Patent ID: 12254242

DETAILED DESCRIPTION OF EMBODIMENTS

I. Video Decoder and Encoder Systems

FIG.2illustrates a simplified block diagram of a communication system (200) according to an embodiment of the present disclosure. The communication system (200) includes a plurality of terminal devices that can communicate with each other, via, for example, a network (250). For example, the communication system (200) includes a first pair of terminal devices (210) and (220) interconnected via the network (250). In theFIG.2example, the first pair of terminal devices (210) and (220) performs unidirectional transmission of data. For example, the terminal device (210) may code video data (e.g., a stream of video pictures that are captured by the terminal device (210)) for transmission to the other terminal device (220) via the network (250). The encoded video data can be transmitted in the form of one or more coded video bitstreams. The terminal device (220) may receive the coded video data from the network (250), decode the coded video data to recover the video pictures and display video pictures according to the recovered video data. Unidirectional data transmission may be common in media serving applications and the like.

In another example, the communication system (200) includes a second pair of terminal devices (230) and (240) that performs bidirectional transmission of coded video data that may occur, for example, during videoconferencing. For bidirectional transmission of data, in an example, each terminal device of the terminal devices (230) and (240) may code video data (e.g., a stream of video pictures that are captured by the terminal device) for transmission to the other terminal device of the terminal devices (230) and (240) via the network (250). Each terminal device of the terminal devices (230) and (240) also may receive the coded video data transmitted by the other terminal device of the terminal devices (230) and (240), and may decode the coded video data to recover the video pictures and may display video pictures at an accessible display device according to the recovered video data.

In theFIG.2example, the terminal devices (210), (220), (230) and (240) may be illustrated as servers, personal computers and smart phones but the principles of the present disclosure may be not so limited. Embodiments of the present disclosure find application with laptop computers, tablet computers, media players and/or dedicated video conferencing equipment. The network (250) represents any number of networks that convey coded video data among the terminal devices (210), (220), (230) and (240), including for example wireline (wired) and/or wireless communication networks. The communication network (250) may exchange data in circuit-switched and/or packet-switched channels. Representative networks include telecommunications networks, local area networks, wide area networks and/or the Internet. For the purposes of the present discussion, the architecture and topology of the network (250) may be immaterial to the operation of the present disclosure unless explained herein below.

FIG.3illustrates, as an example for an application for the disclosed subject matter, the placement of a video encoder and a video decoder in a streaming environment. The disclosed subject matter can be equally applicable to other video enabled applications, including, for example, video conferencing, digital TV, storing of compressed video on digital media including CD, DVD, memory stick, and the like.

A streaming system may include a capture subsystem (313) that can include a video source (301), for example a digital camera, creating for example a stream of video pictures (302) that are uncompressed. In an example, the stream of video pictures (302) includes samples that are taken by the digital camera. The stream of video pictures (302), depicted as a bold line to emphasize a high data volume when compared to encoded video data (304) (or coded video bitstreams), can be processed by an electronic device (320) that includes a video encoder (303) coupled to the video source (301). The video encoder (303) can include hardware, software, or a combination thereof to enable or implement aspects of the disclosed subject matter as described in more detail below. The encoded video data (304) (or encoded video bitstream (304)), depicted as a thin line to emphasize the lower data volume when compared to the stream of video pictures (302), can be stored on a streaming server (305) for future use. One or more streaming client subsystems, such as client subsystems (306) and (308) inFIG.3can access the streaming server (305) to retrieve copies (307) and (309) of the encoded video data (304). A client subsystem (306) can include a video decoder (310), for example, in an electronic device (330). The video decoder (310) decodes the incoming copy (307) of the encoded video data and creates an outgoing stream of video pictures (311) that can be rendered on a display (312) (e.g., display screen) or other rendering device (not depicted). In some streaming systems, the encoded video data (304), (307), and (309) (e.g., video bitstreams) can be encoded according to certain video coding/compression standards. Examples of those standards include ITU-T Recommendation H.265. In an example, a video coding standard under development is informally known as Versatile Video Coding (VVC). The disclosed subject matter may be used in the context of VVC.

It is noted that the electronic devices (320) and (330) can include other components (not shown). For example, the electronic device (320) can include a video decoder (not shown) and the electronic device (330) can include a video encoder (not shown) as well.

FIG.4shows a block diagram of a video decoder (410) according to an embodiment of the present disclosure. The video decoder (410) can be included in an electronic device (430). The electronic device (430) can include a receiver (431) (e.g., receiving circuitry). The video decoder (410) can be used in the place of the video decoder (310) in theFIG.3example.

The receiver (431) may receive one or more coded video sequences to be decoded by the video decoder (410); in the same or another embodiment, one coded video sequence at a time, where the decoding of each coded video sequence is independent from other coded video sequences. The coded video sequence may be received from a channel (401), which may be a hardware/software link to a storage device which stores the encoded video data. The receiver (431) may receive the encoded video data with other data, for example, coded audio data and/or ancillary data streams, that may be forwarded to their respective using entities (not depicted). The receiver (431) may separate the coded video sequence from the other data. To combat network jitter, a buffer memory (415) may be coupled in between the receiver (431) and an entropy decoder/parser (420) (“parser (420)” henceforth). In certain applications, the buffer memory (415) is part of the video decoder (410). In others, it can be outside of the video decoder (410) (not depicted). In still others, there can be a buffer memory (not depicted) outside of the video decoder (410), for example to combat network jitter, and in addition another buffer memory (415) inside the video decoder (410), for example to handle playout timing. When the receiver (431) is receiving data from a store/forward device of sufficient bandwidth and controllability, or from an isosynchronous network, the buffer memory (415) may not be needed, or can be small. For use on best effort packet networks such as the Internet, the buffer memory (415) may be required, can be comparatively large and can be advantageously of adaptive size, and may at least partially be implemented in an operating system or similar elements (not depicted) outside of the video decoder (410).

The video decoder (410) may include the parser (420) to reconstruct symbols (421) from the coded video sequence. Categories of those symbols include information used to manage operation of the video decoder (410), and potentially information to control a rendering device such as a render device (412) (e.g., a display screen) that is not an integral part of the electronic device (430) but can be coupled to the electronic device (430), as was shown in FIG.4. The control information for the rendering device(s) may be in the form of Supplemental Enhancement Information (SEI messages) or Video Usability Information (VUI) parameter set fragments (not depicted). The parser (420) may parse/entropy-decode the coded video sequence that is received. The coding of the coded video sequence can be in accordance with a video coding technology or standard, and can follow various principles, including variable length coding, Huffman coding, arithmetic coding with or without context sensitivity, and so forth. The parser (420) may extract from the coded video sequence, a set of subgroup parameters for at least one of the subgroups of pixels in the video decoder, based upon at least one parameter corresponding to the group. Subgroups can include Groups of Pictures (GOPs), pictures, tiles, slices, macroblocks, Coding Units (CUs), blocks, Transform Units (TUs), Prediction Units (PUs) and so forth. The parser (420) may also extract from the coded video sequence information such as transform coefficients, quantizer parameter values, MVs, and so forth.

