WO2022186616A1 - 인트라 예측모드 유도를 이용하는 비디오 코딩방법 및 장치 - Google Patents
인트라 예측모드 유도를 이용하는 비디오 코딩방법 및 장치 Download PDFInfo
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Definitions
- the present disclosure relates to a video coding method and apparatus using derivation of an intra prediction mode.
- video data Since video data has a large amount of data compared to audio data or still image data, it requires a lot of hardware resources including memory to store or transmit itself without compression processing.
- an encoder when storing or transmitting video data, an encoder is used to compress and store or transmit the video data, and a decoder receives, decompresses, and reproduces the compressed video data.
- a video compression technique there are H.264/AVC, High Efficiency Video Coding (HEVC), and the like, and Versatile Video Coding (VVC), which improves encoding efficiency by about 30% or more compared to HEVC.
- An object of the present disclosure is to provide a video coding method and apparatus for deriving an intra prediction mode of a current block using reconstructed peripheral reference sample values and then generating a prediction block of the current block based on the derived prediction mode. There is this.
- an intra prediction method of a current block performed by an image decoding apparatus parsing a prediction mode derivation flag indicating whether a prediction mode of the current block is derived from a bitstream ; and checking the prediction mode induction flag, wherein when the prediction mode induction flag is true, determining a calculation region used for calculating gradient values from neighboring reconstructed samples of the current block; calculating a gradient histogram of directional modes in the calculation region for the current block; deriving a prediction mode of the current block based on the gradient histogram; and generating a prediction block of the current block by performing intra prediction using the derived prediction mode.
- a prediction mode derivation determining unit configured to parse a prediction mode derivation flag from a bitstream to determine whether to derive a prediction mode of a current block ; a gradient calculation area determining unit for determining a calculation area used for calculating gradient values from neighboring northern samples of the current block; a histogram calculation unit for calculating a gradient histogram of directional modes in the calculation region with respect to the current block; a prediction mode inducing unit for inducing a prediction mode of the current block based on the gradient histogram; and an intra prediction performing unit configured to generate a prediction block of the current block by performing intra prediction using the derived prediction mode.
- an intra prediction mode of the current block is derived using the reconstructed peripheral reference sample values, and then a prediction block of the current block is generated based on the derived prediction mode. And by providing the apparatus, there is an effect that it becomes possible to improve the encoding efficiency.
- FIG. 1 is an exemplary block diagram of an image encoding apparatus that can implement techniques of the present disclosure.
- FIG. 2 is a diagram for explaining a method of dividing a block using a QTBTTT structure.
- 3A and 3B are diagrams illustrating a plurality of intra prediction modes including wide-angle intra prediction modes.
- FIG. 4 is an exemplary diagram of a neighboring block of the current block.
- FIG. 5 is an exemplary block diagram of an image decoding apparatus capable of implementing the techniques of the present disclosure.
- FIG. 6 is a block diagram illustrating an intra prediction apparatus using prediction mode derivation according to an embodiment of the present disclosure.
- FIG. 7 is an exemplary diagram illustrating a calculation region used to calculate gradient values according to an embodiment of the present disclosure.
- FIG. 8 is an exemplary diagram illustrating a gradient histogram of directional modes according to an embodiment of the present disclosure.
- FIG. 9 is an exemplary diagram illustrating subsampled pixels for which gradient values are calculated, according to an embodiment of the present disclosure.
- FIG. 10 is an exemplary diagram illustrating weight values in a matrix form according to an embodiment of the present disclosure.
- FIG. 11 is an exemplary diagram illustrating derivation of a prediction mode during subblock division according to an embodiment of the present disclosure.
- FIG. 12 is a flowchart illustrating an intra prediction method using prediction mode derivation according to an embodiment of the present disclosure.
- FIG. 1 is an exemplary block diagram of an image encoding apparatus that can implement techniques of the present disclosure.
- an image encoding apparatus and sub-components of the apparatus will be described with reference to FIG. 1 .
- the image encoding apparatus includes a picture division unit 110 , a prediction unit 120 , a subtractor 130 , a transform unit 140 , a quantization unit 145 , a reordering unit 150 , an entropy encoding unit 155 , and an inverse quantization unit. 160 , an inverse transform unit 165 , an adder 170 , a loop filter unit 180 , and a memory 190 may be included.
- Each component of the image encoding apparatus may be implemented as hardware or software, or a combination of hardware and software.
- the function of each component may be implemented as software and the microprocessor may be implemented to execute the function of software corresponding to each component.
- One image is composed of one or more sequences including a plurality of pictures.
- Each picture is divided into a plurality of regions, and encoding is performed for each region.
- one picture is divided into one or more tiles and/or slices.
- 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).
- CTUs Coding Tree Units
- each CTU is divided into one or more CUs (Coding Units) by a tree structure.
- Information applied to each CU is encoded as a syntax of the CU, and information commonly applied to CUs included in one CTU is encoded as a syntax of the CTU.
- information commonly applied to all blocks in one slice is encoded as a syntax of a slice header
- information applied to all blocks constituting one or more pictures is a picture parameter set (PPS) or a picture. encoded in the header.
- PPS picture parameter set
- information commonly referenced by a plurality of pictures is encoded in a sequence parameter set (SPS).
- SPS sequence parameter set
- VPS video parameter set
- information commonly applied to one tile or tile group may be encoded as a syntax of a tile or tile group header. Syntaxes included in the SPS, PPS, slice header, tile, or tile group header may be referred to as high-level syntax.
- the picture divider 110 determines the size of a coding tree unit (CTU).
- CTU size Information on the size of the CTU (CTU size) is encoded as a syntax of the SPS or PPS and transmitted to the video decoding apparatus.
- the picture divider 110 divides each picture constituting an image into a plurality of coding tree units (CTUs) having a predetermined size, and then repeatedly divides the CTUs using a tree structure. (recursively) divide.
- a leaf node in the tree structure becomes a coding unit (CU), which is a basic unit of encoding.
- CU coding unit
- a quadtree in which a parent node (or parent node) is divided into four child nodes (or child nodes) of the same size, or a binary tree (BinaryTree) in which a parent node is divided into two child nodes , BT), or a ternary tree (TT) in which a parent node is divided into three child 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 have.
- a QuadTree plus BinaryTree (QTBT) structure may be used, or a QuadTree plus BinaryTree TernaryTree (QTBTTT) structure may be used.
- BTTT may be collectively referred to as a Multiple-Type Tree (MTT).
- MTT Multiple-Type Tree
- FIG. 2 is a diagram for explaining a method of dividing a block using a QTBTTT structure.
- the CTU may be first divided into a QT structure.
