The feature transformation technique researched by WiMi for image data augmentation include brightness adjustment, color transformation, geometric transformation, noise addition and so on.

The task of point cloud classification suffers from the problem of insufficient data, and data augmentation is an effective method to alleviate this problem. However, the effect of conventional ...