USRE45983E1 - Hypothetical reference decoder - Google Patents

Hypothetical reference decoder Download PDF

Info

Publication number
USRE45983E1
USRE45983E1 US13/284,683 US201113284683A USRE45983E US RE45983 E1 USRE45983 E1 US RE45983E1 US 201113284683 A US201113284683 A US 201113284683A US RE45983 E USRE45983 E US RE45983E
Authority
US
United States
Prior art keywords
segment
video
buffer
values
decoder
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active, expires
Application number
US13/284,683
Inventor
Sachin Govind Deshpande
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Dolby Laboratories Licensing Corp
Original Assignee
Sharp Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Sharp Corp filed Critical Sharp Corp
Priority to US13/284,683 priority Critical patent/USRE45983E1/en
Assigned to DOLBY LABORATORIES LICENSING CORPORATION reassignment DOLBY LABORATORIES LICENSING CORPORATION ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: SHARP KABUSHIKI KAISHA
Priority to US14/970,087 priority patent/USRE48953E1/en
Assigned to SHARP LABORAORIES OF AMERICA reassignment SHARP LABORAORIES OF AMERICA ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: DESHPANDE, SACHIN G.
Assigned to SHARP KABUSHIKI KAISHA reassignment SHARP KABUSHIKI KAISHA ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: SHARP LABORATORIES OF AMERICA, INC.
Application granted granted Critical
Publication of USRE45983E1 publication Critical patent/USRE45983E1/en
Active legal-status Critical Current
Adjusted expiration legal-status Critical

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/43Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
    • H04N21/44Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream, rendering scenes according to MPEG-4 scene graphs
    • H04N21/44004Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream, rendering scenes according to MPEG-4 scene graphs involving video buffer management, e.g. video decoder buffer or video display buffer
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
    • H04N19/146Data rate or code amount at the encoder output
    • H04N19/15Data rate or code amount at the encoder output by monitoring actual compressed data size at the memory before deciding storage at the transmission buffer
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/44Decoders specially adapted therefor, e.g. video decoders which are asymmetric with respect to the encoder
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/60Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using transform coding
    • H04N19/61Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using transform coding in combination with predictive coding
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/23Processing of content or additional data; Elementary server operations; Server middleware
    • H04N21/24Monitoring of processes or resources, e.g. monitoring of server load, available bandwidth, upstream requests
    • H04N21/2401Monitoring of the client buffer

Definitions

  • the present invention relates to a hypothetical reference decoder.
  • a digital video system includes a transmitter and a receiver which assemble video comprising audio, images, and ancillary components for coordinated presentation to a user.
  • the transmitter system includes subsystems to receive and compress the digital source data (the elementary or application data streams representing a program's audio, video, and ancillary data components); multiplex the data from the several elementary data streams into a single transport bit stream; and transmit the data to the receiver.
  • the transport bit stream is demultiplexed into its constituent elementary data streams.
  • the elementary data streams are decoded and the audio and video data streams are delivered as synchronized program elements to the receiver's presentation subsystem for display as parts of a coordinated program.
  • a compliant bit stream to the decoder is decoded by a hypothetical decoder that is conceptually connected to the output of an encoder and consists of a decoder buffer, a decoder, and a display unit.
  • This virtual decoder is known as the hypothetical reference decoder (HRD) in H.263 and the video buffering verifier (VBV) in MPEG-2.
  • the encoder creates a bit stream so that the hypothetical decoder buffer does not overflow or underflow.
  • the quantity of data the receiver may be required to buffer might exceed its capacity (a condition of memory overflow) or throughput capabilities.
  • the receiver may fail to receive all of the data in a data access unit in time for decoding and synchronized presentation with a specified instant in the audio or video data streams resulting in a loss of data and inconsistent performance (a condition of memory underflow).
  • the video bit stream is received at a given constant bit rate (usually the average rate in bits/sec of the stream) and is stored into the decoder buffer until the buffer fullness reaches a desired level.
  • a desired level is denoted as the initial decoder buffer fullness and is directly proportional to the transmission or start-up (buffer) delay.
  • the decoder instantaneously removes the bits for the first video frame of the sequence, decodes the bits, and displays the frame. The bits for the following frames are also removed, decoded, and displayed instantaneously at subsequent time intervals.
  • the video bit streams are delivered to a variety of devices with different buffer capabilities (e.g., hand-sets, PDAs, PCs, Set-top-boxes, DVD-like players, etc.) and are created for scenarios with different delay requirements (e.g., low-delay streaming, progressive download, etc.).
  • these applications require a more flexible hypothetical reference decoder that can decode a bit stream at different peak bit rates, and with different buffer sizes and start-up delays.
  • the decoder operates according to N sets of rate and buffer parameters for a given bit stream. Each set characterizes what is known as a leaky bucket model and contains three values (R, B, F), where R is the transmission bit rate, B is the buffer size, and F is the initial decoder buffer fullness (F/R is the start-up or initial buffer delay).
  • R is the transmission bit rate
  • B is the buffer size
  • F is the initial decoder buffer fullness
  • F/R the start-up or initial buffer delay
  • the hypothetical reference decoder may interpolate among the leaky bucket parameters and can operate at any desired peak bit rate, buffer size, or delay. For example, given a peak transmission rate R′, the reference decoder may select the smallest buffer size and delay (according to the available leaky bucket data) that will be able to decode the bit stream without suffering from buffer underflow or overflow. Conversely, for a given buffer size B′, the hypothetical decoder may select and operate at the minimum required peak transmission rate.
  • a content provider can create a bit stream once, and a server can deliver it to multiple devices of different capabilities, using a variety of channels of different peak transmission rates.
  • a server and a terminal can negotiate the best leaky bucket for the given networking conditions—e.g., the ones that will produce the lowest start-up (buffer) delay, or the one that will require the lowest peak transmission rate for the given buffer size of the device.
  • a leaky bucket is a model for the state (or fullness) of an encoder or decoder buffer as a function of time.
  • the fullness of the encoder and the decoder buffer are complements of each other.
  • a leaky bucket model is characterized by three parameters (R, B, F), where:
  • FIG. 1 illustrates the decoder buffer fullness along time of a bit stream that is constrained in a leaky bucket of parameters (R, B, F).
  • B i be the decoder buffer fullness immediately before removing b i bits at time t i .
  • t i+1 ⁇ t i 1/M seconds, where M is the frame rate (normally in frames/sec) for the bit stream.
  • a leaky bucket model with parameters (R, B, F) contains a bit stream if there is no underflow of the decoder buffer. Because the encoder and decoder buffer fullness are complements of each other this is equivalent to no overflow of the encoder buffer. However, the encoder buffer (the leaky bucket) is allowed to become empty, or equivalently the decoder buffer may become full, at which point no further bits are transmitted from the encoder buffer to the decoder buffer. Thus, the decoder buffer stops receiving bits when it is full, which is why the min operator in equation (1) is included. A full decoder buffer simply means that the encoder buffer is empty.
  • the curve of (R min , B min ) pairs for any bit stream (such as the one in FIG. 2 ) is piecewise linear and convex.
  • the decoder can linearly interpolate the values to arrive at some points (R interp , B interp ) that are slightly but safely larger than (R min , B min ).
  • R interp , B interp some points that are slightly but safely larger than (R min , B min ).
  • the decoder can linearly interpolate the values to arrive at some points (R interp , B interp ) that are slightly but safely larger than (R min , B min ).
  • the buffer size and consequently also the delay, by an order of magnitude, relative to a single leaky bucket containing the bit stream at its average rate.
  • MPEG Video Buffering Verifier (VBV)
  • the MPEG video buffering verifier can operate in two modes: constant bit rate (CBR) and variable bit rate (VBR).
  • CBR constant bit rate
  • VBR variable bit rate
  • MPEG-1 only supports the CBR mode, while MPEG-2 supports both modes.
  • the encoder ensures that B i ⁇ b i is always greater than or equal to zero. That is, the encoder must ensure that the decoder buffer does not underflow. However, in this VBR case the encoder does not need to ensure that the decoder buffer does not overflow. If the decoder buffer becomes full, then it is assumed that the encoder buffer is empty and hence no further bits are transmitted from the encoder buffer to the decoder buffer.
  • VBR mode is useful for devices that can read data up to the peak rate R max .
  • a DVD includes VBR clips where R max is about 10 Mbits/sec, which corresponds to the maximum reading speed of the disk drive, even though the average rate of the DVD video stream is only about 4 Mbits/sec.
