更好的网络运行效率。 相似文献
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Leonardo D. Chiwiacowsky Paolo Gasbarri Haroldo F. de Campos Velho 《Acta Astronautica》2008,62(10-11):592-604
The present investigation is focused on the solution of a dynamic inverse problem which is concerned with the assessment of damage in large space structures by means of measured vibration data. This inverse problem has been presented as an optimization problem and has been solved through the use of the conjugate gradient method with the adjoint equation, also called the variational approach. When a high number of damaged elements has to be found and these elements are also severely damaged, it is shown that the use of an additional method is necessary in order to provide a better initial guess for the conjugate gradient method. A stochastic method, represented by the genetic algorithm method, has been chosen because it provides robust search in complex spaces and also reduces the chance of converging to local optima. The application of this hybrid approach showed that better results can be achieved, although the computational time for the application analyzed here could increase. The damage estimation has been evaluated using noiseless and noisy synthetic experimental data, and the reported results are concerned with a space truss structure. 相似文献
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基于梯度特征的图像自动分割方法 总被引:1,自引:0,他引:1
利用遥感图像进行海上目标检测、监视的关键技术是实现海陆分离,从而为目标检测、监视减少不必要的处理工作。传统的采用阈值分割方法分离陆地,但是这种方法对于陆地上灰度级较低区域容易造成误分割。而且,很显然的不能够充分利用图像中的灰度变化信息,即梯度。为此提出了一种基于梯度特征的海陆分割算法。首先利用边缘检测提取图像的梯度特征,梯度特征对灰度级并不敏感而对梯度的变化敏感,对于陆地灰度级较低的区域也能够提取边缘。对得到的边缘进行形态学处理,利用设定的面积阈值将图像分为主体陆地区域和孤立陆地区域,进一步可以屏蔽陆地。实验结果表明,该方法可以较好的分割陆地中阴暗区域,对于未经辐射校正图像有较好的适用性,并且有较快的处理速度。 相似文献
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Life is generally believed to emerge on Earth, to be at least functionally similar to life as we know it today, and to be much simpler than modern life. Although minimal life is notoriously difficult to define, a molecular system can be considered alive if it turns resources into building blocks, replicates, and evolves. Primitive life may have consisted of a compartmentalized genetic system coupled with an energy-harvesting mechanism. How prebiotic building blocks self-assemble and transform themselves into a minimal living system can be broken into two questions: (1) How can prebiotic building blocks form containers, metabolic networks, and informational polymers? (2) How can these three components cooperatively organize to form a protocell that satisfies the minimal requirements for a living system? The functional integration of these components is a difficult puzzle that requires cooperation among all the aspects of protocell assembly: starting material, reaction mechanisms, thermodynamics, and the integration of the inheritance, metabolism, and container functionalities. Protocells may have been self-assembled from components different from those used in modern biochemistry. We propose that assemblies based on aromatic hydrocarbons may have been the most abundant flexible and stable organic materials on the primitive Earth and discuss their possible integration into a minimal life form. In this paper we attempt to combine current knowledge of the composition of prebiotic organic material of extraterrestrial and terrestrial origin, and put these in the context of possible prebiotic scenarios. We also describe laboratory experiments that might help clarify the transition from nonliving to living matter using aromatic material. This paper presents an interdisciplinary approach to interface state of the art knowledge in astrochemistry, prebiotic chemistry, and artificial life research. 相似文献
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本文根据稳定性分析的前屈曲完全理论和修正型的Hahn-Tsai非线性本构关系,采用有限元法分析了复合材料层合回转壳的非线性稳定性,讨论了屈曲产壳体法向与面内支承条件和复合材料的横向和剪切非线性性能对壳体结构总体稳定性的影响,为工程结构设计者们提供了一些有益的参考意见。 相似文献
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根据飞行时间二次离子质谱学的新进展,用当代最先进的仪器首次对三种典型的我国地面空间环境模拟污染样品进行了探索性实验研究。结果表明:由于极高的检测灵敏度,具备分析微量航天污染物成分的能力;由于很高的质量分辨本领,具备检测航天污染物包含的所有元素、同位素和各种化合物的指纹鉴别能力;成像分析可获得航天污染物各成分面分布及一定的分层信息,从而可望揭示出各类污染物的形成过程。与国内外现有的各类检测手段相比,飞行时间二次离子质谱是航天污染物检测强有力的一种新手段。讨论了需要进一步研究解决的主要问题,如果能开发出可避免二次污染并分阶段取样、保存样品的装置与之配合,该技术有望在迅速崛起的航天污染系统工程中发展成为一种独具特色的航天污染检测新技术。 相似文献
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Wei Huang Zhen-guo Wang Mohamed Pourkashanian Lin Ma Derek B. Ingham Shi-bin Luo Jing Lei Jun Liu 《Acta Astronautica》2011,68(11-12):1669-1675
The scramjet isolator, which is used to prevent the hypersonic inlet from disturbances that arise from the pressure rise in the scramjet combustor due to the intense turbulent combustion, is one of the most critical components in hypersonic airbreathing propulsion systems. Any engineering error that is possible in the design and manufacturing procedure of the experimental model, and the intense heat release in the scramjet combustor, may cause the performance of the isolator to decrease, leading to its lack of capability in supporting the back pressure. The coupled implicit Reynolds Averaged Navier–Stokes (RANS) equations and the two-equation standard k?ε turbulent model have been employed to numerically simulate the flow fields in a three-dimensional scramjet isolator. The effects of the divergent angle and the back pressure on the shock wave transition and the location of the leading edge of the shock wave train have been estimated and discussed. The obtained results show that the present numerical results are in very good agreement with the available experimental shadow-pictures, and the numerical method is more suitable for capturing the shock wave train and predicting the location of the leading edge of the shock wave train in the scramjet isolator than the present two-dimensional numerical methods. This is due to the small width-to-height ratio of the isolator and the intense three-dimensional flow structures. On increasing the divergent angle of the scramjet isolator, the static pressure along the central symmetrical line of the isolator decreases sharply. This is due to the strong expansion wave generated at the entrance of the isolator, and when the divergent angle of the isolator is sufficiently large, namely 1.5°, a zone of negative pressure is formed just ahead of the leading edge of the shock wave train. At the same time, the shock wave train varies from being oblique to being normal, and then back to oblique. With an increase in the prescribed back pressure at the exit of the scramjet isolator, the leading edge of the shock wave train moves forward towards the entrance of the isolator, and when the back pressure is sufficiently large, unstart conditions in the hypersonic inlet can take place if the shock train reaches the inlet. 相似文献