Method and apparatus for point cloud compression
Aspects of the disclosure provide methods and apparatuses for point cloud compression and decompression. In some examples, an apparatus for point cloud compression/decompression includes processing circuitry. For example, the processing circuitry in the apparatus for point cloud encoding receives an occupancy map for a point cloud. The occupancy map is indicative of a background portion and a foreground portion for a coding block in an image that is generated based on the point cloud. Then, the processing circuitry devaluates distortions in the background portion of the coding block during an optimization process that results a coding option for the coding block, and encodes the coding block according to the coding option.
1. A method for point cloud encoding, comprising:
receiving an occupancy map for a point cloud, the occupancy map being indicative of a background portion and a foreground portion for a coding block in an image that is generated based on the point cloud;
devaluating distortions in the background portion of the coding block during an optimization process that determines a coding option for the coding block, wherein the devaluating step comprises completely disregarding the distortions in the background portion of the coding block during the optimization process that determines the coding option for the coding block by calculating a cost that is a function of distortions in the foreground portion of the coding block, and a function of coding rates of the background portion and the foreground portion of the coding block, but not a function of distortions in the background portion of the coding block, and minimizing the cost to determine the coding option for the coding block; and
encoding the coding block according to the determined coding option.
2. The method of claim 1 , wherein the calculating step comprises including a distortion of a particular sub-block of the coding block in the cost, when the particular sub-block includes at least one pixel in the foreground portion of the coding block.
3. The method of claim 1 , wherein the calculating step comprises disregarding a distortion of a particular sub-block of the coding block in the cost, when no pixel of the particular sub-block is in the foreground portion.
4. The method of claim 1 , wherein the image is one of a plurality of geometry images.
5. The method of claim 1 , wherein the image is one of a plurality of texture images.
6. The method of claim 1 , wherein the coding block corresponds to a coding tree unit.
7. An apparatus for point cloud encoding, comprising:
processing circuitry configured to
receive an occupancy map for a point cloud, the occupancy map being indicative of a background portion and a foreground portion for a coding block in an image that is generated based on the point cloud; and
devaluate distortions in the background portion of the coding block during an optimization process that determines a coding option for the coding block, and encode the coding block according to the determined coding option,
wherein the processing circuitry is further configured to completely disregard the distortions in the background portion of the coding block during the optimization process that determines the coding option for the coding block by calculating a cost that is a function of distortions in the foreground portion of the coding block, and a function of coding rates of the background portion and the foreground portion of the coding block, but not a function of distortions in the background portion of the coding block, and minimizing the cost to determine the coding option for the coding block.
8. The apparatus of claim 7 , wherein the processing circuitry is further configured to:
include a distortion of a particular sub-block of the coding block in the calculation of the cost when the particular sub-block includes at least one pixel in the foreground portion of the coding block.
9. The apparatus of claim 7 , wherein the processing circuitry is configured to:
disregard a distortion of a particular sub-block of the coding block in the calculation of the cost when no pixel of the particular sub-block is in the foreground portion.
10. The apparatus of claim 7 , wherein the image is one of a plurality of geometry images.
11. The apparatus of claim 7 , wherein the image is one of a plurality of texture images.
12. The apparatus of claim 7 , wherein the coding block corresponds to a coding tree unit.
13. A non-transitory computer-readable medium storing instructions which when executed by a computer for point cloud encoding cause the computer to perform:
receiving an occupancy map for a point cloud, the occupancy map being indicative of a background portion and a foreground portion for a coding block in an image that is generated based on the point cloud;
devaluating distortions in the background portion of the coding block during an optimization process that determines a coding option for the coding block, wherein the devaluating step comprises completely disregarding the distortions in the background portion of the coding block during the optimization process that determines the coding option for the coding block by calculating a cost that is a function of distortions in the foreground portion of the coding block, and a function of coding rates of the background portion and the foreground portion of the coding block, but not a function of distortions in the background portion of the coding block, and minimizing the cost to determine the coding option for the coding block; and
encoding the coding block according to the determined coding option.