Matrix-based intra prediction device and method
An image decoding method according to the present document can comprise the steps of: on the basis of first flag information indicating whether or not matrix-based intra prediction (MIP) can be applied to a current block, receiving second flag information indicating whether or not the MIP is used for the current block; receiving matrix-based intra prediction (MIP) mode information on the basis of the second flag information; generating intra prediction samples for the current block on the basis of the MIP mode information; and generating reconstructed samples for the current block on the basis of the intra prediction samples.
1. An image decoding method performed by a decoding apparatus, the method comprising:
receiving a bitstream;
receiving residual information, from the bitstream;
receiving second flag information related to whether an intra prediction type for a current block is matrix-based intra prediction (MIP) based on first flag information related to whether the MIP is enabled, wherein the first flag information is equal to 1 indicating that the MIP is enabled;
receiving MIP mode information based on the second flag information, wherein the second flag information is equal to 1 indicating that the intra prediction type for the current block is the MIP;
generating intra prediction samples for the current block based on the MIP mode information;
deriving transform coefficients based on the residual information;
generating residual samples based on the transform coefficients; and
generating reconstructed samples for the current block based on the intra prediction samples and the residual samples,
wherein the MIP mode information is MIP mode index information indicating an MIP mode applied to the current block, wherein the MIP mode index information is used to derive an MIP matrix for the current block,
wherein the intra prediction samples are generated using the MIP matrix derived from the MIP mode index information,
wherein a syntax element bin string for the MIP mode information is binarized by a TB (truncated binarization) method, and
wherein a maximum length of the syntax element bin string is determined by a size of the current block.
2. An image encoding method performed by an encoding apparatus, the method comprising:
deriving whether matrix-based intra prediction (MIP) is applied to a current block;
deriving intra prediction samples for the current block based on that the MIP is applied to the current block;
deriving residual samples for the current block based on the intra prediction samples;
deriving transform coefficients based on a transform process for the residual samples;
generating residual information based on the transform coefficients;
encoding image information including the residual information and information on the MIP; and
generating a bitstream including the encoded image information,
wherein the information on the MIP includes first flag information related to whether the MIP is enabled, second flag information related to whether an intra prediction type for the current block is the MIP, and MIP mode information,
wherein the second flag information is signaled based on the first flag information, and wherein the first flag information is equal to 1 indicating that the MIP is enabled,
wherein the MIP mode information is signaled based on the second flag information, and wherein the second flag information is equal to 1 indicating that the intra prediction type for the current block is the MIP,
wherein the MIP mode information is MIP mode index information indicating an MIP mode applied to the current block, wherein the MIP mode index information is used to derive an MIP matrix for the current block,
wherein the intra prediction samples are derived using the MIP matrix indicated by the MIP mode index information,
wherein a syntax element bin string for the MIP mode information is binarized by a TB (truncated binarization) method, and
wherein a maximum length of the syntax element bin string is determined by a size of the current block.
3. A transmitting method of data for an image, the method comprising:
obtaining a bitstream for the image, wherein the bitstream is generated based on deriving whether matrix-based intra prediction (MIP) is applied to a current block, deriving intra prediction samples for the current block based on that the MIP is applied to the current block, deriving residual samples for the current block based on the intra prediction samples, deriving transform coefficients based on a transform process for the residual samples, generating residual information based on the transform coefficients, encoding image information including the residual information and information on the MIP, and generating a bitstream including the encoded image information; and
transmitting the data comprising the bitstream,
wherein the information on the MIP includes first flag information related to whether the MIP is enabled, second flag information related to whether an intra prediction type for the current block is the MIP, and MIP mode information,
wherein the second flag information is signaled based on the first flag information, and wherein the first flag information is equal to 1 indicating that the MIP is enabled,
wherein the MIP mode information is signaled based on the second flag information, and wherein the second flag information is equal to 1 indicating that the intra prediction type for the current block is the MIP,
wherein the MIP mode information is MIP mode index information indicating an MIP mode applied to the current block, wherein the MIP mode index information is used to derive an MIP matrix for the current block,
wherein the intra prediction samples are derived using the MIP matrix indicated by the MIP mode index information,
wherein a syntax element bin string for the MIP mode information is binarized by a TB (truncated binarization) method, and
wherein a maximum length of the syntax element bin string is determined by a size of the current block.