INTRA PREDICTION FOR VIDEO CODING

Methods, apparatuses and non-transitory storage media are provided for video coding. In a method for intra prediction in video decoding, a decoder derives a first subset of predictors of a current video block by a first prediction process, and the decoder obtains a second subset of predictors by a second prediction process using neighboring reconstructed samples and the first subset of predictors.

TECHNICAL FIELD

The present disclosure relates to video coding and compression, and in particular but not limited to, methods and apparatus for intra prediction in video coding.

BACKGROUND

Various video coding techniques may be used to compress video data. Video coding is performed according to one or more video coding standards. For example, nowadays, some well-known video coding standards include Versatile Video Coding (VVC), High Efficiency Video Coding (HEVC, also known as H.265 or MPEG-H Part2) and Advanced Video Coding (AVC, also known as H.264 or MPEG-4 Part 10), which are jointly developed by ISO/IEC MPEG and ITU-T VECG. AOMedia Video 1 (AV1) was developed by Alliance for Open Media (AOM) as a successor to its preceding standard VP9. Audio Video Coding (AVS), which refers to digital audio and digital video compression standard, is another video compression standard series developed by the Audio and Video Coding Standard Workgroup of China. Most of the existing video coding standards are built upon the famous hybrid video coding framework i.e., using block-based prediction methods (e.g., inter-prediction, intra-prediction) to reduce redundancy present in video images or sequences and using transform coding to compact the energy of the prediction errors. An important goal of video coding techniques is to compress video data into a form that uses a lower bit rate while avoiding or minimizing degradations to video quality.

The first version of the HEVC standard was finalized in October 2013, which offers approximately 50% bit-rate saving or equivalent perceptual quality compared to the prior generation video coding standard H.264/MPEG AVC. Although the HEVC standard provides significant coding improvements than its predecessor, there is evidence that superior coding efficiency can be achieved with additional coding tools over HEVC. Based on that, both VCEG and MPEG started the exploration work of new coding technologies for future video coding standardization. One Joint Video Exploration Team (JVET) was formed in October 2015 by ITU-T VECG and ISO/IEC MPEG to begin significant study of advanced technologies that could enable substantial enhancement of coding efficiency. One reference software called joint exploration model (JEM) was maintained by the JVET by integrating several additional coding tools on top of the HEVC test model (HM).

In October 2017, the joint call for proposals (CfP) on video compression with capability beyond HEVC was issued by ITU-T and ISO/IEC. In April 2018, 23 CfP responses were received and evaluated at the 10-th JVET meeting, which demonstrated compression efficiency gain over the HEVC around 40%. Based on such evaluation results, the JVET launched a new project to develop the new generation video coding standard that is named as Versatile Video Coding (VVC). In the same month, one reference software codebase, called VVC test model (VTM), was established for demonstrating a reference implementation of the VVC standard.

Moreover, ITU-T VCEG (Q6/16) and ISO/IEC MPEG (JTC 1/SC 29/WG 11) are studying the potential need for standardization of future video coding technology with a compression capability that significantly exceeds that of the current VVC standard. Such future standardization action may either take the form of additional extension(s) of VVC or an entirely new standard. The Joint Video Exploration Team (JVET) is working on this exploration activity to evaluate compression technology designs proposed by their experts in this area. The first Exploration Experiments (EE) were established in JVET meeting during 6-15 Jan. 2021 and this exploration software model is named as Enhanced Compression Model (ECM) and ECM version2 (ECM2) was released on August 2021.

SUMMARY

The present disclosure relates to video coding and compression, and in particular but not limited to, methods and apparatus for intra prediction in video coding.

According to a first aspect of the present disclosure, there is provided a method for intra prediction in video encoding. In the method of video encoding, an encoder may derive a first subset of predictors of a current video block by a first prediction process. Furthermore, the encoder may obtain a second subset of predictors by a second prediction process using neighboring reconstructed samples and the first subset of predictors.

According to a second aspect of the present disclosure, there is provided a method of video decoding. In the method of video decoding, a decoder may derive a first subset of predictors of a current video block by a first prediction process. Additionally, the decoder may obtain a second subset of predictors by a second prediction process using neighboring reconstructed samples and the first subset of predictors.

According to a third aspect of the present disclosure, there is provided an apparatus for video encoding. The apparatus includes one or more processors and a memory coupled to the one or more processors and configured to store instructions executable by the one or more processors. Furthermore, the one or more processors, upon execution of the instructions, are configured to perform the method according to the first aspect above.

According to a fourth aspect of the present disclosure, there is provided an apparatus for video decoding. The apparatus includes one or more processors and a memory coupled to the one or more processors and configured to store instructions executable by the one or more processors. Furthermore, the one or more processors, upon execution of the instructions, are configured to perform the method according to the second aspect above.

According to a fifth aspect of the present disclosure, there is provided a non-transitory computer-readable storage medium storing computer-executable instructions that, when executed by one or more computer processors, cause the one or more computer processors to receive a bitstream, and perform the method according to the second aspect.

According to a sixth aspect of the present disclosure, there is provided a non-transitory computer-readable storage medium storing computer-executable instructions that, when executed by one or more computer processors, cause the one or more computer processors to perform the method according to the first aspect to encode the current block into a bitstream, and transmit the bitstream.

DETAILED DESCRIPTION

Reference will now be made in detail to specific implementations, examples of which are illustrated in the accompanying drawings. In the following detailed description, numerous non-limiting specific details are set forth in order to assist in understanding the subject matter presented herein. But it will be apparent to one of ordinary skill in the art that various alternatives may be used. For example, it will be apparent to one of ordinary skill in the art that the subject matter presented herein can be implemented on many types of electronic devices with digital video capabilities.

Terms used in the disclosure are only adopted for the purpose of describing specific embodiments and not intended to limit the disclosure. “A/an,” “said,” and “the” in a singular form in the disclosure and the appended claims are also intended to include a plural form, unless other meanings are clearly denoted throughout the disclosure. It is also to be understood that term “and/or” used in the disclosure refers to and includes one or any or all possible combinations of multiple associated items that are listed.

Throughout the disclosure, the terms “first,” “second,” “third,” etc. are all used as nomenclature only for references to relevant elements, e.g., devices, components, compositions, steps, etc., without implying any spatial or chronological orders, unless expressly specified otherwise. For example, a “first device” and a “second device” may refer to two separately formed devices, or two parts, components, or operational states of a same device, and may be named arbitrarily.

As used herein, the term “if” or “when” may be understood to mean “upon” or “in response to” depending on the context. These terms, if appear in a claim, may not indicate that the relevant limitations or features are conditional or optional. For example, a method may comprise steps of: i) when or if condition X is present, function or action X′ is performed, and ii) when or if condition Y is present, function or action Y′ is performed. The method may be implemented with both the capability of performing function or action X′, and the capability of performing function or action Y′. Thus, the functions X′ and Y′ may both be performed, at different times, on multiple executions of the method.

