WO2020185004A1 - 예측 유닛을 서브 유닛들로 분할하여 예측하는 인트라 예측 방법 및 장치 - Google Patents
예측 유닛을 서브 유닛들로 분할하여 예측하는 인트라 예측 방법 및 장치 Download PDFInfo
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- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
- H04N19/119—Adaptive subdivision aspects, e.g. subdivision of a picture into rectangular or non-rectangular coding blocks
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- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
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- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
- H04N19/132—Sampling, masking or truncation of coding units, e.g. adaptive resampling, frame skipping, frame interpolation or high-frequency transform coefficient masking
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- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
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- H04N19/134—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
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- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/134—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
- H04N19/157—Assigned coding mode, i.e. the coding mode being predefined or preselected to be further used for selection of another element or parameter
- H04N19/159—Prediction type, e.g. intra-frame, inter-frame or bidirectional frame prediction
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- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/169—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding
- H04N19/17—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being an image region, e.g. an object
- H04N19/176—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being an image region, e.g. an object the region being a block, e.g. a macroblock
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Definitions
- the present invention relates to encoding and decoding of an image, and more particularly, to an intra prediction method and apparatus for predicting by dividing a prediction unit into subunits.
- moving picture data Since moving picture data has a large amount of data compared to audio data or still image data, it requires a lot of hardware resources including memory in order to store or transmit itself without processing for compression.
- the moving picture data is compressed and stored or transmitted using an encoder, and the decoder receives the compressed moving picture data, decompresses and reproduces the compressed moving picture data.
- video compression technologies there are H.264/AVC and HEVC (High Efficiency Video Coding), which improves coding efficiency by about 40% compared to H.264/AVC.
- intra prediction prediction is performed using samples that have already been reconstructed around a current block, and a surrounding sample used for intra prediction is called a reference sample.
- intra prediction predicts all samples in the current block as a whole using reference samples. For example, for a 16 ⁇ 16 block, 256 sample values belonging to a 16 ⁇ 16 block are predicted using neighboring samples. Since there is a spatial correlation in the image, in general, the closer to the reference sample, the better the prediction result is provided. Accordingly, samples adjacent to the reference sample may have accurate prediction values, but samples far from the reference sample may have incorrect prediction values.
- the present disclosure divides the prediction unit into sub-units so that reconstructed neighboring samples from which the current sample is predicted can be located closer to the current sample, and predicts blocks of sub-units using the same intra prediction mode.
- a video decoding method for reconstructing a current block using intra prediction includes the steps of determining whether to divide the current block into a plurality of subblocks; when the current block is divided into the plurality of subblocks, partition information decoded from a bitstream, and a width of the current block Determining a division direction and number of subblocks in which the current block is divided among horizontal division and vertical division based on (width) and height, and according to the division direction and the number of subblocks using intra prediction. Restoring the current block by sequentially restoring the divided sub-blocks, setting a grid at N sample intervals in horizontal and vertical directions, and boundary between the plurality of sub-blocks in the current block And deblocking and filtering boundaries that match the boundaries of the grid.
- a video decoding apparatus for reconstructing a current block using intra prediction.
- the apparatus includes means for determining whether to divide the current block into a plurality of subblocks, partition information decoded from a bitstream when the current block is divided into the plurality of subblocks, and a width of the current block
- FIG. 1 is an exemplary block diagram of an image encoding apparatus capable of implementing the techniques of the present disclosure.
- FIG. 2 is a diagram for explaining a method of dividing a block using a QTBTTT structure.
- 3A is a diagram illustrating a plurality of intra prediction modes.
- 3B is a diagram illustrating a plurality of intra prediction modes including wide-angle intra prediction modes.
- FIG. 4 is an exemplary block diagram of an image decoding apparatus capable of implementing the techniques of the present disclosure.
- 5A to 5C are diagrams illustrating types in which a current block subjected to intra prediction coding can be divided into a plurality of subblocks according to an embodiment of the present invention.
- FIG. 6 is a functional block diagram showing an exemplary configuration of an intra prediction unit in an image encoding apparatus according to an embodiment of the present invention.
- FIG. 7 is a flowchart illustrating a method of intra prediction encoding a current block of an image by an image encoding apparatus according to an embodiment of the present invention.
- FIG. 8 is a functional block diagram illustrating an exemplary configuration of an intra prediction unit in an image decoding apparatus according to an embodiment of the present invention.
- FIG. 9 is a flowchart illustrating a method of decoding an intra prediction-coded current block from a bitstream of an encoded image in an image decoding apparatus according to an embodiment of the present invention.
- FIGS. 10A and 10B are diagrams illustrating a process of generating a prediction subblock of a subblock with respect to a coding block sequentially reconstructed on a subblock basis.
- FIG. 1 is an exemplary block diagram of an image encoding apparatus capable of implementing the techniques of the present disclosure.
- an image encoding apparatus and sub-elements of the apparatus will be described with reference to FIG. 1.
- the image encoding apparatus includes a picture segmentation unit 110, a prediction unit 120, a subtractor 130, a transform unit 140, a quantization unit 145, a rearrangement unit 150, an entropy encoding unit 155, an inverse quantization unit. (160), an inverse transform unit 165, an adder 170, a filter unit 180, and a memory 190 may be included.
- Each component of the image encoding apparatus may be implemented by hardware or software, or by a combination of hardware and software.
- functions of each component may be implemented as software, and a microprocessor may be implemented to execute a function of software corresponding to each component.
- One image is composed of a plurality of pictures. Each picture is divided into a plurality of regions, and encoding is performed for each region. For example, one picture is divided into one or more tiles or/and slices. Here, one or more tiles may be defined as a tile group. Each tile or/slice is divided into one or more Coding Tree Units (CTUs). And each CTU is divided into one or more CUs (Coding Units) by a tree structure. Information applied to each CU is encoded as the syntax of the CU, and information commonly applied to CUs included in one CTU is encoded as the syntax of the CTU.
- CTUs Coding Tree Units
- information commonly applied to all blocks in one slice is encoded as the syntax of the slice header, and information applied to all blocks constituting one picture is a picture parameter set (PPS) or picture. It is coded in the header. Further, information commonly referred to by a plurality of pictures is encoded in a sequence parameter set (SPS). In addition, information commonly referred to by one or more SPSs is encoded in a video parameter set (VPS). Also, information commonly applied to one tile or tile group may be encoded as syntax of a tile or tile group header.
- PPS picture parameter set
- SPS sequence parameter set
- VPS video parameter set
- information commonly applied to one tile or tile group may be encoded as syntax of a tile or tile group header.
- the picture division unit 110 determines the size of a coding tree unit (CTU).
- CTU size Information on the size of the CTU (CTU size) is encoded as the syntax of the SPS or PPS and transmitted to the video decoding apparatus.
- the picture dividing unit 110 After dividing each picture constituting an image into a plurality of coding tree units (CTUs) having a predetermined size, the picture dividing unit 110 repetitively divides the CTU by using a tree structure. (recursively) split. A leaf node in the tree structure becomes a coding unit (CU), which is a basic unit of coding.
- CU coding unit
- a quad tree (QuadTree, QT) in which an upper node (or parent node) is divided into four lower nodes (or child nodes) of the same size, or a binary tree (BinaryTree) in which an upper node is divided into two lower nodes. , BT), or a ternary tree (TT) in which an upper node is divided into three lower nodes in a 1:2:1 ratio, or a structure in which two or more of these QT structures, BT structures, and TT structures are mixed.
- QT quad tree
- BT binary tree
- TT ternary tree
- a QTBT QuadTree plus BinaryTree
- a QTBTTT QuadTree plus BinaryTree TernaryTree
- MTT Multiple-Type Tree
- the CTU may be first divided into a QT structure.
- the quadtree division may be repeated until the size of a splitting block reaches the minimum block size (MinQTSize) of a leaf node allowed in QT.
- a first flag (QT_split_flag) indicating whether each node of the QT structure is divided into four nodes of a lower layer is encoded by the entropy encoder 155 and signaled to the image decoding apparatus. If the leaf node of the QT is not larger than the maximum block size (MaxBTSize) of the root node allowed in BT, it may be further divided into one or more of a BT structure or a TT structure.
- MaxBTSize maximum block size
- a plurality of division directions may exist. For example, there may be two directions in which a block of a corresponding node is divided horizontally and a direction vertically divided.
- a second flag indicating whether nodes are split, and if split, a flag indicating a split direction (vertical or horizontal) and/or a split type (Binary or Ternary).
- a flag indicating) is encoded by the entropy encoder 155 and signaled to the image decoding apparatus.
- a CU split flag (split_cu_flag) indicating whether the node is divided is encoded. It could be.
- the block of the corresponding node becomes a leaf node in the split tree structure and becomes a coding unit (CU), which is a basic unit of encoding.
- CU coding unit
- a split flag indicating whether each node of the BT structure is divided into blocks of a lower layer and split type information indicating a type to be divided are encoded by the entropy encoder 155 and transmitted to the image decoding apparatus.
- a type of dividing the block of the corresponding node into two blocks having an asymmetric shape may further exist.
- the asymmetric form may include a form of dividing a block of a corresponding node into two rectangular blocks having a size ratio of 1:3, or a form of dividing a block of a corresponding node in a diagonal direction.
- the CU can have various sizes according to the QTBT or QTBTTT split from the CTU.