  • FIG. 3A and 3B plots of decoder buffer fullness for some bit streams operating in CBR and VBR modes, respectively, are shown.
  • the CBR mode can be considered a special case of VBR where R max happens to be the average rate of the clip.
  • HRD Hypothetical Reference Decoder
  • hypothetic reference model for H.263 is similar to the CBR mode of MPEG's VBV previously discussed, except for the following:
  • a generalized hypothetical reference decoder can operate given the information of N leaky bucket models, (R 1 , B 1 , F 1 ), (R 2 , B 2 , F 2 ), . . . , (R N , B N , R N ), (4) each of which contains the bit stream. Without loss of generality, let us assume that these leaky buckets are ordered from smallest to largest bit rate, i.e., R i ⁇ R i+ . Lets also assume that the encoder computes these leaky buckets models correctly and hence B i ⁇ B i+1 .
  • the encoder can choose to: (a) pre-select the leaky bucket values and encode the bit stream with a rate control that makes sure that all of the leaky bucket constraints are met, (b) encode the bit stream and then use equation (1) to compute a set of leaky buckets containing the bit stream at N different values of R, or (c) do both.
  • the first approach (a) can be applied to live or on-demand transmission, while (b) and (c) only apply to on-demand.
  • the number of leaky buckets N and the leaky bucket parameters (4) are inserted into the bit stream. In this way, the decoder can determine which leaky bucket it wishes to use, knowing the peak bit rate available to it and/or its physical buffer size.
  • the leaky bucket models in (4) as well as all the linearly interpolated or extrapolated models are available for use.
  • FIG. 4 illustrates a set of N leaky bucket models and their interpolated or extrapolated (R, B) values.
  • WD-2 The Joint Video Team of ISO/IEC MPEG and ITU-T VCEG Working Draft Number 2, Revision 0 (WD-2) incorporated many of the concepts of the hypothetical reference decoder proposed by Jordi Ribas-Cobera, et al. of Microsoft Corporation, incorporated by reference herein.
  • the WD-2 document is similar to the decoder proposed by Jordi Ribas-Cobera, et al. of Microsoft Corporation, though the syntax is somewhat modified.
  • WD-2 describes an example algorithm to compute B, and F for a given rate R.
  • FIG. 1 illustrates decoder buffer fullness.
  • FIG. 2 illustrates a R-B curve
  • FIGS. 3A and 3B illustrate plots of decoder buffer fullness for some bit streams operating in CBR and VBR modes, respectively.
  • FIG. 4 illustrates a set of N leaky bucket models and their interpolated or extrapolated (R, B) values.
  • FIG. 5 illustrates initial buffering B j for any point of the decoder the user seeks to when the rate is R j .
  • FIG. 6 illustrates sets of (R, B, F) defined in a forward looking fashion for the particular video stream.
  • FIG. 7 illustrates the initial buffer fullness (in bits) for a video segment.
  • FIG. 8 illustrates the selection criteria of a set of 10 points for FIG. 7 .
  • FIG. 9 illustrates selection criteria
  • FIG. 10 illustrates delay reductions.
  • F i the initial buffer fullness
  • B i the buffer size
  • the amount of data in the buffer fluctuates.
  • the present inventor came to the realization that if the F i value of the initial buffer fullness (when the channel rate is R i ) is used before starting to decode the video from the access point, then it is possible that the decoder will have an underflow. For example, at the access point or sometime thereafter the amount of bits necessary for video reconstruction may be greater than the bits currently in the buffer, resulting in underflow and inability to present video frames in a timely manner. It can likewise be shown that in a video stream the value of initial buffer fullness required to make sure there in no underflow at the decoder varies based on the point at which the user seeks to. This value is bounded by the B i . Accordingly, the combination of B and F provided for the entire video sequence, if used for an intermediate point in the video will not likely be appropriate, resulting in an underflow, and thus freezing frames.
  • the present inventor then came to the realization that if only a set of R, B, and F values are defined for an entire video segment, then the system should wait until the buffer B for the corresponding rate R is full or substantially full (or greater than 90% full) to start decoding frames when a user jumps to an access point. In this manner, the initial fullness of the buffer will be at a maximum and thus there is no potential of underflow during subsequent decoding starting from the access point. This may be achieved without any additional changes to the existing bit stream, thus not impacting existing systems. Accordingly, the decoder would use the value of initial buffering B j for any point the user seeks to when the rate is R j , as shown in FIG. 5 . However, this unfortunately sometimes results in a significant delay until video frames are presented after selecting a different location (e.g., access point) from which to present video.
  • a different location e.g., access point
  • the initial buffer fullness (F) may likewise be characterized as a delay until the video sequence is presented (e.g., initial_cpb_removal_delay).
  • the delay is temporal in nature being related to the time necessary to achieve initial buffer fullness (F).
  • the delay and/or F may be associated with the entire video or the access points. It is likewise to be understood that delay may be substituted for F in all embodiments described herein (e.g., (R,B,delay)).
  • sets of (R, B, F) may be defined for a particular video stream at each access point.
  • these sets of (R, B, F) are preferably defined in a forward looking fashion for the particular video stream.
  • set of (R, B, F) values may be computed in the previously existing manner for the video stream as a whole
  • a set of F values for the same (R, B) values as those for the whole video stream may be computed in the previously existing manner for the video stream with respect to the video stream from position “2” looking forward, etc.
  • the same process may be used for the remaining access points.
  • the access points may be any frame within the video sequence, I frames of the sequence, B frames of the sequence, or P frames of the sequence (I, B, and P frames are typically used in MPEG based video encoding). Accordingly, the user may select one of the access points and thereafter use the respective F ij for the desired initial fullness (assuming that the buffer B j and rate R j remain unchanged) or otherwise a set of two or more of R i , B i , F ij .
  • the sets of R, B, F values for each access point may be located at any suitable location, such as for example, at the start of the video sequence together with sets of (R, B, F) values for the entire video stream or before each access point which avoids the need for an index; or stored in a manner external to the video stream itself which is especially suitable for a server/client environment.
  • This technique may be characterized by the following model: (R 1 , B 1 , F 1 , M 1 , f 11 , t 11 , . . . , f M11 , t M11 ) . . . , (R N , B N , F N , M N , f 1N t 1N , . . . , F MnN t MnN ), where f kj denotes the initial buffer fullness value at rate R j at access point t kj (time stamp).
  • the values of M j may be provided as an input parameter or may be automatically selected.
  • M j may include the following options:
  • the system may, for a given R j , use an initial buffer fullness equal to f jk if the user seeks an access point t kj . This occurs when the user selects to start at an access point, or otherwise the system adjusts the user's selection to one of the access points.
  • variable bit rate in bit stream
  • the initial buffer fullness value is preferably different than the buffer size, albeit it may be the same.
  • F value of B is represented by vbv_buffer_size
  • the decoding data set would need to be provided for each and every frame. While permissible, the resulting data set would be excessively large and consume a significant amount of the bitrate available for the data. A more reasonable approach would be to limit the user to specific access points within the video stream, such as every second, 10 seconds, 1 minute, etc. While an improvement, the resulting data set may still be somewhat extensive resulting in excessive data for limited bandwidth devices, such as mobile communication devices.
  • the initial buffer fullness may be equal to max(f kj , f (k+1)j ) for a time between t kj and t (k+1)j , especially if the access points are properly selected. In this manner, the system is guaranteed of having a set of values that will be free from resulting in an underflow condition, or otherwise reduce the likelihood of an underflow condition, as explained below.
  • FIG. 7 illustrates the initial buffer fullness (in bits) for a video segment, where the forwarding looking initial buffer fullness is calculated for 10 second increments. Then the system preferably selects an access point at the start of the video sequence and an access point at the end of the video segment. Between the start and the end of the video segment, the system selects the local maximums to include as access points. Also, the system may select the local minimums to include as access points. Preferably, if a limited set of access points are desired the system first selects the local maximums, then the local minimums, which helps to ensure no underflow. Thereafter, the system may further select intermediate points, as desired.
  • a set of 10 points for FIG. 7 may be selected as indicated in FIG. 8 .
  • the 10 selected points are shown by the dashed curve.
  • the resulting initial buffer fullness values at all access points are shown by the solid curve.
  • the solid curve illustrates a “safe” set of values for all points in the video so that the decoder buffer will not underflow. If extreme fluctuations occurred in the bit rate of the actual bit stream that were not detected in the processing, such as a sharp spike, then it is possible to result in an underflow, through normally unlikely.
  • the optimal initial buffer fullness values at all access points are shown by the dash-dotted curve. A significant reduction in the buffering time delay is achieved, in contrast to requiring a hill buffer when accessing an access point, as illustrated in FIG. 10 .

