Motion-compensation prediction based on bi-directional optical flow
A device may determine whether to enable or disable bi-directional optical flow (BIO) for a current coding unit (CU) (e.g., block and/or sub-block). Prediction information for the CU may be identified and may include prediction signals associated with a first reference block and a second reference block (e.g., or a first reference sub-block and a second reference sub-block). A prediction difference may be calculated and may be used to determine the similarity between the two prediction signals. The CU may be reconstructed based on the similarity. For example, whether to reconstruct the CU with BIO enabled or BIO disabled may be based on whether the two prediction signals are similar. It may be determined to enable BIO for the CU when the two prediction signals are determined to be dissimilar. For example, the CU may be reconstructed with BIO disabled when the two prediction signals are determined to be similar.
1 . A device for video decoding, comprising:
a processor, the processor configured to:
obtain a first plurality of sample values in a first reference prediction block of a current subblock and a second plurality of sample values in a second reference prediction block of the current subblock, wherein the first reference prediction block is associated with a first reference picture list of the current subblock, and the second reference prediction block is associated with a second reference picture list of the current subblock;
derive a variable sum of absolute differences (SAD) based on between the first plurality of sample values of the first reference prediction block and the second plurality of sample values of the second reference prediction block;
determine to disable bi-directional optical flow (BIO) for the current subblock based on the variable SAD being less than a value; and
decode the current subblock based on the determination to disable BIO for the current subblock.
2 . The device of claim 1 , wherein the first reference picture is associated with a first reference picture list, and the second reference picture is associated with a second reference picture list, and wherein the first reference picture list and the second reference picture list are different.
3 . The device of claim 1 , wherein the processor is configured to: obtain a first interpolated sample value based on at least one of the first plurality of sample values; and obtain a second interpolated sample value based on at least one of the second plurality of sample values, wherein the variable is derived further deriving the SAD between the first plurality of sample values of the first prediction block and the second plurality of sample values of the second prediction block comprises deriving the SAD based on the first interpolated sample value and the second interpolated sample value.
4 . The device of claim 1 , wherein the device further comprises a memory.
5 . A method for video decoding, comprising:
obtaining a first plurality of sample values in a first reference prediction block of a current subblock and a second plurality of sample values in a second reference prediction block of the current subblock, wherein the first reference prediction block is associated with a first reference picture list of the current subblock, and the second reference prediction block is associated with a second reference picture list of the current subblock; deriving a variable sum of absolute differences (SAD) based on between the first plurality of sample values of the first reference prediction block and the second plurality of sample values of the second reference prediction block;
determining to disable bi-directional optical flow (BIO) for the current subblock based on the variable SAD being less than a value; and decoding the current subblock based on the determination to disable BIO for the current subblock.
6 . The method of claim 5 , further comprising determining a prediction sample value difference based on the first plurality of sample values and the second plurality of sample values, wherein the first reference block is associated with a first reference picture list, and the second reference block is associated with a second reference picture list, wherein the first reference picture list and the second reference picture list are different, and wherein the variable is derived based on the prediction sample value difference.
7 . A non-transitory computer-readable medium including instructions, which, when executed by one or more processors, cause the one or more processors to perform the method of claim 5 .
8 . The method of claim 5 , comprising:
obtaining a first interpolated sample value based on at least one of the first plurality of sample values; and obtaining a second interpolated sample value based on at least one of the second plurality of sample values, wherein deriving the SAD between the first plurality of sample values of the first prediction block and the second plurality of sample values of the second prediction block comprises deriving the SAD based on the first interpolated sample value and the second interpolated sample value.
9 . A device for video encoding, comprising:
a processor, the processor configured to:
obtain a first plurality of sample values in a first reference prediction block of a current subblock and a second plurality of sample values in a second reference prediction block of the current subblock, wherein the first reference prediction block is associated with a first reference picture list of the current subblock, and the second reference prediction block is associated with a second reference picture list of the current subblock; obtain a variable sum of absolute differences (SAD) based on between the first plurality of sample values of the first reference prediction block and the second plurality of sample values of the second reference prediction block;
determine to disable bi-directional optical flow (BIO) for the current subblock based on the variable SAD being less than a value; and
encode the current subblock based on the determination to disable BIO for the current subblock.
10 . The device of claim 9 , wherein the processor is configured to determine a prediction sample value difference based on the first plurality of sample values and the second plurality of sample values, wherein the first reference picture is associated with a first reference picture list, and the second reference picture is associated with a second reference picture list, wherein the first reference picture list and the second reference picture list are different, and wherein the variable is obtained based on the prediction sample value difference.
11 . The device of claim 9 , wherein the device further comprises a memory.
12 . The device of claim 9 , wherein the processor is configured to:
obtain a first interpolated sample value based on at least one of the first plurality of sample values; and obtain a second interpolated sample value based on at least one of the second plurality of sample values, wherein obtaining the SAD between the first plurality of sample values of the first prediction block and the second plurality of sample values of the second prediction block comprises obtaining the SAD based on the first interpolated sample value and the second interpolated sample value.
13 . A method for video encoding, comprising:
obtaining a first plurality of sample values in a first reference prediction block of a current subblock and a second plurality of sample values in a second reference prediction block of the current subblock, wherein the first reference prediction block is associated with a first reference picture list of the current subblock, and the second reference prediction block is associated with a second reference picture list of the current subblock; obtaining a variable sum of absolute differences (SAD) based on between the first plurality of sample values of the first reference prediction block and the second plurality of sample values of the second reference prediction block;
determining to disable bi-directional optical flow (BIO) for the current subblock based on the variable SAD being less than a value; and encoding the current subblock based on the determination to disable BIO for the current subblock.
14 . The method of claim 13 , further comprising determining a prediction sample value difference based on the first plurality of sample values and the second plurality of sample values, wherein the first reference picture is associated with a first reference picture list, and the second reference picture is associated with a second reference picture list, wherein the first reference picture list and the second reference picture list are different, and wherein the variable is obtained based on the prediction sample value difference.
15 . A non-transitory computer-readable medium including instructions, which, when executed by one or more processors, cause the one or more processors to perform the method of claim 13 .
16 . The method of claim 13 , comprising:
obtaining a first interpolated sample value based on at least one of the first plurality of sample values; and obtaining a second interpolated sample value based on at least one of the second plurality of sample values, wherein obtaining the SAD between the first plurality of sample values of the first prediction block and the second plurality of sample values of the second prediction block comprises obtaining the SAD based on the first interpolated sample value and the second interpolated sample value.