- a block corresponding to a CU to be encoded or decoded ie, a leaf node of QTBTTT
- a'current block' a block corresponding to a CU to be encoded or decoded
- the shape of the current block may be not only square but also rectangular.
- the prediction unit 120 predicts the current block and generates a prediction block.
- the prediction unit 120 includes an intra prediction unit 122 and an inter prediction unit 124.
- each of the current blocks in a picture can be predictively coded.
- prediction of the current block is performed using an intra prediction technique (using data from a picture containing the current block) or an inter prediction technique (using data from a picture coded before a picture containing the current block). Can be done.
- Inter prediction includes both one-way prediction and two-way prediction.
- the intra prediction unit 122 predicts pixels in the current block by using pixels (reference pixels) located around the current block in the current picture including the current block.
- the plurality of intra prediction modes may include two non-directional modes including a planar mode and a DC mode, and 65 directional modes.
- the surrounding pixels to be used and the calculation expression are defined differently.
- directional modes (67 to 80, intra prediction modes -1 to -14) shown by dotted arrows in FIG. 3B may be additionally used. These may be referred to as "wide angle intra-prediction modes". Arrows in FIG. 3B indicate corresponding reference samples used for prediction, and do not indicate a prediction direction. The prediction direction is opposite to the direction indicated by the arrow.
- the wide-angle intra prediction modes when the current block is a rectangular shape, a specific directional mode is predicted in the opposite direction without additional bit transmission. In this case, among the wide-angle intra prediction modes, some wide-angle intra prediction modes available for the current block may be determined based on a ratio of the width and height of the rectangular current block.
- intra prediction modes 67 to 80 can be used when the current block has a rectangular shape with a height smaller than the width, and wide-angle with an angle greater than -135 degrees.
- the intra prediction modes can be used when the current block has a rectangular shape whose height is greater than the width.
- the intra prediction unit 122 may determine an intra prediction mode to be used to encode the current block.
- the intra prediction unit 122 may encode the current block using several intra prediction modes and select an appropriate intra prediction mode to use from the tested modes. For example, the intra prediction unit 122 calculates rate distortion values using rate-distortion analysis for several tested intra prediction modes, and has the best rate distortion characteristics among the tested modes. It is also possible to select an intra prediction mode.
- the intra prediction unit 122 selects one intra prediction mode from among a plurality of intra prediction modes, and predicts the current block using a neighboring pixel (reference pixel) determined according to the selected intra prediction mode and an equation.
- Information on the selected intra prediction mode is encoded by the entropy encoder 155 and transmitted to the image decoding apparatus.
- the inter prediction unit 124 generates a prediction block for the current block through a motion compensation process.
- the inter prediction unit 124 searches for a block most similar to the current block in the coded and decoded reference picture prior to the current picture, and generates a prediction block for the current block using the searched block. Then, a motion vector corresponding to a displacement between the current block in the current picture and the prediction block in the reference picture is generated.
- motion estimation is performed on a luma component, and a motion vector calculated based on the luma component is used for both the luma component and the chroma component.
- Motion information including information on a reference picture used to predict the current block and information on a motion vector is encoded by the entropy encoder 155 and transmitted to an image decoding apparatus.
- the subtractor 130 generates a residual block by subtracting the prediction block generated by the intra prediction unit 122 or the inter prediction unit 124 from the current block.
- the transform unit 140 converts the residual signal in the residual block having pixel values in the spatial domain into transform coefficients in the frequency domain.
- the transform unit 140 may transform residual signals in the residual block by using the total size of the residual block as a transform unit, or divide the residual block into two sub-blocks, which are transform regions and non-transform regions, Residual signals can be converted using only a block as a conversion unit.
- the transform region subblock may be one of two rectangular blocks having a size ratio of 1:1 based on the horizontal axis (or vertical axis).
- a flag indicating that only the subblock has been transformed (cu_sbt_flag), directional (vertical/horizontal) information (cu_sbt_horizontal_flag), and/or location information (cu_sbt_pos_flag) are encoded by the entropy encoder 155 and signaled to the image decoding apparatus.
- the size of the transform region subblock may have a size ratio of 1:3 based on the horizontal axis (or vertical axis). Signaled to the decoding device.
- a maximum and/or minimum conversion size for conversion may be defined. Conversion using conversion units smaller than the minimum conversion size is not allowed.
- the transform unit 140 divides the residual block into subblocks having a size less than the maximum transform size, and uses the subblocks as a transform unit. Perform the transformation.
- the maximum and/or minimum transform size may be defined as a fixed size promised to each other between the image encoding apparatus and the image decoding apparatus.
- information on the maximum and/or minimum transform size may be included in the SPS or PPS and signaled from the video encoding apparatus to the video decoding apparatus.
- the quantization unit 145 quantizes the transform coefficients output from the transform unit 140 and outputs the quantized transform coefficients to the entropy encoding unit 155.
- the rearrangement unit 150 may rearrange coefficient values on the quantized residual values.
- the rearrangement unit 150 may change a two-dimensional coefficient array into a one-dimensional coefficient sequence through coefficient scanning. For example, the rearrangement unit 150 may scan from a DC coefficient to a coefficient in a high frequency region using a zig-zag scan or a diagonal scan to output a one-dimensional coefficient sequence. .
- zig-zag scan instead of zig-zag scan, a vertical scan that scans a two-dimensional coefficient array in a column direction or a horizontal scan that scans a two-dimensional block shape coefficient in a row direction may be used. That is, a scan method to be used may be determined from among zig-zag scan, diagonal scan, vertical scan, and horizontal scan according to the size of the transform unit and the intra prediction mode.
- the entropy encoding unit 155 uses various encoding methods such as Context-based Adaptive Binary Arithmetic Code (CABAC), Exponential Golomb, and the like, and the quantized transform coefficients of 1D output from the reordering unit 150 are A bitstream is generated by encoding the sequence.
- CABAC Context-based Adaptive Binary Arithmetic Code
- Exponential Golomb Exponential Golomb
- the entropy encoder 155 encodes information such as a CTU size related to block division, a CU division flag, a QT division flag, an MTT division type, and an MTT division direction, so that the video decoding apparatus performs the same block as the video encoding apparatus. Make it possible to divide.
- the entropy encoder 155 encodes information on a prediction type indicating whether the current block is encoded by intra prediction or inter prediction, and intra prediction information (ie, intra prediction) according to the prediction type. Mode information) or inter prediction information (reference picture and motion vector information) is encoded.
- the inverse quantization unit 160 inverse quantizes the quantized transform coefficients output from the quantization unit 145 to generate transform coefficients.
- the inverse transform unit 165 converts transform coefficients output from the inverse quantization unit 160 from the frequency domain to the spatial domain to restore the residual block.
- the addition unit 170 restores the current block by adding the restored residual block and the prediction block generated by the prediction unit 120.
- the pixels in the reconstructed current block are used as reference pixels when intra-predicting the next block.
- the filter unit 180 filters reconstructed pixels to reduce blocking artifacts, ringing artifacts, blurring artifacts, etc. that occur due to block-based prediction and transformation/quantization. Perform.
- the filter unit 180 may include a deblocking filter 182 and a sample adaptive offset (SAO) filter 184.
- the deblocking filter 180 filters the boundary between reconstructed blocks to remove blocking artifacts caused by block-based encoding/decoding, and the SAO filter 184 adds additional information to the deblocking-filtered image. Filtering is performed.
- the SAO filter 184 is a filter used to compensate for a difference between a reconstructed pixel and an original pixel caused by lossy coding.
- the reconstructed block filtered through the deblocking filter 182 and the SAO filter 184 is stored in the memory 190.
- the reconstructed picture may be used as a reference picture for inter prediction of a block in a picture to be encoded later.
- FIG. 4 is an exemplary functional block diagram of an image decoding apparatus capable of implementing the techniques of the present disclosure.
- an image decoding apparatus and sub-components of the apparatus will be described with reference to FIG. 4.
- the image decoding apparatus includes an entropy decoding unit 410, a rearrangement unit 415, an inverse quantization unit 420, an inverse transform unit 430, a prediction unit 440, an adder 450, a filter unit 460, and a memory 470. ) Can be included.
- each component of the image decoding apparatus may be implemented as hardware or software, or may be implemented as a combination of hardware and software.
- functions of each component may be implemented as software, and a microprocessor may be implemented to execute a function of software corresponding to each component.
- the entropy decoding unit 410 determines the current block to be decoded by decoding the bitstream generated by the image encoding apparatus and extracting information related to block division, and predicting information and residual signals necessary to restore the current block. Extract information, etc.
- the entropy decoding unit 410 determines the size of the CTU by extracting information on the CTU size from a sequence parameter set (SPS) or a picture parameter set (PPS), and divides the picture into CTUs of the determined size. Then, the CTU is determined as the uppermost layer of the tree structure, that is, the root node, and the CTU is divided using the tree structure by extracting partition information for the CTU.
- SPS sequence parameter set
- PPS picture parameter set
- a first flag (QT_split_flag) related to the splitting of the QT is extracted and each node is split into four nodes of a lower layer.
- the second flag (MTT_split_flag) related to the splitting of the MTT and the splitting direction (vertical / horizontal) and/or split type (binary / ternary) information are extracted and the corresponding leaf node is MTT.