The parser (420) may perform an entropy decoding/parsing operation on the video sequence received from the buffer memory (415), so as to create symbols (421).

Reconstruction of the symbols (421) can involve multiple different units depending on the type of the coded video picture or parts thereof (such as: inter and intra picture, inter and intra block), and other factors. Which units are involved, and how, can be controlled by the subgroup control information that was parsed from the coded video sequence by the parser (420). The flow of such subgroup control information between the parser (420) and the multiple units below is not depicted for clarity.

Beyond the functional blocks already mentioned, the video decoder (410) can be conceptually subdivided into a number of functional units as described below. In a practical implementation operating under commercial constraints, many of these units interact closely with each other and can, at least partly, be integrated into each other. However, for the purpose of describing the disclosed subject matter, the conceptual subdivision into the functional units below is appropriate.

A first unit is the scaler/inverse transform unit (451). The scaler/inverse transform unit (451) receives a quantized transform coefficient as well as control information, including which transform to use, block size, quantization factor, quantization scaling matrices, etc. as symbol(s) (421) from the parser (420). The scaler/inverse transform unit (451) can output blocks comprising sample values that can be input into aggregator (455).

In some cases, the output samples of the scaler/inverse transform (451) can pertain to an intra coded block; that is: a block that is not using predictive information from previously reconstructed pictures, but can use predictive information from previously reconstructed parts of the current picture. Such predictive information can be provided by an intra picture prediction unit (452). In some cases, the intra picture prediction unit (452) generates a block of the same size and shape of the block under reconstruction, using surrounding already reconstructed information fetched from the current picture buffer (458). The current picture buffer (458) buffers, for example, partly reconstructed current picture and/or fully reconstructed current picture. The aggregator (455), in some cases, adds, on a per sample basis, the prediction information that the intra prediction unit (452) has generated to the output sample information as provided by the scaler/inverse transform unit (451).

In other cases, the output samples of the scaler/inverse transform unit (451) can pertain to an inter coded, and potentially motion compensated block. In such a case, a motion compensation prediction unit (453) can access reference picture memory (457) to fetch samples used for prediction. After motion compensating the fetched samples in accordance with the symbols (421) pertaining to the block, these samples can be added by the aggregator (455) to the output of the scaler/inverse transform unit (451) (in this case called the residual samples or residual signal) so as to generate output sample information. The addresses within the reference picture memory (457) from where the motion compensation prediction unit (453) fetches prediction samples can be controlled by MVs, available to the motion compensation prediction unit (453) in the form of symbols (421) that can have, for example X, Y, and reference picture components. Motion compensation also can include interpolation of sample values as fetched from the reference picture memory (457) when sub-sample exact MVs are in use, MV prediction mechanisms, and so forth.

The output samples of the aggregator (455) can be subject to various loop filtering techniques in the loop filter unit (456). Video compression technologies can include in-loop filter technologies that are controlled by parameters included in the coded video sequence (also referred to as coded video bitstream) and made available to the loop filter unit (456) as symbols (421) from the parser (420), but can also be responsive to meta-information obtained during the decoding of previous (in decoding order) parts of the coded picture or coded video sequence, as well as responsive to previously reconstructed and loop-filtered sample values.

The output of the loop filter unit (456) can be a sample stream that can be output to the render device (412) as well as stored in the reference picture memory (457) for use in future inter-picture prediction.

Certain coded pictures, once fully reconstructed, can be used as reference pictures for future prediction. For example, once a coded picture corresponding to a current picture is fully reconstructed and the coded picture has been identified as a reference picture (by, for example, the parser (420)), the current picture buffer (458) can become a part of the reference picture memory (457), and a fresh current picture buffer can be reallocated before commencing the reconstruction of the following coded picture.

The video decoder (410) may perform decoding operations according to a predetermined video compression technology in a standard, such as ITU-T Rec. H.265. The coded video sequence may conform to a syntax specified by the video compression technology or standard being used, in the sense that the coded video sequence adheres to both the syntax of the video compression technology or standard and the profiles as documented in the video compression technology or standard. Specifically, a profile can select certain tools as the only tools available for use under that profile from all the tools available in the video compression technology or standard. Also necessary for compliance can be that the complexity of the coded video sequence is within bounds as defined by the level of the video compression technology or standard. In some cases, levels restrict the maximum picture size, maximum frame rate, maximum reconstruction sample rate (measured in, for example megasamples per second), maximum reference picture size, and so on. Limits set by levels can, in some cases, be further restricted through Hypothetical Reference Decoder (HRD) specifications and metadata for HRD buffer management signaled in the coded video sequence.

In an embodiment, the receiver (431) may receive additional (redundant) data with the encoded video. The additional data may be included as part of the coded video sequence(s). The additional data may be used by the video decoder (410) to properly decode the data and/or to more accurately reconstruct the original video data. Additional data can be in the form of, for example, temporal, spatial, or signal noise ratio (SNR) enhancement layers, redundant slices, redundant pictures, forward error correction codes, and so on.

FIG.5shows a block diagram of a video encoder (503) according to an embodiment of the present disclosure. The video encoder (503) is included in an electronic device (520). The electronic device (520) includes a transmitter (540) (e.g., transmitting circuitry). The video encoder (503) can be used in the place of the video encoder (303) in theFIG.3example.

The video encoder (503) may receive video samples from a video source (501) (that is not part of the electronic device (520) in theFIG.5example) that may capture video image(s) to be coded by the video encoder (503). In another example, the video source (501) is a part of the electronic device (520).

The video source (501) may provide the source video sequence to be coded by the video encoder (503) in the form of a digital video sample stream that can be of any suitable bit depth (for example: 8 bit, 10 bit, 12 bit, . . . ), any colorspace (for example, BT.601 Y CrCB, RGB, . . . ), and any suitable sampling structure (for example Y CrCb 4:2:0, Y CrCb 4:4:4). In a media serving system, the video source (501) may be a storage device storing previously prepared video. In a videoconferencing system, the video source (501) may be a camera that captures local image information as a video sequence. Video data may be provided as a plurality of individual pictures that impart motion when viewed in sequence. The pictures themselves may be organized as a spatial array of pixels, wherein each pixel can comprise one or more samples depending on the sampling structure, color space, etc. in use. A person skilled in the art can readily understand the relationship between pixels and samples. The description below focuses on samples.