- the quadtree splitting 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 split 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 the BT, it may be further divided into any one or more of the BT structure or the TT structure.
- MaxBTSize maximum block size
- a plurality of division directions may exist in the BT structure and/or the TT structure. For example, there may be two directions in which the block of the corresponding node is divided horizontally and vertically.
- a second flag indicating whether or not nodes are split
- a flag indicating additional splitting direction vertical or horizontal
- split and/or split type Boary or Ternary
- a CU split flag (split_cu_flag) indicating whether the node is split is encoded it might be
- the CU split flag (split_cu_flag) value indicates that it is not split
- 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 coding.
- the CU split flag (split_cu_flag) value indicates to be split, the image encoding apparatus starts encoding from the first flag in the above-described manner.
- split_flag split flag indicating whether each node of the BT structure is split into blocks of a lower layer
- split type information indicating a split type are encoded by the entropy encoder 155 and transmitted to the image decoding apparatus.
- split_flag split flag
- the asymmetric form may include a form in which the block of the corresponding node is divided into two rectangular blocks having a size ratio of 1:3, or a form in which the block of the corresponding node is divided in a diagonal direction.
- a CU may have various sizes depending on 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 a square but also a rectangle.
- the prediction unit 120 generates a prediction block by predicting the current 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 may be predictively coded.
- the prediction of the current block is performed using an intra prediction technique (using data from the picture containing the current block) or inter prediction technique (using data from a picture coded before the picture containing the current block). can be performed.
- Inter prediction includes both uni-prediction and bi-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.
- a plurality of intra prediction modes exist according to a prediction direction.
- the plurality of intra prediction modes may include two non-directional modes including a planar mode and a DC mode and 65 directional modes. According to each prediction mode, the neighboring pixels to be used and the calculation expression are defined differently.
- directional modes (Nos. 67 to 80 and No. -1 to No. -14 intra prediction modes) 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, not prediction directions. The prediction direction is opposite to the direction indicated by the arrow.
- the wide-angle intra prediction modes are modes in which a specific directional mode is predicted in the opposite direction without additional bit transmission when the current block is rectangular. In this case, among the wide-angle intra prediction modes, some wide-angle intra prediction modes available for the current block may be determined by the ratio of the width to the height of the rectangular current block.
- the wide-angle intra prediction modes having an angle smaller than 45 degrees are available when the current block has a rectangular shape with a height smaller than the width, and a wide angle having an angle greater than -135 degrees.
- the intra prediction modes are available when the current block has a rectangular shape with a width greater than a height.
- the intra prediction unit 122 may determine an intra prediction mode to be used for encoding 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 bit rate distortion values using rate-distortion analysis for several tested intra prediction modes, and has the best bit rate distortion characteristics among the tested modes. An intra prediction mode may be selected.
- the intra prediction unit 122 selects one intra prediction mode from among a plurality of intra prediction modes, and predicts the current block by using a neighboring pixel (reference pixel) determined according to the selected intra prediction mode and an arithmetic expression.
- 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 by using 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 before the current picture, and generates a prediction block for the current block using the searched block. Then, a motion vector (MV) corresponding to displacement between the current block in the current picture and the prediction block in the reference picture is generated.
- MV motion vector
- motion estimation is performed for 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 and information on a motion vector used to predict the current block is encoded by the entropy encoder 155 and transmitted to the image decoding apparatus.
- the inter prediction unit 124 may perform interpolation on a reference picture or reference block in order to increase prediction accuracy. That is, subsamples between two consecutive integer samples are interpolated by applying filter coefficients to a plurality of consecutive integer samples including the two integer samples.
- the motion vector may be expressed up to the precision of the decimal unit rather than the precision of the integer sample unit.
- the precision or resolution of the motion vector may be set differently for each unit of a target region to be encoded, for example, a slice, a tile, a CTU, or a CU.
- AMVR adaptive motion vector resolution
- information on the motion vector resolution to be applied to each target region should be signaled for each target region.
- the target region is a CU
- information on motion vector resolution applied to each CU is signaled.
- the information on the motion vector resolution may be information indicating the precision of a differential motion vector, which will be described later.
- the inter prediction unit 124 may perform inter prediction using bi-prediction.
- bidirectional prediction two reference pictures and two motion vectors indicating the position of a block most similar to the current block in each reference picture are used.
- the inter prediction unit 124 selects a first reference picture and a second reference picture from the reference picture list 0 (RefPicList0) and the reference picture list 1 (RefPicList1), respectively, and searches for a block similar to the current block in each reference picture. A first reference block and a second reference block are generated. Then, the prediction block for the current block is generated by averaging or weighting the first reference block and the second reference block.
- motion information including information on two reference pictures and information on two motion vectors used to predict the current block is transmitted to the encoder 150 .
- the reference picture list 0 is composed of pictures before the current picture in display order among the restored pictures
- the reference picture list 1 is composed of pictures after the current picture in the display order among the restored pictures. have.
- the present invention is not limited thereto, and in display order, the restored pictures after the current picture may be further included in the reference picture list 0, and conversely, the restored pictures before the current picture are additionally added to the reference picture list 1. may be included.
- the motion information of the current block may be transmitted to the image decoding apparatus by encoding information for identifying the neighboring block. This method is called 'merge mode'.
- the inter prediction unit 124 selects a predetermined number of merge candidate blocks (hereinafter, referred to as 'merge candidates') from neighboring blocks of the current block.
- the left block (A0), the lower left block (A1), the upper block (B0), and the upper right block (B1) adjacent to the current block in the current picture. ), and all or part of the upper left block (A2) may be used.
- a block located in a reference picture (which may be the same as or different from the reference picture used to predict the current block) other than the current picture in which the current block is located may be used as a merge candidate.
- a block co-located with the current block in the reference picture or blocks adjacent to the co-located block may be further used as merge candidates. If the number of merge candidates selected by the above-described method is smaller than the preset number, a 0 vector is added to the merge candidates.
- the inter prediction unit 124 constructs a merge list including a predetermined number of merge candidates by using these neighboring blocks.
- a merge candidate to be used as motion information of the current block is selected from among the merge candidates included in the merge list, and merge index information for identifying the selected candidate is generated.
- the generated merge index information is encoded by the encoder 150 and transmitted to the image decoding apparatus.
- the merge skip mode is a special case of the merge mode. After performing quantization, when all transform coefficients for entropy encoding are close to zero, only neighboring block selection information is transmitted without transmission of a residual signal. By using the merge skip mode, it is possible to achieve relatively high encoding efficiency in an image with little motion, a still image, or a screen content image.
- merge mode and the merge skip mode are collectively referred to as a merge/skip mode.