A unit or module may be implemented purely by software, purely by hardware, or by a combination of hardware and software. In a pure software implementation, for example, the unit or module may include functionally related code blocks or software components, that are directly or indirectly linked together, so as to perform a particular function.

FIG.1is a block diagram of a video encoder in accordance with some implementations of the present disclosure. Like HEVC, VVC is built upon the block-based hybrid video coding framework. In the encoder100, the input video signal is processed block by block (called coding units (CUs)). In VTM-1.0, a CU can be up to 128×128 pixels. However, different from the HEVC which partitions blocks only based on quad-trees, in VVC, one coding tree unit (CTU) is split into CUs to adapt to varying local characteristics based on quad/binary/ternary-tree.

Additionally, the concept of multiple partition unit type in the HEVC is removed, i.e., the separation of CU, prediction unit (PU) and transform unit (TU) does not exist in the VVC anymore; instead, each CU is always used as the basic unit for both prediction and transform without further partitions. In the multi-type tree structure, one CTU is firstly partitioned by a quad-tree structure. Then, each quad-tree leaf node can be further partitioned by a binary and ternary tree structure.

FIGS.2A-2Eare schematic diagrams illustrating multi-type tree splitting modes in accordance with some implementations of the present disclosure.FIGS.2A-2Erespectively show five splitting types including quaternary partitioning (FIG.2A), vertical binary partitioning (FIG.2B), horizontal binary partitioning (FIG.2C), vertical extended ternary partitioning (FIG.2D), and horizontal extended ternary partitioning (FIG.2E).

For each given video block, spatial prediction and/or temporal prediction may be performed. Spatial prediction (or “intra prediction”) uses pixels from the samples of already coded neighboring blocks (which are called reference samples) in the same video picture or slice to predict the current video block. Spatial prediction reduces spatial redundancy inherent in the video signal. Temporal prediction (also referred to as “inter prediction” or “motion compensated prediction”) uses reconstructed pixels from the already coded video pictures to predict the current video block. Temporal prediction reduces temporal redundancy inherent in the video signal. Temporal prediction signal for a given CU is usually signaled by one or more motion vectors (MVs) which indicate the amount and the direction of motion between the current CU and its temporal reference.

Also, if multiple reference pictures are supported, one reference picture index is additionally sent, which is used to identify from which reference picture in the reference picture store the temporal prediction signal comes. After spatial and/or temporal prediction, an intra/inter mode decision circuitry121in the encoder100chooses the best prediction mode, for example based on the rate-distortion optimization method. The block predictor120is then subtracted from the current video block; and the resulting prediction residual is de-correlated using the transform circuitry102and the quantization circuitry104. The resulting quantized residual coefficients are inverse quantized by the inverse quantization circuitry116and inverse transformed by the inverse transform circuitry118to form the reconstructed residual, which is then added back to the prediction block to form the reconstructed signal of the CU. Further, in-loop filtering115, such as a deblocking filter, a sample adaptive offset (SAO), and/or an adaptive in-loop filter (ALF) may be applied on the reconstructed CU before it is put in the reference picture store of the picture buffer117and used to code future video blocks. To form the output video bitstream114, coding mode (inter or intra), prediction mode information, motion information, and quantized residual coefficients are all sent to the entropy coding unit106to be further compressed and packed to form the bit-stream.

FIG.3Ais a block diagram of a video decoder in accordance with some examples of the present disclosure. In the decoder200, the video bit-stream201is first entropy decoded at an entropy decoding unit202. The coding mode and prediction information are sent to either the spatial prediction unit (if intra coded) or the temporal prediction unit (if inter coded) to form the prediction block. The residual transform coefficients are sent to inverse quantization unit204and inverse transform unit206to reconstruct the residual block. The prediction block and the residual block are then added together. The reconstructed block may further go through in-loop filtering209before it is stored in reference picture buffer213. The reconstructed video in reference picture buffer213is then sent out to drive a display device, as well as used to predict future video blocks.

For each inter-predicted CU, motion parameters consisting of motion vectors, reference picture indices and reference picture list usage index, and additional information needed for the new coding feature of VVC may be used for inter-predicted sample generation. The motion parameter may be signaled in an explicit or implicit manner. When a CU is coded with skip mode, the CU is associated with one PU and has no significant residual coefficients, no coded motion vector delta (motion vector difference) or reference picture index. A merge mode is specified whereby the motion parameters for the current CU are obtained from neighboring CUs, including spatial and temporal candidates, and additional schedules introduced in VVC. The merge mode may be applied to any inter-predicted CU, not only for skip mode. The alternative to merge mode is the explicit transmission of motion parameters, where motion vector, corresponding reference picture index for each reference picture list and reference picture list usage flag and other needed information are signaled explicitly per each CU.

Intra Mode Coding with 67 Intra Prediction Modes

To capture the arbitrary edge directions presented in natural video, the number of directional intra modes in VVC is extended from 33, as used in HEVC, to 65. The new directional modes not in HEVC are depicted as dotted arrows inFIG.4F, and the planar and DC modes remain the same. These denser directional intra prediction modes apply for all block sizes and for both luma and chroma intra predictions.

In VVC, several conventional angular intra prediction modes are adaptively replaced with wide-angle intra prediction modes for the non-square blocks.

In HEVC, every intra-coded block has a square shape and the length of each of its side is a power of 2. Thus, no division operations are required to generate an intra-predictor using DC mode. In VVC, blocks may have a rectangular shape that necessitates the use of a division operation per block in the general case. To avoid division operations for DC prediction, only the longer side is used to compute the average for non-square blocks.

Intra Mode Coding

To keep the complexity of the most probable mode (MPM) list generation low, an intra mode coding method with 6 MPMs is used by considering two available neighboring intra modes. The following three aspects are considered to construct the MPM list: Default intra modes, Neighboring intra modes, and Derived intra modes.

A unified 6-MPM list is used for intra blocks irrespective of whether MRL and ISP coding tools are applied or not. The MPM list is constructed based on intra modes of the left and above neighboring block. Suppose the mode of the left is denoted as Left and the mode of the above block is denoted as Above, the unified MPM list is constructed as follows:When a neighboring block is not available, its intra mode is set to Planar by default.If both modes Left and Above are non-angular modes:

MPM⁢list→{Planar,DC,V,H,V-4,V+4}If one of modes Left and Above is angular mode, and the other is non-angular:Set a mode Max as the larger mode in Left and Above

MPM⁢list→{Planar,Max,Max-1,Max+1,Max-2,Max+2}If Left and Above are both angular and they are different:Set a mode Max as the larger mode in Left and AboveSet a mode Min as the smaller mode in Left and AboveIf Max−Min is equal to 1:

MPM⁢list→{Planar,Left,Above,Min-1,Max+1,Min-2}Otherwise, if Max−Min is greater than or equal to 62:

MPM⁢list→{Planar,Left,Above,Min+1,Max-1,Min+2}Otherwise, if Max−Min is equal to 2:

MPM⁢list→{Planar,Left,Above,Min-1,-Min+1,Max-1}If Left and Above are both angular and they are the same:

Besides, the first bin of the mpm index codeword is CABAC context coded. In total three contexts are used, corresponding to whether the current intra block is MRL enabled, ISP enabled, or a normal intra block.