According to an embodiment, the video encoder (503) may code and compress the pictures of the source video sequence into a coded video sequence (543) in real time or under any other time constraints as required by the application. Enforcing appropriate coding speed is one function of a controller (550). In some embodiments, the controller (550) controls other functional units as described below and is functionally coupled to the other functional units. The coupling is not depicted for clarity. Parameters set by the controller (550) can include rate control related parameters (picture skip, quantizer, lambda value of rate-distortion optimization techniques, . . . ), picture size, group of pictures (GOP) layout, maximum MV allowed reference area, and so forth. The controller (550) can be configured to have other suitable functions that pertain to the video encoder (503) optimized for a certain system design.

In some embodiments, the video encoder (503) is configured to operate in a coding loop. As an oversimplified description, in an example, the coding loop can include a source coder (530) (e.g., responsible for creating symbols, such as a symbol stream, based on an input picture to be coded, and a reference picture(s)), and a (local) decoder (533) embedded in the video encoder (503). The decoder (533) reconstructs the symbols to create the sample data in a similar manner as a (remote) decoder also would create (as any compression between symbols and coded video bitstream is lossless in the video compression technologies considered in the disclosed subject matter). The reconstructed sample stream (sample data) is input to the reference picture memory (534). As the decoding of a symbol stream leads to bit-exact results independent of decoder location (local or remote), the content in the reference picture memory (534) is also bit exact between the local encoder and remote encoder. In other words, the prediction part of an encoder “sees” as reference picture samples exactly the same sample values as a decoder would “see” when using prediction during decoding. This fundamental principle of reference picture synchronicity (and resulting drift, if synchronicity cannot be maintained, for example because of channel errors) is used in some related arts as well.

The operation of the “local” decoder (533) can be the same as of a “remote” decoder, such as the video decoder (410), which has already been described in detail above in conjunction withFIG.4. Briefly referring also toFIG.4, however, as symbols are available and encoding/decoding of symbols to a coded video sequence by an entropy coder (545) and the parser (420) can be lossless, the entropy decoding parts of the video decoder (410), including the buffer memory (415) and the parser (420) may not be fully implemented in the local decoder (533).

An observation that can be made at this point is that any decoder technology except the parsing/entropy decoding that is present in a decoder also necessarily needs to be present, in substantially identical functional form, in a corresponding encoder. For this reason, the disclosed subject matter focuses on decoder operation. The description of encoder technologies can be abbreviated as they are the inverse of the comprehensively described decoder technologies. Only in certain areas a more detail description is required and provided below.

During operation, in some examples, the source coder (530) may perform motion compensated predictive coding, which codes an input picture predictively with reference to one or more previously-coded picture from the video sequence that were designated as “reference pictures”. In this manner, the coding engine (532) codes differences between pixel blocks of an input picture and pixel blocks of reference picture(s) that may be selected as prediction reference(s) to the input picture.

The local video decoder (533) may decode coded video data of pictures that may be designated as reference pictures, based on symbols created by the source coder (530). Operations of the coding engine (532) may advantageously be lossy processes. When the coded video data may be decoded at a video decoder (not shown inFIG.5), the reconstructed video sequence typically may be a replica of the source video sequence with some errors. The local video decoder (533) replicates decoding processes that may be performed by the video decoder on reference pictures and may cause reconstructed reference pictures to be stored in the reference picture cache (534). In this manner, the video encoder (503) may store copies of reconstructed reference pictures locally that have common content as the reconstructed reference pictures that will be obtained by a far-end video decoder (absent transmission errors).

The predictor (535) may perform prediction searches for the coding engine (532). That is, for a new picture to be coded, the predictor (535) may search the reference picture memory (534) for sample data (as candidate reference pixel blocks) or certain metadata such as reference picture MVs, block shapes, and so on, that may serve as an appropriate prediction reference for the new pictures. The predictor (535) may operate on a sample block-by-pixel block basis to find appropriate prediction references. In some cases, as determined by search results obtained by the predictor (535), an input picture may have prediction references drawn from multiple reference pictures stored in the reference picture memory (534).

The controller (550) may manage coding operations of the source coder (530), including, for example, setting of parameters and subgroup parameters used for encoding the video data.

Output of all aforementioned functional units may be subjected to entropy coding in the entropy coder (545). The entropy coder (545) translates the symbols as generated by the various functional units into a coded video sequence, by lossless compressing the symbols according to technologies such as Huffman coding, variable length coding, arithmetic coding, and so forth.

The transmitter (540) may buffer the coded video sequence(s) as created by the entropy coder (545) to prepare for transmission via a communication channel (560), which may be a hardware/software link to a storage device which would store the encoded video data. The transmitter (540) may merge coded video data from the video coder (503) with other data to be transmitted, for example, coded audio data and/or ancillary data streams (sources not shown).

The controller (550) may manage operation of the video encoder (503). During coding, the controller (550) may assign to each coded picture a certain coded picture type, which may affect the coding techniques that may be applied to the respective picture. For example, pictures often may be assigned as one of the following picture types:

An Intra Picture (I picture) may be one that may be coded and decoded without using any other picture in the sequence as a source of prediction. Some video codecs allow for different types of intra pictures, including, for example Independent Decoder Refresh (“IDR”) Pictures. A person skilled in the art is aware of those variants of I pictures and their respective applications and features.

A predictive picture (P picture) may be one that may be coded and decoded using intra prediction or inter prediction using at most one MV and reference index to predict the sample values of each block.

A bi-directionally predictive picture (B Picture) may be one that may be coded and decoded using intra prediction or inter prediction using at most two MVs and reference indices to predict the sample values of each block. Similarly, multiple-predictive pictures can use more than two reference pictures and associated metadata for the reconstruction of a single block.

Source pictures commonly may be subdivided spatially into a plurality of sample blocks (for example, blocks of 4×4, 8×8, 4×8, or 16×16 samples each) and coded on a block-by-block basis. Blocks may be coded predictively with reference to other (already coded) blocks as determined by the coding assignment applied to the blocks' respective pictures. For example, blocks of I pictures may be coded non-predictively or they may be coded predictively with reference to already coded blocks of the same picture (spatial prediction or intra prediction). Pixel blocks of P pictures may be coded predictively, via spatial prediction or via temporal prediction with reference to one previously coded reference picture. Blocks of B pictures may be coded predictively, via spatial prediction or via temporal prediction with reference to one or two previously coded reference pictures.

The video encoder (503) may perform coding operations according to a predetermined video coding technology or standard, such as ITU-T Rec. H.265. In its operation, the video encoder (503) may perform various compression operations, including predictive coding operations that exploit temporal and spatial redundancies in the input video sequence. The coded video data, therefore, may conform to a syntax specified by the video coding technology or standard being used.

In an embodiment, the transmitter (540) may transmit additional data with the encoded video. The source coder (530) may include such data as part of the coded video sequence. Additional data may comprise temporal/spatial/SNR enhancement layers, other forms of redundant data such as redundant pictures and slices, SEI messages, VUI parameter set fragments, and so on.