- AMVP Advanced Motion Vector Prediction
- the inter prediction unit 124 derives motion vector prediction candidates for the motion vector of the current block using neighboring blocks of the current block.
- neighboring blocks used to derive prediction motion vector candidates the left block (A0), the lower left block (A1), the upper block (B0), and the upper right block (A0) adjacent to the current block in the current picture shown in FIG. B1), and all or part of the upper left block (A2) may be used.
- a block located in a reference picture (which may be the same as or different from the reference picture used to predict the current block) other than the current picture in which the current block is located is used as a neighboring block used to derive prediction motion vector candidates.
- a block co-located with the current block in the reference picture or blocks adjacent to the co-located block may be used. If the number of motion vector candidates is smaller than the preset number by the method described above, 0 vectors are added to the motion vector candidates.
- the inter prediction unit 124 derives prediction motion vector candidates by using the motion vectors of the neighboring blocks, and determines a predicted motion vector with respect to the motion vector of the current block by using the prediction motion vector candidates. Then, a differential motion vector is calculated by subtracting the predicted motion vector from the motion vector of the current block.
- the prediction motion vector may be obtained by applying a predefined function (eg, a median value, an average value operation, etc.) to the prediction motion vector candidates.
- a predefined function eg, a median value, an average value operation, etc.
- the image decoding apparatus also knows the predefined function.
- the neighboring block used to derive the prediction motion vector candidate is a block that has already been encoded and decoded
- the video decoding apparatus already knows the motion vector of the neighboring block. Therefore, the image encoding apparatus does not need to encode information for identifying the prediction motion vector candidate. Accordingly, in this case, information on a differential motion vector and information on a reference picture used to predict the current block are encoded.
- the prediction motion vector may be determined by selecting any one of the prediction motion vector candidates.
- information for identifying the selected prediction motion vector candidate is additionally encoded together with information on the differential motion vector and information on the reference picture used to predict the current block.
- 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 transforms 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 the residual signals in the residual block by using the entire size of the residual block as a transform unit, or divide the residual block into a plurality of sub-blocks and use the sub-blocks as transform units to perform transformation. You may.
- the residual signals may be transformed by dividing the sub-block into two sub-blocks, which are a transform region and a non-transform region, and use only the transform region sub-block as a transform 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).
- the flag (cu_sbt_flag) indicating that only the subblock is transformed, the vertical/horizontal information (cu_sbt_horizontal_flag), and/or the position information (cu_sbt_pos_flag) are encoded by the entropy encoder 155 and signaled to the video 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.
- the transform unit 140 may separately transform the residual block in a horizontal direction and a vertical direction.
- various types of transformation functions or transformation matrices may be used.
- a pair of transform functions for horizontal transformation and vertical transformation may be defined as a multiple transform set (MTS).
- the transform unit 140 may select one transform function pair having the best transform efficiency among MTSs and transform the residual blocks in horizontal and vertical directions, respectively.
- Information (mts_idx) on the transform function pair selected from among MTS is encoded by the entropy encoder 155 and signaled to the image decoding apparatus.
- the quantization unit 145 quantizes the transform coefficients output from the transform unit 140 using a quantization parameter, and outputs the quantized transform coefficients to the entropy encoding unit 155 .
- the quantization unit 145 may directly quantize a related residual block for a certain block or frame without transformation.
- the quantization unit 145 may apply different quantization coefficients (scaling values) according to positions of the transform coefficients in the transform block.
- a quantization matrix applied to two-dimensionally arranged quantized transform coefficients may be encoded and signaled to an image decoding apparatus.
- the rearrangement unit 150 may rearrange the coefficient values on the quantized residual values.
- the reordering unit 150 may change a two-dimensional coefficient array into a one-dimensional coefficient sequence by using coefficient scanning. For example, the reordering unit 150 may output a one-dimensional coefficient sequence by scanning from DC coefficients to coefficients in a high frequency region using a zig-zag scan or a diagonal scan. .
- a vertical scan for scanning a two-dimensional coefficient array in a column direction and a horizontal scan for scanning a two-dimensional block shape coefficient in a row direction may be used instead of the zig-zag scan according to the size of the transform unit and the intra prediction mode. That is, a scanning method to be used among a zig-zag scan, a diagonal scan, a vertical scan, and a horizontal scan may be determined 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) and Exponential Golomb to convert the one-dimensional quantized transform coefficients output from the reordering unit 150 .
- CABAC Context-based Adaptive Binary Arithmetic Code
- Exponential Golomb Exponential Golomb
- the entropy encoder 155 encodes information such as a CTU size, a CU split flag, a QT split flag, an MTT split type, an MTT split direction, etc. related to block splitting, so that the video decoding apparatus divides the block in the same way as the video encoding apparatus. to be able to divide. Also, the entropy encoding unit 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 (information on an encoding mode (merge mode or AMVP mode) of motion information, a merge index in the case of a merge mode, and a reference picture index and information on a differential motion vector in the case of an AMVP mode) is encoded.
- the entropy encoder 155 encodes information related to quantization, that is, information about a quantization parameter and information about a quantization matrix.
- 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 restores the residual block by transforming the transform coefficients output from the inverse quantization unit 160 from the frequency domain to the spatial domain.
- the addition unit 170 restores the current block by adding the reconstructed residual block to the prediction block generated by the prediction unit 120 . Pixels in the reconstructed current block are used as reference pixels when intra-predicting the next block.
- the loop filter unit 180 reconstructs pixels to reduce blocking artifacts, ringing artifacts, blurring artifacts, etc. generated due to block-based prediction and transformation/quantization. filter on them.
- the filter unit 180 may include all or a part of a deblocking filter 182, a sample adaptive offset (SAO) filter 184, and an adaptive loop filter (ALF) 186 as an in-loop filter. .
- SAO sample adaptive offset
- ALF adaptive loop filter
- the deblocking filter 182 filters the boundary between the reconstructed blocks in order to remove a blocking artifact caused by block-by-block encoding/decoding, and the SAO filter 184 and alf 186 deblocking filtering Additional filtering is performed on the captured image.
- the SAO filter 184 and the alf 186 are filters used to compensate for the difference between the reconstructed pixel and the original pixel caused by lossy coding.
- the SAO filter 184 improves encoding efficiency as well as subjective image quality by applying an offset in units of CTUs.
- the ALF 186 performs block-by-block filtering, and compensates for distortion by applying different filters by classifying the edge of the corresponding block and the degree of change.
- Information on filter coefficients to be used for ALF may be encoded and signaled to an image decoding apparatus.
- the restored block filtered through the deblocking filter 182 , the SAO filter 184 , and the ALF 186 is stored in the memory 190 .
