Adaptive non-linear mapping for sample offset

1. A method for in-loop filtering of a video stream, comprising:

obtaining at least one statistical property associated with reconstructed samples of at least a first color component in a current reconstructed data block of the video stream;

selecting a target sample offset filter among a plurality of sample offset filters based on the at least one statistical property, each of the plurality of sample offset filters comprising a plurality of offset values nonlinearly mapped to a plurality of possible combinations of available sample delta measures of a plurality of reference tap positions relative to a filter tap position, the available sample delta measures comprising quantifications of available sample differences between the plurality of reference tap positions and the filter tap position; and

filtering a current reconstructed sample in a second color component of the current reconstructed data block by:

selecting a current sample offset from the plurality of offset values of the target sample offset filter based on a calculated combination of sample delta measures of a filter sample and corresponding reference samples at the plurality of reference tap positions of the filter sample in a third color component of the current reconstructed data block; and

applying the selected current sample offset to the current reconstructed sample to generate a filtered reconstructed sample of the current reconstructed sample in the second color component.

2. The method of claim 1 , wherein the first color component is a same color component as the third color component.

3. The method of claim 1 , wherein first color component is a same color component as the second color component.

4. The method of claim 1 , wherein the second color component is a different color component as the third color component.

5. The method of claim 1 , wherein the second color component is a same color component as the third color component.

6. The method of claim 1 , wherein the at least the first color component comprises one, two, or three color components.

7. The method of claim 1 , wherein the at least one statistical property comprises edge information of the current reconstructed data block.

8. The method of claim 7 , wherein:

the edge information of the current reconstructed data block comprises an edge direction derived in a Constrained Directional Enhanced Filtering (CDEF) process; and

the plurality of sample offset filters comprise N sample offset filters corresponding to N CDEF edge directions, N being an integer between 1 and 8 inclusive.

9. The method of claim 8 , wherein the plurality of sample offset filters are signaled at a frame level in high level syntax (HLS).

10. The method of claim 1 , wherein the at least one statistical property comprises a smoothness measure of the current reconstructed data block.

11. The method of claim 10 , wherein:

the smoothness measure of the current reconstructed data block is mapped to one of M predefined smoothness levels characterized by M−1 smoothness level thresholds;

the plurality of sample offset filters comprises M sample offset filters corresponding to the M predefined smoothness levels; and

the target sample offset filter is selected from the M sample offset filters according the one of the M predefined smoothness levels mapped to the smoothness measure.

12. The method of claim 1 , wherein the at least one statistical property comprises a coding information of the current reconstructed data block.

13. The method of claim 12 , wherein

coding information comprises a current prediction mode of the current reconstructed data block;

the plurality of sample offset filters correspond to different prediction modes; and

the target sample offset filter is selected from the plurality of sample offset filters according to the current prediction mode of the current reconstructed data block.

14. The method of claim 13 , wherein the different prediction modes comprise at least one of intra DC mode, intra Planar mode, intra PAETH mode, intra SMOOTH mode, intra recursive filtering mode, and inter SKIP mode.

15. The method of claim 1 , wherein each of the plurality of sample offset filters is associated with a set of filter coefficients, a number of the plurality of reference tap positions, and the plurality of reference tap positions.

16. The method of claim 1 , wherein filtering the current reconstructed sample in the second color component of the current reconstructed data block comprises:

determining a first location of the current reconstructed sample of the second color component;

identifying the filter sample of the third color component at the first location and the reference samples at the plurality of reference tap positions relative to the first location in the third color component;

determining the calculated combination of sample delta measures between the reference samples and the filter sample of the third color component of the current reconstructed data block;

extracting the current sample offset from the plurality of offset values of the target sample offset filter based on the calculated combination of sample delta measures; and

applying the current sample offset to the current reconstructed sample to generate the filtered reconstructed sample of the current reconstructed sample in the second color component.

17. The method of claim 1 , wherein:

the plurality of sample offset filters are predetermined;

the plurality of sample offset filters and an index of the selected target sample offset filter among the plurality of sample offset filters are signaled at a sequence level, a picture level, or coding tree unit level.

18. A device for in-loop filtering of a video stream, comprising a processing circuitry configured to:

obtain at least one statistical property associated with reconstructed samples of at least a first color component in a current reconstructed data block of the video stream;

select a target sample offset filter among a plurality of sample offset filters based on the at least one statistical property, each of the plurality of sample offset filters comprising a plurality of offset values nonlinearly mapped to a plurality of possible combinations of available sample delta measures of a plurality of reference tap positions relative to a filter tap position, the available sample delta measures comprising quantifications of available sample differences between the plurality of reference tap positions and the filter tap position; and

filter a current reconstructed sample in a second color component of the current reconstructed data block by:

selecting a current sample offset from the plurality of offset values of the target sample offset filter based on a calculated combination of sample delta measures of a filter sample and corresponding reference samples at the plurality of reference tap positions of the filter sample in a third color component of the current reconstructed data block; and

applying the selected current sample offset to the current reconstructed sample to generate a filtered reconstructed sample of the current reconstructed sample in the second color component.

19. The device of claim 18 , wherein the at least one statistical property comprises at least one of edge information, smoothness measure, and coding information of the current reconstructed data block.

20. A non-transitory computer readable medium for storing computer instructions, the computer instructions, when executed by a processor, causes the processor to:

obtain at least one statistical property associated with reconstructed samples of at least a first color component in a current reconstructed data block of a video stream;

select a target sample offset filter among a plurality of sample offset filters based on the at least one statistical property, each of the plurality of sample offset filters comprising a plurality of offset values nonlinearly mapped to a plurality of possible combinations of available sample delta measures of a plurality of reference tap positions relative to a filter tap position, the available sample delta measures comprising quantifications of available sample differences between the plurality of reference tap positions and the filter tap position; and

filter a current reconstructed sample in a second color component of the current reconstructed data block by:

selecting a current sample offset from the plurality of offset values of the target sample offset filter based on a calculated combination of sample delta measures of a filter sample and corresponding reference samples at the plurality of reference tap positions of the filter sample in a third color component of the current reconstructed data block; and

applying the selected current sample offset to the current reconstructed sample to generate a filtered reconstructed sample of the current reconstructed sample in the second color component.