Abstract

A hypothetical reference decoder.

Description

CROSS REFERENCE TO RELATED APPLICATIONS
This application is a Continuation Reissue Application of Reissue application Ser. No. 12/553,836 filed on Sep. 3, 2009, now U.S. Pat. No. Re. 43,062, which is a Reissue of application Ser. No. 10/404,947, filed on Mar. 31, 2003, now U.S. Pat. No. 7,266,147 B2. The entire contents of all of the above applications are hereby incorporated by reference.
BACKGROUND OF THE INVENTION
The present invention relates to a hypothetical reference decoder.
A digital video system includes a transmitter and a receiver which assemble video comprising audio, images, and ancillary components for coordinated presentation to a user. The transmitter system includes subsystems to receive and compress the digital source data (the elementary or application data streams representing a program's audio, video, and ancillary data components); multiplex the data from the several elementary data streams into a single transport bit stream; and transmit the data to the receiver. At the receiver the transport bit stream is demultiplexed into its constituent elementary data streams. The elementary data streams are decoded and the audio and video data streams are delivered as synchronized program elements to the receiver's presentation subsystem for display as parts of a coordinated program.
In many video coding standards, a compliant bit stream to the decoder is decoded by a hypothetical decoder that is conceptually connected to the output of an encoder and consists of a decoder buffer, a decoder, and a display unit. This virtual decoder is known as the hypothetical reference decoder (HRD) in H.263 and the video buffering verifier (VBV) in MPEG-2. The encoder creates a bit stream so that the hypothetical decoder buffer does not overflow or underflow.
As a result, the quantity of data the receiver may be required to buffer might exceed its capacity (a condition of memory overflow) or throughput capabilities. Alternatively, the receiver may fail to receive all of the data in a data access unit in time for decoding and synchronized presentation with a specified instant in the audio or video data streams resulting in a loss of data and inconsistent performance (a condition of memory underflow).
In existing hypothetical reference decoders, the video bit stream is received at a given constant bit rate (usually the average rate in bits/sec of the stream) and is stored into the decoder buffer until the buffer fullness reaches a desired level. Such a desired level is denoted as the initial decoder buffer fullness and is directly proportional to the transmission or start-up (buffer) delay. At that point, the decoder instantaneously removes the bits for the first video frame of the sequence, decodes the bits, and displays the frame. The bits for the following frames are also removed, decoded, and displayed instantaneously at subsequent time intervals.
Traditional hypothetical decoders operate at a fixed bit rate, buffer size, and initial delay. However, in many of today's video applications (e.g., video streaming through the Internet or ATM networks) the available bandwidth varies according to the network path (e.g., how the user connects to the network: by modem, ISDN, DSL, cable, etc.) and also fluctuates in time according to network conditions (e.g., congestion, the number of users connected, etc.). In addition, the video bit streams are delivered to a variety of devices with different buffer capabilities (e.g., hand-sets, PDAs, PCs, Set-top-boxes, DVD-like players, etc.) and are created for scenarios with different delay requirements (e.g., low-delay streaming, progressive download, etc.). As a result, these applications require a more flexible hypothetical reference decoder that can decode a bit stream at different peak bit rates, and with different buffer sizes and start-up delays.
Jordi Ribas-Corbera and Philip A. Chou in a paper entitled, “A Generalized Hypothetical Reference Decoder For H.26L”, on Sep. 4, 2001, proposed a modified hypothetical reference decoder. The decoder operates according to N sets of rate and buffer parameters for a given bit stream. Each set characterizes what is known as a leaky bucket model and contains three values (R, B, F), where R is the transmission bit rate, B is the buffer size, and F is the initial decoder buffer fullness (F/R is the start-up or initial buffer delay). An encoder can create a video bit stream that is contained by some desired N leaky buckets, or can simply compute the N sets of parameters after the bit stream has been generated. The hypothetical reference decoder may interpolate among the leaky bucket parameters and can operate at any desired peak bit rate, buffer size, or delay. For example, given a peak transmission rate R′, the reference decoder may select the smallest buffer size and delay (according to the available leaky bucket data) that will be able to decode the bit stream without suffering from buffer underflow or overflow. Conversely, for a given buffer size B′, the hypothetical decoder may select and operate at the minimum required peak transmission rate.
There are benefits of using such a generalized hypothetical reference decoder. For example, a content provider can create a bit stream once, and a server can deliver it to multiple devices of different capabilities, using a variety of channels of different peak transmission rates. Or a server and a terminal can negotiate the best leaky bucket for the given networking conditions—e.g., the ones that will produce the lowest start-up (buffer) delay, or the one that will require the lowest peak transmission rate for the given buffer size of the device.
As described in Document VCEG-58 Sections 2.1-2.4, a leaky bucket is a model for the state (or fullness) of an encoder or decoder buffer as a function of time. The fullness of the encoder and the decoder buffer are complements of each other. A leaky bucket model is characterized by three parameters (R, B, F), where:
    • R is the peak bit rate (in bits per second) at which bits enter the decoder buffer. In constant to bit rate scenarios, R is often the channel bit rate and the average bit rate of the video clip.
    • B is the size of the bucket or decoder buffer (in bits) which smoothes the video bit rate fluctuations. This buffer size cannot be larger than the physical buffer of the decoding device.
    • F is the initial decoder buffer fullness (also in bits) before the decoder starts removing bits from the buffer. F and R determine the initial or start-up delay D, where D=F/R seconds.
In a leaky bucket model, the bits enter the buffer at rate R until the level of fullness is F (i.e., for D seconds), and then b0 bits for the first frame are instantaneously removed. The bits keep entering the buffer at rate R and the decoder removes b1, b2, . . . , bn−1 bits for the following frames at some given time instants, typically (but not necessarily) every 1/M seconds, where M is the frame rate of the video. FIG. 1 illustrates the decoder buffer fullness along time of a bit stream that is constrained in a leaky bucket of parameters (R, B, F).
Let Bi be the decoder buffer fullness immediately before removing bi bits at time ti. A generic leaky bucket model operates according to the following equations:
B0=F
Bi+1=min (B, Bi−bi+R(ti+1−ti)), i=0, 1, 2, . . .  (1)
Typically, ti+1−ti=1/M seconds, where M is the frame rate (normally in frames/sec) for the bit stream.
A leaky bucket model with parameters (R, B, F) contains a bit stream if there is no underflow of the decoder buffer. Because the encoder and decoder buffer fullness are complements of each other this is equivalent to no overflow of the encoder buffer. However, the encoder buffer (the leaky bucket) is allowed to become empty, or equivalently the decoder buffer may become full, at which point no further bits are transmitted from the encoder buffer to the decoder buffer. Thus, the decoder buffer stops receiving bits when it is full, which is why the min operator in equation (1) is included. A full decoder buffer simply means that the encoder buffer is empty.
The following observations may be made:
    • A given video stream can be contained in many leaky buckets. For example, if a video stream is contained in a leaky bucket with parameters (R, B, F), it will also be contained in a leaky bucket with a larger buffer (R, B′, F), B′>B, or in a leaky bucket with a higher peak transmission rate (R′, B, F), R′>R.
    • For any bit rate R′, the system can always find a buffer size that will contain the (time-limited) video bit stream. In the worst case (R′ approaches 0), the buffer size will need to be as large as the bit stream itself. Put another way, a video bit stream can be transmitted at any rate (regardless of the average bit rate of the clip) as long as the buffer size is large enough.
Assume that the system fixes F=aB for all leaky buckets, where a is some desired fraction of the initial buffer fullness. For each value of the peak bit rate R, the system can find the minimum buffer size Bmin that will contain the bit stream using equation (1). The plot of the curve of R-B values, is shown in FIG. 2.
By observation, the curve of (Rmin, Bmin) pairs for any bit stream (such as the one in FIG. 2) is piecewise linear and convex. Hence, if N points of the curve are provided, the decoder can linearly interpolate the values to arrive at some points (Rinterp, Binterp) that are slightly but safely larger than (Rmin, Bmin). In this way, one is able to reduce the buffer size, and consequently also the delay, by an order of magnitude, relative to a single leaky bucket containing the bit stream at its average rate. Alternatively, for the same delay, one is able to reduce the peak transmission rate by a factor of four, or possibly even improve the signal-to-noise ratio by several dB.
MPEG Video Buffering Verifier (VBV)
The MPEG video buffering verifier (VBV) can operate in two modes: constant bit rate (CBR) and variable bit rate (VBR). MPEG-1 only supports the CBR mode, while MPEG-2 supports both modes.
The VBV operates in CBR mode when the bit stream is contained in a leaky bucket model of parameters (R, B, F) and:
R=Rmax=the average bit rate of the stream.
    • The value of B is stored in the syntax parameter vbv_buffer_size using a special size unit (i.e., 16×1024 bit units).
    • The value of F/R is stored in the syntax element vbv_delay associated to the first video frame in the sequence using a special time unit (i.e., number of periods of a 90 KHz clock).
    • The decoder buffer fullness follows the following equations:
      B0=F
      Bi+1=Bi−bi+Rmax/M, i=0, 1, 2, . . .  (2)
    • The encoder must ensure that Bi−bi is always greater than or equal to zero while Bi is always less than or equal to B. In other words, the encoder ensures that the decoder buffer does not undertow or overflow.
The VBV operates in VBR mode when the bit stream is constrained in a leaky bucket model of parameters (R, B, F) and:
R=Rmax=the peak or maximum rate. Rmax is higher than the average rate of the bit stream.
    • F=B, i.e., the buffer fills up initially.
    • The value of B is represented in the syntax parameter vbv_buffer_size, as in the CBR case.
The decoder buffer fullness follows the following equations:
B0=B
Bi+1=min (B, Bi−bi+Rmax/M), i=0, 1, 2, . . .  (3)
The encoder ensures that Bi−bi is always greater than or equal to zero. That is, the encoder must ensure that the decoder buffer does not underflow. However, in this VBR case the encoder does not need to ensure that the decoder buffer does not overflow. If the decoder buffer becomes full, then it is assumed that the encoder buffer is empty and hence no further bits are transmitted from the encoder buffer to the decoder buffer.
The VBR mode is useful for devices that can read data up to the peak rate Rmax. For example, a DVD includes VBR clips where Rmax is about 10 Mbits/sec, which corresponds to the maximum reading speed of the disk drive, even though the average rate of the DVD video stream is only about 4 Mbits/sec.
Referring to FIG. 3A and 3B, plots of decoder buffer fullness for some bit streams operating in CBR and VBR modes, respectively, are shown.
Broadly speaking, the CBR mode can be considered a special case of VBR where Rmax happens to be the average rate of the clip.
H.263's Hypothetical Reference Decoder (HRD)
The hypothetic reference model for H.263 is similar to the CBR mode of MPEG's VBV previously discussed, except for the following:
    • The decoder inspects the buffer fullness at some time intervals and decodes a frame as soon as all the bits for the frame are available. This approach results in a couple of benefits: (a) the delay is minimized because F is usually just slightly larger than the number of bits for the first frame, and (b) if frame skipping is common, the decoder simply waits until the next available frame. The latter is enabled in the low-delay mode of MPEG's VBV as well.
    • The check for buffer overflow is done after the bits for a frame are removed from the buffer. This relaxes the constraint for sending large I frames once in awhile, but there is a maximum value for the largest frame.
      H.263's HRD can essentially be mapped to a type of low delay leaky bucket model.
Limitations of Previous Hypothetical Reference Decoders
Previously existing hypothetical reference decoders operate at only one point (R, B) of the curve in FIG. 2. As a result these decoders have the following drawbacks:
    • If the bit rate available in the channel R′ is lower than R (e.g., this is common for Internet streaming and progressive download, or when an MPEG VBR clip needs to be transmitted at a rate lower than the peak), strictly speaking, the hypothetical decoder would not be able to decode the bit stream.
    • If the available bandwidth R′ is larger than R (e.g., this is also common for Internet streaming, as well as for local playback), the previous hypothetical decoders could operate in the VBR mode and decode the bit stream. However, if more information on the Rate-Buffer curve were available, the buffer size and associated start-up delay required to decode the bit stream could be significantly reduced.
