Quantifying noise in a Pointcloud

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JMerridew
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Joined: Fri Feb 18, 2022 2:10 pm
Location: Newcastle, United Kingdom

Quantifying noise in a Pointcloud

Post by JMerridew »

Hi,
I'm super new to cloudcompare and was wondering if there is a way to quantify the amount of noise within a pointcloud. I have been able to filter out the noise and work out the percentage of points that the algorithm considered noise but I'm looking for a figure which represents the size of the noise (preferably in cm/mm).
Tried conducting a mesh to pointcloud analysis but was unsuccessful. Any advice you could give would be amazing.
daniel
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Re: Quantifying noise in a Pointcloud

Post by daniel »

So, if you only have a point cloud and no reference, the 'roughness' measure could give you some information about the noise: see https://www.cloudcompare.org/doc/wiki/i ... =Roughness

And if you have a point cloud, and a reference mesh, then yes, you should be able to compare both with https://www.cloudcompare.org/doc/wiki/i ... h_Distance (assuming they are already registered, if not you'll have to do it first!)
Daniel, CloudCompare admin
JMerridew
Posts: 2
Joined: Fri Feb 18, 2022 2:10 pm
Location: Newcastle, United Kingdom

Re: Quantifying noise in a Pointcloud

Post by JMerridew »

Thank you:)
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