A video may be captured as a plurality of source pictures (video pictures) in a temporal sequence. Intra-picture prediction (often abbreviated to intra prediction) makes use of spatial correlation in a given picture, and inter-picture prediction makes uses of the (temporal or other) correlation between the pictures. In an example, a specific picture under encoding/decoding, which is referred to as a current picture, is partitioned into blocks. When a block in the current picture is similar to a reference block in a previously coded and still buffered reference picture in the video, the block in the current picture can be coded by a vector that is referred to as a MV. The MV points to the reference block in the reference picture, and can have a third dimension identifying the reference picture, in case multiple reference pictures are in use.

In some embodiments, a bi-prediction technique can be used in the inter-picture prediction. According to the bi-prediction technique, two reference pictures, such as a first reference picture and a second reference picture that are both prior in decoding order to the current picture in the video (but may be in the past and future, respectively, in display order) are used. A block in the current picture can be coded by a first MV that points to a first reference block in the first reference picture, and a second MV that points to a second reference block in the second reference picture. The block can be predicted by a combination of the first reference block and the second reference block.

Further, a merge mode technique can be used in the inter-picture prediction to improve coding efficiency.

According to some embodiments of the disclosure, predictions, such as inter-picture predictions and intra-picture predictions are performed in the unit of blocks. For example, according to the HEVC standard, a picture in a sequence of video pictures is partitioned into coding tree units (CTU) for compression, the CTUs in a picture have the same size, such as 64×64 pixels, 32×32 pixels, or 16×16 pixels. In general, a CTU includes three coding tree blocks (CTBs), which are one luma CTB and two chroma CTBs. Each CTU can be recursively quad-tree split into one or multiple coding units (CUs). For example, a CTU of 64×64 pixels can be split into one CU of 64×64 pixels, or 4 CUs of 32×32 pixels, or 16 CUs of 16×16 pixels. In an example, each CU is analyzed to determine a prediction type for the CU, such as an inter prediction type or an intra prediction type. The CU is split into one or more prediction units (PUs) depending on the temporal and/or spatial predictability. Generally, each PU includes a luma prediction block (PB), and two chroma PB s. In an embodiment, a prediction operation in coding (encoding/decoding) is performed in the unit of a prediction block. Using a luma prediction block as an example of a prediction block, the prediction block includes a matrix of values (e.g., luma values) for pixels, such as 8×8 pixels, 16×16 pixels, 8×16 pixels, 16×8 pixels, and the like.

FIG.6shows a diagram of a video encoder (603) according to another embodiment of the disclosure. The video encoder (603) is configured to receive a processing block (e.g., a prediction block) of sample values within a current video picture in a sequence of video pictures, and encode the processing block into a coded picture that is part of a coded video sequence. In an example, the video encoder (603) is used in the place of the video encoder (303) in theFIG.3example.

In an HEVC example, the video encoder (603) receives a matrix of sample values for a processing block, such as a prediction block of 8×8 samples, and the like. The video encoder (603) determines whether the processing block is best coded using intra mode, inter mode, or bi-prediction mode using, for example, rate-distortion optimization. When the processing block is to be coded in intra mode, the video encoder (603) may use an intra prediction technique to encode the processing block into the coded picture; and when the processing block is to be coded in inter mode or bi-prediction mode, the video encoder (603) may use an inter prediction or bi-prediction technique, respectively, to encode the processing block into the coded picture. In certain video coding technologies, merge mode can be an inter picture prediction submode where the MV is derived from one or more MV predictors without the benefit of a coded MV component outside the predictors. In certain other video coding technologies, a MV component applicable to the subject block may be present. In an example, the video encoder (603) includes other components, such as a mode decision module (not shown) to determine the mode of the processing blocks.

In theFIG.6example, the video encoder (603) includes the inter encoder (630), an intra encoder (622), a residue calculator (623), a switch (626), a residue encoder (624), a general controller (621), and an entropy encoder (625) coupled together as shown inFIG.6.

The inter encoder (630) is configured to receive the samples of the current block (e.g., a processing block), compare the block to one or more reference blocks in reference pictures (e.g., blocks in previous pictures and later pictures), generate inter prediction information (e.g., description of redundant information according to inter encoding technique, MVs, merge mode information), and calculate inter prediction results (e.g., prediction block) based on the inter prediction information using any suitable technique. In some examples, the reference pictures are decoded reference pictures that are decoded based on the encoded video information.

The intra encoder (622) is configured to receive the samples of the current block (e.g., a processing block), in some cases compare the block to blocks already coded in the same picture, generate quantized coefficients after transform, and in some cases also intra prediction information (e.g., an intra prediction direction information according to one or more intra encoding techniques). In an example, the intra encoder (622) also calculates intra prediction results (e.g., prediction block) based on the intra prediction information and reference blocks in the same picture.

The general controller (621) is configured to determine general control data and control other components of the video encoder (603) based on the general control data. In an example, the general controller (621) determines the mode of the block, and provides a control signal to the switch (626) based on the mode. For example, when the mode is the intra mode, the general controller (621) controls the switch (626) to select the intra mode result for use by the residue calculator (623), and controls the entropy encoder (625) to select the intra prediction information and include the intra prediction information in the bitstream; and when the mode is the inter mode, the general controller (621) controls the switch (626) to select the inter prediction result for use by the residue calculator (623), and controls the entropy encoder (625) to select the inter prediction information and include the inter prediction information in the bitstream.

The residue calculator (623) is configured to calculate a difference (residue data) between the received block and prediction results selected from the intra encoder (622) or the inter encoder (630). The residue encoder (624) is configured to operate based on the residue data to encode the residue data to generate the transform coefficients. In an example, the residue encoder (624) is configured to convert the residue data from a spatial domain to a frequency domain, and generate the transform coefficients. The transform coefficients are then subject to quantization processing to obtain quantized transform coefficients. In various embodiments, the video encoder (603) also includes a residue decoder (628). The residue decoder (628) is configured to perform inverse-transform, and generate the decoded residue data. The decoded residue data can be suitably used by the intra encoder (622) and the inter encoder (630). For example, the inter encoder (630) can generate decoded blocks based on the decoded residue data and inter prediction information, and the intra encoder (622) can generate decoded blocks based on the decoded residue data and the intra prediction information. The decoded blocks are suitably processed to generate decoded pictures and the decoded pictures can be buffered in a memory circuit (not shown) and used as reference pictures in some examples.

The entropy encoder (625) is configured to format the bitstream to include the encoded block. The entropy encoder (625) is configured to include various information according to a suitable standard such as HEVC. In an example, the entropy encoder (625) is configured to include the general control data, the selected prediction information (e.g., intra prediction information or inter prediction information), the residue information, and other suitable information in the bitstream. Note that, according to the disclosed subject matter, when coding a block in the merge submode of either inter mode or bi-prediction mode, there is no residue information.