- the reconstructed picture may be used as a reference picture for inter prediction of blocks in a picture to be encoded later.
- FIG. 5 is an exemplary 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. 5 .
- the image decoding apparatus includes an entropy decoding unit 510, a reordering unit 515, an inverse quantization unit 520, an inverse transform unit 530, a prediction unit 540, an adder 550, a loop filter unit 560, and a memory ( 570) may be included.
- each component of the image decoding apparatus may be implemented as hardware or software, or a combination of hardware and software.
- the function of each component may be implemented as software and the microprocessor may be implemented to execute the function of software corresponding to each component.
- the entropy decoding unit 510 decodes the bitstream generated by the image encoding apparatus and extracts information related to block division to determine a current block to be decoded, and prediction information and residual signal required to reconstruct the current block. extract information, etc.
- the entropy decoder 510 extracts information on the CTU size from a sequence parameter set (SPS) or a picture parameter set (PPS) to determine the size of the CTU, 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 division information on the CTU.
- SPS sequence parameter set
- PPS picture parameter set
- a first flag (QT_split_flag) related to QT splitting is first extracted and each node is split into four nodes of a lower layer.
- the second flag (MTT_split_flag) related to the split of MTT and the split direction (vertical / horizontal) and / or split type (binary / ternary) information are extracted and the corresponding leaf node is set to MTT split into structures. Accordingly, each node below the leaf node of the QT is recursively divided into a BT or TT structure.
- a CU split flag (split_cu_flag) indicating whether a CU is split is extracted first, and when the block is split, a first flag (QT_split_flag) is extracted.
- each node may have zero or more repeated MTT splits after zero or more repeated QT splits. For example, in the CTU, MTT division may occur immediately, or conversely, only multiple QT divisions may occur.
- a first flag (QT_split_flag) related to QT splitting is extracted and each node is split into four nodes of a lower layer. And, for a node corresponding to a leaf node of QT, a split flag (split_flag) indicating whether to further split into BT and split direction information are extracted.
- the entropy decoding unit 510 determines a current block to be decoded by using the tree structure division, information on a prediction type indicating whether the current block is intra-predicted or inter-predicted is extracted.
- the prediction type information indicates intra prediction
- the entropy decoder 510 extracts a syntax element for intra prediction information (intra prediction mode) of the current block.
- the prediction type information indicates inter prediction
- the entropy decoding unit 510 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 510 extracts quantization-related information and information on quantized transform coefficients of the current block as information on the residual signal.
- the reordering unit 515 re-orders the sequence of one-dimensional quantized transform coefficients entropy-decoded by the entropy decoding unit 510 in a reverse order of the coefficient scanning order performed by the image encoding apparatus into a two-dimensional coefficient array (that is, block) can be changed.
- the inverse quantization unit 520 inversely quantizes the quantized transform coefficients and inversely quantizes the quantized transform coefficients using the quantization parameter.
- the inverse quantizer 520 may apply different quantization coefficients (scaling values) to the two-dimensionally arranged quantized transform coefficients.
- the inverse quantizer 520 may perform inverse quantization by applying a matrix of quantization coefficients (scaling values) from the image encoding apparatus to a two-dimensional array of quantized transform coefficients.
- the inverse transform unit 530 inversely transforms the inverse quantized transform coefficients from the frequency domain to the spatial domain to reconstruct residual signals to generate a residual block for the current block.
- the inverse transform unit 530 when the inverse transform unit 530 inversely transforms only a partial region (subblock) of the transform block, a flag (cu_sbt_flag) indicating that only the subblock of the transform block has been transformed, and vertical/horizontal information (cu_sbt_horizontal_flag) of the subblock ) and/or subblock position information (cu_sbt_pos_flag), and by inversely transforming the transform coefficients of the corresponding subblock from the frequency domain to the spatial domain, the residual signals are restored. By filling in , the final residual block for the current block is created.
- the inverse transform unit 530 determines a transform function or a transform matrix to be applied in the horizontal and vertical directions, respectively, using the MTS information (mts_idx) signaled from the image encoding apparatus, and uses the determined transform function. Inverse transform is performed on transform coefficients in the transform block in the horizontal and vertical directions.
- the predictor 540 may include an intra predictor 542 and an inter predictor 544 .
- the intra prediction unit 542 is activated when the prediction type of the current block is intra prediction
- the inter prediction unit 544 is activated when the prediction type of the current block is inter prediction.
- the intra prediction unit 542 determines the intra prediction mode of the current block from among the plurality of intra prediction modes from the syntax elements for the intra prediction mode extracted from the entropy decoding unit 510, and references the vicinity of the current block according to the intra prediction mode. Predict the current block using pixels.
- the inter prediction unit 544 determines a motion vector of the current block and a reference picture referenced by the motion vector by using the syntax element for the inter prediction mode extracted from the entropy decoding unit 510, and divides the motion vector and the reference picture. is used to predict the current block.
- the adder 550 reconstructs 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. Pixels in the reconstructed current block are used as reference pixels when intra-predicting a block to be decoded later.
- the loop filter unit 560 may include a deblocking filter 562 , an SAO filter 564 , and an ALF 566 as an in-loop filter.
- the deblocking filter 562 deblocks and filters the boundary between the reconstructed blocks in order to remove a blocking artifact caused by block-by-block decoding.
- the SAO filter 564 and the ALF 566 perform 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 filter coefficients of the ALF are determined using information about the filter coefficients decoded from the non-stream.
- the restored block filtered through the deblocking filter 562 , the SAO filter 564 , and the ALF 566 is stored in the memory 570 .
- the reconstructed picture is used as a reference picture for inter prediction of blocks in a picture to be encoded later.
- This embodiment relates to encoding and decoding of an image (video) as described above. More specifically, a video coding method and apparatus are provided for deriving an intra prediction mode of a current block using reconstructed neighboring reference sample values, and then generating a prediction block of the current block based on the derived prediction mode.
- the following embodiments may be applied to the entropy decoding unit 510 and the intra prediction unit 542 in the image decoding apparatus. Also, it may be applied to the intra prediction unit 122 in the image encoding apparatus.
- the aspect ratio of the block is defined as a value obtained by dividing the horizontal length (W: Width) of the block by the vertical length (H: Height), that is, the ratio between the horizontal length and the vertical length.
- intra prediction will be described centering on an image decoding apparatus, and if necessary for convenience, an image encoding apparatus may be referred to. Also, the following description may be similarly applied to an image encoding apparatus.
- the phrase that the image decoding apparatus or the entropy decoding unit 510 in the image decoding apparatus decodes data from the bitstream and the phrase that the data is parsed may be used interchangeably.