    • If the physical buffer size in a decoder device is smaller than B, the device will not be able to decode that bit stream.
    • If the buffer size is larger than B, the device will be able to decode the bit stream but the start-up delay will be the same.
    • More generally, a bit stream that was generated according to a leaky bucket (R, B, F) will not usually be able to be distributed through different networks of bit rate smaller than R, and to a variety of devices with buffer sizes smaller than B. Also, the start-up delay will not be minimized.
Generalized Hypothetical Reference Decoder (GHRD)
A generalized hypothetical reference decoder (GHRD) can operate given the information of N leaky bucket models,
(R1, B1, F1), (R2, B2, F2), . . . , (RN, BN, RN),  (4)
each of which contains the bit stream. Without loss of generality, let us assume that these leaky buckets are ordered from smallest to largest bit rate, i.e., Ri<Ri+. Lets also assume that the encoder computes these leaky buckets models correctly and hence Bi<Bi+1.
The desired value of N can be selected by the encoder. If N=1, the GHRD is essentially equivalent to MPEG's VBV. The encoder can choose to: (a) pre-select the leaky bucket values and encode the bit stream with a rate control that makes sure that all of the leaky bucket constraints are met, (b) encode the bit stream and then use equation (1) to compute a set of leaky buckets containing the bit stream at N different values of R, or (c) do both. The first approach (a) can be applied to live or on-demand transmission, while (b) and (c) only apply to on-demand.
The number of leaky buckets N and the leaky bucket parameters (4) are inserted into the bit stream. In this way, the decoder can determine which leaky bucket it wishes to use, knowing the peak bit rate available to it and/or its physical buffer size. The leaky bucket models in (4) as well as all the linearly interpolated or extrapolated models are available for use. FIG. 4 illustrates a set of N leaky bucket models and their interpolated or extrapolated (R, B) values.
The interpolated buffer size B between points k and k+1 follow the straight line:
B={(Rk+1−R)/(Rk+1−Rk)}Bk+{(R−Rk)/(Rk+1−Rk)}Bk+1Rk<R<Rk+1
Likewise, the initial decoder buffer fullness F can be linearly interpolated:
F={(Rk+1−R)/(Rk+1−Rk)}Fk+{(R−Rk)/(Rk+1−Rk)}Fk+1Rk<R<Rk+1
The resulting leaky bucket with parameters (R, B, F) contains the bit stream, because the minimum buffer size Bmin is convex in both R and F, that is, the minimum buffer size Bmin corresponding to any convex combination (R, F)=a(Rk, Fk)+(1−a)(Rk+1, Fk+1), 0<a<1, is less than or equal to B=aBk+(1−a)Bk+1.
It is observed that if R is larger than RN, the leaky bucket (R, BN, FN) will also contain the bit stream, and hence BN and FN are the buffer size and initial decoder buffer fullness recommended when R>=RN. If R is smaller than R., the upper bound B=B1+(R1−R)T can be caused (and once can set F=B), where T is the time length of the stream in seconds. These (R, B) values outside the range of the N points are also shown in FIG. 4.
The Joint Video Team of ISO/IEC MPEG and ITU-T VCEG Working Draft Number 2, Revision 0 (WD-2) incorporated many of the concepts of the hypothetical reference decoder proposed by Jordi Ribas-Cobera, et al. of Microsoft Corporation, incorporated by reference herein. The WD-2 document is similar to the decoder proposed by Jordi Ribas-Cobera, et al. of Microsoft Corporation, though the syntax is somewhat modified. In addition, WD-2 describes an example algorithm to compute B, and F for a given rate R.
BRIEF DESCRIPTION OF THE DRAWINGS
FIG. 1 illustrates decoder buffer fullness.
FIG. 2 illustrates a R-B curve.
FIGS. 3A and 3B illustrate plots of decoder buffer fullness for some bit streams operating in CBR and VBR modes, respectively,
FIG. 4 illustrates a set of N leaky bucket models and their interpolated or extrapolated (R, B) values.
FIG. 5 illustrates initial buffering Bj for any point of the decoder the user seeks to when the rate is Rj.
FIG. 6 illustrates sets of (R, B, F) defined in a forward looking fashion for the particular video stream.
FIG. 7 illustrates the initial buffer fullness (in bits) for a video segment.
FIG. 8 illustrates the selection criteria of a set of 10 points for FIG. 7.
FIG. 9 illustrates selection criteria.
FIG. 10 illustrates delay reductions.
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENT
As previously described, the JVT standard (WD-2) allows the storing of (N>=1) leaky buckets, (R1, B1, F1), . . . , (RN, BN, FN) values which are contained in the bit stream. These values may be stored in the header. Using Fi as the initial buffer fullness and Bi as the buffer size, guarantees that the decoder buffer will not underflow when the input stream comes in at the rate Ri. This will be the case if the user desires to present the encoded video from start to end. In a typical video-on-demand application the user may want to seek to different portions of the video stream. The point that the user desires to seek to may be referred to as the access point. During the process of receiving video data and constructing video frames the amount of data in the buffer fluctuates. After consideration, the present inventor came to the realization that if the Fi value of the initial buffer fullness (when the channel rate is Ri) is used before starting to decode the video from the access point, then it is possible that the decoder will have an underflow. For example, at the access point or sometime thereafter the amount of bits necessary for video reconstruction may be greater than the bits currently in the buffer, resulting in underflow and inability to present video frames in a timely manner. It can likewise be shown that in a video stream the value of initial buffer fullness required to make sure there in no underflow at the decoder varies based on the point at which the user seeks to. This value is bounded by the Bi. Accordingly, the combination of B and F provided for the entire video sequence, if used for an intermediate point in the video will not likely be appropriate, resulting in an underflow, and thus freezing frames.
Based upon this previously unrealized underflow potential, the present inventor then came to the realization that if only a set of R, B, and F values are defined for an entire video segment, then the system should wait until the buffer B for the corresponding rate R is full or substantially full (or greater than 90% full) to start decoding frames when a user jumps to an access point. In this manner, the initial fullness of the buffer will be at a maximum and thus there is no potential of underflow during subsequent decoding starting from the access point. This may be achieved without any additional changes to the existing bit stream, thus not impacting existing systems. Accordingly, the decoder would use the value of initial buffering Bj for any point the user seeks to when the rate is Rj, as shown in FIG. 5. However, this unfortunately sometimes results in a significant delay until video frames are presented after selecting a different location (e.g., access point) from which to present video.
The initial buffer fullness (F) may likewise be characterized as a delay until the video sequence is presented (e.g., initial_cpb_removal_delay). The delay is temporal in nature being related to the time necessary to achieve initial buffer fullness (F). The delay and/or F may be associated with the entire video or the access points. It is likewise to be understood that delay may be substituted for F in all embodiments described herein (e.g., (R,B,delay)). One particular value for the delay may be calculated as delay=F/R, using a special time unit (units of 90 KHz Clock).
To reduce the potential delay the present inventor came to the realization that sets of (R, B, F) may be defined for a particular video stream at each access point. Referring to FIG. 6, these sets of (R, B, F) are preferably defined in a forward looking fashion for the particular video stream. For example set of (R, B, F) values may be computed in the previously existing manner for the video stream as a whole, in addition, a set of F values for the same (R, B) values as those for the whole video stream may be computed in the previously existing manner for the video stream with respect to the video stream from position “2” looking forward, etc. The same process may be used for the remaining access points. The access points may be any frame within the video sequence, I frames of the sequence, B frames of the sequence, or P frames of the sequence (I, B, and P frames are typically used in MPEG based video encoding). Accordingly, the user may select one of the access points and thereafter use the respective Fij for the desired initial fullness (assuming that the buffer Bj and rate Rj remain unchanged) or otherwise a set of two or more of Ri, Bi, Fij.
The sets of R, B, F values for each access point may be located at any suitable location, such as for example, at the start of the video sequence together with sets of (R, B, F) values for the entire video stream or before each access point which avoids the need for an index; or stored in a manner external to the video stream itself which is especially suitable for a server/client environment.
This technique may be characterized by the following model:
(R1, B1, F1, M1, f11, t11, . . . , fM11, tM11) . . . , (RN, BN, FN, MN, f1Nt1N, . . . , FMnNtMnN),
where fkj denotes the initial buffer fullness value at rate Rj at access point tkj (time stamp). The values of Mj may be provided as an input parameter or may be automatically selected.
For example, Mj may include the following options:
    • (a) Mj may be set equal to the number of access points. In this manner the values of fkj may be stored for each access point at each rate Rj (either at the start of the video stream, within the video stream, distributed through the video stream, or otherwise in any location).
    • (b) Mj may be set equal to zero if no seekability support is desired.
    • (c) Mj values for each rate Rj may be automatically selected (described later).
The system may, for a given Rj, use an initial buffer fullness equal to fjk if the user seeks an access point tkj. This occurs when the user selects to start at an access point, or otherwise the system adjusts the user's selection to one of the access points.
It is noted that in the case that a variable bit rate (in bit stream) is used the initial buffer fullness value (or delay) is preferably different than the buffer size, albeit it may be the same. In the case of variable bit rate in MPEG-2 VBV buffer is filled till it is full, i.e. F=B (value of B is represented by vbv_buffer_size).
If the system permits the user to jump to any frame of the video in the manner of an access point, then the decoding data set would need to be provided for each and every frame. While permissible, the resulting data set would be excessively large and consume a significant amount of the bitrate available for the data. A more reasonable approach would be to limit the user to specific access points within the video stream, such as every second, 10 seconds, 1 minute, etc. While an improvement, the resulting data set may still be somewhat extensive resulting in excessive data for limited bandwidth devices, such as mobile communication devices.
In the event that the user selects a position that is not one of the access points with an associated data set, then the initial buffer fullness may be equal to max(fkj, f(k+1)j) for a time between tkj and t(k+1)j, especially if the access points are properly selected. In this manner, the system is guaranteed of having a set of values that will be free from resulting in an underflow condition, or otherwise reduce the likelihood of an underflow condition, as explained below.
To select a set of values that will ensure no underflow condition (or otherwise reduce) when the above-referenced selection criteria is used, reference is made to FIG. 7. FIG. 7 illustrates the initial buffer fullness (in bits) for a video segment, where the forwarding looking initial buffer fullness is calculated for 10 second increments. Then the system preferably selects an access point at the start of the video sequence and an access point at the end of the video segment. Between the start and the end of the video segment, the system selects the local maximums to include as access points. Also, the system may select the local minimums to include as access points. Preferably, if a limited set of access points are desired the system first selects the local maximums, then the local minimums, which helps to ensure no underflow. Thereafter, the system may further select intermediate points, as desired.
Based upon the selection criteria a set of 10 points for FIG. 7 may be selected as indicated in FIG. 8. Referring to FIG. 9, the 10 selected points are shown by the dashed curve. The resulting initial buffer fullness values at all access points are shown by the solid curve. The solid curve illustrates a “safe” set of values for all points in the video so that the decoder buffer will not underflow. If extreme fluctuations occurred in the bit rate of the actual bit stream that were not detected in the processing, such as a sharp spike, then it is possible to result in an underflow, through normally unlikely. The optimal initial buffer fullness values at all access points are shown by the dash-dotted curve. A significant reduction in the buffering time delay is achieved, in contrast to requiring a hill buffer when accessing an access point, as illustrated in FIG. 10.
In addition, if the bit rate and the buffer size remain the same while selecting a different access point, then merely the modified buffer fullness, F, needs to be provided or otherwise determined.
All the references cited herein are incorporated by reference.
The terms and expressions that have been employed in the foregoing specification are used as terms of description and not of limitation, and there is no intention, in the use of such terms and expressions, of excluding equivalents of the features shown and described or portions thereof, it being recognized that the scope of the invention is defined and limited only by the claims that follow.

