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Comparison of point clouds

So I'm having this project about comparing LiDAR and photogrammetry when it comes to spatial accuracy and resolution. I have generated a point cloud from photogrammetry so now my data consist of 3 point clouds:

1)a terrestrial Lidar point cloud (which will be used as reference)

2) an aerial Lidar point cloud

3) a photogrammetry point cloud

I need to align them, georeference them, clip them to the same extent, extract some objects from them (hard targets like buildings and yard walls and some trees) in order to compare them. I need to compare them by calculating cloud 2 cloud distances, RMSE or MAE error, and also compare the dimensions of the objects (height, width, length). For trees, centroid location of the trees can be used for comparison as aerial Lidar was acquired a year before the 2 other datasets. I would like to do this comparison in the point cloud format and in a DSM after a raster transformation of the objects. Object extraction should be ideally be done in an automatic way using some object detection algorithm.

Any recommendations on how to do that are welcome. As deliverables I need the detailed workflow, the edited data, some tables showing the statistical values of the comparison and ideally a report.

Please tell me what do you think of this. If you can do it and what would you ask for it.

Kemahiran: RADAR/LIDAR

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Tentang Majikan:
( 0 ulasan ) Wageningen, Netherlands

ID Projek: #20976315

5 pekerja bebas membida secara purata €357 untuk pekerjaan ini

umg536

Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the Lagi

€250 EUR dalam 3 hari
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Molotova

Hello. I am a GIS(Geographical Information System) expert and Web&Mobile developer. I graduated GIS special education course and I have been working on the Desktop, Web, Mobile GIS application development. I have rich Lagi

€250 EUR dalam 7 hari
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rajuchelliboyina

hi, I can align them together by registering in Leica cyclone software. if we have normals in the point clouds we can do them as cloud to cloud registration and can get the error values between them. we can identify t Lagi

€333 EUR dalam 4 hari
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Jordue

Hi. My name is ZhiYan and I've been working in this field for 7+ years as a computer vision expert. I have your proposal carefully and i understand your requiremrnt. My basic research areas are general object detecti Lagi

€700 EUR dalam 7 hari
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sonmezibrahim

Your project details attracted my attention because it really matches with my professional area. Here is a summary about my educational background. BS : Dept. of Meteorology, İstanbul Technical University, Turkey MSc Lagi

€250 EUR dalam 4 hari
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