FIG.7shows a diagram of a video decoder (710) according to another embodiment of the disclosure. The video decoder (710) is configured to receive coded pictures that are part of a coded video sequence, and decode the coded pictures to generate reconstructed pictures. In an example, the video decoder (710) is used in the place of the video decoder (310) in theFIG.3example.

In theFIG.7example, the video decoder (710) includes an entropy decoder (771), an inter decoder (780), a residue decoder (773), a reconstruction module (774), and an intra decoder (772) coupled together as shown inFIG.7.

The entropy decoder (771) can be configured to reconstruct, from the coded picture, certain symbols that represent the syntax elements of which the coded picture is made up. Such symbols can include, for example, the mode in which a block is coded (such as, for example, intra mode, inter mode, bi-predicted mode, the latter two in merge submode or another submode), prediction information (such as, for example, intra prediction information or inter prediction information) that can identify certain sample or metadata that is used for prediction by the intra decoder (772) or the inter decoder (780), respectively, residual information in the form of, for example, quantized transform coefficients, and the like. In an example, when the prediction mode is inter or bi-predicted mode, the inter prediction information is provided to the inter decoder (780); and when the prediction type is the intra prediction type, the intra prediction information is provided to the intra decoder (772). The residual information can be subject to inverse quantization and is provided to the residue decoder (773).

The inter decoder (780) is configured to receive the inter prediction information, and generate inter prediction results based on the inter prediction information.

The intra decoder (772) is configured to receive the intra prediction information, and generate prediction results based on the intra prediction information.

The residue decoder (773) is configured to perform inverse quantization to extract de-quantized transform coefficients, and process the de-quantized transform coefficients to convert the residual from the frequency domain to the spatial domain. The residue decoder (773) may also require certain control information (to include the Quantizer Parameter (QP)), and that information may be provided by the entropy decoder (771) (data path not depicted as this may be low volume control information only).

The reconstruction module (774) is configured to combine, in the spatial domain, the residual as output by the residue decoder (773) and the prediction results (as output by the inter or intra prediction modules as the case may be) to form a reconstructed block, that may be part of the reconstructed picture, which in turn may be part of the reconstructed video. It is noted that other suitable operations, such as a deblocking operation and the like, can be performed to improve the visual quality.

It is noted that the video encoders (303), (503), and (603), and the video decoders (310), (410), and (710) can be implemented using any suitable technique. In an embodiment, the video encoders (303), (503), and (603), and the video decoders (310), (410), and (710) can be implemented using one or more integrated circuits. In another embodiment, the video encoders (303), (503), and (603), and the video decoders (310), (410), and (710) can be implemented using one or more processors that execute software instructions.

II. Immersive Teleconference and Telepresence

The disclosure presents methods of audio and video mixing for immersive teleconferencing and telepresence for remote terminals (ITT4RT). According to aspects of the disclosure, when an end client device or user device has a limited capability and/or is not compatible with multimedia telephony service for internet protocol multimedia subsystem (MTSI), all or a part of media processing can be offloaded from the end client device to a media aware network element such as a multimedia resource function (MRF) and/or a media control unit (MCU). The media aware network element can be a content-aware network router which can intelligently perform appropriate processing (e.g., routing, filtering, adaptation, security operation, and the like) by taking into account the content type, the content properties (described by metadata or extracted by protocol field analysis), the network properties, and/or the network status. Down mix generally refers to the process of rendering more audio content channels into fewer speakers. In some embodiments, down mixing of audio streams and/or combining of audio and video streams for immersive and overlay streams can be processed using a network-based media processing (NBMP) in the media aware network elements.

When an omnidirectional media stream is used, only a part of the omnidirectional media content corresponding to a user's viewport can be rendered. For example, when a user uses a head-mounted display (HMD), the omnidirectional media content corresponding to the user's viewpoint can give the user a realistic view of the media stream.

FIG.8illustrates an exemplary immersive teleconference call according to an embodiment of the disclosure. The exemplary immersive teleconference call is organized among a conference room A (801), a user B (802), and a user C (803). The conference room A (801) is equipped with an omnidirectional camera (804), and the users B (802) and C (803) are remote participants using an HMD and a mobile device, respectively. In this embodiment, the participants B (802) and C (803) can send their viewport orientations to the conference room A (801), which in turn sends the participants B (802) and C (803) viewport dependent streams from the omnidirectional camera (804).

FIG.9shows another exemplary immersive teleconference call according to an embodiment of the disclosure. The exemplary teleconference call is organized among multiple conference rooms (901-904), a user B (905) who uses an HMD to receive the teleconference stream, and a user C (906) who uses a mobile device to receive the teleconference stream. The participants B (905) and C (906) can send their viewport orientations to one of the conference rooms (901-904), which in turn sends the participants B (802) and C (803) viewport dependent streams from an omnidirectional camera of the one of the conference rooms.

FIG.10shows another exemplary immersive teleconference call according to an embodiment of the disclosure. The exemplary immersive teleconference call is set up using an MRF (or MCU) (1005), which is a multimedia server that provides media-related functions for bridging terminals in a multiparty conference call. In this embodiment, multiple conference rooms (1001-1004) can send their respective videos to the MRF (or MCU). These videos are viewport independent videos. That is, an entire 360-degree video for a reference room can be sent to the media server irrespective of a user's viewport. The media server can receive the viewport orientations of the users B (1006) and C (1007), and accordingly send the users B (1006) and C (1007) viewport dependent streams.

InFIGS.9-10, the remote users B and C can choose one of the available 360-degree videos from the conference rooms (901-904) and (1001-1004), respectively, to view. For example, the remote user B can send information to a conference room or an MRF (or MCU) about a video stream the user B chooses and a viewport orientation of the user B. The remote user B can trigger switching from one room to another room based on an active speaker. In addition, the media server can pause receiving a video stream from a conference room which does not have an active user.

In ISO 23090-2, an overlay is defined as a piece of visual media rendered over an omnidirectional video, an image item, or a viewport. Referring back toFIGS.9-10, when a presentation is being shared by a participant in a conference room such as the conference room A, besides being displayed in the conference room A, this presentation can be also broadcasted as a stream to other remote users. This stream can be overlaid on top of a 360-degree video of the conference room A. Additionally, overlays can also be used for 2D streams.

According to aspects of the disclosure, when an end device has a limited capacity or struggles to decode and render multiple video and/or audio streams, the NBMP can be used to offload the processing of media streams from the end device. Accordingly, a battery life of the end device can be increased.

Embodiments of this disclosure include methods of offloading audio processing from an end user to a media-aware networking element such as MRF (or MCU). Furthermore, embodiments of this disclosure introduce audio mixing parameters which are used for the down mixing of audio streams. In addition, embodiments of this disclosure include methods of encoding and/or decoding the audio and video streams at a media-aware networking element.