- ISPs Intra Prediction and Intra Sub-Partitions
- the intra prediction mode of the luma block has a segmented directional mode (ie, 2 to 66) in addition to the non-directional mode (ie, Planar and DC), as illustrated in FIG. 3A .
- the intra prediction mode of the luma block has directional modes (-14 to -1 and 67 to 80) according to the wide-angle intra prediction.
- an intra prediction mode is shared among all subblocks, but a transform can be applied to each subblock.
- the sub-division of the block may be horizontal or vertical division.
- a large block before being subdivided is referred to as a current block, and each of the subdivided small blocks is expressed as a subblock.
- the operation of the ISP technology is as follows.
- the video encoding apparatus transmits intra_subpartitions_mode_flag and intra_subpartitions_split_flag when the ISP activation flag sps_isp_enabled_flag on the upper step SPS is true.
- the image decoding apparatus first parses the ISP activation flag sps_isp_enabled_flag from the bitstream. When the ISP activation flag is true, the image decoding apparatus may decode intra_subpartitions_mode_flag and intra_subpartitions_split_flag from the bitstream.
- the video encoding apparatus signals intra_subpartitions_mode_flag indicating whether to apply ISP and intra_subpartitions_split_flag indicating the subdivision method to the video decoding apparatus.
- Table 1 shows the sub-division types IntraSubPartitionsSplitType according to intra_subpartitions_mode_flag and intra_subpartitions_split_flag.
- ISP technology sets the split type IntraSubPartitionsSplitType as follows.
- IntraSubPartitionsSplitType is set to 0, and subblock division is not performed (ISP_NO_SPLIT). That is, the ISP does not apply.
- IntraSubPartitionsSplitType is 1
- intra_subpartitions_mode_flag is 1
- intra_subpartitions_split_flag is 0.
- intra_subpartitions_mode_flag is expressed as a sub-block division application flag
- intra_subpartitions_split_flag is expressed as a sub-block division direction flag
- IntraSubPartitionsSplitType is expressed as a sub-block division type.
- FIG. 6 is a block diagram illustrating an intra prediction apparatus using prediction mode derivation according to an embodiment of the present disclosure.
- the intra prediction apparatus calculates a histogram from the gradients of the restored surrounding reference sample values, derives the intra prediction mode of the current block using the calculated histogram, and then returns to the derived prediction mode. Based on the prediction block of the current block is generated.
- the intra prediction apparatus includes all or part of a prediction mode induction determination unit 602, a gradient calculation area determination unit 604, a histogram calculation unit 606, a prediction mode induction unit 608, and an intra prediction performing unit 610 do.
- the prediction mode induction determining unit 602 determines whether to induce the intra prediction mode by parsing a flag indicating whether the prediction mode of the current block is derived.
- a flag indicating whether the prediction mode of the current block is derived.
- the prediction mode induction flag may be set by the image encoding apparatus in terms of bit rate distortion optimization and then transmitted to the image decoding apparatus. After decoding the prediction mode induction flag from the bitstream, the image decoding apparatus may perform the steps described later. Meanwhile, the image encoding apparatus may obtain a prediction mode induction flag from a high level and perform subsequent steps.
- the intra prediction apparatus When the prediction mode induction flag is true, the intra prediction apparatus induces the intra prediction mode based on neighboring reconstructed samples of the current block while omitting the parsing of the intra prediction mode of the current block. In this case, when the current block cannot use left and/or upper reference samples including a picture boundary, a slice boundary, or a tile boundary, decoding of the prediction mode induction flag may be implicitly omitted.
- the intra prediction apparatus generates one or more flags from the bitstream to determine whether the prediction mode of the current block is a non-directional mode such as a planar, a DC mode, or a matrix-based mode, before determining whether to derive the prediction mode. can be parsed.
- the prediction mode induction determining unit 602 may parse the prediction mode induction flag and then determine whether the prediction mode induction or not.
- the intra prediction apparatus decodes the subblock division application flag from the bitstream, and whether the ISP technique is applied, that is, the subblock of the current block You can decide whether to split.
- FIG. 7 is an exemplary diagram illustrating a calculation region used to calculate gradient values according to an embodiment of the present disclosure.
- the gradient calculation area determiner 604 determines a calculation area used to calculate gradient values from neighboring reconstructed samples of the current block in order to derive the intra prediction mode. As illustrated in FIG. 7 , 3 lines of reconstruction reference pixels positioned on the left and upper sides of the current block in the reconstruction area may be used as the gradient calculation area. In the example of FIG. 7 , the length M of the upper reference samples and the length N of the left reference samples may be set based on the width W and the height H of the current block.
- M is set to a value such as W+3, 2*W+3, W+H+3, and N is H+3, It can be set to a value such as 2*H+3 or W+H+3.
- the gradient calculation region determiner 604 may parse a flag indicating the calculation region from the bitstream, and set a region to be used as the calculation region from the left side or the upper end of the current block based on the current block.
- the gradient calculation region determiner 604 may parse an index indicating the calculation region from the bitstream, and determine a region to be used as the calculation region among the left, top, or left/top based on the current block.
- the calculation region may be implicitly determined according to an agreement between the image encoding apparatus and the image decoding apparatus. In this case, the operation of the gradient calculation region determiner 604 may be omitted.
- the histogram calculation unit 606 calculates a gradient histogram (H( )) of directional modes in the gradient calculation area.
- H( ) a gradient histogram
- vertical and horizontal gradient values may be calculated in a 3 ⁇ 3 area, a 3 ⁇ 1 area, or a 1 ⁇ 3 area based on reconstructed reference samples positioned on second lines.
- the histogram calculator 606 may calculate the gradient using an edge detection filter such as a Sobel filter or a Prewitt filter.
- Table 2 shows examples of filters used in the calculation of gradients.
- the histogram calculator 606 may determine the gradient direction ⁇ and the gradient magnitude I in the corresponding pixel as shown in Equation 1 based on the calculated vertical/horizontal direction gradient Gv/Gh.
- FIG. 8 is an exemplary diagram illustrating a gradient histogram of directional modes according to an embodiment of the present disclosure.
- the histogram calculation unit 606 calculates the directional mode of intra prediction closest to the corresponding direction according to the gradient direction ⁇ for the pixels in the calculation area, and then accumulates the gradient size I in the histogram of the directional mode, as shown in FIG. Create a gradient histogram H() of the directional modes, as illustrated.
- the histogram calculator 606 may subsample the pixels based on a preset sampling interval and then calculate the gradient histogram for the subsampled pixels as in the example of FIG. 9 .
- the sampling interval and subsampling positions of the pixels may be defined according to an agreement between the image encoding apparatus and the image decoding apparatus.