During 6 MPM list generation process, pruning is used to remove duplicated modes so that only unique modes may be included into the MPM list. For entropy coding of the 61 non-MPM modes, a Truncated Binary Code (TBC) is used.

FIG.3Bis a block diagram illustrating an exemplary system10for encoding and decoding video blocks in parallel in accordance with some implementations of the present disclosure. As shown inFIG.3B, the system10includes a source device12that generates and encodes video data to be decoded at a later time by a destination device14. The source device12and the destination device14may comprise any of a wide variety of electronic devices, including desktop or laptop computers, tablet computers, smart phones, set-top boxes, digital televisions, cameras, display devices, digital media players, video gaming consoles, video streaming device, or the like. In some implementations, the source device12and the destination device14are equipped with wireless communication capabilities.

In some implementations, the destination device14may receive the encoded video data to be decoded via a link16. The link16may comprise any type of communication medium or device capable of moving the encoded video data from the source device12to the destination device14. In one example, the link16may comprise a communication medium to enable the source device12to transmit the encoded video data directly to the destination device14in real time. The encoded video data may be modulated according to a communication standard, such as a wireless communication protocol, and transmitted to the destination device14. The communication medium may comprise any wireless or wired communication medium, such as a Radio Frequency (RF) spectrum or one or more physical transmission lines. The communication medium may form part of a packet-based network, such as a local area network, a wide-area network, or a global network such as the Internet. The communication medium may include routers, switches, base stations, or any other equipment that may be useful to facilitate communication from the source device12to the destination device14.

In some other implementations, the encoded video data may be transmitted from an output interface22to a storage device32. Subsequently, the encoded video data in the storage device32may be accessed by the destination device14via an input interface28. The storage device32may include any of a variety of distributed or locally accessed data storage media such as a hard drive, Blu-ray discs, Digital Versatile Disks (DVDs), Compact Disc Read-Only Memories (CD-ROMs), flash memory, volatile or non-volatile memory, or any other suitable digital storage media for storing the encoded video data. In a further example, the storage device32may correspond to a file server or another intermediate storage device that may hold the encoded video data generated by the source device12. The destination device14may access the stored video data from the storage device32via streaming or downloading. The file server may be any type of computer capable of storing the encoded video data and transmitting the encoded video data to the destination device14. Exemplary file servers include a web server (e.g., for a website), a File Transfer Protocol (FTP) server, Network Attached Storage (NAS) devices, or a local disk drive. The destination device14may access the encoded video data through any standard data connection, including a wireless channel (e.g., a Wireless Fidelity (Wi-Fi) connection), a wired connection (e.g., Digital Subscriber Line (DSL), cable modem, etc.), or a combination of both that is suitable for accessing encoded video data stored on a file server. The transmission of the encoded video data from the storage device32may be a streaming transmission, a download transmission, or a combination of both.

As shown inFIG.3B, the source device12includes a video source18, a video encoder20and the output interface22. The video source18may include a source such as a video capturing device, e.g., a video camera, a video archive containing previously captured video, a video feeding interface to receive video from a video content provider, and/or a computer graphics system for generating computer graphics data as the source video, or a combination of such sources. As one example, if the video source18is a video camera of a security surveillance system, the source device12and the destination device14may form camera phones or video phones. However, the implementations described in the present application may be applicable to video coding in general, and may be applied to wireless and/or wired applications.

The captured, pre-captured, or computer-generated video may be encoded by the video encoder20. The encoded video data may be transmitted directly to the destination device14via the output interface22of the source device12. The encoded video data may also (or alternatively) be stored onto the storage device32for later access by the destination device14or other devices, for decoding and/or playback. The output interface22may further include a modem and/or a transmitter.

The destination device14includes the input interface28, a video decoder, and a display device34. The input interface28may include a receiver and/or a modem and receive the encoded video data over the link16. The encoded video data communicated over the link16, or provided on the storage device32, may include a variety of syntax elements generated by the video encoder20for use by the video decoder in decoding the video data. Such syntax elements may be included within the encoded video data transmitted on a communication medium, stored on a storage medium, or stored on a file server.

In some implementations, the destination device14may include the display device34, which may be an integrated display device and an external display device that is configured to communicate with the destination device14. The display device34displays the decoded video data to a user, and may comprise any of a variety of display devices such as a Liquid Crystal Display (LCD), a plasma display, an Organic Light Emitting Diode (OLED) display, or another type of display device.

The video encoder20and the video decoder may operate according to proprietary or industry standards, such as VVC, HEVC, MPEG-4, Part 10, AVC, or extensions of such standards. It should be understood that the present application is not limited to a specific video encoding/decoding standard and may be applicable to other video encoding/decoding standards. It is generally contemplated that the video encoder20of the source device12may be configured to encode video data according to any of these current or future standards. Similarly, it is also generally contemplated that the video decoder of the destination device14may be configured to decode video data according to any of these current or future standards.

The video encoder20and the video decoder each may be implemented as any of a variety of suitable encoder and/or decoder circuitry, such as one or more microprocessors, Digital Signal Processors (DSPs), Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs), discrete logic, software, hardware, firmware or any combinations thereof. When implemented partially in software, an electronic device may store instructions for the software in a suitable, non-transitory computer-readable medium and execute the instructions in hardware using one or more processors to perform the video encoding/decoding operations disclosed in the present disclosure. Each of the video encoder20and the video decoder may be included in one or more encoders or decoders, either of which may be integrated as part of a combined encoder/decoder (CODEC) in a respective device.

FIG.3Cis a block diagram illustrating an exemplary video encoder20in accordance with some implementations described in the present application. The video encoder20may perform intra and inter predictive coding of video blocks within video frames. Intra predictive coding relies on spatial prediction to reduce or remove spatial redundancy in video data within a given video frame or picture. Inter predictive coding relies on temporal prediction to reduce or remove temporal redundancy in video data within adjacent video frames or pictures of a video sequence. It should be noted that the term “frame” may be used as synonyms for the term “image” or “picture” in the field of video coding.

As shown inFIG.3C, the video encoder20includes a video data memory40, a prediction processing unit41, a Decoded Picture Buffer (DPB)64, a summer50, a transform processing unit52, a quantization unit54, and an entropy encoding unit56. The prediction processing unit41further includes a motion estimation unit42, a motion compensation unit44, a partition unit45, an intra prediction processing unit46, and an intra Block Copy (BC) unit48. In some implementations, the video encoder20also includes an inverse quantization unit58, an inverse transform processing unit60, and a summer62for video block reconstruction. An in-loop filter63, such as a deblocking filter, may be positioned between the summer62and the DPB64to filter block boundaries to remove blockiness artifacts from reconstructed video. Another in-loop filter, such as Sample Adaptive Offset (SAO) filter and/or Adaptive in-Loop Filter (ALF), may also be used in addition to the deblocking filter to filter an output of the summer62. In some examples, the in-loop filters may be omitted, and the decoded video block may be directly provided by the summer62to the DPB64. The video encoder20may take the form of a fixed or programmable hardware unit or may be divided among one or more of the illustrated fixed or programmable hardware units.