For transmitting an immersive stream in a teleconference, when an overlay video or image is superimposed on a 360-degree video, some information can be included such as an overlay source, an overlay rendering type, rendering properties (e.g., opacity), user interaction properties, and the like. The overlay source specifies an image or a video that is used as an overlay. The overlay rendering type describes if the overlay is anchored relative to a viewport or a sphere.

Referring back toFIGS.9-10, where each of the multiple conference rooms is equipped with an omnidirectional media capture device such as an omnidirectional camera. A remote user can choose a video and/or an audio stream corresponding to one of the multiple conference rooms to be displayed as an immersive stream. An additional audio or video stream that is used together with the 360-degree immersive stream can be sent as a separate stream that is referred to as an overlay.

In an embodiment, when receiving multiple audio streams, an end device can decode and mix the multiple audio streams to be rendered. A sender device of a conference room which sends the multiple audio streams can provide mixing levels of different audio streams using a session description protocol (SDP).

In an embodiment, the sender device of the conference room can update the mixing levels of different audio streams during a teleconference session using the SDP.

In an embodiment, the end device can customize different mixing levels to overwrite the mixing levels set by the sender device based on a user's preference.

In some embodiments, when receiving the video and the audio media streams, the end device can decode and render the streams to a display. When the end device's capabilities are limited, certain or all media processing can be offloaded to a media-aware network element such as MRF (or MCU), as shown inFIG.10.

In an embodiment, for audio streams, when the end device's processing capability is limited for example due to a limited battery power, or when the end device receives multiple media streams and struggles to decode and render the streams, the end device can offload the media processing to an MRF (or MCU). These audio streams can include audio streams for 360-degree videos and/or audio streams for overlays.

In an embodiment, when the audio processing is offloaded to an MRF (or MCU), the multiple audio streams can be down mixed into a single stereo stream or a mono stream, which can be sent to the end device for rendering.

In an embodiment, when multiple audio streams are down mixed, audio mixing parameters such as loudness can be defined by a sender device or customized by an end user.

In an embodiment, when the audio mixing parameters are defined by a sender device, the sender device can set all the audio streams to a same level, which can be transmitted from the sender device to an MRF (or MCU) via an SDP signaling.

In an embodiment, a sender device can set an audio level for a 360-degree background video to be higher than audio levels for overlay audio streams. All the overlay audio streams can have same audio parameters. These audio levels can be transmitted from the sender device to an MRF (or MCU) via an SDP signaling.

In an embodiment, a sender device can set an audio level for a 360-degree background video to be higher than audio levels for overlay audio streams. The audio mixing levels for the overlay streams can be set based on priorities of the overlay streams. These audio levels can be transmitted from a sender device to an MRF (or MCU) via an SDP signaling.

In an embodiment, an MRF (or MCU) can send same audio streams to multiple end devices, when the multiple end devices may not have enough processing capacity.

In an embodiment, when audio mixing parameters are defined by an end device, individual audio streams can be encoded for each user by a sender device or an MRF (or MCU). The audio mixing parameters can be set based on a user's field of view (FoV). For example, audio streams for overlays which lie within the FoV can be mixed with more loudness as compared to other streams. These parameters can be negotiated with the MRF (or MCU) using an SDP signaling during a setup or in between the sessions.

According to aspects of the disclosure, media processing of video or both audio and video can be offloaded from an end device to a media aware network element such as an MRF (or MCU) when the end device does not support MTSI ITT4RT, thereby providing backward compatibility for an MTSI terminal.

In an embodiment, when an end device's capability is limited, the audio and video mixing can be performed at an MRF (or MCU).

In an embodiment, when an MRF (or MCU) has limited capabilities, the MRF (or MCU) can create a same audio and video stream by combining multiple audio streams and video streams for a same sender device and send the same audio and video stream to all MTSI devices with limited capabilities.

In an embodiment, an MRF (or MCU) can negotiate with all or a subset of MTSI devices a set of common configurations for audio mixing and a single video composition of a 360-degree video and various overlays using an SDP signaling.

In an embodiment, audio mixing parameters such as audio mixing weights can be defined for each audio stream. Default values of the audio mixing weights can be set based on a sound intensity, which can be defined as a power carried by sound waves per unit area in a direction perpendicular to the area. The default values of the audio mixing weights can also be set based on priorities of the overlays. The default values of the audio mixing weights can be defined by a sender device.

In an embodiment, the audio mixing weights can be customized by an end user during a conference session via an SDP signaling. The customization of the audio mixing weights is useful in a number of scenarios. For example, the user wants to listen or focus on one particular audio stream. In another example, a quality of the down mixed audio is not tolerable for certain reasons such as a variation of an audio level, an audio quality, or poor SNR channels.

In an embodiment, the default values of the audio mixing weight are r0, r1, rN for a 360-degree video (a0) and overlay videos a1, a2, aN, respectively. An audio output equals r0*a0+r1*a1++rN*aN, where r0+r1++rN=1. A receiver or an MRF (or MCU) mixes the audio sources proportionally to the corresponding weights. The default values of the audio mixing weights can be changed by a sender device as per use case.

In an embodiment, the audio mixing weights can be defined based on priorities of audio streams for overlays. The default values of the audio mixing weights can be defined by a sender device and/or be customized by an end user during a conference session using an SDP signaling. When a priority of an overlay is used, the sender device can be informed about all overlays of other sender devices and the priorities of these overlays in a session. Then, the sender device can assign the audio mixing weights accordingly.

In an embodiment, a processing capacity of an end device can decide a mixing of audio streams. A receiver can offload a down mixing of all streams to an MRF (or MCU) or offload only a portion of the processing. For example, a down mixing of overlay streams can be offloaded to the MRF (or MCU), and a down mixing of the down mixed overlay stream and a 360-stream can be processed at the receiver side.

In an embodiment, an audio mixing can be performed by adding all audio streams from a 360 degree background video and overlay streams together. The aggregated audio (a mix of all audio streams) can be normalized in an example. This process can be done at a receiver or an MRF (or MCU). This process can be applicable when there is no background noise or disturbance from any audio stream of the overlays or the 360-degree video, or when intensity levels of all streams are nearly same or a variance is less than a threshold.

In an embodiment, when a large number of audio streams are normalized and aggregated into a single audio stream, it can be difficult to distinguish one audio stream from others. Therefore, a sender device can choose to mix only a selected number of audio streams. This selection can be based on the audio mixing weights that are defined by an algorithm or the priorities of the overlay streams.

In an embodiment, a receiver can choose to change the selection of the audio streams to be mixed by changing the corresponding audio mixing weights or mixing a subset of the audio streams.

In an embodiment, when a variation of a sound intensity of an audio stream is larger than a threshold, the default values of the audio mixing weights for all overlay and 360-degree audio streams can be set to a same level.