- MTT_split_flag related to the splitting of the MTT and the splitting direction (vertical / horizontal) and/or split type (binary / ternary) information
- each node may have 0 or more repetitive MTT segmentation after 0 or more repetitive QT segmentation.
- MTT division may occur immediately, or, conversely, only multiple QT divisions may occur.
- each node is divided into four nodes of a lower layer by extracting the first flag (QT_split_flag) related to the division of the QT.
- QT_split_flag the first flag related to the division of the QT.
- a split flag indicating whether or not the node corresponding to the leaf node of the QT is further split into BT and split direction information are extracted.
- the entropy decoder 410 extracts information on a prediction type indicating whether the current block is intra prediction or inter prediction.
- the prediction type information indicates intra prediction
- the entropy decoder 410 extracts a syntax element for intra prediction information (intra prediction mode) of the current block.
- the prediction type information indicates inter prediction
- the entropy decoder 410 extracts a syntax element for the inter prediction information, that is, information indicating a motion vector and a reference picture referenced by the motion vector.
- the entropy decoding unit 410 extracts information on quantized transform coefficients of the current block as information on the residual signal.
- the rearrangement unit 415 in the reverse order of the coefficient scanning order performed by the image encoding apparatus, reconverts the sequence of one-dimensional quantized transform coefficients entropy-decoded by the entropy decoder 410 into a two-dimensional coefficient array (i.e., Block).
- the inverse quantization unit 420 inverse quantizes the quantized transform coefficients, and the inverse transform unit 430 inversely transforms the inverse quantized transform coefficients from the frequency domain to the spatial domain to restore residual signals to generate a residual block for the current block. .
- the inverse transform unit 430 inverse transforms only a partial region (subblock) of the transform block, a flag indicating that only the subblock of the transform block has been transformed (cu_sbt_flag), and the direction (vertical/horizontal) information of the subblock (cu_sbt_horizontal_flag) ) And/or subblock location information (cu_sbt_pos_flag), and inversely transforming the subblock's transform coefficients from the frequency domain to the spatial domain to restore residual signals. Fill in to create the final residual block for the current block.
- an inverse transform using a transform unit smaller than the minimum transform size is not allowed.
- the inverse transform unit 430 divides the residual block into subblocks having a size less than the maximum transform size, and uses the subblocks as a transform unit. To perform the inverse transformation.
- the prediction unit 440 may include an intra prediction unit 442 and an inter prediction unit 444.
- the intra prediction unit 442 is activated when the prediction type of the current block is intra prediction
- the inter prediction unit 444 is activated when the prediction type of the current block is inter prediction.
- the intra prediction unit 442 determines an intra prediction mode of the current block among a plurality of intra prediction modes from the syntax element for the intra prediction mode extracted from the entropy decoding unit 410, and references around the current block according to the intra prediction mode. Predict the current block using pixels.
- the intra prediction mode determined by the syntax element for the intra prediction mode may be a value indicating one of all intra prediction modes (eg, a total of 67 modes) as described above. If the current block is a rectangular block, some of the directional modes among the total 67 modes may be replaced by one of the wide-angle intra prediction modes based on a ratio of the width and height of the current block.
- the inter prediction unit 444 determines a motion vector of the current block and a reference picture referenced by the motion vector using the syntax element for the intra prediction mode extracted from the entropy decoding unit 410, and determines the motion vector and the reference picture. Is used to predict the current block.
- the adder 450 restores the current block by adding the residual block output from the inverse transform unit and the prediction block output from the inter prediction unit or the intra prediction unit.
- the pixels in the reconstructed current block are used as reference pixels for intra prediction of a block to be decoded later.
- the filter unit 460 may include a deblocking filter 462 and an SAO filter 464.
- the deblocking filter 462 performs deblocking filtering on the boundary between reconstructed blocks in order to remove blocking artifacts caused by decoding in units of blocks.
- the SAO filter 464 performs additional filtering on the reconstructed block after deblocking filtering in order to compensate for the difference between the reconstructed pixel and the original pixel caused by lossy coding.
- the reconstructed block filtered through the deblocking filter 462 and the SAO filter 464 is stored in the memory 470. When all blocks in one picture are reconstructed, the reconstructed picture is used as a reference picture for inter prediction of a block in a picture to be encoded later.
- the techniques of this disclosure generally relate to intra predictive coding (ie, coding and decoding) a current block. Accordingly, certain techniques of this disclosure may be performed by the intra prediction unit 122 or the intra prediction unit 442. That is, for example, the intra prediction unit 122 or the intra prediction unit 442 may perform the techniques of the present disclosure described with reference to FIGS. 5 to 9 below. In other examples, one or more other units of the image encoding apparatus or the image decoding apparatus may additionally be involved in performing the techniques of this disclosure.
- the following description mainly focuses on a decoding technique, that is, an operation of an image decoding apparatus, and descriptions of encoding techniques are simplified because they are opposite to the comprehensively described decoding technique.
- intra prediction prediction is performed using samples that have already been reconstructed around a current block, and a surrounding sample used for intra prediction is called a reference sample.
- intra prediction predicts all samples in the current block as a whole using reference samples. For example, for a 16 ⁇ 16 block, 256 sample values belonging to a 16 ⁇ 16 block are predicted using neighboring samples. Since there is a spatial correlation in the image, in general, the closer to the reference sample, the better the prediction result is provided. Therefore, for example, in the vertical prediction mode (mode 50 of FIG. 3B) or the horizontal prediction mode (mode 18 of FIG. 3B), samples adjacent to the reference sample have accurate prediction values, but samples far from the reference sample may have incorrect prediction values. I can.
- the intra coding tool described below is related to dividing a CU into a plurality of subblocks of the same size in the vertical or horizontal direction according to the size and performing prediction on each subblock in the same intra prediction mode.
- the reconstructed sample values (predicted sample value or reconstructed sample value) of each subblock are available for prediction of the next subblock, which is processed iteratively for each subblock. For example, when the current block CU is divided into four parallel subblocks, the first subblock can be predicted from adjacent samples of the current block CU, and the second subblock is the first subblock.
- the third subblock may be predicted from adjacent samples including the samples of the second subblock
- the fourth subblock may be predicted from the samples of the third subblock. It can be predicted from containing adjacent samples. In this way, not all pixels of the current block CU are predicted from samples of previously encoded or decoded blocks adjacent to the current block CU, but the samples in the current block CU are the same current block ( CU) can be used to predict other samples.
- One advantage of the intra coding tool provided by this disclosure is that the reconstructed neighboring samples tend to be much closer to the predicted sample than in the scenario of general intra prediction. Since reconstructed neighboring samples from which the current sample is predicted are located closer to the current sample, the accuracy of prediction of the current sample can be improved.
- FIGS. 5A to 5C are diagrams illustrating types in which a current block subjected to intra prediction coding can be divided into a plurality of subblocks according to an embodiment of the present invention.
- the minimum block size to which the intra coding tool of the present disclosure can be applied may be 4 ⁇ 8 or 8 ⁇ 4.
- a restriction that all subblocks must have at least 16 samples may be added.
- the size of the block is 4 ⁇ 8 or 8 ⁇ 4
- it may be divided into two, and if it is larger than this, it may be divided into four or eight.
- the size of the CU in which the intra coding tool can be used may be limited to a maximum of 64 ⁇ 64 due to the Virtual Pipeline Data Unit (VPDU), which is a processing unit of VVC.
- VPDU Virtual Pipeline Data Unit
- the video encoding apparatus may signal a split flag indicating that the current block is divided into a plurality of subblocks and intra prediction is performed for each subblock. Accordingly, the image decoding apparatus may decode the segmentation flag from the bitstream of the image data and determine whether to segment the current block based on the segmentation flag.
- a division flag of a first value (eg, “0”) indicates that the current block is not divided into a plurality of subblocks
- a division flag of a second value eg “1” indicates that the current block is divided into a plurality of subblocks. It is divided into and may indicate that intra prediction has been performed for each subblock.
- the split flag depends on the width and height of the current block, the width of the current block, the minimum transform size and/or the maximum transform size allowed for transforming transform coefficients, without explicit signaling (ie, without decoding from the bitstream). , May be inferred by the video decoding apparatus.
- the split flag when the width and height of the current block are smaller than the minimum transform size, the split flag may be set to a first value indicating that the current block is not split without being decoded from the bitstream.
- the area of the current block ie, the number of pixels included in the current block
- the minimum transform size ie, the number of pixels included in the conversion unit
- the The split flag may be set to a first value indicating that the current block is not split without being decoded from the bitstream.
- the split flag when the width and height of the current block are larger than the maximum transform size, the split flag may not be decoded from the bitstream.
- the split flag has a second value, that is, that the current block is divided into a plurality of subblocks and intra prediction is performed for each subblock.
- the split flag has a first value. That is, when the width and height of the current block are greater than the maximum transform size, the current block is divided into a plurality of subblocks, and the coding tool of the present disclosure for intra prediction for each subblock may not be applied.
- the intra coding tool of the present disclosure is not used, and it may be inferred that the split flag has a first value.
- the intra coding tool of the present disclosure is necessarily used (therefore, the split flag is deduced to have a first value), and the CTU at the picture boundary Further block division may be avoided.
- the direction and number of subblock divisions are the syntax elements (eg, flags) extracted from the bitstream, the size of the current block, the location of the current block, the length of one side of the current block (ie, width or height), It may be determined based on the number of pixels included in the current block, the intra prediction mode of the current block, and the size of the minimum or maximum transform block.
