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zhoupengwei avatar zhoupengwei commented on July 1, 2024 1

@Gatsby23 Because we don't know the distribution of set points in advance, we need to calculate three principal axes. Geometrically, we find a normal vector that is as perpendicular to all the points in the set as possible. It is equivalent to zero inner product. A more detailed derivation is as follows:
E43A58279BDBC452004BCE098AED59EF

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Gatsby23 avatar Gatsby23 commented on July 1, 2024

Thank you for your nice replay, thank you very much!

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gackes avatar gackes commented on July 1, 2024

Thanks for your work and answer! @zpw6106
I am confused about the three normal vector. Shouldn't they be in the same direction?

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zhoupengwei avatar zhoupengwei commented on July 1, 2024

@gackes They are different directions and the final normal vector is the weighted vector sum of the three principal axis vectors.

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gackes avatar gackes commented on July 1, 2024

In my mind , I think that x + by + cz + d = 0 and ax + y + cz +d =0 are consistent. So the results should be same. Why we can work out different results? Is there any different mathematical meaning about the there directions except for the normal vector of plane? @zpw6106

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