Smooth surface prediction
A method for making a smooth prediction block of samples in a picture in an image or video encoder or decoder is provided. The method includes determining parameters r of a polynomial model by r=(B T B) −1 *(B T *x), where B is a matrix of bases and x is a source of samples in vector form. The method includes predicting a block x′ based on the parameters r and the matrix of bases B.
1. A method for adjusting a quantization parameter (QP) for a block in an image, the method comprising:
determining that the block in the image is smooth, wherein determining that the block in the image is smooth is based on information at a sub-block level of granularity;
determining that the OP for the block would reduce the quality of the block after compression;
determining that the image is an intra-coded picture type; and
as a result of determining that: i) the block in the image is smooth, ii) the QP would reduce the quality of the block after compression, and iii) the image is an intra-coded picture type, decreasing the QP for the block so that the block is encoded with higher quality.
2. The method of claim 1 , wherein determining that a block in an image is smooth comprises:
determining parameters for a model based on low-frequency base functions;
predicting predicted samples with the determined parameters;
comparing the predicted samples with source samples of the block to determine an error; and
determining that the error is below a threshold.
3. The method of claim 2 , wherein
the low-frequency base functions comprise polynomial functions, and
comparing the predicted block with source samples to determine an error comprises computing one or more of a sum-of-absolute-differences (SAD) value and a sum-of-squared-differences (SSD) value for the differences between the source samples of the block and the predicted samples.
4. The method of claim 2 , wherein decreasing the QP for the block so that it is encoded with higher quality comprises determining the decrease of the QP based on a linear model such that the decrease is larger for higher QPs and that there is no decrease of the QP below a specified value.
5. The method of claim 4 , wherein the decrease of the QP is determined by min (0,QPscale*QP+QPoffset), where QPscale is a first parameter and QPoffset is a second parameter.
6. The method of claim 4 , wherein the decrease of QP is limited by a limiting value.
7. The method of claim 4 , wherein the decrease of the QP is determined by max (QPlimit, min (0,QPscale*QP+QPoffset)), where QPscale is a first parameter, QPoffset is a second parameter, and QPlimit is a third parameter.
8. The method of claim 1 , further comprising determining that the image has a sequence number within a sequence of images that is a multiple of a value M, wherein
decreasing the quantized parameter (QP) for the block so that it is encoded with higher quality is performed as a result of determining that the image has a sequence number that is a multiple of M.
9. The method of claim 8 , wherein M is 2, 4, 8, 16, or 32.
10. A non-transitory computer readable storage medium storing a computer program comprising instructions which when executed by processing circuitry of a node, causes the node to perform the method of claim 1 .
11. An apparatus, the apparatus comprising:
processing circuitry; and
a memory, the memory containing instructions executable by the processing circuitry, wherein the apparatus is configured to perform a method for adjusting a quantization parameter (OP) for a block in an image, the method comprising:
determining that the block in the image is smooth, wherein determining that the block in the image is smooth is based on information at a sub-block level of granularity;
determining that the QP for the block would reduce the quality of the block after compression;
determining that the image is an intra-coded picture type; and
as a result of determining that: i) the block in the image is smooth, ii) the QP would reduce the quality of the block after compression, and iii) the image is an intra-coded picture type, decreasing the QP for the block so that the block is encoded with higher quality.