- the video decoding apparatus when the current block is divided into a plurality of subblocks, the video decoding apparatus is based on the split information decoded from the bitstream and the width and height of the current block, The number of blocks can be determined.
- the number of subblocks may be determined by the width and height of the current block. For example, as shown in Table 1, when the width and height of the current block is 4 ⁇ 8 or 8 ⁇ 4, the number of subblocks is determined to be 2, and the width and height of the current block is greater than 4 ⁇ 4 and 4 When not equal to x8 and 8x4, the number of subblocks may be determined as 4.
- the number of subblocks is determined as 2
- the width and height of the current block is 8 ⁇ N to 32 ⁇
- N or N ⁇ 8 to N ⁇ 32 here, N> 4
- the number of subblocks may be determined as 4
- the number of subblocks may be determined as 8 .
- the direction of division may be determined based on division information.
- the direction of division may be determined (or inferred) based on the ratio of the width and height of the current block. For example, when the width of the current block is greater than the height of the current block, the direction of division may be determined as horizontal division, and when the width of the current block is smaller than the height of the current block, the direction of division may be determined as vertical division.
- the shape and number of divisions may be inferred according to the position of the current block.
- whether the division direction is horizontal or vertical division may be determined based on the directions of prediction modes included in intra prediction mode candidates (ie, MPM list) determined for the current block. For example, when intra prediction modes that are relatively horizontal (eg, modes 3 to 33 shown in FIG. 3B; hereinafter “horizontal oriented modes”) exist (or dominate) in the MPM list, the division direction is vertical division. In the case where intra prediction modes (eg, modes 35 to 65 shown in FIG. 3B; hereinafter “vertical oriented modes”) that are determined as and are relatively vertical to the MPM list exist (or dominate), the division direction is horizontal. Can be determined by division.
- the intra prediction mode determined for the current block may be commonly applied to intra prediction of subblocks of the current block.
- the wide-angle intra prediction mode may also be used in the current block to which the intra coding tool of the present disclosure is applied.
- the wide-angle intra prediction mode may be determined not by a ratio between the width and height of the subblock divided from the current block, but by the ratio between the width and height of the current block.
- the image decoding apparatus may determine the intra prediction mode of the current block by decoding intra prediction mode information of the current block from the bitstream. For example, the image decoding apparatus selects a preset number of intra prediction mode candidates from among a plurality of intra prediction modes, and uses intra prediction mode information of the current block to determine the intra prediction mode candidates (ie, the MPM list). The prediction mode can be determined.
- Intra prediction mode candidates may be selected in different ways depending on whether the division direction is horizontal division or vertical division. For example, when the division direction is horizontal division, vertical oriented modes among a plurality of intra prediction modes may be selected as intra prediction mode candidates in preference to horizontal oriented modes. In addition, when the division direction is vertical division, horizontal oriented modes among a plurality of intra prediction modes may be selected as intra prediction mode candidates in preference to the vertical oriented modes. As another example, when the division direction is horizontal division, the horizontal mode (eg, mode 18 in FIG. 3B) or the horizontal oriented modes may be excluded from selection of intra prediction mode candidates. When the division direction is vertical division, a vertical mode (eg, 50) or vertical oriented modes of FIG. 3B may be excluded from selection of intra prediction mode candidates.
- a vertical mode eg, 50
- vertical oriented modes of FIG. 3B may be excluded from selection of intra prediction mode candidates.
- the video decoding apparatus restores the current block by sequentially reconstructing a plurality of subblocks using an intra prediction mode determined for the current block.
- the apparatus for decoding an image may generate an intra-predicted subblock by predicting a target subblock to be reconstructed from among the plurality of subblocks, from undistorted pixels around the subblock.
- the image decoding apparatus reconstructs transform coefficients by decoding transform coefficient information corresponding to a subblock from a bitstream, and uses the same transform size as the restoration target subblock to inverse quantize and inverse transform, thereby providing a residual sub with residual signals. Blocks can be created.
- the image decoding apparatus may reconstruct the subblock using the intra-predicted subblock and the residual subblock.
- pixels in the reconstructed subblock may be used for intra prediction of the next subblock in the current block.
- the subblocks including the top-left samples of the current block are sequentially processed in a downward direction in case of horizontal division, and in a right direction in case of vertical division.
- the dependence of sub-block prediction may not be allowed. That is, when the intra coding tool of the present disclosure is applied to the current block, 1 ⁇ N and 2 ⁇ N units of transformation are allowed, but 1 ⁇ N and 2 ⁇ N units of prediction may not be allowed.
- an 8 ⁇ N (N>4) current block divided in the vertical direction may be divided into four 2 ⁇ N subblocks. Accordingly, residual signals for the current block are reconstructed in units of 2 ⁇ N subblocks and generated by inverse transformation.
- the current block is predicted in units of 4 ⁇ N subblocks having a width of 4 samples. That is, an 8 ⁇ N (N>4) current block divided in the vertical direction may be divided into two 4 ⁇ N prediction regions and four 2 ⁇ N transform regions.
- the 4 ⁇ N current block divided in the vertical direction is predicted as a 4 ⁇ N prediction area, and may be divided into four 1 ⁇ N transform areas. This is due to the characteristic of storing the result of the intra-prediction block by dividing the result of the intra-predicted block into several clocks in a row unit in a general hardware design. This is a restriction to avoid losing.
- the image decoding apparatus performs in-loop filtering including deblocking filtering on the reconstructed current block, and uses the filtered current block as a reference picture for inter prediction of blocks in a picture to be encoded later. For use, it may be stored in a buffer (eg, memory 470 in FIG. 4).
- a buffer eg, memory 470 in FIG. 4
- the image decoding apparatus sets a grid at M sample intervals in the horizontal and vertical directions, and the boundary of the grid among the boundaries between the plurality of subblocks in the current block to which the intra coding tool of the present disclosure is applied.
- Deblocking filtering may be performed on the boundaries matching with. Accordingly, deblocking filtering may not be performed on boundaries between the plurality of subblocks that do not coincide with the boundary of the grid.
- Deblocking filtering may be performed only on the boundary between subblocks that match with.
- An 8 ⁇ 8 unit grid is used as an example, but the size of the grid is not necessarily limited to 8 ⁇ 8.
- M may be expressed in the form of 2 n (n is a natural number), and may have any one of 4, 8, 16, and the like.
- in-loop filtering may be performed only on a part of the boundary between subblocks according to the subblock division direction and the number of divisions. For example, when the current block is divided in the horizontal direction, only deblocking filtering in the vertical direction is performed and deblocking filtering in the horizontal direction may be omitted. Similarly, when the current block is divided in the vertical direction, only deblocking filtering in the horizontal direction is performed and deblocking filtering in the vertical direction may be omitted.
- whether to perform in-loop filtering may be determined for each sub-block. Accordingly, the image decoding apparatus may check whether in-loop filtering is performed in units of each subblock or through high-level syntax.
- a method of performing in-loop filtering or a parameter of in-loop filtering according to criteria calculated based on at least one of information such as size, position, depth, and QP of a sub-block may vary.
- the size of the sub-block of the current block determines the in-loop filtering parameters (eg, the intensity of the filter and the clipping value for the pixel change). Parameters) may be smaller than the unit of calculation.
- filtering parameters may not be calculated in units of subblocks, but filtering parameters may be calculated for the current block, and in-loop filtering may be performed in units of subblocks.
- two or more subblocks may be grouped to calculate common filtering parameters, and the subblocks may share filtering parameters.
- ALF is performed by obtaining ALF parameters in units such as ⁇ N ⁇ 1, 1 ⁇ N, N ⁇ 2, 2 ⁇ N ⁇ can do.
- ALF is performed by configuring the current block to perform or not necessarily perform deblocking filtering, it is possible to avoid calculating parameters for determining whether to perform deblocking filtering (or filter coefficients).
- a method of performing in-loop filtering or a parameter calculation method may be different depending on whether the boundary of the current subblock overlaps the boundary of a CU (or a CTU or VPDU).
- a syntax element eg, Coded Block Flag; CBF
- CBF Coded Block Flag
- the CBF may be inferred based on the number of divisions of the subblock, the size (width or height) of the subblock, the intra prediction mode, the position of the block, the QP, the number of pixels included in the subblock, and the like. For example, at least one CBF for subblocks of the current block is considered to be non-zero. Therefore, if the current block has n subblocks and all of the CBFs for the previous n-1 subblocks are "0", the CBF of the nth subblock is deduced as "1" and thus is explicitly signaled. It doesn't work.
- the intra coding tool of the present disclosure may be applied only when the CBF of each subblock is not 0.
- the CBF of each subblock is inferred as “1” and thus is not explicitly signaled. Does not.
- the 8 ⁇ 16 current block is divided into two 4 ⁇ 16 subblocks, the CBF of each subblock must be explicitly signaled.
- the image encoding apparatus determines a quantization parameter (QP) value for the current block CU, and determines a delta quantization parameter (Delta QP) value for the current block based on the QP value and the QP predicted value.
- QP quantization parameter
- Delta QP delta quantization parameter
- the image encoding apparatus may be configured to signal the DQP value and quantize the current block by using the determined QP value.
- the image encoding apparatus may adjust the degree of quantization applied to coefficient blocks related to the current block by adjusting the QP value for the current block.