In an embodiment, a number of audio streams to be down mixed can be limited. Such a limitation can be imposed by a receiver based on a resource capacity of the receiver or when the receiver has a difficulty to distinguish among audio streams from different rooms. If such a limitation is imposed, a selection criteria for the audio streams to be down mixed can be based on a sound intensity or an overlay priority as defined by a sender device for each of the audio streams. This selection can be changed by the end user during a session via an SDP signaling.

In an embodiment, only one audio stream can be dominant compared to other audio streams, including a 360-degree stream. For example, when an audio stream of a person speaking/presenting needs to be in focus, audio mixing weights of other streams can be reduced.

In an embodiment, an audio stream for a 360-degree background video can be down mixed with audio mixing weights that are smaller than the audio mixing weights for the overlay streams, for example, when a remote user is presenting and the 360-degree audio stream has a background noise. Although the audio mixing weights can be customized by a user who is already in a session by reducing the audio mixing weights during the session, the default mixing weights may also need to be changed by a sender device. For example, when a new remote user joins the conference, the new remote user can get the default mixing weights for the audio streams from the sender device.

III. Flowchart

FIG.11shows a flow chart outlining an exemplary process (1100) according to an embodiment of the disclosure. In various embodiments, the process (1100) is executed by processing circuitry, such as the processing circuitry in the terminal devices (210), (220), (230) and (240), the processing circuitry that performs functions of the video encoder (303), the processing circuitry that performs functions of the video decoder (310), the processing circuitry that performs functions of the video decoder (410), the processing circuitry that performs functions of the intra prediction module (452), the processing circuitry that performs functions of the video encoder (503), the processing circuitry that performs functions of the predictor (535), the processing circuitry that performs functions of the intra encoder (622), the processing circuitry that performs functions of the intra decoder (772), and the like. In some embodiments, the process (1100) is implemented in software instructions, thus when the processing circuitry executes the software instructions, the processing circuitry performs the process (1100).

The process (1100) may generally start at step (S1110), where the process (1100) sends a message to a media aware network element that is configured to process a plurality of audio streams of a conference call. The message indicates that the plurality of audio streams is to be down mixed by the media aware network element. Then, the process (1100) proceeds to step (S1120).

At step (S1120), the process (1100) receives the down mixed plurality of audio streams from the media aware network element. Then, the process (1100) proceeds to step (S1130).

At step (S1130), the process (1100) decodes the down mixed plurality of audio streams to receive the conference call. Then, the process (1100) terminates.

In an embodiment, the plurality of audio streams is down mixed into one of a single stereo stream and a mono stream by the media aware network element.

In an embodiment, the plurality of audio streams is down mixed based on a plurality of audio mixing parameters that is included in an SDP message.

In an embodiment, the plurality of audio mixing parameters is set based on a field of view that is displayed by the user device.

In an embodiment, each of a first subset of the plurality of audio streams is associated with a respective one of one or more 360-degree immersive video streams.

In an embodiment, each of a second subset of the plurality of audio streams is associated with a respective one of one or more overlay video streams.

In an embodiment, an audio mixing parameter of each of the second subset of the plurality of audio streams is set based on a priority of the overlay video stream associated with the respective one of the second subset of the plurality of audio streams.

In an embodiment, a number of the second subset of the plurality of audio streams is determined based on one or more priorities of the one or more overlay video streams associated with the second subset of the plurality of audio streams.

In an embodiment, a number of the plurality of audio streams that is down mixed by the media aware network element is determined based on audio mixing parameters of the plurality of audio streams.

In an embodiment, the process (1100) performs a down mixing of the down mixed plurality of audio streams and an audio stream of the conference call that is not down mixed by the media aware network element.

IV. Computer System

The techniques described above, can be implemented as computer software using computer-readable instructions and physically stored in one or more computer-readable media. For example,FIG.12shows a computer system (1200) suitable for implementing certain embodiments of the disclosed subject matter.

The computer software can be coded using any suitable machine code or computer language, that may be subject to assembly, compilation, linking, or like mechanisms to create code comprising instructions that can be executed directly, or through interpretation, micro-code execution, and the like, by one or more computer central processing units (CPUs), Graphics Processing Units (GPUs), and the like.

The instructions can be executed on various types of computers or components thereof, including, for example, personal computers, tablet computers, servers, smartphones, gaming devices, internet of things devices, and the like.

The components shown inFIG.12for computer system (1200) are exemplary in nature and are not intended to suggest any limitation as to the scope of use or functionality of the computer software implementing embodiments of the present disclosure. Neither should the configuration of components be interpreted as having any dependency or requirement relating to any one or combination of components illustrated in the exemplary embodiment of a computer system (1200).

Computer system (1200) may include certain human interface input devices. Such a human interface input device may be responsive to input by one or more human users through, for example, tactile input (such as: keystrokes, swipes, data glove movements), audio input (such as: voice, clapping), visual input (such as: gestures), olfactory input (not depicted). The human interface devices can also be used to capture certain media not necessarily directly related to conscious input by a human, such as audio (such as: speech, music, ambient sound), images (such as: scanned images, photographic images obtain from a still image camera), video (such as two-dimensional video, three-dimensional video including stereoscopic video).

Input human interface devices may include one or more of (only one of each depicted): keyboard (1201), mouse (1202), trackpad (1203), touch screen (1210), data-glove (not shown), joystick (1205), microphone (1206), scanner (1207), and camera (1208).

Computer system (1200) may also include certain human interface output devices. Such human interface output devices may be stimulating the senses of one or more human users through, for example, tactile output, sound, light, and smell/taste. Such human interface output devices may include tactile output devices (for example tactile feedback by the touch-screen (1210), data-glove (not shown), or joystick (1205), but there can also be tactile feedback devices that do not serve as input devices), audio output devices (such as: speakers (1209), headphones (not depicted)), visual output devices (such as screens (1210) to include CRT screens, LCD screens, plasma screens, OLED screens, each with or without touch-screen input capability, each with or without tactile feedback capability—some of which may be capable to output two dimensional visual output or more than three dimensional output through means such as stereographic output; virtual-reality glasses (not depicted), holographic displays and smoke tanks (not depicted)), and printers (not depicted). These visual output devices (such as screens (1210)) can be connected to a system bus (1248) through a graphics adapter (1250).

Computer system (1200) can also include human accessible storage devices and their associated media such as optical media including CD/DVD ROM/RW (1220) with CD/DVD or the like media (1221), thumb-drive (1222), removable hard drive or solid state drive (1223), legacy magnetic media such as tape and floppy disc (not depicted), specialized ROM/ASIC/PLD based devices such as security dongles (not depicted), and the like.

Those skilled in the art should also understand that term “computer readable media” as used in connection with the presently disclosed subject matter does not encompass transmission media, carrier waves, or other transitory signals.