- the sampling interval and subsampling positions of pixels may be determined based on the current block size and/or the aspect ratio of the current block.
- the prediction mode inducing unit 608 induces the prediction mode of the current block based on the gradient histogram as illustrated in FIG. 8 .
- the derived intra prediction mode may be a directional mode or a non-directional mode.
- the derived intra prediction mode may include both a directional mode and a non-directional mode.
- the prediction mode inducing unit 608 may induce the directional mode as follows.
- the prediction mode inducing unit 608 may determine the mode M b having the largest value among the calculated histograms as the intra prediction mode of the current block.
- the prediction mode inducing unit 608 may determine the mode M b having the first large value and the mode M a having the second large value as the intra prediction modes of the current block. With respect to the prediction signals P 1 and P 2 predicted using these two modes M b and M a , the intra prediction apparatus weights and sums the prediction signals using the weights according to the histogram values of the two modes, so that the final prediction signal can create
- the prediction mode inducing unit 608 additionally parses a flag indicating one of the mode M b having the largest gradient histogram value and the mode M a having the second largest value, and according to the parsed flag value, The prediction mode can be determined.
- this flag is called a prediction mode indication flag.
- the prediction mode inducing unit 608 may parse the prediction mode indication flag from the bitstream when the difference between the histogram values of the two modes is equal to or less than a preset threshold. On the other hand, when the difference between the histogram values of the two modes is greater than a preset threshold, the prediction mode inducing unit 608 may omit the parsing of the prediction mode indication flag.
- the prediction mode inducing unit 608 may omit parsing of the prediction mode indication flag.
- the prediction mode inducing unit 608 may determine the prediction mode by parsing the index of the delta mode from the bitstream with respect to the basic mode having the largest value of the histogram.
- the delta mode may be an offset to the base mode.
- the prediction mode inducing unit 608 may determine the prediction mode by adding the delta mode to the basic mode.
- the index indicating the delta mode may be set according to an agreement between the image encoding apparatus and the image decoding apparatus.
- the delta mode may be changed according to the basic mode.
- the prediction mode inducing unit 608 may induce the non-directional mode as follows.
- the prediction mode inducing unit 608 may determine the non-directional mode as the prediction mode of the current block.
- the non-directional mode may be a DC mode or a planar mode, and the prediction mode inducing unit 608 may always determine the prediction mode of the current block as the DC mode (or planar mode).
- the prediction mode inducing unit 608 may parse a flag indicating one of them from the bitstream, and then determine one of the two modes according to the parsed flag.
- the preset threshold may be set according to an agreement between the image encoding apparatus and the image decoding apparatus, or may be transmitted from the image encoding apparatus to the image image decoding apparatus for each unit such as a higher-level picture or slice.
- the prediction mode inducing unit 608 sets the non-directional mode to the current block. can be determined by the prediction mode of
- the preset threshold may be determined based on the size of the current block.
- the prediction mode inducing unit 608 determines the non-directional mode as the prediction mode of the current block.
- the prediction mode inducing unit 608 determines the non-directional mode as the prediction mode of the current block.
- the prediction mode inducing unit 608 may determine the non-directional mode as the prediction mode of the current block. Also, when the value obtained by dividing the histogram value of the directional mode having the largest value by the number of gradients used for calculating the histogram is less than a preset threshold, the prediction mode inducing unit 608 determines the non-directional mode as the prediction mode of the current block.
- the number of pixels used for calculating the gradient may be 9 or 3 times the number of gradients used for calculating the histogram.
- the prediction mode inducing unit 608 may add the non-directional mode as the prediction mode of the current block.
- the added non-directional mode may be set according to an agreement between the image encoding apparatus and the image decoding apparatus.
- the intra prediction performing unit 610 generates a prediction block of the current block by performing intra prediction using the derived prediction mode.
- the intra prediction performing unit 610 may perform intra prediction by using reference samples included in the left and upper lines closest to the current block among the left and upper reconstructed reference samples without additional parsing.
- the intra-prediction performing unit 610 may determine which reference sample lines to be used for intra prediction by parsing an index designating which reference sample line among the multi-line reference samples to be used.
- the intra prediction performer 610 may generate a signal P 1 predicted by the directional mode M b having the largest value among the gradient histograms as the prediction signal P d .
- the intra prediction performing unit 610 predicts the signal P 1 predicted by the directional mode M b having the largest value and the prediction signal P predicted by the mode M a having the second largest value among the gradient histograms. 2 can be weighted to generate a prediction signal P d .
- weight values may be determined in proportion to the histogram values of each mode.
- the intra prediction performer 610 may additionally use a preset non-directional mode (eg, Planar). As shown in Equation 4, the intra prediction performing unit 610 weights and sums the prediction signal P d generated according to the directional mode prediction and the prediction signal P nd predicted in the non-directional mode to generate the final prediction signal P.
- a preset non-directional mode eg, Planar
- weight values w 1 and w 2 used for the weighted sum may be in the form of a scalar or a matrix. These weight values may be set according to an agreement between the image encoding apparatus and the image decoding apparatus.
- FIG. 10 is an exemplary diagram illustrating weight values in a matrix form according to an embodiment of the present disclosure.
- matrix-type weight values may be determined based on the directional mode.
- the matrix may be implemented in such a way that the weight value decreases as the sample of the current block moves away from the reference sample used for prediction according to the prediction mode.
- the intra prediction performer 610 may determine a weight value or a weight matrix by parsing an index indicating one of k predefined weight values or matrices from the bitstream.
- the divided subblocks may share the derived prediction mode of the current block as the same intra prediction mode.
- the intra prediction apparatus may derive the prediction mode of the current subblock based on the reconstructed samples of the reconstructed previous subblock, and then perform intra prediction on the current subblock using the derived prediction mode. In this case, whether to induce a prediction mode for each subblock may be implicitly determined based on the size of the subblocks.
- the intra prediction apparatus may derive the prediction mode of the current subblock based on reconstructed samples of the previous subblock.
- the prediction mode of the current subblock may be similarly derived for the subblocks partitioned in the horizontal direction.
- the intra prediction apparatus may sequentially reconstruct each subblock and perform intra prediction of the current subblock using the reconstructed reference sample reconstructed in the previous subblock.
- FIG. 12 is a flowchart illustrating an intra prediction method using prediction mode derivation according to an embodiment of the present disclosure.
- the image decoding apparatus parses a prediction mode induction flag indicating whether the prediction mode of the current block is derived from the bitstream (S1200). Meanwhile, the prediction mode induction flag may be set by the image encoding apparatus in terms of bit rate distortion optimization and then transmitted to the image decoding apparatus.