Claims (12)

What is claimed is:
1. A method comprising:
(a) defining a first set of at least one value characteristic of a transmission bit rate for a first segment of a video having an associated first segment presentation start time and an associated first segment presentation end time;
(b) defining a second set of at least one value characteristic of a buffer size for said first segment;
(c) defining a third set of at least one value characteristic of an initial decoder buffer fullness for said first segment;
(d) wherein each value within said first set, said second set, and said third set, respectively, is defined so that data received by a decoder for constructing a plurality of video frames of said first segment is free from an underflow state in a buffer of said decoder when said constructing begins at said first segment presentation start time;
(e) defining a fourth set of at least one value characteristic of said transmission bit rate for a second segment of said video having an associated second segment presentation start time and an associated second segment presentation end time, said second segment presentation start time being later than first segment presentation start time and said second segment presentation end time being the same as, or earlier, than said first segment presentation end time;
(f) defining a fifth set of at least one value characteristic of said buffer size for said second segment;
(g) defining a sixth set of at least one value characteristic of said initial decoder buffer fullness for said second segment;
(h) wherein each value within said fourth set, said fifth set, and said sixth set, respectively, is defined so that data received by said decoder for constructing a plurality of video frames of said second segment is free from an underflow state in said buffer of said decoder when said constructing begins at said second segment presentation start time; and
(i) allowing a user to begin presentation at a user-selected one of said first segment presentation start time, and said second segment presentation start time associated with said second segment.
2. The method of claim 1 wherein said first set, second set, and third set of respective values together define at least one leaky bucket model for a buffer of a hypothetical reference decoder.
3. The method of claim 1 wherein said second segment presentation start time corresponds to a local maximum buffer fullness state of a said leaky bucket model constructed using values defined for said first segment of said video.
4. The method of claim 2 wherein said at least one leaky bucket model uses a fixed transmission bit rate.
5. The method of claim 2 wherein said at least one leaky bucket model uses a variable transmission bit rate.
6. The method of claim 1 including defining further respective sets of at least one value characteristic of a transmission bit rate, a buffer size, and an initial buffer fullness, respectively, each respective further set associated with another respective segment of said video having a presentation start time later than said second segment presentation start time, and a presentation end time the same as, or earlier, than said first segment presentation end time.
7. The method of claim 1 wherein steps (a) through (h) are performed at an encoder having a buffer fullness state complementary to said buffer of said decoder.
8. The method of claim 2 wherein said sixth set of at least one value is at least 90% of the buffer size of said at least one leaky bucket model.
9. The method of claim 1 wherein said fourth set of at least one value equals said first set of at least one value.
10. The method of claim 1 wherein said fifth set of at least one value equals said second set of at least one value.
11. The method of claim 1 wherein said sixth set of at least one value equals said third set of at least one value.
12. A method of encoding video, comprising:
defining a first set of values Ri(where i=1,2, . . . N) characteristic of a transmission bit rate for a video segment;
defining a second set of values Bi(where i=1,2, . . . N) characteristic of a buffer size for the video segment;
defining a third set of values Di1(where i=1,2, . . . N) characteristic of a delay until the video segment is presented;
wherein the first set of values, the second set of values, and the third set of values are defined for the video segment as a whole;
selecting, for a first portion of the video segment, one of the first set of values Ri, one of the second set of values Bi, and one of the third set of values Di1 such that the first portion of the video segment is free from an underflow condition and an overflow condition by using the selected values Ri, Bi and Di1 as a transmission bit rate, a buffer size and a delay until the first portion of the video segment is presented respectively;
defining, for a second portion of the video segment, a fourth set of values Dij(where i=1,2, . . . N) characteristic of a delay until the second portion of the video segment is presented,
wherein the second portion of the video segment is a portion after a prescribed position in the first portion of the video segment; and
selecting, for the second portion of the video segment, one of the fourth set of values Dij, wherein the selecting are such that the second portion of the video segment is free from an underflow condition and an overflow condition by using the unchanged values Ri, Bi and the selected value Dij as the transmission bit rate, the buffer size and a delay of the fourth set of values until the second portion of the video segment is presented respectively.
US13/284,683 2003-03-31 2011-10-28 Hypothetical reference decoder Active 2025-05-31 USRE45983E1 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
US13/284,683 USRE45983E1 (en) 2003-03-31 2011-10-28 Hypothetical reference decoder
US14/970,087 USRE48953E1 (en) 2003-03-31 2015-12-15 Hypothetical reference decoder

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US10/404,947 US7266147B2 (en) 2003-03-31 2003-03-31 Hypothetical reference decoder
US12/553,836 USRE43062E1 (en) 2003-03-31 2009-09-03 Hypothetical reference decoder
US13/284,683 USRE45983E1 (en) 2003-03-31 2011-10-28 Hypothetical reference decoder

Related Parent Applications (2)

Application Number Title Priority Date Filing Date
US10/404,947 Reissue US7266147B2 (en) 2003-03-31 2003-03-31 Hypothetical reference decoder
US12/553,836 Continuation USRE43062E1 (en) 2003-03-31 2009-09-03 Hypothetical reference decoder

Related Child Applications (1)

Application Number Title Priority Date Filing Date
US10/404,947 Continuation US7266147B2 (en) 2003-03-31 2003-03-31 Hypothetical reference decoder

Publications (1)

Publication Number Publication Date
USRE45983E1 true USRE45983E1 (en) 2016-04-19

Family

ID=32990219

Family Applications (4)

Application Number Title Priority Date Filing Date
US10/404,947 Ceased US7266147B2 (en) 2003-03-31 2003-03-31 Hypothetical reference decoder
US12/553,836 Active 2025-05-31 USRE43062E1 (en) 2003-03-31 2009-09-03 Hypothetical reference decoder
US13/284,683 Active 2025-05-31 USRE45983E1 (en) 2003-03-31 2011-10-28 Hypothetical reference decoder
US14/970,087 Active 2025-05-31 USRE48953E1 (en) 2003-03-31 2015-12-15 Hypothetical reference decoder

Family Applications Before (2)

Application Number Title Priority Date Filing Date
US10/404,947 Ceased US7266147B2 (en) 2003-03-31 2003-03-31 Hypothetical reference decoder
US12/553,836 Active 2025-05-31 USRE43062E1 (en) 2003-03-31 2009-09-03 Hypothetical reference decoder

Family Applications After (1)

Application Number Title Priority Date Filing Date
US14/970,087 Active 2025-05-31 USRE48953E1 (en) 2003-03-31 2015-12-15 Hypothetical reference decoder

Country Status (11)

Country Link
US (4) US7266147B2 (en)
EP (3) EP2209319B1 (en)
JP (4) JP2006519517A (en)
CN (3) CN101854553B (en)
AT (2) ATE472228T1 (en)
DE (2) DE602004012540T2 (en)
ES (3) ES2300757T3 (en)
HK (2) HK1145413A1 (en)
PL (1) PL2209319T3 (en)
PT (3) PT1791369E (en)
WO (1) WO2004088988A1 (en)

