李学英 夏治国 张卓 李科
单位:61287部队 610036
摘要:无人机摄影作为一种分辨率较高的立体摄影方式一直都被广泛应用。该技术不仅使用的成本较低,使用过程中受到的限制也较小,因此可以被广泛地应用于较多大比例的航测过程中。本文以多数地区测绘的实际情况为案例,具体分析和对比无人机摄影数据处理的主要流程。再实际运用外业实测数据来检测DLG成果应用情况之后有效地俄方你洗无人机影像处理技术在大比例基础测绘工程中的应用策略。
关键词:无人机影像处理技术;大比例测绘;测绘工程;应用策略
引言:
随着我国社会经济的不断发展,我国科技水平也会不断地提升。目前无人机摄影测量技术都在城乡规划工程项目中被广泛应用,这种技术也正不断地被普及。本文重点在研究与大比例尺基础测绘工程有关的无人机影像处理技术之后来展开深入地分析和探讨。
1.无人机摄像和大比例尺测绘工程
1.1无人机摄像
无人机影像通常情况下指的是遥感影像,其在测绘工程中的应用十分广泛,主要表现在两个方面:a.无人机遥感技术相比其他的技术来说具有极大的优势,首先其自身的设备成本相对较低,而且在运行的过程中可以实现灵活地运用。b.无人机影像技术是在卫星遥感、航空遥感等基础上发展起来的,同时又是对二者的补充,无人机影像技术与传统的技术相比,自身的相机体积更小,可以实现非专业化无人操控的低空飞行,其优势具体表现为:类型多种多样,所以在搭配摄像机的选择上也比较多,可以根据无人机的类型来对摄像机进行搭配,这样就可以从多方面、多角度来进行获取,而且其呈现的图像具有真实分辨率高的特点。
1.2大比例尺测绘工程
基础测绘工程的主要内容是对一个区间、空间或者是某一个区域的地面进行测量,然后根据测量的结果信息来绘制相应的地图[1]。通常情况下,基础测绘工程都是在大工程进行施工建设之前进行的,通过基础测绘工程来对项目即将施工的场地进行检测。
2.数据产生
2.1数据分析
本次被测试的区域为平地和丘陵两种地形,航飞的面积为46平方千米。早在2011年,专业人员就借助无人机搭载数码相机来进行拍摄,整个航飞的区域有3个,一共布置了40条航线,在多次拍摄之后取得了超过两千张照片,多数相片的倾斜角度都小于5度,航线弯曲度被控制在3%。如图1所示,第一第二测区的航线呈现南北布设的状态,第3测区的布设方向与南北相近,飞行高度和基准高度的比确实能够满足设计的要求。
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)
图1 测区航飞航线与控制点分布
2.2空中三角测量
在航空摄影专业测量的过程中,空中三角测量一直都发挥着重要的作用。这样一种测量的实际目的就是为了能够同时实现纠正影像、采集数字和最终提供定向的成果。实际测量的过程中主要是由资料准备、选择合适的点观测、定向功能和计算空中三角测量值等其他七个主要的环节构成。
实践过程中也可以采用如下两种加密方式。第一种就是运用专业的软件进行定点测量,再配合PATB软件来计算区域内部的平差。注意以专业的控制点和航拍资料为依据来有效地进行加密,最终获得专业的方位元素和其他坐标信息。目前,著名的PATB光束区域网平差法和空三测量模块是国际上非常著名的平差软件。但是,在实际运用无人机进行摄影的过程中, VirtuozoAAT自动化加密技术根本发挥不了实际的作用。
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)
GEOWAY_CIPS 工作流程
3.无人机航摄数据处理
与传统航摄相比,无人机小数码影像排列不规则, 俯仰角、旋偏角大; 航向影像重叠度大, 模型小; 影像畸变差大等问题, 这导致空三及测图精度难以保证; 不规则的影像排列导致空三自动转点成功率下降, 加大人工工作量;影像模型小导致立体测图中频繁切换模型, 作业效率降低等问题。
从试验的结果来看,随着像控点的密度逐步增大,再采用区域平差技术之后,平面点和高程点内部的精度正不断增高,但是像控点内部的距离则相对较为稀疏。后来在布设像控点的过程中,如果能够菜哟个较为密集的布设方案则可以使得图像的精度变得更高[2]。实际如果融入了人工干预的方式则可以让测试区域内部的分区变得更小,也有利于空三解算更好地进行。
当然,如果单纯地利用Geoway_AAT软件来解算控制点时,其并不会对测区提出更严格的要求,其工作的效率甚至会大幅度提升。但是如果采用Vir-tooZo来采集数据的过程中,先不要采用自动化作业范围来生成合适的核线,而是要注意将核线的范围缩到最小。因此,在实际测量的过程中只有严格运用加密点范围内的各种测量手段才能够更好地保证测量的精度,这其实也符合航空摄影业内规范的要求。
4.结束语
在大比例尺基础测绘工程中,运用无人机影像处理技术可以更方面的获取地形图等相关资料。无人机本身具有机动化、快速航测拍摄等优势特点,所以获取的影像图片也具有高分辨率特点。在运用的过程中,像一些技术性的处理措施是非常重要的,它可以帮助无人机航测过程中提高其工作运行的效率,更
好的为相关部门进行大比例尺基础测绘工程提供服务和保障。
通过精度比较可以看出平面精度可以满足本次1∶ 1 000测图需要, 但高程还有待进一步提高。无人机摄影测量技术在应用上还存在一定问题, 由于像幅小, 造成野外像片控制测量、空三加密、立体采集等工作量数倍增加,这也是需要进一步研究。由于该技术属于比较新的领域,相关的技术配套、设备、人员到软件, 到相关的技术流程与质量控制都不太成熟。但在国家开放低空空域,无人机低空遥感技术是近年快速发展起来的一项地理信息数据快速获取技术, 随着无人机的逐渐完善, 精度也会越来越高,应用领域将会更加广泛,前景将会越来越好。
参考文献:
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[2] 刘春,万红,李巍岳,等 . 基于无人机影像的大型滑坡区域精细地形构建研究 [J]. 井冈山大学学报:自然科学版,2015(01):11-12
[3] 姜丽丽,高天虹,白敏.无人机影像处理技术在大比例尺基础测绘工程中的应用研究 [J]. 测绘与空间地理信息,2013,36(07):174-176