Octree traversal for anchor point cloud compression
An improved octree traversal implementation improves the color coding gain for point cloud compression. The improved octree traversal order to be used in Anchor PCC or any other octree-based point cloud compression such as Directed Acyclic Graph (DAG). The improved octree traversal makes minimal jumps in 3D space which makes traversed colors more correlated, which improves color coding gain.
1. A method comprising:
generating an octree, wherein the octree includes a plurality of voxels, and each of the voxels are represented by a plurality of coordinates; and
traversing the octree, wherein only one coordinate changes when moving from a voxel to a next voxel in the octree, wherein traversing the octree includes moving from (0,0,0) to (0,1,0) to (0,1,1) to (0,0,1) to (1,0,1) to (1,1,1) to (1,1,0) to (1,0,0).
2. The method of claim 1 wherein the voxels include color attributes.
3. The method of claim 1 further comprising receiving a point cloud.
4. The method of claim 1 further comprising deriving a palette of colors, wherein the octree includes select colors from the palette of colors.
5. The method of claim 4 further comprising deriving indexes to the palette of colors.
6. The method of claim 1 further comprising encoding a point cloud including traversing the octree.
7. An apparatus comprising:
a non-transitory memory for storing an application, the application for:
generating an octree, wherein the octree includes a plurality of voxels, and each of the voxels are represented by a plurality of coordinates; and
traversing the octree, wherein only one coordinate changes when moving from a voxel to a next voxel in the octree, wherein traversing the octree includes moving from (0,0,0) to (0,1,0) to (0,1,1) to (0,0,1) to (1,0,1) to (1,1,1) to (1,1,0) to (1,0,0); and
a processor coupled to the memory, the processor configured for processing the application.
8. The apparatus of claim 7 wherein the voxels include color attributes.
9. The apparatus of claim 7 wherein the application is further for receiving a point cloud.
10. The apparatus of claim 7 wherein the application is further for deriving a palette of colors, wherein the octree includes select colors from the palette of colors.
11. The apparatus of claim 10 wherein the application is further for deriving indexes to the palette of colors.
12. The apparatus of claim 7 wherein the application is further for encoding a point cloud including traversing the octree.
13. A system comprising:
a first computing device configured for:
generating an octree, wherein the octree includes a plurality of voxels, and each of the voxels are represented by a plurality of coordinates; and
traversing the octree, wherein only one coordinate changes when moving from a voxel to a next voxel in the octree, wherein traversing the octree includes moving from (0,0,0) to (0,1,0) to (0,1,1) to (0,0,1) to (1,0,1) to (1,1,1) to (1,1,0) to (1,0,0);
encoding a point cloud including traversing the octree; and
a second computing device configured for:
decoding the encoded point cloud.
14. The system of claim 13 wherein the voxels include color attributes.
15. The system of claim 13 wherein the first computing device is further for receiving a point cloud.
16. The system of claim 13 wherein the first computing device is further for deriving a palette of colors, wherein the octree includes select colors from the palette of colors.
17. The system of claim 16 wherein the first computing device is further for deriving indexes to the palette of colors.