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9445120B2 (en) 2011-04-12 2016-09-13 Sun Patent Trust Moving picture coding method, moving picture coding apparatus, moving picture decoding method, moving picture decoding apparatus and moving picture coding and decoding apparatus
US9456217B2 (en) 2011-05-24 2016-09-27 Sun Patent Trust Coding method and apparatus with candidate motion vectors
US9456214B2 (en) 2011-08-03 2016-09-27 Sun Patent Trust Moving picture coding method, moving picture coding apparatus, moving picture decoding method, moving picture decoding apparatus, and moving picture coding and decoding apparatus
US9485518B2 (en) 2011-05-27 2016-11-01 Sun Patent Trust Decoding method and apparatus with candidate motion vectors
US9560373B2 (en) 2011-05-31 2017-01-31 Sun Patent Trust Image coding method and apparatus with candidate motion vectors
US9609356B2 (en) 2011-05-31 2017-03-28 Sun Patent Trust Moving picture coding method and apparatus with candidate motion vectors
US9615107B2 (en) 2011-05-27 2017-04-04 Sun Patent Trust Image coding method, image coding apparatus, image decoding method, image decoding apparatus, and image coding and decoding apparatus
US10887585B2 (en) 2011-06-30 2021-01-05 Sun Patent Trust Image decoding method, image coding method, image decoding apparatus, image coding apparatus, and image coding and decoding apparatus
US11218708B2 (en) 2011-10-19 2022-01-04 Sun Patent Trust Picture decoding method for decoding using a merging candidate selected from a first merging candidate derived using a first derivation process and a second merging candidate derived using a second derivation process

Families Citing this family (66)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6307487B1 (en) 1998-09-23 2001-10-23 Digital Fountain, Inc. Information additive code generator and decoder for communication systems
US7068729B2 (en) 2001-12-21 2006-06-27 Digital Fountain, Inc. Multi-stage code generator and decoder for communication systems
US9240810B2 (en) 2002-06-11 2016-01-19 Digital Fountain, Inc. Systems and processes for decoding chain reaction codes through inactivation
EP2348640B1 (en) 2002-10-05 2020-07-15 QUALCOMM Incorporated Systematic encoding of chain reaction codes
US7908130B2 (en) * 2002-12-12 2011-03-15 Ixia Modelling aggregate transport layer network traffic behaviour with feedback containing packet loss information
US7266147B2 (en) * 2003-03-31 2007-09-04 Sharp Laboratories Of America, Inc. Hypothetical reference decoder
US7054774B2 (en) * 2003-06-27 2006-05-30 Microsoft Corporation Midstream determination of varying bandwidth availability
US7979886B2 (en) * 2003-10-17 2011-07-12 Telefonaktiebolaget Lm Ericsson (Publ) Container format for multimedia presentations
US8842175B2 (en) 2004-03-26 2014-09-23 Broadcom Corporation Anticipatory video signal reception and processing
US8683535B2 (en) * 2004-03-26 2014-03-25 Broadcom Corporation Fast channel change
US7162533B2 (en) * 2004-04-30 2007-01-09 Microsoft Corporation Session description message extensions
WO2005112250A2 (en) 2004-05-07 2005-11-24 Digital Fountain, Inc. File download and streaming system
US8218439B2 (en) * 2004-11-24 2012-07-10 Sharp Laboratories Of America, Inc. Method and apparatus for adaptive buffering
US20060143678A1 (en) * 2004-12-10 2006-06-29 Microsoft Corporation System and process for controlling the coding bit rate of streaming media data employing a linear quadratic control technique and leaky bucket model
US7543073B2 (en) * 2004-12-10 2009-06-02 Microsoft Corporation System and process for performing an exponentially weighted moving average on streaming data to establish a moving average bit rate
US7536469B2 (en) * 2004-12-10 2009-05-19 Microsoft Corporation System and process for controlling the coding bit rate of streaming media data employing a limited number of supported coding bit rates
KR20060065482A (en) * 2004-12-10 2006-06-14 마이크로소프트 코포레이션 A system and process for controlling the coding bit rate of streaming media data
AU2006231216A1 (en) * 2005-04-07 2006-10-12 Nokia Corporation Buffering in streaming delivery
US9136983B2 (en) 2006-02-13 2015-09-15 Digital Fountain, Inc. Streaming and buffering using variable FEC overhead and protection periods
US9270414B2 (en) 2006-02-21 2016-02-23 Digital Fountain, Inc. Multiple-field based code generator and decoder for communications systems
WO2007134196A2 (en) 2006-05-10 2007-11-22 Digital Fountain, Inc. Code generator and decoder using hybrid codes
US9386064B2 (en) 2006-06-09 2016-07-05 Qualcomm Incorporated Enhanced block-request streaming using URL templates and construction rules
US20100211690A1 (en) * 2009-02-13 2010-08-19 Digital Fountain, Inc. Block partitioning for a data stream
US9419749B2 (en) 2009-08-19 2016-08-16 Qualcomm Incorporated Methods and apparatus employing FEC codes with permanent inactivation of symbols for encoding and decoding processes
US9209934B2 (en) 2006-06-09 2015-12-08 Qualcomm Incorporated Enhanced block-request streaming using cooperative parallel HTTP and forward error correction
US9178535B2 (en) 2006-06-09 2015-11-03 Digital Fountain, Inc. Dynamic stream interleaving and sub-stream based delivery
US9380096B2 (en) 2006-06-09 2016-06-28 Qualcomm Incorporated Enhanced block-request streaming system for handling low-latency streaming
US9432433B2 (en) 2006-06-09 2016-08-30 Qualcomm Incorporated Enhanced block-request streaming system using signaling or block creation
CN101299808B (en) * 2007-04-30 2011-11-16 北京希格玛和芯微电子技术有限公司 Method and apparatus for real-time image data transmission
CN101802797B (en) 2007-09-12 2013-07-17 数字方敦股份有限公司 Generating and communicating source identification information to enable reliable communications
JP5171413B2 (en) * 2008-06-16 2013-03-27 三菱電機株式会社 Content transmission device, content reception device, and content transmission method
US9281847B2 (en) 2009-02-27 2016-03-08 Qualcomm Incorporated Mobile reception of digital video broadcasting—terrestrial services
US9288010B2 (en) 2009-08-19 2016-03-15 Qualcomm Incorporated Universal file delivery methods for providing unequal error protection and bundled file delivery services
US9917874B2 (en) 2009-09-22 2018-03-13 Qualcomm Incorporated Enhanced block-request streaming using block partitioning or request controls for improved client-side handling
CN102763136B (en) * 2010-02-11 2015-04-01 诺基亚公司 Method and apparatus for providing multi-threaded video decoding
US9049497B2 (en) 2010-06-29 2015-06-02 Qualcomm Incorporated Signaling random access points for streaming video data
US9185439B2 (en) 2010-07-15 2015-11-10 Qualcomm Incorporated Signaling data for multiplexing video components
US9596447B2 (en) 2010-07-21 2017-03-14 Qualcomm Incorporated Providing frame packing type information for video coding
US8825886B2 (en) 2010-07-28 2014-09-02 Hong Kong Applied Science and Technology Research Institute Company Limited System and method for evaluating network transport effects on delivery of media content
US9456015B2 (en) 2010-08-10 2016-09-27 Qualcomm Incorporated Representation groups for network streaming of coded multimedia data
US9270299B2 (en) 2011-02-11 2016-02-23 Qualcomm Incorporated Encoding and decoding using elastic codes with flexible source block mapping
US9253233B2 (en) 2011-08-31 2016-02-02 Qualcomm Incorporated Switch signaling methods providing improved switching between representations for adaptive HTTP streaming
US9131245B2 (en) 2011-09-23 2015-09-08 Qualcomm Incorporated Reference picture list construction for video coding
US9843844B2 (en) 2011-10-05 2017-12-12 Qualcomm Incorporated Network streaming of media data
US9264717B2 (en) * 2011-10-31 2016-02-16 Qualcomm Incorporated Random access with advanced decoded picture buffer (DPB) management in video coding
KR20130058584A (en) 2011-11-25 2013-06-04 삼성전자주식회사 Method and apparatus for encoding image, and method and apparatus for decoding image to manage buffer of decoder
US9294226B2 (en) 2012-03-26 2016-03-22 Qualcomm Incorporated Universal object delivery and template-based file delivery
CA2870989C (en) * 2012-04-23 2018-11-20 Panasonic Intellectual Property Corporation Of America Encoding method, decoding method, encoding apparatus, decoding apparatus, and encoding and decoding apparatus
JP5994367B2 (en) * 2012-04-27 2016-09-21 富士通株式会社 Moving picture coding apparatus and moving picture coding method
US20140003534A1 (en) 2012-07-02 2014-01-02 Sony Corporation Video coding system with temporal scalability and method of operation thereof
US9912941B2 (en) 2012-07-02 2018-03-06 Sony Corporation Video coding system with temporal layers and method of operation thereof
US10110890B2 (en) 2012-07-02 2018-10-23 Sony Corporation Video coding system with low delay and method of operation thereof
JP6094126B2 (en) * 2012-10-01 2017-03-15 富士通株式会社 Video decoding device
CN105103566B (en) * 2013-03-15 2019-05-21 构造数据有限责任公司 Video clip is for identification so as to the system and method that show contextual content
JP6344386B2 (en) * 2013-06-06 2018-06-20 日本電気株式会社 Time-series data encoding apparatus, method and program, and time-series data re-encoding apparatus, method and program
WO2015011841A1 (en) * 2013-07-26 2015-01-29 富士通株式会社 Encoding device, encoding method, and encoding program
US20160227227A1 (en) * 2013-10-11 2016-08-04 Sharp Kabushiki Kaisha Color information and chromaticity signaling
JP6271756B2 (en) * 2013-12-02 2018-01-31 ドルビー・インターナショナル・アーベー Method of bit rate signaling and bit stream format enabling the method
US9813719B2 (en) * 2014-06-18 2017-11-07 Qualcomm Incorporated Signaling HRD parameters for bitstream partitions
WO2020226991A1 (en) * 2019-05-06 2020-11-12 Futurewei Technologies, Inc. Hypothetical reference decoder for gradual decoding refresh
JP2022549443A (en) * 2019-09-24 2022-11-25 ホアウェイ・テクノロジーズ・カンパニー・リミテッド Sequence level HRD parameters
US11483227B2 (en) 2020-10-13 2022-10-25 Keysight Technologies, Inc. Methods, systems and computer readable media for active queue management
US11483228B2 (en) 2021-01-29 2022-10-25 Keysight Technologies, Inc. Methods, systems, and computer readable media for network testing using an emulated data center environment
US11405302B1 (en) 2021-03-11 2022-08-02 Keysight Technologies, Inc. Methods, systems, and computer readable media for network testing using configurable test infrastructure
US11388081B1 (en) 2021-03-30 2022-07-12 Keysight Technologies, Inc. Methods, systems, and computer readable media for impairment testing using an impairment device
US11765068B2 (en) 2021-12-22 2023-09-19 Keysight Technologies, Inc. Methods, systems, and computer readable media for programmable data plane processor based traffic impairment