- DQP is defined as the difference between the current QP (that is, the actual QP used in the current block) and the predicted value of the current QP (that is, the QP predicted value). Based on the signaled DQP, the corresponding current QP value can be reconstructed by summing the DQP to the QP predicted value. That is, in the video encoding apparatus, the DQP is calculated by subtracting the QP predictor from the actual QP of the current block, and in the video decoding apparatus, the actual QP of the current block is reconstructed by adding the received DQP to the QP prediction value.
- the QP prediction value is defined as the average of the actual QP values for the upper block and the left block for the current block.
- the image decoding apparatus is configured to receive the DQP value for the current quantization block, determine the QP value for the current quantization block based on the received DQP value and the QP predicted value, and inverse quantize the current quantization block using the determined QP value. Can be.
- DQP may be determined for each subblock.
- a flag can be checked to determine whether to use DQP in units of subblocks or whether to apply DQP through high-level syntax can be checked.
- the same QP may be used for all subblocks. Accordingly, the QP value of the current block may be determined by using the QP of the CU around the current block (left and/or upper) and the transmitted DQP value. Alternatively, it may be inferred through the transmitted DQP value and high-level syntax.
- a different DQP may be used for each subblock.
- the QP of each subblock may be determined using the QP determined for the current block and the DQP value of each subblock.
- the QP of each subblock may be determined through DQP between each subblock, or the QP of the current block may be determined using the QP of a specific subblock.
- the QP of the current block may be signaled or a value of the QP to be used may be inferred through high-level syntax.
- the intra prediction unit 600 may include a mode selection unit 610, a reference sample construction unit 620, a reference sample filtering unit 630, and a prediction signal generation unit 640. have.
- the mode selector 610 may determine an intra prediction mode to be used to encode the current block. For example, the mode selector 610 may encode the current block using various intra prediction modes and select an appropriate intra prediction mode to be used from the tested modes.
- the mode selector 610 may signal an intra prediction mode for the current block using a highest probability mode (MPM) process. For example, the mode selector 610 may set intra prediction modes of blocks adjacent to the current block (eg, a block located above the current block and a block located to the left of the current block) as MPM candidates. . When two MPM candidates cannot be found (e.g., when the neighboring block is not intra-predicted or the neighboring blocks have the same intra mode), the mode selector 610 selects the intra prediction mode of the neighboring block. It can also be substituted for Planar mode.
- MPM highest probability mode
- the MPM candidate list When the number of MPM candidates included in the MPM candidate list is less than the maximum number (eg, 6), default modes different from the previously inserted MPM candidates and directional modes similar to the previously inserted MPM candidates are the MPM candidate list. It can also be inserted into.
- the maximum number e.g. 6
- Information indicating whether the intra prediction mode of the current block is the same as any one of the MPM candidates may be signaled through a bitstream. If the intra prediction mode of the current block is the same as any one of the MPM candidates, the mode selector 610 sets the MPM flag to the first value, and additionally signals MPM index information for identifying the matching MPM candidate. have. Alternatively, a flag indicating whether the intra prediction mode of the current block is a planar mode may be signaled first, and MPM index information may be signaled if the intra prediction mode of the current block is not the planar mode.
- the mode selector 610 sets the MPM flag to the second value, and which of the remaining intra prediction modes is the intra prediction mode of the current block. In order to indicate whether they are the same, residual mode information may be signaled through a bitstream.
- the mode selector 610 may select an intra coding tool of the present disclosure that sequentially predicts the current block in units of subblocks.
- the mode selector 610 may perform rate-distortion analysis to determine a direction of division of the current block into subblocks.
- the mode selector 610 may determine whether to divide the current block into a plurality of subblocks in a horizontal direction or a plurality of subblocks in a vertical direction.
- the mode selector 610 may set a division flag indicating whether to divide the current block as a first value (eg, '0').
- the mode selector 610 may set a division flag indicating whether to divide the current block as a second value (eg, '1').
- the mode selector 610 may transmit the split flag to the entropy decoder 155 of FIG. 1 to signal the split flag.
- the mode selector 610 may be restricted from using the intra coding tool of the present disclosure described above unless predetermined criteria are satisfied. For example, depending on the location of the current block, the width and height of the current block, the width of the current block, the minimum transform size, and the maximum transform size, it may be determined whether or not the intra coding tool of the present disclosure can be used. In this case, signaling for a split flag indicating whether to use the intra coding tool of the present disclosure may be omitted. That is, the split flag is not included in the bitstream.
- the mode selector 610 may not use the intra coding tool of the present disclosure.
- the width and height of the current block are smaller than the minimum transform size, or the width of the current block (ie, the number of pixels included in the current block) is the width of the transform unit defined by the minimum transform size (ie , The number of pixels included in the transform unit)
- the intra coding tool of the present disclosure is not applied and the split flag is not signaled.
- the video decoding apparatus infers the split flag as a value indicating that the current block is not split.
- the image decoding apparatus may be implemented to infer the split flag as a value indicating that the current block is divided into a plurality of subblocks and intra prediction is performed for each subblock.
- the video decoding apparatus may infer the split flag as a value indicating that the current block is not split into subblocks.
- the direction and number of subblock divisions are the size of the current block, the position of the current block, the length of one side of the current block (ie, width or height), and the current block. It may be determined based on the number of pixels included in, the intra prediction mode of the current block, and the size of the minimum or maximum transform block.
- the mode selector 610 may use one or more syntax elements such as a 1-bit flag to signal the direction and number of subblock divisions.
- the number of subblocks may be determined by the width and height of the current block. For example, when the width and height of the current block is 4 ⁇ 8 or 8 ⁇ 4, the number of subblocks is determined as 2, and the width and height of the current block is greater than 4 ⁇ 4 and equal to 4 ⁇ 8 and 8 ⁇ 4. When not, the number of subblocks may be determined as 4.
- the number of subblocks is determined as 2, and the width and height of the current block are 8 ⁇ N to 32 ⁇ N, or N ⁇ 8 to N If x32 (here, N> 4), the number of subblocks may be determined as 4, and the number of subblocks may be determined as 8 for the current block larger than 32 ⁇ N and N ⁇ 32.
- the direction of division is horizontal division or vertical division may be determined based on division information.
- the direction of division may be determined (or inferred) based on the ratio of the width and height of the current block. For example, when the width of the current block is greater than the height of the current block, the direction of division may be determined as horizontal division, and when the width of the current block is smaller than the height of the current block, the direction of division may be determined as vertical division.
- the shape and number of divisions may be inferred according to the position of the current block.
- whether the division direction is horizontal or vertical division may be determined based on the directions of prediction modes included in intra prediction mode candidates (ie, MPM list) determined for the current block. In this case, signaling of one or more syntax elements indicating information on the shape and/or number of divisions in the bitstream may be omitted.
- the reference sample construction unit 620 may check available samples in the vicinity and construct reference samples to be used for prediction by using the available samples. If there are no available samples (or if intra prediction is not performed using nearby samples), a reference sample can be arbitrarily constructed.
- the reference sample filtering unit 630 may determine whether to perform filtering. Whether to perform filtering may be determined based on at least one of information such as size, depth, QP, and mode of the current block. If you need to perform filtering, you can choose which filtering to perform. In this case, information on which filter to perform may be signaled in the bitstream.
- the prediction signal generator 640 may generate a prediction subblock by predicting a subblock to be coded among the plurality of subblocks from previously reconstructed pixels around the subblock.
- the prediction signal generator 640 may use the intra prediction mode determined for the current block for intra prediction of a plurality of subblocks. Thereafter, the prediction subblock may be subtracted from the corresponding subblock of the current block to generate a residual subblock.
- the residual subblock can be reconstructed through a transform/quantization process and an inverse quantization/inverse transform process.
- the reconstructed residual subblock is summed with the prediction subblock generated by the prediction signal generator 640 to generate the reconstructed subblock.
- the prediction signal generator 640 may use reconstructed pixels of a previous subblock and reconstructed pixels of a CU previously restored when performing prediction on a next subblock.
- FIG. 7 is a flowchart illustrating a method of intra prediction encoding a current block of an image by an image encoding apparatus according to an embodiment of the present invention.
- the apparatus for encoding an image may determine an intra prediction mode to be used to encode the current block.
- the image encoding apparatus may determine whether to apply the intra coding tool of the present disclosure and, if applied, a direction in which the current block is divided among the horizontal direction and the vertical direction.
- the apparatus for encoding an image may encode an intra prediction mode of the current block and syntax elements indicating whether the current block is predicted by dividing it into a plurality of subblocks.
- the video encoding apparatus may signal an intra prediction mode for the current block using a highest probability mode (MPM) process. Also, the video encoding apparatus may signal a split flag indicating whether the current block is divided into a plurality of subblocks and predicted.
- MPM highest probability mode
- the apparatus for encoding an image may be limited in using the intra coding tool of the present disclosure unless predetermined criteria are satisfied. For example, depending on the location of the current block, the width and height of the current block, the width of the current block, the minimum transform size, and the maximum transform size, it may be determined whether or not the intra coding tool of the present disclosure can be used. In this case, signaling of a split flag indicating whether the intra coding tool of the present disclosure is used in the bitstream may be omitted.