The video data memory40may store video data to be encoded by the components of the video encoder20. The video data in the video data memory40may be obtained, for example, from the video source18as shown inFIG.3B. The DPB64is a buffer that stores reference video data (for example, reference frames or pictures) for use in encoding video data by the video encoder20(e.g., in intra or inter predictive coding modes). The video data memory40and the DPB64may be formed by any of a variety of memory devices. In various examples, the video data memory40may be on-chip with other components of the video encoder20, or off-chip relative to those components.

As shown inFIG.3C, after receiving the video data, the partition unit45within the prediction processing unit41partitions the video data into video blocks. This partitioning may also include partitioning a video frame into slices, tiles (for example, sets of video blocks), or other larger Coding Units (CUs) according to predefined splitting structures such as a Quad-Tree (QT) structure associated with the video data. The video frame is or may be regarded as a two-dimensional array or matrix of samples with sample values. A sample in the array may also be referred to as a pixel or a pel. A number of samples in horizontal and vertical directions (or axes) of the array or picture define a size and/or a resolution of the video frame. The video frame may be divided into multiple video blocks by, for example, using QT partitioning. The video block again is or may be regarded as a two-dimensional array or matrix of samples with sample values, although of smaller dimension than the video frame. A number of samples in horizontal and vertical directions (or axes) of the video block define a size of the video block. The video block may further be partitioned into one or more block partitions or sub-blocks (which may form again blocks) by, for example, iteratively using QT partitioning, Binary-Tree (BT) partitioning or Triple-Tree (TT) partitioning or any combination thereof. It should be noted that the term “block” or “video block” as used herein may be a portion, in particular a rectangular (square or non-square) portion, of a frame or a picture. With reference, for example, to HEVC and VVC, the block or video block may be or correspond to a Coding Tree Unit (CTU), a CU, a Prediction Unit (PU) or a Transform Unit (TU) and/or may be or correspond to a corresponding block, e.g. a Coding Tree Block (CTB), a Coding Block (CB), a Prediction Block (PB) or a Transform Block (TB) and/or to a sub-block.

The prediction processing unit41may select one of a plurality of possible predictive coding modes, such as one of a plurality of intra predictive coding modes or one of a plurality of inter predictive coding modes, for the current video block based on error results (e.g., coding rate and the level of distortion). The prediction processing unit41may provide the resulting intra or inter prediction coded block to the summer50to generate a residual block and to the summer62to reconstruct the encoded block for use as part of a reference frame subsequently. The prediction processing unit41also provides syntax elements, such as motion vectors, intra-mode indicators, partition information, and other such syntax information, to the entropy encoding unit56.

In order to select an appropriate intra predictive coding mode for the current video block, the intra prediction processing unit46within the prediction processing unit41may perform intra predictive coding of the current video block relative to one or more neighbor blocks in the same frame as the current block to be coded to provide spatial prediction. The motion estimation unit42and the motion compensation unit44within the prediction processing unit41perform inter predictive coding of the current video block relative to one or more predictive blocks in one or more reference frames to provide temporal prediction. The video encoder20may perform multiple coding passes, e.g., to select an appropriate coding mode for each block of video data.

In some implementations, the motion estimation unit42determines the inter prediction mode for a current video frame by generating a motion vector, which indicates the displacement of a video block within the current video frame relative to a predictive block within a reference video frame, according to a predetermined pattern within a sequence of video frames. Motion estimation, performed by the motion estimation unit42, is the process of generating motion vectors, which estimate motion for video blocks. A motion vector, for example, may indicate the displacement of a video block within a current video frame or picture relative to a predictive block within a reference frame relative to the current block being coded within the current frame. The predetermined pattern may designate video frames in the sequence as P frames or B frames. The intra BC unit48may determine vectors, e.g., block vectors, for intra BC coding in a manner similar to the determination of motion vectors by the motion estimation unit42for inter prediction, or may utilize the motion estimation unit42to determine the block vector.

A predictive block for the video block may be or may correspond to a block or a reference block of a reference frame that is deemed as closely matching the video block to be coded in terms of pixel difference, which may be determined by Sum of Absolute Difference (SAD), Sum of Square Difference (SSD), or other difference metrics. In some implementations, the video encoder20may calculate values for sub-integer pixel positions of reference frames stored in the DPB64. For example, the video encoder20may interpolate values of one-quarter pixel positions, one-eighth pixel positions, or other fractional pixel positions of the reference frame. Therefore, the motion estimation unit42may perform a motion search relative to the full pixel positions and fractional pixel positions and output a motion vector with fractional pixel precision.

The motion estimation unit42calculates a motion vector for a video block in an inter prediction coded frame by comparing the position of the video block to the position of a predictive block of a reference frame selected from a first reference frame list (List 0) or a second reference frame list (List 1), each of which identifies one or more reference frames stored in the DPB64. The motion estimation unit42sends the calculated motion vector to the motion compensation unit44and then to the entropy encoding unit56. Motion compensation, performed by the motion compensation unit44, may involve fetching or generating the predictive block based on the motion vector determined by the motion estimation unit42. Upon receiving the motion vector for the current video block, the motion compensation unit44may locate a predictive block to which the motion vector points in one of the reference frame lists, retrieve the predictive block from the DPB64, and forward the predictive block to the summer50. The summer50then forms a residual video block of pixel difference values by subtracting pixel values of the predictive block provided by the motion compensation unit44from the pixel values of the current video block being coded. The pixel difference values forming the residual video block may include luma or chroma difference components or both. The motion compensation unit44may also generate syntax elements associated with the video blocks of a video frame for use by the video decoder in decoding the video blocks of the video frame. The syntax elements may include, for example, syntax elements defining the motion vector used to identify the predictive block, any flags indicating the prediction mode, or any other syntax information described herein. Note that the motion estimation unit42and the motion compensation unit44may be highly integrated, but are illustrated separately for conceptual purposes.

In some implementations, the intra BC unit48may generate vectors and fetch predictive blocks in a manner similar to that described above in connection with the motion estimation unit42and the motion compensation unit44, but with the predictive blocks being in the same frame as the current block being coded and with the vectors being referred to as block vectors as opposed to motion vectors. In particular, the intra BC unit48may determine an intra-prediction mode to use to encode a current block. In some examples, the intra BC unit48may encode a current block using various intra-prediction modes, e.g., during separate encoding passes, and test their performance through rate-distortion analysis. Next, the intra BC unit48may select, among the various tested intra-prediction modes, an appropriate intra-prediction mode to use and generate an intra-mode indicator accordingly. For example, the intra BC unit48may calculate rate-distortion values using a rate-distortion analysis for the various tested intra-prediction modes, and select the intra-prediction mode having the best rate-distortion characteristics among the tested modes as the appropriate intra-prediction mode to use. Rate-distortion analysis generally determines an amount of distortion (or error) between an encoded block and an original, unencoded block that was encoded to produce the encoded block, as well as a bitrate (i.e., a number of bits) used to produce the encoded block. Intra BC unit48may calculate ratios from the distortions and rates for the various encoded blocks to determine which intra-prediction mode exhibits the best rate-distortion value for the block.