Citations (40)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH02272851A (en) 1989-04-14 1990-11-07 Oki Electric Ind Co Ltd Assembly system and disassembly system of picture packet
US5159447A (en) * 1991-05-23 1992-10-27 At&T Bell Laboratories Buffer control for variable bit-rate channel
US5287182A (en) * 1992-07-02 1994-02-15 At&T Bell Laboratories Timing recovery for variable bit-rate video on asynchronous transfer mode (ATM) networks
US5365552A (en) 1992-11-16 1994-11-15 Intel Corporation Buffer fullness indicator
US5398072A (en) 1993-10-25 1995-03-14 Lsi Logic Corporation Management of channel buffer in video decoders
JPH07107429A (en) 1993-10-05 1995-04-21 Matsushita Electric Ind Co Ltd Picture signal recorder and reproducing device therefor
US5481543A (en) 1993-03-16 1996-01-02 Sony Corporation Rational input buffer arrangements for auxiliary information in video and audio signal processing systems
US5534944A (en) 1994-07-15 1996-07-09 Matsushita Electric Corporation Of America Method of splicing MPEG encoded video
US5537408A (en) 1995-02-03 1996-07-16 International Business Machines Corporation apparatus and method for segmentation and time synchronization of the transmission of multimedia data
US5543853A (en) * 1995-01-19 1996-08-06 At&T Corp. Encoder/decoder buffer control for variable bit-rate channel
US5619341A (en) * 1995-02-23 1997-04-08 Motorola, Inc. Method and apparatus for preventing overflow and underflow of an encoder buffer in a video compression system
US5629736A (en) 1994-11-01 1997-05-13 Lucent Technologies Inc. Coded domain picture composition for multimedia communications systems
US5652749A (en) 1995-02-03 1997-07-29 International Business Machines Corporation Apparatus and method for segmentation and time synchronization of the transmission of a multiple program multimedia data stream
US5663962A (en) * 1994-09-29 1997-09-02 Cselt- Centro Studi E Laboratori Telecomunicazioni S.P.A. Method of multiplexing streams of audio-visual signals coded according to standard MPEG1
US5668841A (en) * 1994-05-27 1997-09-16 Lucent Technologies Inc. Timing recovery for variable bit-rate video on asynchronous transfer mode (ATM) networks
US5831688A (en) * 1994-10-31 1998-11-03 Mitsubishi Denki Kabushiki Kaisha Image coded data re-encoding apparatus
US5877812A (en) 1995-11-21 1999-03-02 Imedia Corporation Method and apparatus for increasing channel utilization for digital video transmission
EP0930786A2 (en) 1998-01-19 1999-07-21 Sony Corporation Compressed picture data editing apparatus and method
US5982436A (en) * 1997-03-28 1999-11-09 Philips Electronics North America Corp. Method for seamless splicing in a video encoder
US5995151A (en) * 1995-12-04 1999-11-30 Tektronix, Inc. Bit rate control mechanism for digital image and video data compression
US6055270A (en) * 1994-04-20 2000-04-25 Thomson Cosumer Electronics, Inc. Multiplexer system using constant bit rate encoders
JP2000124958A (en) 1998-10-20 2000-04-28 Mitsubishi Electric Corp Encoded data switching device
US6085221A (en) * 1996-01-08 2000-07-04 International Business Machines Corporation File server for multimedia file distribution
US6188703B1 (en) * 1997-08-01 2001-02-13 International Business Machines Corp. Multiplexer for multiple media streams
US6272566B1 (en) 1998-11-18 2001-08-07 International Business Machines Corporation System for maintaining proper buffering within video play list
US20020037161A1 (en) 2000-09-27 2002-03-28 Takayuki Sugahara MPEG picture data recording apparatus, MPEG picture data recording method, MPEG picture data recording medium, MPEG picture data generating apparatus, MPEG picture data reproducing apparatus, and MPEG picture data reproducing method
US6366704B1 (en) * 1997-12-01 2002-04-02 Sharp Laboratories Of America, Inc. Method and apparatus for a delay-adaptive rate control scheme for the frame layer
JP2002112183A (en) 2000-09-27 2002-04-12 Victor Co Of Japan Ltd Mpeg image data recording method
US6381254B1 (en) * 1996-11-08 2002-04-30 Matsushita Electric Industrial Co., Ltd. Moving image encoding device/method, moving image multiplexing device/method, and image transmission device
US6389072B1 (en) * 1998-12-23 2002-05-14 U.S. Philips Corp. Motion analysis based buffer regulation scheme
US6397251B1 (en) * 1997-09-02 2002-05-28 International Business Machines Corporation File server for multimedia file distribution
US20030053416A1 (en) 2001-09-19 2003-03-20 Microsoft Corporation Generalized reference decoder for image or video processing
JP2003092752A (en) 2001-09-19 2003-03-28 Mitsubishi Electric Corp Multiplexer, multiplexing method, image decoder and image decoding method
US6542549B1 (en) * 1998-10-13 2003-04-01 Matsushita Electric Industrial Co., Ltd. Method and model for regulating the computational and memory requirements of a compressed bitstream in a video decoder
US6587506B1 (en) * 1999-11-02 2003-07-01 Matsushita Electric Industrial Co., Ltd. Video editing apparatus, video editing method, and data storage medium for a video editing program
US6637031B1 (en) 1998-12-04 2003-10-21 Microsoft Corporation Multimedia presentation latency minimization
US6907481B2 (en) * 2001-03-06 2005-06-14 Ati Technologies, Inc. System for bit-rate controlled digital stream playback and method thereof
US6909743B1 (en) * 1999-04-14 2005-06-21 Sarnoff Corporation Method for generating and processing transition streams
US6912251B1 (en) * 1998-09-25 2005-06-28 Sarnoff Corporation Frame-accurate seamless splicing of information streams
US7088771B2 (en) * 1999-04-06 2006-08-08 Broadcom Corporation Video encoding and video/audio/data multiplexing device

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6023296A (en) * 1997-07-10 2000-02-08 Sarnoff Corporation Apparatus and method for object based rate control in a coding system
US6301428B1 (en) * 1997-12-09 2001-10-09 Lsi Logic Corporation Compressed video editor with transition buffer matcher
US6269120B1 (en) * 1998-03-23 2001-07-31 International Business Machines Corporation Method of precise buffer management for MPEG video splicing
US6289129B1 (en) * 1998-06-19 2001-09-11 Motorola, Inc. Video rate buffer for use with push dataflow
US6763067B2 (en) * 2000-10-10 2004-07-13 Sarnoff Corporation Rate control for bitstream re-encoding
KR20020064925A (en) * 2000-10-10 2002-08-10 코닌클리케 필립스 일렉트로닉스 엔.브이. Video bitrate control method and device for digital video recording
KR100468726B1 (en) * 2002-04-18 2005-01-29 삼성전자주식회사 Apparatus and method for performing variable bit rate control in real time
EP1518403A4 (en) * 2002-07-02 2009-03-18 Conexant Systems Inc Hypothetical reference decoder for compressed image and video
US7266147B2 (en) * 2003-03-31 2007-09-04 Sharp Laboratories Of America, Inc. Hypothetical reference decoder
US7380028B2 (en) * 2003-06-13 2008-05-27 Microsoft Corporation Robust delivery of video data
US8345754B2 (en) * 2003-09-07 2013-01-01 Microsoft Corporation Signaling buffer fullness
US7535959B2 (en) * 2003-10-16 2009-05-19 Nvidia Corporation Apparatus, system, and method for video encoder rate control
US9654533B2 (en) * 2013-01-17 2017-05-16 Electronics And Telecommunications Research Institute Method of adaptively delivering media based on reception status information from media client and apparatus using the same

