Systems and methods for compressing dynamic unstructured point clouds. A plurality of destructive images of a dynamic unstructured point cloud can be captured from a plurality of viewpoints using one or more virtual cameras. One or more sequences of the destructive images can be formed. The one or more sequences of destructive images can then be compressed.