In other examples, the intra BC unit48may use the motion estimation unit42and the motion compensation unit44, in whole or in part, to perform such functions for Intra BC prediction according to the implementations described herein. In either case, for Intra block copy, a predictive block may be a block that is deemed as closely matching the block to be coded, in terms of pixel difference, which may be determined by SAD, SSD, or other difference metrics, and identification of the predictive block may include calculation of values for sub-integer pixel positions.

Whether the predictive block is from the same frame according to intra prediction, or a different frame according to inter prediction, the video encoder20may form a residual video block by subtracting pixel values of the predictive block from the pixel values of the current video block being coded, forming pixel difference values. The pixel difference values forming the residual video block may include both luma and chroma component differences.

The intra prediction processing unit46may intra-predict a current video block, as an alternative to the inter-prediction performed by the motion estimation unit42and the motion compensation unit44, or the intra block copy prediction performed by the intra BC unit48, as described above. In particular, the intra prediction processing unit46may determine an intra prediction mode to use to encode a current block. To do so, the intra prediction processing unit46may encode a current block using various intra prediction modes, e.g., during separate encoding passes, and the intra prediction processing unit46(or a mode selection unit, in some examples) may select an appropriate intra prediction mode to use from the tested intra prediction modes. The intra prediction processing unit46may provide information indicative of the selected intra-prediction mode for the block to the entropy encoding unit56. The entropy encoding unit56may encode the information indicating the selected intra-prediction mode in the bitstream.

After the prediction processing unit41determines the predictive block for the current video block via either inter prediction or intra prediction, the summer50forms a residual video block by subtracting the predictive block from the current video block. The residual video data in the residual block may be included in one or more TUs and is provided to the transform processing unit52. The transform processing unit52transforms the residual video data into residual transform coefficients using a transform, such as a Discrete Cosine Transform (DCT) or a conceptually similar transform.

The transform processing unit52may send the resulting transform coefficients to the quantization unit54. The quantization unit54quantizes the transform coefficients to further reduce the bit rate. The quantization process may also reduce the bit depth associated with some or all of the coefficients. The degree of quantization may be modified by adjusting a quantization parameter. In some examples, the quantization unit54may then perform a scan of a matrix including the quantized transform coefficients. Alternatively, the entropy encoding unit56may perform the scan.

Following quantization, the entropy encoding unit56entropy encodes the quantized transform coefficients into a video bitstream using, e.g., Context Adaptive Variable Length Coding (CAVLC), Context Adaptive Binary Arithmetic Coding (CABAC), Syntax-based context-adaptive Binary Arithmetic Coding (SBAC), Probability Interval Partitioning Entropy (PIPE) coding or another entropy encoding methodology or technique. The encoded bitstream may then be transmitted to the video decoder as shown inFIG.3B, or archived in the storage device32as shown inFIG.3Bfor later transmission to or retrieval by the video decoder. The entropy encoding unit56may also entropy encode the motion vectors and the other syntax elements for the current video frame being coded.

The inverse quantization unit58and the inverse transform processing unit60apply inverse quantization and inverse transformation, respectively, to reconstruct the residual video block in the pixel domain for generating a reference block for prediction of other video blocks. As noted above, the motion compensation unit44may generate a motion compensated predictive block from one or more reference blocks of the frames stored in the DPB64. The motion compensation unit44may also apply one or more interpolation filters to the predictive block to calculate sub-integer pixel values for use in motion estimation.

The summer62adds the reconstructed residual block to the motion compensated predictive block produced by the motion compensation unit44to produce a reference block for storage in the DPB64. The reference block may then be used by the intra BC unit48, the motion estimation unit42and the motion compensation unit44as a predictive block to inter predict another video block in a subsequent video frame.

The video decoder includes a video data memory, an entropy decoding unit, a prediction processing unit, an inverse quantization unit, an inverse transform processing unit, a summer, and a DPB. The prediction processing unit further includes a motion compensation unit, an intra prediction unit, and an intra BC unit. The video decoder may perform a decoding process generally reciprocal to the encoding process described above with respect to the video encoder20in connection withFIG.3C. For example, the motion compensation unit may generate prediction data based on motion vectors received from the entropy decoding unit, while the intra-prediction unit may generate prediction data based on intra-prediction mode indicators received from the entropy decoding unit.

In some examples, a unit of the video decoder may be tasked to perform the implementations of the present application. Also, in some examples, the implementations of the present disclosure may be divided among one or more of the units of the video decoder. For example, the intra BC unit may perform the implementations of the present application, alone, or in combination with other units of the video decoder, such as the motion compensation unit, the intra prediction unit, and the entropy decoding unit. In some examples, the video decoder may not include the intra BC unit and the functionality of intra BC unit may be performed by other components of the prediction processing unit, such as the motion compensation unit.

The video data memory may store video data, such as an encoded video bitstream, to be decoded by the other components of the video decoder. The video data stored in the video data memory may be obtained, for example, from the storage device32, from a local video source, such as a camera, via wired or wireless network communication of video data, or by accessing physical data storage media (e.g., a flash drive or hard disk). The video data memory may include a Coded Picture Buffer (CPB) that stores encoded video data from an encoded video bitstream. The DPB of the video decoder stores reference video data for use in decoding video data by the video decoder (e.g., in intra or inter predictive coding modes). The video data memory and the DPB may be formed by any of a variety of memory devices, such as dynamic random access memory (DRAM), including Synchronous DRAM (SDRAM), Magneto-resistive RAM (MRAM), Resistive RAM (RRAM), or other types of memory devices. For illustrative purpose, the video data memory and the DPB are depicted as two distinct components of the video decoder. But it will be apparent to one skilled in the art that the video data memory and the DPB may be provided by the same memory device or separate memory devices. In some examples, the video data memory may be on-chip with other components of the video decoder, or off-chip relative to those components.

During the decoding process, the video decoder receives an encoded video bitstream that represents video blocks of an encoded video frame and associated syntax elements. The video decoder may receive the syntax elements at the video frame level and/or the video block level. The entropy decoding unit of the video decoder entropy decodes the bitstream to generate quantized coefficients, motion vectors or intra-prediction mode indicators, and other syntax elements. The entropy decoding unit then forwards the motion vectors or intra-prediction mode indicators and other syntax elements to the prediction processing unit.

When the video frame is coded as an intra predictive coded (I) frame or for intra coded predictive blocks in other types of frames, the intra prediction unit of the prediction processing unit may generate prediction data for a video block of the current video frame based on a signaled intra prediction mode and reference data from previously decoded blocks of the current frame.