Computer system (1200) can also include a network interface (1254) to one or more communication networks (1255). The one or more communication networks (1255) can for example be wireless, wireline, optical. The one or more communication networks (1255) can further be local, wide-area, metropolitan, vehicular and industrial, real-time, delay-tolerant, and so on. Examples of the one or more communication networks (1255) include local area networks such as Ethernet, wireless LANs, cellular networks to include GSM, 3G, 4G, 5G, LTE and the like, TV wireline or wireless wide area digital networks to include cable TV, satellite TV, and terrestrial broadcast TV, vehicular and industrial to include CANBus, and so forth. Certain networks commonly require external network interface adapters that attached to certain general purpose data ports or peripheral buses (1249) (such as, for example USB ports of the computer system (1200)); others are commonly integrated into the core of the computer system (1200) by attachment to a system bus as described below (for example Ethernet interface into a PC computer system or cellular network interface into a smartphone computer system). Using any of these networks, computer system (1200) can communicate with other entities. Such communication can be uni-directional, receive only (for example, broadcast TV), uni-directional send-only (for example CANbus to certain CANbus devices), or bi-directional, for example to other computer systems using local or wide area digital networks. Certain protocols and protocol stacks can be used on each of those networks and network interfaces as described above.

Aforementioned human interface devices, human-accessible storage devices, and network interfaces can be attached to a core (1240) of the computer system (1200).

The core (1240) can include one or more Central Processing Units (CPU) (1241), Graphics Processing Units (GPU) (1242), specialized programmable processing units in the form of Field Programmable Gate Areas (FPGA) (1243), hardware accelerators for certain tasks (1244), graphics adapters (1250), and so forth. These devices, along with Read-only memory (ROM) (1245), Random-access memory (1246), internal mass storage (1247) such as internal non-user accessible hard drives, SSDs, and the like, may be connected through the system bus (1248). In some computer systems, the system bus (1248) can be accessible in the form of one or more physical plugs to enable extensions by additional CPUs, GPU, and the like. The peripheral devices can be attached either directly to the core's system bus (1248), or through a peripheral bus (1249). In an example, the screen (1210) can be connected to the graphics adapter (1250). Architectures for a peripheral bus include PCI, USB, and the like.

CPUs (1241), GPUs (1242), FPGAs (1243), and accelerators (1244) can execute certain instructions that, in combination, can make up the aforementioned computer code. That computer code can be stored in ROM (1245) or RAM (1246). Transitional data can be also be stored in RAM (1246), whereas permanent data can be stored for example, in the internal mass storage (1247). Fast storage and retrieve to any of the memory devices can be enabled through the use of cache memory, that can be closely associated with one or more CPU (1241), GPU (1242), mass storage (1247), ROM (1245), RAM (1246), and the like.

The computer readable media can have computer code thereon for performing various computer-implemented operations. The media and computer code can be those specially designed and constructed for the purposes of the present disclosure, or they can be of the kind well known and available to those having skill in the computer software arts.

As an example and not by way of limitation, the computer system having architecture (1200), and specifically the core (1240) can provide functionality as a result of processor(s) (including CPUs, GPUs, FPGA, accelerators, and the like) executing software embodied in one or more tangible, computer-readable media. Such computer-readable media can be media associated with user-accessible mass storage as introduced above, as well as certain storage of the core (1240) that are of non-transitory nature, such as core-internal mass storage (1247) or ROM (1245). The software implementing various embodiments of the present disclosure can be stored in such devices and executed by core (1240). A computer-readable medium can include one or more memory devices or chips, according to particular needs. The software can cause the core (1240) and specifically the processors therein (including CPU, GPU, FPGA, and the like) to execute particular processes or particular parts of particular processes described herein, including defining data structures stored in RAM (1246) and modifying such data structures according to the processes defined by the software. In addition or as an alternative, the computer system can provide functionality as a result of logic hardwired or otherwise embodied in a circuit (for example: accelerator (1244)), which can operate in place of or together with software to execute particular processes or particular parts of particular processes described herein. Reference to software can encompass logic, and vice versa, where appropriate. Reference to a computer-readable media can encompass a circuit (such as an integrated circuit (IC)) storing software for execution, a circuit embodying logic for execution, or both, where appropriate. The present disclosure encompasses any suitable combination of hardware and software.

While this disclosure has described several exemplary embodiments, there are alterations, permutations, and various substitute equivalents, which fall within the scope of the disclosure. It will thus be appreciated that those skilled in the art will be able to devise numerous systems and methods which, although not explicitly shown or described herein, embody the principles of the disclosure and are thus within the spirit and scope thereof.Appendix A: AcronymsALF: Adaptive Loop FilterAMVP: Advanced Motion Vector PredictionAPS: Adaptation Parameter SetASIC: Application-Specific Integrated CircuitATMVP: Alternative/Advanced Temporal Motion Vector PredictionAV1: AOMedia Video 1AV2: AOMedia Video 2BMS: Benchmark SetBV: Block VectorCANBus: Controller Area Network BusCB: Coding BlockCC-ALF: Cross-Component Adaptive Loop FilterCD: Compact DiscCDEF: Constrained Directional Enhancement FilterCPR: Current Picture ReferencingCPU: Central Processing UnitCRT: Cathode Ray TubeCTB: Coding Tree BlockCTU: Coding Tree UnitCU: Coding UnitDPB: Decoder Picture BufferDPCM: Differential Pulse-Code ModulationDPS: Decoding Parameter SetDVD: Digital Video DiscFPGA: Field Programmable Gate AreaJCCR: Joint CbCr Residual CodingJVET: Joint Video Exploration TeamGOP: Groups of PicturesGPU: Graphics Processing UnitGSM: Global System for Mobile communicationsHDR: High Dynamic RangeHEVC: High Efficiency Video CodingHRD: Hypothetical Reference DecoderIBC: Intra Block CopyIC: Integrated CircuitISP: Intra Sub-PartitionsJEM: Joint Exploration ModelLAN: Local Area NetworkLCD: Liquid-Crystal DisplayLR: Loop Restoration FilterLRU: Loop Restoration UnitLTE: Long-Term EvolutionMPM: Most Probable ModeMV: Motion VectorOLED: Organic Light-Emitting DiodePBs: Prediction BlocksPCI: Peripheral Component InterconnectPDPC: Position Dependent Prediction CombinationPLD: Programmable Logic DevicePPS: Picture Parameter SetPU: Prediction UnitRAM: Random Access MemoryROM: Read-Only MemorySAO: Sample Adaptive OffsetSCC: Screen Content CodingSDR: Standard Dynamic RangeSEI: Supplementary Enhancement InformationSNR: Signal Noise RatioSPS: Sequence Parameter SetSSD: Solid-state DriveTU: Transform UnitUSB: Universal Serial BusVPS: Video Parameter SetVUI: Video Usability InformationVVC: Versatile Video CodingWAIP: Wide-Angle Intra Prediction