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Add align point cloud for aligning multiple flights #436

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smathermather opened this issue Jan 9, 2025 · 3 comments
Open

Add align point cloud for aligning multiple flights #436

smathermather opened this issue Jan 9, 2025 · 3 comments

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@smathermather
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With #399, we get group processing, but no approach yet to align subsets of data to each other within a project.

Suggest adding adjacent point clouds to ensure alignment of each group, similar to this write up:
https://docs.opendronemap.org/map-accuracy/#improving-relative-accuracy

While alignment can also be done on DSM or DTM, LAZ file is more precise.

Feature would build on #343

@ivangayton
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Agree totally, and LAZ is also preferable because we can use the 3D products

@nrjadkry
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Hi @smathermather and @ivangayton ,

Could you please help me understand what the alignment file (LAZ file) is? What is its purpose, and why is it needed?

@smathermather
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smathermather commented Jan 10, 2025

GNSS errors for commodity sensors are rarely sub-meter, but with high resolution datasets, we can easily see offsets in the decimeter range. So for datasets flown during a change in atmospheric conditions or across multiple days, or just unlucky ones, we will see inter-dataset offsets if we don't apply additional corrections.

Using the point cloud from one flight allows us to align a batch of data with an adjacent flight to ensure consistency in spite of accuracy.

https://docs.opendronemap.org/arguments/align/

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