When the video frame is coded as an inter-predictive coded (i.e., B or P) frame, the motion compensation unit of the prediction processing unit produces one or more predictive blocks for a video block of the current video frame based on the motion vectors and other syntax elements received from the entropy decoding unit. Each of the predictive blocks may be produced from a reference frame within one of the reference frame lists. The video decoder may construct the reference frame lists, List 0 and List 1, using default construction techniques based on reference frames stored in the DPB.

In some examples, when the video block is coded according to the intra BC mode described herein, the intra BC unit of the prediction processing unit produces predictive blocks for the current video block based on block vectors and other syntax elements received from the entropy decoding unit. The predictive blocks may be within a reconstructed region of the same picture as the current video block defined by the video encoder20.

The motion compensation unit and/or the intra BC unit determines prediction information for a video block of the current video frame by parsing the motion vectors and other syntax elements, and then uses the prediction information to produce the predictive blocks for the current video block being decoded. For example, the motion compensation unit uses some of the received syntax elements to determine a prediction mode (e.g., intra or inter prediction) used to code video blocks of the video frame, an inter prediction frame type (e.g., B or P), construction information for one or more of the reference frame lists for the frame, motion vectors for each inter predictive encoded video block of the frame, inter prediction status for each inter predictive coded video block of the frame, and other information to decode the video blocks in the current video frame.

Similarly, the intra BC unit may use some of the received syntax elements, e.g., a flag, to determine that the current video block was predicted using the intra BC mode, construction information of which video blocks of the frame are within the reconstructed region and should be stored in the DPB, block vectors for each intra BC predicted video block of the frame, intra BC prediction status for each intra BC predicted video block of the frame, and other information to decode the video blocks in the current video frame.

The motion compensation unit may also perform interpolation using the interpolation filters as used by the video encoder20during encoding of the video blocks to calculate interpolated values for sub-integer pixels of reference blocks. In this case, the motion compensation unit may determine the interpolation filters used by the video encoder20from the received syntax elements and use the interpolation filters to produce predictive blocks.

The inverse quantization unit inverse quantizes the quantized transform coefficients provided in the bitstream and entropy decoded by the entropy decoding unit using the same quantization parameter calculated by the video encoder20for each video block in the video frame to determine a degree of quantization. The inverse transform processing unit applies an inverse transform, e.g., an inverse DCT, an inverse integer transform, or a conceptually similar inverse transform process, to the transform coefficients in order to reconstruct the residual blocks in the pixel domain.

After the motion compensation unit or the intra BC unit generates the predictive block for the current video block based on the vectors and other syntax elements, the summer reconstructs decoded video block for the current video block by summing the residual block from the inverse transform processing unit and a corresponding predictive block generated by the motion compensation unit and the intra BC unit. An in-loop filter91such as deblocking filter, SAO filter and/or ALF may be positioned between the summer and the DPB to further process the decoded video block. In some examples, the in-loop filter91may be omitted, and the decoded video block may be directly provided by the summer to the DPB. The decoded video blocks in a given frame are then stored in the DPB, which stores reference frames used for subsequent motion compensation of next video blocks. The DPB, or a memory device separate from the DPB, may also store decoded video for later presentation on a display device, such as the display device34ofFIG.3B.

In a typical video coding process, a video sequence typically includes an ordered set of frames or pictures. Each frame may include three sample arrays, denoted SL, SCb, and SCr. SL is a two-dimensional array of luma samples. SCb is a two-dimensional array of Cb chroma samples. SCr is a two-dimensional array of Cr chroma samples. In other instances, a frame may be monochrome and therefore includes only one two-dimensional array of luma samples.

As shown inFIG.4A, the video encoder20(or more specifically the partition unit45) generates an encoded representation of a frame by first partitioning the frame into a set of CTUs. A video frame may include an integer number of CTUs ordered consecutively in a raster scan order from left to right and from top to bottom. Each CTU is a largest logical coding unit and the width and height of the CTU are signaled by the video encoder20in a sequence parameter set, such that all the CTUs in a video sequence have the same size being one of 128×128, 64×64, 32×32, and 16×16. But it should be noted that the present application is not necessarily limited to a particular size. As shown inFIG.4B, each CTU may comprise one CTB of luma samples, two corresponding coding tree blocks of chroma samples, and syntax elements used to code the samples of the coding tree blocks. The syntax elements describe properties of different types of units of a coded block of pixels and how the video sequence may be reconstructed at the video decoder, including inter or intra prediction, intra prediction mode, motion vectors, and other parameters. In monochrome pictures or pictures having three separate color planes, a CTU may comprise a single coding tree block and syntax elements used to code the samples of the coding tree block. A coding tree block may be an N×N block of samples.

To achieve a better performance, the video encoder20may recursively perform tree partitioning such as binary-tree partitioning, ternary-tree partitioning, quad-tree partitioning or a combination thereof on the coding tree blocks of the CTU and divide the CTU into smaller CUs. As depicted inFIG.4C, the 64×64 CTU400is first divided into four smaller CUs, each having a block size of 32×32. Among the four smaller CUs, CU410and CU420are each divided into four CUs of 16×16 by block size. The two 16×16 CUs430and440are each further divided into four CUs of 8×8 by block size.FIG.4Ddepicts a quad-tree data structure illustrating the end result of the partition process of the CTU400as depicted inFIG.4C, each leaf node of the quad-tree corresponding to one CU of a respective size ranging from 32×32 to 8×8. Like the CTU depicted inFIG.4B, each CU may comprise a CB of luma samples and two corresponding coding blocks of chroma samples of a frame of the same size, and syntax elements used to code the samples of the coding blocks. In monochrome pictures or pictures having three separate color planes, a CU may comprise a single coding block and syntax structures used to code the samples of the coding block. It should be noted that the quad-tree partitioning depicted inFIGS.4C and4Dis only for illustrative purposes and one CTU may be split into CUs to adapt to varying local characteristics based on quad/ternary/binary-tree partitions. In the multi-type tree structure, one CTU is partitioned by a quad-tree structure and each quad-tree leaf CU may be further partitioned by a binary and ternary tree structure.FIG.4Eillustrates five possible partitioning types of a coding block having a width W and a height H, i.e., quaternary partitioning, horizontal binary partitioning, vertical binary partitioning, horizontal ternary partitioning, and vertical ternary partitioning.

In some implementations, the video encoder20may further partition a coding block of a CU into one or more M×N PBs. A PB is a rectangular (square or non-square) block of samples on which the same prediction, inter or intra, is applied. A PU of a CU may comprise a PB of luma samples, two corresponding PBs of chroma samples, and syntax elements used to predict the PBs. In monochrome pictures or pictures having three separate color planes, a PU may comprise a single PB and syntax structures used to predict the PB. The video encoder20may generate predictive luma, Cb, and Cr blocks for luma, Cb, and Cr PBs of each PU of the CU.