- parsing of the prediction mode induction flag may be implicitly omitted.
- the image decoding apparatus before determining whether to derive the prediction mode, the image decoding apparatus generates one or more flags indicating whether the prediction mode of the current block is a non-directional mode such as a planar, a DC mode, or a matrix-based mode from the bitstream. can be parsed. When all the corresponding flags are false, the prediction mode induction flag may be parsed.
- the image decoding apparatus checks the prediction mode induction flag (S1202).
- the image decoding apparatus may parse the prediction mode of the current block from the bitstream and then generate the prediction block of the current block by using the parsed prediction mode.
- the image decoding apparatus performs the following steps S1210 to S1216 while omitting the parsing of the intra prediction mode of the current block.
- the image decoding apparatus determines a calculation region used to calculate gradient values from the surrounding reconstructed samples of the current block (S1210).
- the image decoding apparatus may determine three lines of reconstructed reference pixels positioned on the left and upper sides of the current block as the calculation area.
- the length of the calculation area located on the left and upper side may be set based on the width and height of the current block.
- the image decoding apparatus may parse a flag indicating the calculation region from the bitstream, and set a region to be used as the calculation region from the left side or the top of the current block based on the current block.
- the calculation region may be implicitly determined according to an agreement between the image encoding apparatus and the image decoding apparatus.
- the step of determining the calculation area may be omitted.
- the image decoding apparatus calculates the gradient histogram of the directional modes in the calculation region for the current block (S1212).
- the image decoding apparatus calculates vertical and horizontal gradient values for reconstructed reference samples located in second lines with respect to the current block by using a preset boundary detection filter.
- the image decoding apparatus calculates a gradient direction and a gradient magnitude in the reconstructed reference samples located in the second lines by using the vertical and horizontal gradient values.
- the image decoding apparatus calculates the gradient histogram of the directional modes by calculating the directional mode of the intra prediction closest to the gradient direction and accumulating the gradient size in the histogram corresponding to the calculated directional mode.
- the image decoding apparatus may subsample reconstructed reference samples positioned in second lines based on a preset sampling interval, and then calculate a gradient histogram for the subsampled pixels.
- the preset sampling interval and positions of subsampled pixels may be defined according to a contract between the image encoding apparatus and the image decoding apparatus.
- the sampling interval and subsampling positions of pixels may be determined based on the current block size and/or the aspect ratio of the current block.
- the image decoding apparatus induces the prediction mode of the current block based on the gradient histogram (S1214).
- the derived intra prediction mode may be a directional mode or a non-directional mode.
- the image decoding apparatus may induce the directional mode as follows.
- the image decoding apparatus may determine the first directional mode having the largest value among the gradient histograms as the prediction mode of the current block.
- the image decoding apparatus may determine the first directional mode having the largest value and the second directional mode having the second largest value among the gradient histograms as prediction modes of the current block.
- the image decoding apparatus may further parse a prediction mode indication flag indicating one of the first directional mode and the second directional mode, and determine the prediction mode of the current block according to the parsed flag value.
- the image decoding apparatus may parse the prediction mode indication flag from the bitstream.
- the image decoding apparatus may omit parsing of the prediction mode indication flag.
- the image decoding apparatus may omit parsing of the prediction mode indication flag.
- the image decoding apparatus may induce the non-directional mode as follows.
- the image decoding apparatus may determine the non-directional prediction mode as the prediction mode of the current block.
- the non-directional mode may be a DC mode or a planar mode.
- the image decoding apparatus may determine the non-directional prediction mode as the prediction mode of the current block.
- the image decoding apparatus may determine the non-directional prediction mode as the prediction mode of the current block.
- the image decoding apparatus generates a prediction block of the current block by performing intra prediction using the derived prediction mode (S1216).
- the image decoding apparatus may perform intra prediction using reference samples included in left and upper lines closest to the current block among left and upper reconstructed reference samples without additional parsing.
- the image decoding apparatus may determine reference sample lines to be used for intra prediction by parsing an index designating which reference sample line among multi-line reference samples to be used from the bitstream.
- the image decoding apparatus generates a first prediction block of the current block using the first directional mode, generates a second prediction block of the current block using the second directional mode, and then generates the first prediction block And by weighting the second prediction block, it is possible to generate a prediction block of the current block.
- weight values may be determined in proportion to the histogram values of each mode.
- non-transitory recording medium includes, for example, any type of recording device 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 (20)
- 영상 복호화 장치가 수행하는, 현재블록의 인트라 예측방법에 있어서,비트스트림으로부터 상기 현재블록의 예측모드의 유도(derivation) 여부를 지시하는 예측모드유도 플래그를 파싱하는 단계; 및상기 예측모드유도 플래그를 확인하는 단계를 포함하되,상기 예측모드유도 플래그가 참인 경우,상기 현재블록의 주변 복원샘플들로부터 그래디언트(gradient) 값들의 산정에 이용되는 산정영역을 결정하는 단계;상기 현재블록에 대해, 상기 산정영역에서 방향성 모드들의 그래디언트 히스토그램(histogram)을 산정하는 단계;상기 그래디언트 히스토그램을 기반으로 상기 현재블록의 예측모드를 유도하는 단계; 및상기 유도된 예측모드를 이용하여 인트라 예측을 수행함으로써, 상기 현재블록의 예측블록을 생성하는 단계를 포함하는 것을 특징으로 하는, 인트라 예측방법.
- 제1항에 있어서,상기 현재블록의 예측모드가 비방향성 모드들 중의 하나인지를 지시하는 하나 또는 다수의 플래그들을 상기 비트스트림으로부터 파싱하는 단계를 더 포함하고, 상기 비방향성 모드들 중 하나를 지시하는 플래그들이 모두 거짓인 경우, 상기 예측모드유도 플래그를 파싱하는 것을 특징으로 하는, 인트라 예측방법.
- 제1항에 있어서,상기 예측모드유도 플래그가 참인 경우, 서브블록 분할적용 플래그를 비트스트림으로부터 파싱하여, 상기 현재블록의 서브블록 분할 여부를 결정하는 것을 특징으로 하는, 인트라 예측방법.
- 제1항에 있어서,상기 산정영역을 결정하는 단계는,상기 현재블록을 기준으로 좌측과 상단 각각에 위치하는 3 줄들의 복원 참조 픽셀들을 상기 산정영역으로 결정하되, 좌측과 상단에 위치하는 상기 산정영역의 길이는 상기 현재블록의 너비 및 높이에 기초하여 설정되는 것을 특징으로 하는, 인트라 예측방법.
