Super-resolution enhancement of UAV images based on fractional calculus and POCS

Abstract

A super-resolution enhancement algorithm was proposed based on the combination of fractional calculus and Projection onto Convex Sets (POCS) for unmanned aerial vehicles (UAVs) images. The representative problems of UAV images including motion blur, fisheye effect distortion, overexposed, and so on can be improved by the proposed algorithm. The fractional calculus operator is used to enhance the high-resolution and low-resolution reference frames for POCS. The affine transformation parameters between low-resolution images and reference frame are calculated by Scale Invariant Feature Transform (SIFT) for matching. The point spread function of POCS is simulated by a fractional integral filter instead of Gaussian filter for more clarity of texture and detail. The objective indices and subjective effect are compared between the proposed and other methods. The experimental results indicate that the proposed method outperforms other algorithms in most cases, especially in the structure and detail clarity of the reconstructed images.     

L1范数约束被动源数据稀疏反演一次波估计

对于被动源地震数据,运用常规的互相关算法得到的虚拟炮记录中,不仅含有一次波反射信息,还包括了表面相关多次波.然而,通过传统的被动源数据稀疏反演一次波估计(EPSI)方法,可以求得只含有一次波,不含表面相关多次波的虚拟炮记录.本文改进了传统的被动源数据稀疏反演一次波估计问题的求解方法,将被动源稀疏反演一次波估计求解问题转化为双凸L1范数约束的最优化求解问题,避免了在传统的稀疏反演一次波估计过程中用时窗防止反演陷入局部最优化的情况.在L1范数约束最优化的求解过程中,又结合了2DCurvelet变换和小波变换,在2DCurvelet-wavelet域中,数据变得更加稀疏,从而使求得的结果更加准确,成像质量得到了改善.通过简单模型和复杂模型,验证了本文提出方法的有效性.     

地下管网数据的动态更新技术研究

结合城市地下管网数据的现状,建立地下管网数据的时空数据结构;针对较少数据量的竣工测量数据和较大数据量的普查数据分别采用了基于要素和基于范围的更新方法,同时建立起数据的历史回溯机制,实现任意时间点数据的查询展示。实实在在解决了地下管网数据的现势性以及历史数据维护问题。     

TMS320C25高速A/D接口电路的设计

本文介绍了TMS320C25高速接口电路的设计方法,并以高速A/D接口为例,说明接口电路设计中的一些技巧。这对充分利用TMS320C25的硬件资源有非常重要的意义。     

国土资源视频会议系统建设

本文通过对视频会议历史和发展的阐述,以及对视频会议相关技术的分析比较,并结合当前国土资源管理工作和信息化工作的需求,说明了建设国土资源视频会议系统的必要性,重点论述了系统的设计概况、系统所采用的相关技术、系统的先进性等,最后说明了建设视频会议系统的意义。     

ECMWF参考大气谱模式在Convex320机上的发展

将ＥＣＭＷＦ预报模式移植到Ｃｏｎｖｅｘ３２０机上，修改了Ｉ／Ｏ结构，使得该模式在该机上顺利运行，在模式中引入了参考大气。计算了６个实例，取得了较好的结果，另外，在该模式上还ＣＸＳ格式，节省了计算时间，也提高了计算精度。     

凸壳原理在点群目标综合中的应用

对聚焦分布的点群，借助凸壳算法形成多层嵌套，以反映它的逐层分布特征，为点群目标的２经选取提供整体分布控制，借助ＶＯＲＯＮＩ图各个特体的区域性评价提供补充性的量化依据。综合过程分为两个子过程：凸壳层的合并和多边形折线顶点的综合。     

铀矿区化探资料计算机处理及成图

铀矿区化探资料计算机处理及其彩色等值图绘制软件,是应用了测量学、函数逼近论和计算机绘图等学科的有关理论完成的。绘图工作是在超级小型机PE-3230和静电彩色绘图仪ECP-42上进行的。根据需要,目前已开发了绘制1:20万和1:5万二种比例尺标准图幅的软件。当用户给出测区左下角的经纬度值后,本程序便能自动进行图廓整饰自动化(绘出方里网并写出其经纬度值)。在绘制彩色图时,由于应用了保凸拟合方法,使得图形色区各边界的一阶导数连续可微,从而达到边界线光滑的要求。图件的图名、接图表及其它注释均用中文标出。     

煤炭地质系统计算机应用的回顾与思考

物探研究院计算中心的发展是中国煤炭地质总局应用计算机处理煤田地质勘探资料工作的一个缩影。自70年代中期以来，计算机技术得到飞速发展，为适应地质勘探需求，煤炭地质总局计算中心进行了四次引进，推进了计算机在煤炭地质勘探方面的应用。文章简要回顾了煤田系统计算机应用概况，总结经验，反思不足，并对今后这项工作方向提出了个人的看法。     

Estimating residual biomass of olive tree crops using terrestrial laser scanning

Agricultural residues have gained increasing interest as a source of renewable energy. The development of methods and techniques that allow to inventory residual biomass needs to be explored further. In this study, the residual biomass of olive trees was estimated based on parameters derived from using a Terrestrial Laser Scanning System (TLS). To this end, 32 olive trees in 2 orchards in the municipality of Viver, Central Eastern Spain, were selected and measured using a TLS system. The residual biomass of these trees was pruned and weighed. Several algorithms were applied to the TLS data to compute the main parameters of the trees: total height, crown height, crown diameter and crown volume. Regarding the last parameter, 4 methods were tested: the global convex hull volume, the convex hull by slice volume, the section volume, and the volume measured by voxels. In addition, several statistics were computed from the crown points for each tree. Regression models were calculated to predict residual biomass using 3 sets of potential explicative variables: firstly, the height statistics retrieved from 3D cloud data for each crown tree, secondly, the parameters of the trees derived from TLS data and finally, the combination of both sets of variables. Strong relationships between residual biomass and TLS parameters (crown volume parameters) were found (R² = 0.86, RMSE = 2.78 kg). The pruning biomass prediction fraction was improved by 6%, in terms of R², when the variance of the crown-point elevations was selected (R² = 0.92, RMSE = 2.01 kg). The study offers some important insights into the quantification of residual biomass, which is essential information for the production of biofuel.