The video encoder20may use intra prediction or inter prediction to generate the predictive blocks for a PU. If the video encoder20uses intra prediction to generate the predictive blocks of a PU, the video encoder20may generate the predictive blocks of the PU based on decoded samples of the frame associated with the PU. If the video encoder20uses inter prediction to generate the predictive blocks of a PU, the video encoder20may generate the predictive blocks of the PU based on decoded samples of one or more frames other than the frame associated with the PU.

Furthermore, as illustrated inFIG.4C, the video encoder20may use quad-tree partitioning to decompose the luma, Cb, and Cr residual blocks of a CU into one or more luma, Cb, and Cr transform blocks respectively. A transform block is a rectangular (square or non-square) block of samples on which the same transform is applied. A TU of a CU may comprise a transform block of luma samples, two corresponding transform blocks of chroma samples, and syntax elements used to transform the transform block samples. Thus, each TU of a CU may be associated with a luma transform block, a Cb transform block, and a Cr transform block. In some examples, the luma transform block associated with the TU may be a sub-block of the CU's luma residual block. The Cb transform block may be a sub-block of the CU's Cb residual block. The Cr transform block may be a sub-block of the CU's Cr residual block. In monochrome pictures or pictures having three separate color planes, a TU may comprise a single transform block and syntax structures used to transform the samples of the transform block.

The video encoder20may apply one or more transforms to a luma transform block of a TU to generate a luma coefficient block for the TU. A coefficient block may be a two-dimensional array of transform coefficients. A transform coefficient may be a scalar quantity. The video encoder20may apply one or more transforms to a Cb transform block of a TU to generate a Cb coefficient block for the TU. The video encoder20may apply one or more transforms to a Cr transform block of a TU to generate a Cr coefficient block for the TU.

After generating a coefficient block (e.g., a luma coefficient block, a Cb coefficient block or a Cr coefficient block), the video encoder20may quantize the coefficient block. Quantization generally refers to a process in which transform coefficients are quantized to possibly reduce the amount of data used to represent the transform coefficients, providing further compression. After the video encoder20quantizes a coefficient block, the video encoder20may entropy encode syntax elements indicating the quantized transform coefficients. For example, the video encoder20may perform CABAC on the syntax elements indicating the quantized transform coefficients. Finally, the video encoder20may output a bitstream that includes a sequence of bits that forms a representation of coded frames and associated data, which is either saved in the storage device32or transmitted to the destination device14.

After receiving a bitstream generated by the video encoder20, the video decoder may parse the bitstream to obtain syntax elements from the bitstream. The video decoder may reconstruct the frames of the video data based at least in part on the syntax elements obtained from the bitstream. The process of reconstructing the video data is generally reciprocal to the encoding process performed by the video encoder20. For example, the video decoder may perform inverse transforms on the coefficient blocks associated with TUs of a current CU to reconstruct residual blocks associated with the TUs of the current CU. The video decoder also reconstructs the coding blocks of the current CU by adding the samples of the predictive blocks for PUs of the current CU to corresponding samples of the transform blocks of the TUs of the current CU. After reconstructing the coding blocks for each CU of a frame, video decoder may reconstruct the frame.

As noted above, video coding achieves video compression using primarily two modes, i.e., intra-frame prediction (or intra-prediction) and inter-frame prediction (or inter-prediction). It is noted that IBC could be regarded as either intra-frame prediction or a third mode. Between the two modes, inter-frame prediction contributes more to the coding efficiency than intra-frame prediction because of the use of motion vectors for predicting a current video block from a reference video block.

But with the ever improving video data capturing technology and more refined video block size for preserving details in the video data, the amount of data required for representing motion vectors for a current frame also increases substantially. One way of overcoming this challenge is to benefit from the fact that not only a group of neighboring CUs in both the spatial and temporal domains have similar video data for predicting purpose but the motion vectors between these neighboring CUs are also similar. Therefore, it is possible to use the motion information of spatially neighboring CUs and/or temporally co-located CUs as an approximation of the motion information (e.g., motion vector) of a current CU by exploring their spatial and temporal correlation, which is also referred to as “Motion Vector Predictor (MVP)” of the current CU.

Instead of encoding, into the video bitstream, an actual motion vector of the current CU determined by the motion estimation unit42as described above in connection withFIG.3C, the motion vector predictor of the current CU is subtracted from the actual motion vector of the current CU to produce a Motion Vector Difference (MVD) for the current CU. By doing so, there is no need to encode the motion vector determined by the motion estimation unit42for each CU of a frame into the video bitstream and the amount of data used for representing motion information in the video bitstream may be significantly decreased.

Like the process of choosing a predictive block in a reference frame during inter-frame prediction of a code block, a set of rules need to be adopted by both the video encoder20and the video decoder for constructing a motion vector candidate list (also known as a “merge list”) for a current CU using those potential candidate motion vectors associated with spatially neighboring CUs and/or temporally co-located CUs of the current CU and then selecting one member from the motion vector candidate list as a motion vector predictor for the current CU. By doing so, there is no need to transmit the motion vector candidate list itself from the video encoder20to the video decoder and an index of the selected motion vector predictor within the motion vector candidate list is sufficient for the video encoder20and the video decoder to use the same motion vector predictor within the motion vector candidate list for encoding and decoding the current CU.

In the existing video codec, coding (including encoding and decoding) of a picture follows a predefined order on a basis of predefined coding units. For example, in HEVC, CTUs in one picture (or slice) is coded in raster scan order. The coding units of a CTU is coded using predefined z-order. The intra prediction only utilizes the reconstructed samples from the reconstructed CUs/TUs which are normally located at the left to the current block or above to the current block due to the predefined coding order. In this disclosure, several methods are proposed to utilize right and/or bottom samples of the current block to improve the efficiency of the intra prediction.

In some examples, a subset of the predictors of the current video block is firstly determined by one or more predefined process(es); this process is termed the first prediction process and the subset is termed as first subset. Secondly, the other predictors of the current video block are then generated by the other predefined process(es); this process is termed as second prediction process and the other predictors are termed as second subset.

In one example, the first subset of the predictors generated by the first prediction process may be the bottom-right predictor as illustrated in theFIG.5. And the second subset contains the other prediction samples as illustrated in theFIG.5.

The first prediction process may be any predictor generation process as being used in the conventional intra prediction modes such as the DC, Planar, angular modes defined in the HEVC and VVC.

The second prediction process may be any method to derive the second subset using the neighboring reconstructed samples and/or the predictors in the first subset derived by the first prediction process.

Using the prediction samples indexing in theFIG.5, in one example, the final prediction samples derived by the second prediction process is derived as follows

It is noted that the neighboring samples are denoted as p[x][y], with x=−1, y=−1 . . . height and x=0 . . . width, y=−1. width and height are the width and height of the current prediction block. w0, w1, w2 and w3 are weighting factors which could be predefined. N is the normalization factor which is normally sum of all the weighting factors.

In one specific example, the weighting factors are predefined as below:

In some other examples, one or more methods may be selected as the first prediction process and syntax elements are signaled into the bitstream to indicate which method is selected as the first prediction process to generate the prediction samples in the first subset. Similarly, one or more methods may be selected as the second prediction process and syntax elements are signaled into the bitstream to indicate which method is selected as the second prediction process to generate the prediction samples in the second subset.