- the direction and number of subblock divisions are the size of the current block, the position of the current block, the length of one side of the current block (ie, width or height), and the current block. It may be determined based on the number of pixels included in, the intra prediction mode of the current block, and the size of the minimum or maximum transform block.
- Information on the direction and number of subblock divisions may be provided in various ways.
- the apparatus for encoding an image may use one or more syntax elements such as a 1-bit flag to signal division information such as the direction and/or the number of subblock divisions.
- the number of subblocks may be determined by the width and height of the current block. For example, when the width and height of the current block is 4 ⁇ 8 or 8 ⁇ 4, the number of subblocks is determined as 2, and the width and height of the current block is greater than 4 ⁇ 4 and equal to 4 ⁇ 8 and 8 ⁇ 4. When not, the number of subblocks may be determined as 4.
- the video encoding apparatus may explicitly signal a flag indicating the direction of subblock division (eg, whether horizontal division or vertical division).
- the direction of division may be determined (or inferred) based on the ratio of the width and height of the current block. For example, when the width of the current block is greater than the height of the current block, the direction of division may be determined as horizontal division, and when the width of the current block is smaller than the height of the current block, the direction of division may be determined as vertical division. In this case, signaling of the flag indicating the division direction may be omitted.
- step S730 when the intra coding tool of the present disclosure is applied to the current block, the image encoding apparatus may sequentially encode a plurality of subblocks using an intra prediction mode determined for the current block.
- the apparatus for encoding an image may generate a prediction subblock by predicting a target subblock to be coded from among the plurality of subblocks, from irregular pixels surrounding the target subblock (S732).
- the image encoding apparatus may generate a residual subblock from the target subblock and the prediction subblock (S734).
- the image encoding apparatus may transform and quantize the residual subblock by using the same transform size as the target subblock (S736).
- the image encoding apparatus may entropy-encode the quantized transform coefficient (S738).
- the image encoding apparatus may restore a residual subblock by applying an inverse quantization/inverse transform process to the quantized transform coefficient, and generate a reconstructed subblock by summing the reconstructed residual subblock with the prediction subblock (S738).
- pixels in the reconstructed subblock may be used to intra-predict the next subblock in the current block.
- step S740 the apparatus for encoding an image performs deblocking filtering on the reconstructed current block, and uses the filtered current block as a reference picture for inter prediction of blocks in a picture to be encoded later. , May be stored in the memory 190 of FIG. 1.
- the image encoding apparatus may set a grid at an interval of N samples in the horizontal and vertical directions, and perform deblocking filtering on the boundaries between the plurality of subblocks in the current block that match the boundary of the grid. have.
- the intra prediction unit 800 may include a mode determination unit 810, a reference sample construction unit 820, a reference sample filtering unit 830, and a prediction signal generation unit 840. have.
- the mode determiner 810 may determine the intra prediction mode of the current block by decoding intra prediction mode information of the current block from the bitstream. For example, the mode determination unit 810 selects a preset number of intra prediction mode candidates from among a plurality of intra prediction modes, and uses intra prediction mode information of the current block to determine an intra prediction mode candidate from among the intra prediction mode candidates. The prediction mode can be determined.
- the mode determiner 810 may also determine whether to divide the intra prediction-coded current block into a plurality of subblocks. In other words, the mode determination unit 810 may divide the current block into subblocks of the same size and determine whether to perform intra prediction for each subblock using the same intra prediction mode as the intra prediction mode of the current block. have.
- the mode determiner 810 may decode a partition flag indicating whether to divide the current block from the bitstream, and determine whether to divide the current block into a plurality of subblocks based on the partition flag. .
- the first value (eg, '0') of the split flag indicates that the current block is not divided into subblocks
- the second value (eg, '1') of the split flag indicates that the current block is divided into subblocks.
- the split flag depends on the width and height of the current block, the width of the current block, and the minimum and maximum transform sizes allowed for transforming transform coefficients, without explicit signaling (i.e., without decoding from the bitstream), It may be inferred by the video decoding apparatus. Accordingly, the mode determination unit 810 may infer the value of the split flag based on the width and height of the current block, the width of the current block, and the minimum and maximum transform sizes allowed for transforming transform coefficients. May be.
- the split flag when the width and height of the current block are smaller than the minimum transform size, the split flag may be set to a value indicating that the current block is not split without being decoded from the bitstream.
- the area of the current block ie, the number of pixels included in the current block
- the minimum transform size ie, the number of pixels included in the conversion unit
- the split flag when the width and height of the current block are larger than the maximum transform size, the split flag has a second value (eg, '1') without being decoded from the bitstream, that is, a plurality of current blocks It can be inferred that it is divided into subblocks of and intra-predicted for each subblock.
- the split flag has a first value (e.g., '0'), that is, the current block is divided into a plurality of subblocks and the coding tool of the present disclosure for intra prediction for each subblock is not applied. It could be.
- the mode determiner 810 may determine the direction and number of subblock divisions.
- the mode selector 810 may extract one or more syntax elements from the bitstream to determine the direction and number of subblock divisions. For example, whether the division direction is horizontal division or vertical division may be explicitly signaled using a syntax element such as a 1-bit flag. Accordingly, the mode determiner 810 may extract a syntax element indicating the division direction of the current block from the bitstream.
- the division direction and number of sub-blocks are the size of the current block, the location of the current block, the length of one side of the current block (i.e., width or height), the number of pixels included in the current block, It may be determined or inferred based on the intra prediction mode of the current block and the size of the minimum or maximum transform block.
- the division direction may be determined (or inferred) based on the ratio of the width and height of the current block. For example, when the width of the current block is larger than the height of the current block, the direction of division may be inferred as horizontal division, and when the width of the current block is smaller than the height of the current block, it may be inferred by vertical division. Alternatively or complementarily, when the current block exists at the boundary of a picture (or tile, group of tiles, etc.), the shape and number of divisions may be inferred according to the position of the current block. Also, whether the division direction is horizontal or vertical division may be determined based on the directions of prediction modes included in intra prediction mode candidates (ie, MPM list) determined for the current block. In this case, signaling of one or more syntax elements indicating information on the shape and/or number of divisions in the bitstream may be omitted.
- intra prediction mode candidates ie, MPM list
- the number of sub-blocks is the size of the current block, the location of the current block, the length of one side of the current block (i.e., width or height), the number of pixels included in the current block, the intra prediction mode of the current block, and the minimum or maximum transform block. It may be determined or inferred based on the size of
- the number of subblocks may be determined by the width and height of the current block. For example, when the width and height of the current block is 4 ⁇ 8 or 8 ⁇ 4, the number of subblocks is determined as 2, and the width and height of the current block is greater than 4 ⁇ 4 and equal to 4 ⁇ 8 and 8 ⁇ 4. When not, the number of subblocks may be determined as 4.
- the number of subblocks is determined as 2, and the width and height of the current block are 8 ⁇ N to 32 ⁇ N, or N ⁇ 8 to N If x32 (here, N> 4), the number of subblocks may be determined as 4, and the number of subblocks may be determined as 8 for the current block larger than 32 ⁇ N and N ⁇ 32.
- the reference sample construction unit 820 may check available samples around and construct reference samples to be used for prediction by using the available samples. If there are no available samples (or if intra prediction is not performed using nearby samples), a reference sample can be arbitrarily constructed.
- the reference sample filtering unit 830 determines whether to perform filtering. Whether to perform filtering may be determined based on at least one of information such as size, depth, QP, and mode of the current block. If you need to perform filtering, you can choose which filtering to perform. In this case, information on which filter to perform may be extracted from the bitstream.
- the prediction signal generator 840 may generate an intra-predicted sub-block by predicting a sub-block to be reconstructed from among the plurality of sub-blocks from irregularly reconstructed pixels around the sub-block.
- the prediction signal generator 840 may use a reconstructed signal of a previous subblock and a reconstructed signal of a previously reconstructed CU when performing prediction on a next subblock.
- the intra-predicted subblock may be summed with a residual subblock reconstructed from the bitstream.
- FIG. 9 is a flowchart illustrating a method of decoding an intra prediction-coded current block from a bitstream of an encoded image in an image decoding apparatus according to an embodiment of the present invention.
- step S910 the video decoding apparatus determines whether to divide the intra prediction-coded current block into a plurality of subblocks. In other words, the video decoding apparatus divides the current block into subblocks of the same size and determines whether to perform intra prediction for each subblock by using the same intra prediction mode as the intra prediction mode of the current block.
- the video decoding apparatus may decode a split flag indicating whether to split the current block from the bitstream, and determine whether to split the current block based on the split flag.
- the first value (eg, “0”) of the division flag indicates that the current block is not divided into a plurality of subblocks
- the second value (eg “1”) of the division flag indicates that the current block is divided into a plurality of subblocks. It is divided into and may indicate that intra prediction has been performed for each subblock.
- the split flag depends on the width and height of the current block, the width of the current block, and the minimum and maximum transform sizes allowed for transforming transform coefficients, without explicit signaling (i.e., without decoding from the bitstream), It may be inferred by the video decoding apparatus. Accordingly, the image decoding apparatus may infer the value of the split flag based on the width and height of the current block, the width of the current block, and the minimum and maximum transform sizes allowed for transforming transform coefficients.
- step S920 when the current block is divided into a plurality of subblocks, the video decoding apparatus horizontally or vertically divides the current block based on the divided information decoded from the bitstream and the width and height of the current block.