- 제1항에 있어서,상기 산정영역을 지시하는 플래그를 상기 비트스트림으로부터 파싱하는 단계를 더 포함하되, 상기 산정영역을 지시하는 플래그에 따라, 상기 현재블록을 기준으로 좌측 또는 상단 중에서 산정영역을 설정하는 것을 특징으로 하는, 인트라 예측방법.
- 제1항에 있어서,상기 히스토그램을 산정하는 단계는,상기 현재블록을 기준으로 2 번째 라인들에 위치하는 복원 참조샘플들에 대해, 기설정된 경계 검출 필터(edge detection filter)를 이용하여 수직 방향과 수평 방향 그래디언트 값들을 계산하는 것을 특징으로 하는, 인트라 예측방법.
- 제6항에 있어서,상기 히스토그램을 산정하는 단계는,상기 수직 방향과 수평 방향 그래디언트 값들을 이용하여, 상기 2 번째 라인들에 위치하는 복원 참조샘플들에서의 그래디언트 방향 및 그래디언트 크기를 계산하고, 상기 그래디언트 방향에 가장 가까운 인트라 예측의 방향성 모드를 계산하며, 상기 방향성 모드에 해당하는 히스토그램에 상기 그래디언트 크기를 누적하는 것을 특징으로 하는, 인트라 예측방법.
- 제6항에 있어서,상기 히스토그램을 산정하는 단계는,기설정된 샘플링 간격을 기준으로 상기 2 번째 라인들에 위치하는 복원 참조샘플들을 서브샘플링한 후, 상기 서브샘플링된 픽셀들에 대해 상기 그래디언트 히스토그램을 산정하는 것을 특징으로 하는, 인트라 예측방법.
- 제8항에 있어서,상기 기설정된 샘플링 간격 및 상기 서블샘플링되는 픽셀들의 위치들은,상기 현재블록의 크기 및/또는 종횡비(aspect ratio)에 기초하여 결정되는 것을 특징으로 하는, 인트라 예측방법.
- 제1항에 있어서,상기 예측모드를 유도하는 단계는,상기 그래디언트 히스토그램 중, 가장 큰 값을 갖는 제1 방향성 모드를 상기 현재블록의 예측모드로 결정하는 것을 특징으로 하는, 인트라 예측방법.
- 제1항에 있어서,상기 예측모드를 유도하는 단계는,상기 그래디언트 히스토그램 중, 가장 큰 값을 갖는 제1 방향성 모드, 및 두 번째 큰 값을 갖는 제2 방향성 모드를 상기 현재블록의 예측모드들로 결정하는 것을 특징으로 하는, 인트라 예측방법.
- 제10항에 있어서,상기 예측모드를 유도하는 단계는,상기 제1 방향성 모드의 히스토그램 값이 기설정된 제1 임계치보다 작거나 상기 그래디언트 히스토그램의 값들의 합이 기설정된 제2 임계치보다 작은 경우, 비방향성 예측모드를 상기 현재블록의 예측모드로 결정하는 것을 특징으로 하는, 인트라 예측방법.
- 제10항에 있어서,상기 예측모드를 유도하는 단계는,상기 제1 방향성 모드의 히스토그램 값과 상기 그래디언트 히스토그램의 값들의 합 간의 비율이 기설정된 비율보다 작은 경우, 비방향성 예측모드를 상기 현재블록의 예측모드로 결정하는 것을 특징으로 하는, 인트라 예측방법.
- 제3항에 있어서,상기 서브블록 분할적용 플래그가 참인 경우, 상기 현재블록을 서브블록들로 분할하고, 상기 서브블록들의 동일한 인트라 예측모드로서, 상기 현재블록의 유도된 예측모드를 공유하는 것을 특징으로 하는, 인트라 예측방법.
- 제3항에 있어서,상기 서브블록 분할적용 플래그가 참인 경우, 상기 현재블록을 서브블록들로 분할하고, 복원된 이전 서브블록의 복원 샘플들을 기반으로 현재 서브블록의 예측모드를 유도하되, 상기 서브블록들의 크기에 기반하여 각 서브블록의 예측모드 유도 여부가 암묵적으로 결정되는 것을 특징으로 하는, 인트라 예측방법.
- 제11항에 있어서,상기 예측블록을 생성하는 단계는,상기 제1 방향성 모드를 이용하여 상기 현재블록의 제1 예측블록을 생성하고, 상기 제2 방향성 모드를 이용하여 상기 현재블록의 제2 예측블록을 생성한 후, 상기 제1 예측블록 및 제2 예측블록을 가중합하여, 상기 현재블록의 예측블록을 생성하는 것을 특징으로 하는, 인트라 예측방법.
- 제11항에 있어서,상기 예측블록을 생성하는 단계는,상기 현재블록의 예측모드들이 방향성 모드들인 경우, 비방향성 모드를 추가적으로 이용하되, 상기 비방향성 모드를 이용하여 상기 현재블록의 제3 예측블록을 생성한 후, 상기 제1 예측블록, 상기 제2 예측블록, 및 상기 제3 예측블록을 가중합하여, 상기 현재 블록의 예측블록을 생성하는 것을 특징으로 하는, 인트라 예측방법.
- 비트스트림으로부터 예측모드유도 플래그를 파싱하여, 현재블록의 예측모드의 유도(derivation) 여부를 결정하는 예측모드 유도여부 결정부;상기 현재블록의 주변 북원샘플들로부터 그래디언트(gradient) 값들의 산정에 이용되는 산정영역을 결정하는 그래디언트 산정영역 결정부;상기 현재블록에 대해, 상기 산정영역에서 방향성 모드들의 그래디언트 히스토그램을 산정하는 히스토그램 산정부;상기 그래디언트 히스토그램을 기반으로 상기 현재블록의 예측모드를 유도하는 예측모드 유도부; 및상기 유도된 예측모드를 이용하여 인트라 예측을 수행함으로써, 상기 현재블록의 예측블록을 생성하는 인트라예측 수행부를 포함하는 것을 특징으로 하는, 인트라 예측장치.
- 제18항에 있어서,상기 예측모드 유도여부 결정부는,상기 현재블록의 예측모드가 비방향성 모드들 중의 하나인지를 지시하는 하나 또는 다수의 플래그들을 상기 비트스트림으로부터 파싱하는 단계를 더 포함하고, 상기 비방향성 모드들 중 하나를 지시하는 플래그들이 모두 거짓인 경우, 상기 예측모드유도 플래그를 파싱하는 것을 특징으로 하는, 인트라 예측장치.
- 제18항에 있어서,상기 예측모드 유도여부 결정부는,상기 예측모드유도 플래그가 참인 경우, 상기 현재블록의 예측모드의 유도를 결정하는 것을 특징으로 하는, 인트라 예측장치.
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