chenzhaiyu / points2poly

Reconstructing compact building models from point clouds using deep implicit fields [ISPRS 2022]

Home Page:https://github.com/chenzhaiyu/points2poly

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Performance on indoor planes

bkhanal-11 opened this issue · comments

Thank you for this amazing work.

I was wondering if this algorithm works well with indoor planes. I have a indoor dataset captured using rgbd camera. I want to simplify the mesh into planar segments. I previously tried polyfit and was only able to get a watertight planar mesh around the structure of the building rather than indoor planar segments like walls and desks. Could you help me with this? Thank you in advance.

Hi @bkhanal-11, unfortunately both our work and PolyFit assert watertightness on the model to reconstruct. If I understand your case correctly, the un-closed indoor planes are not a good usecase here unless they are expected to form a watertight model.