A domain-adaptation method transfers image quality knowledge to point clouds, with distortion-weighted alignment and contrastive quality preservation, to predict point cloud quality without point cloud labels.
3d is here: Point cloud library (PCL),
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From Images to Point Clouds: An Efficient Solution for Cross-media Blind Quality Assessment without Annotated Training
A domain-adaptation method transfers image quality knowledge to point clouds, with distortion-weighted alignment and contrastive quality preservation, to predict point cloud quality without point cloud labels.