Methods and systems for color smoothing for point cloud compression
Systems and methods for decoding a video stream by at least one processor, a method includes receiving the video stream, the video stream including at least one cell; and reconstructing a cell from among the at least one cell. The reconstructing includes: obtaining a maximum difference value for each of at least one set of attribute values of the cell; and determining whether to apply a filter to the cell based on the maximum difference value of a set of attribute values of the at least one set of attribute values.
1. A method for decoding a video stream by at least one processor, the method comprising:
receiving the video stream, the video stream including at least one cell; and
reconstructing a current cell from among the at least one cell, the reconstructing comprising:
obtaining a maximum difference value for each of at least one set of attribute values of the current cell; and
determining whether to apply a filter to the current cell based on the maximum difference value of a set of attribute values of the at least one set of attribute values,
wherein the maximum difference value of the set of attribute values is a difference between a maximum attribute value of the set of attribute values of the current cell and a minimum attribute value of the set of attribute values of the current cell.
2. The method of claim 1 , wherein
the determining comprises applying the filter to the current cell based on the maximum difference value being less than a threshold.
3. The method of claim 1 , wherein values of the set of attribute values are luma values of the current cell.
4. The method of claim 1 , wherein
the at least one set of attribute values is a plurality of sets of attribute values, each set of the plurality of sets of attribute values corresponding to a different color component,
the obtaining comprises obtaining a plurality of maximum difference values for the plurality of sets of attribute values, respectively, and
the determining comprises determining a largest maximum difference value from among the plurality of maximum difference values, and whether to apply the filter to the current cell based on the largest maximum difference value.
5. The method of claim 4 , wherein
the determining comprises applying the filter to the current cell based on the largest maximum difference value being less than a threshold.
6. The method of claim 1 , wherein
the determining comprises selecting the filter from among a plurality of filters based on a median value of attribute values of a cell neighborhood that includes the current cell that has the set of attribute values.
7. The method of claim 1 , wherein
the determining comprises selecting a filter strength of the filter based on the maximum difference value.
8. The method of claim 7 , wherein
the filter is a bilateral filter.
9. The method of claim 1 , wherein
the filter is a trilinear filter.
10. The method of claim 1 , wherein
the determining comprises determining to apply the filter to a current point of the current cell based on both the maximum difference value being less than a first threshold and an absolute distance, between a centroid of points in the current cell and the current point, being greater than a second threshold.
11. A system for decoding a video stream, the system comprising:
memory configured to store computer program code; and
at least one processor configured to receive the video stream, access the computer program code, and operate as instructed by the computer program code, wherein the computer program code comprises reconstructing code configured to cause the at least one processor to reconstruct a current cell from among at least one cell of the video stream, the reconstructing code comprising:
obtaining code configured to cause the at least one processor to obtain a maximum difference value for each of at least one set of attribute values of the current cell; and
determining code configured to cause the at least one processor to determine whether to apply a filter to the current cell based on the maximum difference value of a set of attribute values of the at least one set of attribute values,
wherein the maximum difference value of the set of attribute values is a difference between a maximum attribute value of the set of attribute values of the current cell and a minimum attribute value of the set of attribute values of the current cell.
12. The system of claim 11 , wherein
the determining code is configured to cause the at least one processor to apply the filter to the current cell based on the maximum difference value being less than a threshold.
13. The system of claim 11 , wherein values of the set of attribute values are luma values of the current cell.
14. The system of claim 11 , wherein
the at least one set of attribute values is a plurality of sets of attribute values, each set of the plurality of sets of attribute values corresponding to a different color component,
the obtaining code is configured to cause the at least one processor to obtain a plurality of maximum difference values for the plurality of sets of attribute values, respectively, and
the determining code is configured to cause the at least one processor to determine a largest maximum difference value from among the plurality of maximum difference values, and determine whether to apply the filter to the current cell based on the largest maximum difference value.
15. The system of claim 14 , wherein
the determining code is configured to cause the at least one processor to apply the filter to the current cell based on the largest maximum difference value being less than a threshold.
16. The system of claim 11 , wherein
the determining code comprises selecting code configured to cause the at least one processor to select the filter from among a plurality of filters based on a median value of attribute values of a cell neighborhood that includes the current cell that has the set of attribute values.
17. The system of claim 11 , wherein
the determining code comprises selecting code configured to cause the at least one processor to select a filter strength of the filter based on the maximum difference value.
18. The system of claim 17 , wherein
the filter is a bilateral filter.
19. The system of claim 11 , wherein
the filter is a trilinear filter.
20. A non-transitory computer-readable medium storing computer instructions that, when executed by at least one processor, cause the at least one processor to:
reconstruct a current cell from among at least one cell of a video stream, including:
obtaining a maximum difference value for each of at least one set of attribute values of the current cell; and
determining whether to apply a filter to the current cell based on the maximum difference value of a set of attribute values of the at least one set of attribute values,
wherein the maximum difference value of the set of attribute values is a difference between a maximum attribute value of the set of attribute values of the current cell and a minimum attribute value of the set of attribute values of the current cell.