- the division direction in which the current block is divided and the number of subblocks may be determined.
- the division direction is horizontal division or vertical division may be determined by the division information. Alternatively or complementarily, the division direction may be determined based on a ratio of the width and height of the current block. For example, the division direction may be determined as horizontal division when the width of the current block is greater than the height of the current block, and vertical division when the width of the current block is smaller than the height of the current block.
- the number of subblocks can be determined by the width and height of the current block. For example, when the width and height of the current block is 4 ⁇ 8 or 8 ⁇ 4, the number of subblocks is determined as 2, and the width and height of the current block is greater than 4 ⁇ 4 and equal to 4 ⁇ 8 and 8 ⁇ 4. When not, the number of subblocks may be determined as 4.
- step S930 the image decoding apparatus restores the current block by sequentially reconstructing a plurality of subblocks divided according to the division direction and the number of subblocks using intra prediction.
- the apparatus for decoding an image may generate an intra-predicted sub-block by predicting a sub-block to be reconstructed from among the plurality of sub-blocks from irregularly reconstructed pixels around the sub-block (S932).
- the image decoding apparatus reconstructs a transform coefficient by decoding transform coefficient information corresponding to the subblock from the bitstream (S934), and the residual signal by inverse quantization and inverse transform using the same transform size as the subblock.
- a residual subblock having s may be generated (S936).
- the image decoding apparatus may reconstruct the subblock by using the intra prediction subblock and the residual subblock (S938).
- the pixels in the reconstructed subblock may be used to intra-predict the next subblock in the current block.
- the video decoding apparatus may determine the intra prediction mode of the current block by decoding intra prediction mode information of the current block from the bitstream. For example, the image decoding apparatus selects a preset number of intra prediction mode candidates (i.e., MPM candidates) from among a plurality of intra prediction modes, and uses intra prediction mode information of the current block to determine the current block among the MPM candidates.
- the intra prediction mode can be determined.
- the intra prediction mode candidates may be selected in different ways depending on whether the division direction is horizontal division or vertical division. For example, when the division direction is horizontal division, vertical oriented modes among the plurality of intra prediction modes may be selected as the MPM candidates in preference to horizontal oriented modes. In addition, if the division direction is vertical division, the horizontal oriented modes among the plurality of intra prediction modes may be selected as the MPM candidates in preference to the vertical oriented modes.
- the image decoding apparatus has a non-zero transform coefficient in the subblock based on the location of the subblock in the current block and the number of subblocks.
- a subblock flag indicating whether to do so may be decoded from the bitstream.
- the image decoding apparatus may reconstruct transform coefficients corresponding to the subblock from the bitstream.
- the video decoding apparatus may set the subblock flag to a value indicating that a non-zero transform coefficient exists in the subblock.
- step S940 the image decoding apparatus performs deblocking filtering on the reconstructed current block and uses the filtered current block as a reference picture for inter prediction of blocks in a picture to be encoded later, as a buffer (e.g., It is stored in the memory 470 of FIG.
- the image decoding apparatus may set a grid at intervals of N samples in the horizontal and vertical directions, and perform deblocking filtering on the boundaries between the plurality of subblocks in the current block that match the boundary of the grid. have.
- FIGS. 10A and 10B are diagrams illustrating a process of generating a prediction subblock of a second subblock when a second subblock is restored after the first subblock in the coding block is restored.
- the prediction sub-block obtained by intra-predicting the second sub-block according to the intra prediction mode of the coding block A weighted sum (or weighted average) is performed on the prediction subblock 1020 obtained by inter-prediction between the block 1010 and the second subblock, and the final prediction subblock (to be added to the related residual signal) for the second subblock.
- Block 1030 may be created.
- motion information may be individually signaled in units of subblocks, or motion information signaled for a coding block (CU) may be commonly used for all subblocks of a coding block (CU). .
- the prediction block 1060 obtained by inter-predicting the coding block CU may be used in the restoration process of each sub-block.
- the coding block A weighted sum (or weighted average) is performed on the prediction subblock 1010 obtained by intra prediction of the prediction subblock corresponding to the second subblock extracted from the prediction block 1060 of (CU) and the second subblock.
- a final prediction subblock 1030 for the second subblock may be generated.
- the prediction block 1060 of the coding block (CU) is generated prior to generating the final prediction subblock for the first subblock, and should be stored in the buffer until the final prediction subblock for the fourth subblock is generated. I can.
- the video decoding apparatus when the above-described intra coding tool is applied to the current block, sequentially restores the current block in subblock units, but with respect to the target subblock to be reconstructed, the intra prediction subblock and the An inter prediction subblock is generated, the two prediction subblocks are weighted and averaged to generate a final prediction subblock for the target subblock, and the final prediction subblock is added to the residual subblock decoded from the bitstream. Can be restored.
- the non-transitory recording medium includes, for example, all kinds of recording devices in which data is stored in a form readable by a computer system.
- the non-transitory recording medium includes a storage medium such as an erasable programmable read only memory (EPROM), a flash drive, an optical drive, a magnetic hard drive, and a solid state drive (SSD).
- EPROM erasable programmable read only memory
- SSD solid state drive
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Abstract
Description
Claims (15)
- 인트라 예측을 이용하여 현재블록을 복원하기 위한 영상 복호화 방법에 있어서,상기 현재블록을 복수의 서브블록으로 분할할지 여부를 결정하는 단계;상기 현재블록이 상기 복수의 서브블록으로 분할될 때, 비트스트림으로부터 복호화된 분할 정보, 및 상기 현재블록의 너비(width)와 높이(height)에 근거하여, 수평 분할과 수직 분할 중 상기 현재블록이 분할되는 분할 방향과 서브블록 개수를 결정하는 단계;인트라 예측을 이용하여 상기 분할 방향과 서브블록 개수에 따라 분할된 상기 복수의 서브블록들을 순차적으로 복원함으로써, 상기 현재블록을 복원하는 단계; 및수평 및 수직 방향으로 N 샘플 간격으로 그리드(grid)를 설정하고, 상기 현재블록 내의 상기 복수의 서브블록 간의 경계들 중 상기 그리드의 경계와 일치하는 경계들을 디블록킹 필터링하는 단계를 포함하는, 영상 복호화 방법.
- 제 1 항에 있어서,상기 현재블록을 복원하는 단계는,상기 복수의 서브블록들 중 복원할 대상 서브블록을 상기 대상 서브블록 주변의 기복원된 픽셀들로부터 예측하여 인트라 예측 서브블록을 생성하는 단계;상기 비트스트림으로부터 상기 대상 서브블록에 대응하는 변환 계수 정보를 복호화하여 변환 계수를 복원하고, 상기 변환 계수들을 상기 대상 서브블록과 동일한 변환 크기를 사용하여 역양자화 및 역변환으로써 잔차 신호들를 가지는 잔차 서브블록을 생성하는 단계; 및상기 인트라 예측 서브블록과 상기 잔차 서브블록을 이용하여 상기 대상 서브블록을 복원하는 단계를 포함하고,상기 복원된 대상 서브블록 내의 픽셀들은 상기 현재블록 내의 다음 서브블록을 인트라 예측하기 위해 사용되는 것을 특징으로 하는, 영상 복호화 방법.
- 제 1 항에 있어서,상기 현재블록의 분할할지 여부를 결정하는 단계는,상기 현재블록의 너비와 높이, 상기 현재블록의 넓이, 변환 계수들을 변환하기 위해 허용되는 최소 변환 크기 및 최대 변환 크기에 근거하여, 상기 현재블록의 분할 여부를 지시하는 분할 플래그를 상기 비트스트림으로부터 복호화하는 단계; 및상기 분할 플래그에 근거하여 상기 현재블록을 분할할지 여부를 결정하는 단계를 포함하는 것을 특징으로 하는, 영상 복호화 방법.
- 제 3 항에 있어서,상기 현재블록의 너비와 높이가 상기 최소 변환 크기보다 작을 때, 상기 분할 플래그는, 상기 비트스트림으로부터 복호화됨 없이, 상기 현재블록이 분할되지 않음을 지시하는 값으로 설정되는 것을 특징으로 하는, 영상 복호화 방법.
- 제 3 항에 있어서,상기 현재블록의 넓이가 상기 최소 변환 크기에 의해 정의되는 변환 단위의 넓이보다 작을 때, 상기 분할 플래그는, 상기 비트스트림으로부터 복호화됨 없이, 상기 현재블록이 분할되지 않음을 지시하는 값으로 설정되는 것을 특징으로 하는, 영상 복호화 방법.
- 제 3 항에 있어서,상기 현재블록의 너비와 높이가 상기 최대 변환 크기보다 클 때, 상기 분할 플래그는 상기 비트스트림으로부터 복호화되지 않는 것을 특징으로 하는, 영상 복호화 방법.
- 제 1 항에 있어서,상기 분할 방향은 수평 분할인지 수직 분할인지 여부는 상기 분할 정보에 의해 결정되고,상기 서브블록 개수는 상기 현재블록의 너비와 높이에 의해 결정되는 것을 특징으로 하는, 영상 복호화 방법.
- 제 1 항에 있어서,상기 현재블록의 너비와 높이가 4×8 또는 8×4 일 때, 상기 서브블록 개수는 2로 설정되고,상기 현재블록의 너비와 높이가 4×4 보다 크고 4×8 및 8×4와 동일하지 않을 때, 상기 서브블록 개수는 4로 설정되는 것을 특징으로 하는, 영상 복호화 방법.
