METHOD FOR CHROMA SUBSAMPLED FORMATS HANDLING IN MACHINE-LEARNING-BASED PICTURE CODING

    公开(公告)号:US20230336776A1

    公开(公告)日:2023-10-19

    申请号:US18320222

    申请日:2023-05-19

    CPC classification number: H04N19/59

    Abstract: The present disclosure relates to video encoding and decoding, and in particular to handling of chroma subsampled formats in machine-learning-based video coding. Corresponding apparatuses and methods enable the processing for encoding and decoding of a respective picture portion that includes a luma component and a chroma component with a resolution lower than the luma component. In order to handle such different sized luma-chroma channels, the chroma component is up-sampled such that the obtained up-sampled chroma component has a resolution matching the one of the luma component. The luma and the up-sampled chroma component are then encoded into a bitstream. To reconstruct the picture portion, the luma component and an intermediate chroma component matching the resolution of the luma component are decoded from the bitstream, followed by down-sampling the intermediate chroma component. Thus, sub-sampled chroma formats may be handled by an autoencoder/autodecoder framework, while preserving the luma channel.

Patent Agency Ranking