Transform-based image coding method and device
An image decoding method according to the present disclosure includes deriving transform coefficients through dequantization based on the quantized transform coefficients for the target block; deriving modified transform coefficients based on an inverse reduced secondary transform (RST) for the transform coefficients; deriving residual samples for the target block based on an inverse primary transform for the modified transform coefficients; and generating a reconstructed samples based on the residual samples, and prediction samples derived based on an intra prediction mode for the target block, wherein the inverse RST is performed based on a transform kernel matrix selected from a transform set including a plurality of transform kernel matrices, the transform set is determined based on a mapping relationship according to the intra prediction mode applied to the target block, and a plurality of intra prediction modes including the intra prediction mode of the target block are mapped to one transform set.
1. An image decoding method performed by a decoding apparatus, comprising:
deriving secondary transform coefficients for a target block from residual information;
deriving primary transform coefficients based on an inverse non-separable secondary transform of primary transform coefficients, wherein the inverse non-separable secondary transform derives the primary transform coefficients through a matrix operation of the secondary transform coefficients and a transform kernel matrix, a number of the primary transform coefficients is greater than a number of the secondary transform coefficients, the secondary transform coefficients are derived from the a top-left 4×4 area of the target block;
deriving residual samples for the target block based on an inverse primary transform for the primary transform coefficients; and
generating a reconstructed picture based on the residual samples for the target block and prediction samples derived based on an intra prediction mode for the target block,
wherein the inverse non-separable secondary transform is performed based on the transform kernel matrix selected from a transform set including a plurality of transform kernel matrices,
wherein the transform set is determined according to a mapping relationship based on the intra prediction mode applied to the target block,
wherein five or more intra prediction modes are mapped to one non-separable secondary transform set, and
wherein the five or more intra prediction modes are directional modes.
2. The image decoding method of claim 1 , wherein:
a first intra prediction mode for a first target block to which the inverse non-separable secondary transform is applied and a second intra prediction mode for a second target block to which the inverse non-separable secondary transform is applied are different from each other, and
a transform sets mapped to the first intra prediction mode and a transform set mapped to the second intra prediction mode are same.
3. The image decoding method of claim 1 , wherein the primary transform coefficients are mapped into the target block based on one of a diagonal scan order, a horizontal scan order, or a vertical scan order.
4. The image decoding method of claim 1 , further comprising:
obtaining information on whether the inverse non-separable secondary transform is applied,
wherein the information is included in a sequence parameter set (SPS) in the bitstream.
5. An image encoding method performed by an image encoding apparatus, comprising:
deriving residual samples for a target block;
deriving primary transform coefficients for the target block based on a primary transform for the residual samples;
deriving secondary transform coefficients based on a non-separable secondary transform for the primary transform coefficients; and
generating residual information based on the secondary transform coefficients,
wherein the non-separable secondary transform derives the secondary transform coefficients through a matrix operation of the primary transform coefficients and a transform kernel matrix,
a number of the secondary transform coefficients is less than a number of the transform coefficients, and
the secondary transform coefficients are present in a top-left 4×4 area of the target block,
wherein the non-separable secondary transform is performed based on the transform kernel matrix selected from a transform set including a plurality of transform kernel matrices,
wherein the transform set is determined according to a mapping relationship based on the intra prediction mode applied to the target block,
wherein five or more intra prediction modes are mapped to one non-separable secondary transform set, and
wherein the five or more intra prediction modes are directional modes.
6. The image encoding method of claim 5 , wherein:
a first intra prediction mode for a first target block to which the non-separable secondary transform is applied and a second intra prediction mode for a second target block to which the non-separable secondary transform is applied are different from each other, and
a transform sets mapped to the first intra prediction mode and a transform set mapped to the second intra prediction mode are same.
7. The image encoding method of claim 5 , further comprising:
encoding information on whether the non-separable secondary transform is applied,
wherein the information is included in a sequence parameter set (SPS) in a bitstream.
8. A transmitting method of data for an image, comprising:
obtaining a bitstream for the image, wherein the bitstream is generated based on deriving residual samples for a target block, deriving primary transform coefficients for the target block based on a primary transform for the residual samples, deriving secondary transform coefficients based on a non-separable secondary transform for the primary transform coefficients, and generating residual information based on the secondary transform coefficients; and
transmitting the data comprising the bitstream,
wherein the non-separable secondary transform derives the secondary transform coefficients through a matrix operation of the primary transform coefficients and a transform kernel matrix,
a number of the secondary transform coefficients is less than a number of the transform coefficients, and
the secondary transform coefficients are present in a top-left 4×4 area of the target block,
wherein the non-separable secondary transform is performed based on the transform kernel matrix selected from a transform set including a plurality of transform kernel matrices,
wherein the transform set is determined according to a mapping relationship based on the intra prediction mode applied to the target block,
wherein five or more intra prediction modes are mapped to one transform set, and
wherein the five or more intra prediction modes are directional modes.