The proposed schemes may be applied independently or in combination.

FIG.6shows a computing environment1610coupled with a user interface1650. The computing environment1610may be part of a data processing server. The computing environment1610includes a processor1620, a memory1630, and an Input/Output (I/O) interface1640.

The processor1620typically controls overall operations of the computing environment1610, such as the operations associated with display, data acquisition, data communications, and image processing. The processor1620may include one or more processors to execute instructions to perform all or some of the steps in the above-described methods. Moreover, the processor1620may include one or more modules that facilitate the interaction between the processor1620and other components. The processor may be a Central Processing Unit (CPU), a microprocessor, a single chip machine, a Graphical Processing Unit (GPU), or the like.

The memory1630is configured to store various types of data to support the operation of the computing environment1610. The memory1630may include predetermined software1632. Examples of such data includes instructions for any applications or methods operated on the computing environment1610, video datasets, image data, etc. The memory1630may be implemented by using any type of volatile or non-volatile memory devices, or a combination thereof, such as a Static Random Access Memory (SRAM), an Electrically Erasable Programmable Read-Only Memory (EEPROM), an Erasable Programmable Read-Only Memory (EPROM), a Programmable Read-Only Memory (PROM), a Read-Only Memory (ROM), a magnetic memory, a flash memory, a magnetic or optical disk.

The I/O interface1640provides an interface between the processor1620and peripheral interface modules, such as a keyboard, a click wheel, buttons, and the like. The buttons may include but are not limited to, a home button, a start scan button, and a stop scan button. The I/O interface1640may be coupled with an encoder and decoder.

FIG.7is a flowchart illustrating a method for video encoding according to an example of the present disclosure.

In step701, the processor1620, at the encoder side, may derive a first subset of predictors of a current prediction block by a first prediction process. In some examples, the first subset of the predictors generated by the first prediction process are away from the neighboring reconstructed samples. In some examples, the first subset of predictors may include the bottom-right predictor as illustrated in theFIG.5. In some examples, the first prediction process may include any predictor generation process as being used in the conventional intra prediction modes such as the DC, Planar, angular modes defined in the HEVC and VVC.

In step702, the processor1620, at the encoder side, may obtain a second subset of predictors by a second prediction process using neighboring reconstructed samples and the first subset of predictors. In some examples, the second subset of predictors may include the prediction samples other than the bottom-right predictor as illustrated in theFIG.5. In some examples, the second prediction process may include any method to derive the second subset using the neighboring reconstructed samples or the predictors in the first subset derived by the first prediction process.

In some examples, the processor1620, at the encoder side, may derive the second subset of predictors by the second prediction process using weighted sum of the first subset of predictors and the neighboring reconstructed samples.

In some examples, the processor1620, at the encoder side, may determine and indicate, by signaling syntax elements into bitstream, method selected as the first prediction process to generate prediction samples in the first subset.

In some examples, the processor1620, at the encoder side, may determine and indicate, by signaling syntax elements into bitstream, method selected as the second prediction process to generate prediction samples in the second subset.

FIG.8is a flowchart illustrating a method for video decoding according to an example of the present disclosure.

In step801, the processor1620, at the decoder side, may derive a first subset of predictors of a current prediction block by a first prediction process. In some examples, the first subset of predictors may include the bottom-right predictor as illustrated in theFIG.5. In some examples, the first prediction process may include any predictor generation process as being used in the conventional intra prediction modes such as the DC, Planar, angular modes defined in the HEVC and VVC.

In step802, the processor1620, at the decoder side, may obtain a second subset of predictors by a second prediction process using neighboring reconstructed samples and the first subset of predictors. For example, the second subset of predictors may include the prediction samples other than the bottom-right predictor as illustrated in theFIG.5. In some examples, the second prediction process may include any method to derive the second subset using the neighboring reconstructed samples or the predictors in the first subset derived by the first prediction process.

In some examples, the processor1620, at the decoder side, may derive the second subset of predictors by the second prediction process using weighted sum of the first subset predictors and the neighboring reconstructed samples.

In some examples, the processor1620, at the decoder side, may receive syntax elements signaled into bitstream; and determine and indicate method selected as the first prediction process to generate prediction samples in the first subset.

In some examples, the processor1620, at the decoder side, may receive syntax elements signaled into bitstream; and determine and indicate method selected as the second prediction process to generate prediction samples in the second subset.

In some examples, there is provided an apparatus for video encoding. The apparatus includes a processor1620and a memory1630configured to store instructions executable by the processor; where the processor, upon execution of the instructions, is configured to perform the method as illustrated inFIG.7.

In some examples, there is provided an apparatus for video decoding. The apparatus includes a processor1620and a memory1630configured to store instructions executable by the processor; where the processor, upon execution of the instructions, is configured to perform the method as illustrated inFIG.8.

In some other examples, there is provided a non-transitory computer readable storage medium, having instructions stored therein. For example, the instructions may be stored as the predetermined software1632, or a part of the software. When the instructions are executed by a processor1620, the instructions cause the processor to perform any method as illustrated inFIGS.7-8. In one example, the plurality of programs may be executed by the processor1620in the computing environment1610to receive (for example, from the video encoder20inFIG.3C) a bitstream or data stream including encoded video information (for example, video blocks representing encoded video frames, and/or associated one or more syntax elements, etc.), and may also be executed by the processor1620in the computing environment1610to perform the decoding method described above according to the received bitstream or data stream. In another example, the plurality of programs may be executed by the processor1620in the computing environment1610to perform the encoding method described above to encode video information (for example, video blocks representing video frames, and/or associated one or more syntax elements, etc.) into a bitstream or data stream, and may also be executed by the processor1620in the computing environment1610to transmit the bitstream or data stream (for example, to the video decoder). Alternatively, the non-transitory computer-readable storage medium may have stored therein a bitstream or a data stream including encoded video information (for example, video blocks representing encoded video frames, and/or associated one or more syntax elements etc.) generated by an encoder (for example, the video encoder20inFIG.3Cusing, for example, the encoding method described above for use by a decoder (for example, the video decoder) in decoding video data. The non-transitory computer-readable storage medium may be, for example, a ROM, a Random Access Memory (RAM), a CD-ROM, a magnetic tape, a floppy disc, an optical data storage device or the like.

The above methods may be implemented using an apparatus that includes one or more circuitries, which include application specific integrated circuits (ASICs), digital signal processors (DSPs), digital signal processing devices (DSPDs), programmable logic devices (PLDs), field programmable gate arrays (FPGAs), controllers, micro-controllers, microprocessors, or other electronic components. The apparatus may use the circuitries in combination with the other hardware or software components for performing the above described methods. Each module, sub-module, unit, or sub-unit disclosed above may be implemented at least partially using the one or more circuitries.

It will be appreciated that the present disclosure is not limited to the exact examples described above and illustrated in the accompanying drawings, and that various modifications and changes can be made without departing from the scope thereof.