- 제 1 항에 있어서,상기 분할 방향은,상기 현재블록의 너비가 상기 현재블록의 높이보다 큰 경우 수평 분할로 결정되고,상기 현재블록의 너비가 상기 현재블록의 높이보다 작은 경우 수직 분할로 결정되는 것을 특징으로 하는, 영상 복호화 방법.
- 제 2 항에 있어서,상기 서브블록에 대응하는 상기 변환 계수 정보를 복호화하여 상기 변환 계수를 복원하는 것은,상기 현재블록 내에서의 상기 서브블록의 위치 및 상기 서브블록 개수에 근거하여, 상기 서브블록 내에 비제로 변환 계수(non-zero transform coefficient)가 존재하는 여부를 지시하는 서브블록 플래그를 상기 비트스트림으로부터 복호화하는 단계; 및상기 서브블록 플래그가 상기 서브블록 내에 비제로 변환 계수가 존재함을 지시할 때, 상기 비트스트림으로부터 상기 서브블록에 대응하는 변환 계수들을 복원하는 단계를 포함하는 것을 특징으로 하는, 영상 복호화 방법.
- 제 10 항에 있어서,상기 서브블록 플래그가 상기 비트스트림으로부터 복호화되지 않으면, 상기 서브블록 플래그는 상기 서브블록 내에 비제로 변환 계수가 존재함을 지시하는 값으로 설정되는 것을 특징으로 하는, 영상 복호화 방법.
- 제 1 항에 있어서,상기 비트스트림으로부터 상기 현재블록의 인트라 예측모드 정보를 복호화하여 상기 현재블록의 인트라 예측모드를 결정하는 단계를 더 포함하고,상기 복수의 서브블록들은 상기 현재블록의 인트라 예측모드 정보와 동일한 인트라 예측모드를 사용하여 인트라 예측되는 것을 특징으로 하는, 영상 복호화 방법.
- 제 12 항에 있어서,상기 현재블록의 인트라 예측모드를 결정하는 단계는,복수의 가용한 인트라 예측모드들 중 기설정된 개수의 인트라 예측모드 후보들을 선택하는 단계; 및상기 현재블록의 인트라 예측모드 정보를 이용하여 상기 인트라 예측모드 후보들 중에서 상기 현재블록의 인트라 예측모드를 결정하는 단계를 포함하고,상기 인트라 예측모드 후보들은, 상기 분할 방향이 수평 분할인지 수직 분할인지 여부에 따라, 다른 방식으로 선택되는 것을 특징으로 하는, 영상 복호화 방법.
- 제 13 항에 있어서,상기 분할 방향이 수평 분할이면, 상기 복수의 인트라 예측모드들 중 수직 지향 모드들을 수평 지향 모드들에 우선하여 상기 인트라 예측모드 후보들을 선택하고,상기 분할 방향이 수직 분할이면, 상기 복수의 인트라 예측모드들 중 상기 수평 지향 모드들을 상기 수직 지향 모드들에 우선하여 상기 인트라 예측모드 후보들을 선택하는 것을 특징으로 하는, 영상 복호화 방법.
- 제 2 항에 있어서,상기 현재블록을 복원하는 단계는,상기 서브블록의 움직임벡터를 결정하고 상기 움직임벡터를 이용하여 상기 서브블록에 대한 인터 예측 서브블록을 생성하는 단계; 및상기 인트라 예측 서브블록과 상기 인터 예측 서브블록을 가중 평균하여 상기 서브블록에 대한 예측 서브블록을 생성하는 단계를 더 포함하고,상기 서브블록은 상기 예측 서브블록과 상기 잔차 서브블록을 가산하여 복원되는 것을 특징으로 하는, 영상 복호화 방법.
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| CN202510737184.8A CN120321394A (zh) | 2019-03-12 | 2020-03-12 | 视频解码方法、视频编码方法以及提供包含视频数据的比特流的方法 |
| US17/438,263 US20220191530A1 (en) | 2019-03-12 | 2020-03-12 | Intra prediction method and device for predicting and dividing prediction unit into sub-units |
| CN202510737531.7A CN120302039A (zh) | 2019-03-12 | 2020-03-12 | 视频解码方法、视频编码方法以及提供包含视频数据的比特流的方法 |
| CN202510737344.9A CN120302038A (zh) | 2019-03-12 | 2020-03-12 | 视频解码方法、视频编码方法以及提供包含视频数据的比特流的方法 |
| CN202080035238.1A CN113924777B (zh) | 2019-03-12 | 2020-03-12 | 视频解码方法、视频编码方法以及提供包含视频数据的比特流的方法 |
| CN202510737682.2A CN120302040A (zh) | 2019-03-12 | 2020-03-12 | 视频解码方法、视频编码方法以及提供包含视频数据的比特流的方法 |
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| CN112291562A (zh) * | 2020-10-29 | 2021-01-29 | 郑州轻工业大学 | 针对h.266/vvc的快速cu分区和帧内模式决策方法 |
| CN113286144A (zh) * | 2021-03-24 | 2021-08-20 | 中山大学 | 基于Gabor的CU划分快速决策方法、装置及介质 |
| WO2022117089A1 (zh) * | 2020-12-03 | 2022-06-09 | Oppo广东移动通信有限公司 | 预测方法、编码器、解码器以及存储介质 |
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| CN113574879A (zh) * | 2019-03-15 | 2021-10-29 | 三星电子株式会社 | 图像编码方法和装置、图像解码方法和装置 |
| US11677969B2 (en) * | 2019-03-22 | 2023-06-13 | Tencent America LLC | Method and apparatus for video coding |
| WO2020197223A1 (ko) * | 2019-03-23 | 2020-10-01 | 엘지전자 주식회사 | 영상 코딩 시스템에서의 인트라 예측 기반 영상 코딩 |
| WO2020244536A1 (en) * | 2019-06-03 | 2020-12-10 | Beijing Bytedance Network Technology Co., Ltd. | Combined intra and intra-block copy prediction for video coding |
| WO2022108419A1 (ko) * | 2020-11-23 | 2022-05-27 | 현대자동차주식회사 | 선택적 서브블록 분할정보 전송을 이용하는 영상 부호화 및 복호화 방법과 장치 |
| WO2022177317A1 (ko) * | 2021-02-18 | 2022-08-25 | 현대자동차주식회사 | 서브블록 분할 기반 인트라 예측을 이용하는 비디오 코딩방법 및 장치 |
| WO2022216124A1 (ko) * | 2021-04-08 | 2022-10-13 | 엘지전자 주식회사 | 복수의 인트라 예측들에 기반하여 영상의 예측을 수행하는 영상 부호화/복호화 방법, 장치, 및 비트스트림을 전송하는 방법 |
| WO2024053987A1 (ko) * | 2022-09-06 | 2024-03-14 | 주식회사 윌러스표준기술연구소 | 기하학적 분할을 이용하는 비디오 신호 처리 방법 및 이를 위한 장치 |
| CN121220031A (zh) * | 2023-05-10 | 2025-12-26 | 现代自动车株式会社 | 使用基于子块分割的帧间帧内联合预测的视频编码方法和装置 |
| CN120092447A (zh) * | 2023-07-18 | 2025-06-03 | 腾讯美国有限责任公司 | 子块级的基于模板匹配的帧内预测的变换选择 |
| WO2025221093A1 (ko) * | 2024-04-15 | 2025-10-23 | 현대자동차주식회사 | 기하학적 분할 모드에서의 변환 또는 역변환 방법 |
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| CN112291562A (zh) * | 2020-10-29 | 2021-01-29 | 郑州轻工业大学 | 针对h.266/vvc的快速cu分区和帧内模式决策方法 |
| CN112291562B (zh) * | 2020-10-29 | 2022-06-14 | 郑州轻工业大学 | 针对h.266/vvc的快速cu分区和帧内模式决策方法 |
| WO2022117089A1 (zh) * | 2020-12-03 | 2022-06-09 | Oppo广东移动通信有限公司 | 预测方法、编码器、解码器以及存储介质 |
| US12301792B2 (en) | 2020-12-03 | 2025-05-13 | Guangdong Oppo Mobile Telecommunications Corp., Ltd. | Intra-frame prediction methods, encoder, decoder and storage medium |
| US12355944B2 (en) | 2020-12-03 | 2025-07-08 | Guangdong Oppo Mobile Telecommunications Corp., Ltd. | Spatial angular partitioned weighted intra prediction using intra prediction directional modes to determine applied weight |
| CN113286144A (zh) * | 2021-03-24 | 2021-08-20 | 中山大学 | 基于Gabor的CU划分快速决策方法、装置及介质 |
| CN113286144B (zh) * | 2021-03-24 | 2022-07-29 | 中山大学 | 基于Gabor的CU划分快速决策方法、装置及介质 |
Also Published As
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|---|---|
| CN120321394A (zh) | 2025-07-15 |
| CN120302040A (zh) | 2025-07-11 |
| CN120302038A (zh) | 2025-07-11 |
| CN113924777B (zh) | 2025-06-24 |
| US20220191530A1 (en) | 2022-06-16 |
| CN120302039A (zh) | 2025-07-11 |
| KR20200110214A (ko) | 2020-09-23 |
| CN113924777A (zh) | 2022-01-11 |
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