Patent Citations (42)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH02272851A (en) 1989-04-14 1990-11-07 Oki Electric Ind Co Ltd Assembly system and disassembly system of picture packet
US5159447A (en) * 1991-05-23 1992-10-27 At&T Bell Laboratories Buffer control for variable bit-rate channel
US5287182A (en) * 1992-07-02 1994-02-15 At&T Bell Laboratories Timing recovery for variable bit-rate video on asynchronous transfer mode (ATM) networks
US5365552A (en) 1992-11-16 1994-11-15 Intel Corporation Buffer fullness indicator
US5481543A (en) 1993-03-16 1996-01-02 Sony Corporation Rational input buffer arrangements for auxiliary information in video and audio signal processing systems
JPH07107429A (en) 1993-10-05 1995-04-21 Matsushita Electric Ind Co Ltd Picture signal recorder and reproducing device therefor
US5398072A (en) 1993-10-25 1995-03-14 Lsi Logic Corporation Management of channel buffer in video decoders
US6055270A (en) * 1994-04-20 2000-04-25 Thomson Cosumer Electronics, Inc. Multiplexer system using constant bit rate encoders
US5668841A (en) * 1994-05-27 1997-09-16 Lucent Technologies Inc. Timing recovery for variable bit-rate video on asynchronous transfer mode (ATM) networks
US5534944A (en) 1994-07-15 1996-07-09 Matsushita Electric Corporation Of America Method of splicing MPEG encoded video
US5663962A (en) * 1994-09-29 1997-09-02 Cselt- Centro Studi E Laboratori Telecomunicazioni S.P.A. Method of multiplexing streams of audio-visual signals coded according to standard MPEG1
US5831688A (en) * 1994-10-31 1998-11-03 Mitsubishi Denki Kabushiki Kaisha Image coded data re-encoding apparatus
US5629736A (en) 1994-11-01 1997-05-13 Lucent Technologies Inc. Coded domain picture composition for multimedia communications systems
US5565924A (en) * 1995-01-19 1996-10-15 Lucent Technologies Inc. Encoder/decoder buffer control for variable bit-rate channel
US5543853A (en) * 1995-01-19 1996-08-06 At&T Corp. Encoder/decoder buffer control for variable bit-rate channel
US5652749A (en) 1995-02-03 1997-07-29 International Business Machines Corporation Apparatus and method for segmentation and time synchronization of the transmission of a multiple program multimedia data stream
US5537408A (en) 1995-02-03 1996-07-16 International Business Machines Corporation apparatus and method for segmentation and time synchronization of the transmission of multimedia data
US5619341A (en) * 1995-02-23 1997-04-08 Motorola, Inc. Method and apparatus for preventing overflow and underflow of an encoder buffer in a video compression system
US5877812A (en) 1995-11-21 1999-03-02 Imedia Corporation Method and apparatus for increasing channel utilization for digital video transmission
US5995151A (en) * 1995-12-04 1999-11-30 Tektronix, Inc. Bit rate control mechanism for digital image and video data compression
US6085221A (en) * 1996-01-08 2000-07-04 International Business Machines Corporation File server for multimedia file distribution
US6381254B1 (en) * 1996-11-08 2002-04-30 Matsushita Electric Industrial Co., Ltd. Moving image encoding device/method, moving image multiplexing device/method, and image transmission device
US5982436A (en) * 1997-03-28 1999-11-09 Philips Electronics North America Corp. Method for seamless splicing in a video encoder
US6188703B1 (en) * 1997-08-01 2001-02-13 International Business Machines Corp. Multiplexer for multiple media streams
US6397251B1 (en) * 1997-09-02 2002-05-28 International Business Machines Corporation File server for multimedia file distribution
US6366704B1 (en) * 1997-12-01 2002-04-02 Sharp Laboratories Of America, Inc. Method and apparatus for a delay-adaptive rate control scheme for the frame layer
EP0930786A2 (en) 1998-01-19 1999-07-21 Sony Corporation Compressed picture data editing apparatus and method
US6912251B1 (en) * 1998-09-25 2005-06-28 Sarnoff Corporation Frame-accurate seamless splicing of information streams
US6542549B1 (en) * 1998-10-13 2003-04-01 Matsushita Electric Industrial Co., Ltd. Method and model for regulating the computational and memory requirements of a compressed bitstream in a video decoder
JP2000124958A (en) 1998-10-20 2000-04-28 Mitsubishi Electric Corp Encoded data switching device
US6272566B1 (en) 1998-11-18 2001-08-07 International Business Machines Corporation System for maintaining proper buffering within video play list
US6637031B1 (en) 1998-12-04 2003-10-21 Microsoft Corporation Multimedia presentation latency minimization
US6389072B1 (en) * 1998-12-23 2002-05-14 U.S. Philips Corp. Motion analysis based buffer regulation scheme
US7088771B2 (en) * 1999-04-06 2006-08-08 Broadcom Corporation Video encoding and video/audio/data multiplexing device
US6909743B1 (en) * 1999-04-14 2005-06-21 Sarnoff Corporation Method for generating and processing transition streams
US6587506B1 (en) * 1999-11-02 2003-07-01 Matsushita Electric Industrial Co., Ltd. Video editing apparatus, video editing method, and data storage medium for a video editing program
JP2002112183A (en) 2000-09-27 2002-04-12 Victor Co Of Japan Ltd Mpeg image data recording method
US20020037161A1 (en) 2000-09-27 2002-03-28 Takayuki Sugahara MPEG picture data recording apparatus, MPEG picture data recording method, MPEG picture data recording medium, MPEG picture data generating apparatus, MPEG picture data reproducing apparatus, and MPEG picture data reproducing method
US6907481B2 (en) * 2001-03-06 2005-06-14 Ati Technologies, Inc. System for bit-rate controlled digital stream playback and method thereof
JP2003092752A (en) 2001-09-19 2003-03-28 Mitsubishi Electric Corp Multiplexer, multiplexing method, image decoder and image decoding method
US20030053416A1 (en) 2001-09-19 2003-03-20 Microsoft Corporation Generalized reference decoder for image or video processing
US7646816B2 (en) * 2001-09-19 2010-01-12 Microsoft Corporation Generalized reference decoder for image or video processing

Non-Patent Citations (17)

* Cited by examiner, † Cited by third party
Title
"Annex C-Video Buffering Verifier, Information Technology-Generic coding of moving pictures and associated audio information: Video," ITU-T Recommendation H.262, Feb. 2000, pp. 1, 138-142, XP 002 248 658.
"Working Draft No. 2, Revision 3 (WD-2r3)," Joint Video Team (JVT) of ISO/IEC MPEG and ITU-T VCEG, Gary Sullivan, One Microsoft Way, Redmond, WA 98052 USA, Mar. 26, 2002, Dovument JVT-B118r3, 99 pages.
Annex B-"Hypothetical Reference Decoder, Video Coding for Low Bit Rate Communication," ITU-T Recommendation H.263, Feb. 1998, pp. 1, 49-50, XP 002 248 657.
Annex C, "Hypothetical Reference Decoder," Draft ISO/IEC 14496-10:2002(E), Draft ITU-T Rec. H.2649, (2002)E, pp. 160-188.
Annex C, "Video Buffering Verifier," H.262/MPEG-2, ITU-T Rec. H.262 (1995E), pp. 143-147.
Annex D, "Features Supported by the Algorithm," ITU-T Rec. H.262 (1995 E), pp. 148-150.
Hannuksela, M., "Simple Definition of GOP for Random Access," Nokia Corporation, JVT-B041, Jan. 23, 2002, pp. 1-6.
Hannuksela, Miska M., et al., Random Access and Time Information; JVT-B109, Mar. 2002, pp. 1-6.
Hiroshi, Fujiwara, "Point Illustrated Newest MPEG Textbook," ASCII Corporation, Aug. 1, 1994, p. 113-114.
Jordi Ribas-Corbera, Philip A. Chou, and Shankar Regunathan, "A Flexible Decoder Buffer Model for JVT Video Coding," International Conference on Image Processing ICIP 2002, vol. 2, Sep. 22, 2002, pp. II-493-II-496.
Ribas-Corbera et al., "A Flexible Decoder Buffer Model for JVT Video Coding,".
Ribas-Corbera et al., "A Generalized Hypothetical Reference Decoder for H.26L," ITU Telecommunications Standardization Sector, Sep. 24-27, 2001.
Ribas-Corbera, Jordi, "A Generalized Hypothetical Reference Decoder for H.264/AVC," IEEE Transactions on Circuits and Systems for Video Technology, IEEE Service Center, Piscataway, NJ, US, vol. 13, No. 7 Jul. 2003, pp. 674-687, XP 001 051 195.
Shankar L. Regunathan, Phil A. Chou, Jordi Ribas-Corbera; Video Complexity Verifier for HRD; Microsoft, JVT-BO50, Jan. 18, 2002, pp. 1-19.
Sullivan, Gary, "On Random Access and Bitstream Format for JVT Video," Microsoft Corporation, JVT-B063R1, pp. 1-16.
Sullivan, Gary, "Working Draft No. 2, Revision 3 (WD-2r3)," Joint Video Team (JVT) of ISO/IEC MPEG and ITU-T VCEG, Mar. 2002, Document JVT-B118r3.
Viscito, Eric, "H.26L Buffering Ad-Hoc Group Report," Globespan Virata, ITU Sector Member, JVT-B013, Jan. 23, 2002, pp. 1-3.

Cited By (48)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10609406B2 (en) 2011-04-12 2020-03-31 Sun Patent Trust Moving picture coding method, moving picture coding apparatus, moving picture decoding method, moving picture decoding apparatus and moving picture coding and decoding apparatus
US9872036B2 (en) 2011-04-12 2018-01-16 Sun Patent Trust Moving picture coding method, moving picture coding apparatus, moving picture decoding method, moving picture decoding apparatus and moving picture coding and decoding apparatus
US11917186B2 (en) 2011-04-12 2024-02-27 Sun Patent Trust Moving picture coding method, moving picture coding apparatus, moving picture decoding method, moving picture decoding apparatus and moving picture coding and decoding apparatus
US11356694B2 (en) 2011-04-12 2022-06-07 Sun Patent Trust Moving picture coding method, moving picture coding apparatus, moving picture decoding method, moving picture decoding apparatus and moving picture coding and decoding apparatus
US10178404B2 (en) 2011-04-12 2019-01-08 Sun Patent Trust Moving picture coding method, moving picture coding apparatus, moving picture decoding method, moving picture decoding apparatus and moving picture coding and decoding apparatus
US11012705B2 (en) 2011-04-12 2021-05-18 Sun Patent Trust Moving picture coding method, moving picture coding apparatus, moving picture decoding method, moving picture decoding apparatus and moving picture coding and decoding apparatus
US9445120B2 (en) 2011-04-12 2016-09-13 Sun Patent Trust Moving picture coding method, moving picture coding apparatus, moving picture decoding method, moving picture decoding apparatus and moving picture coding and decoding apparatus
US10536712B2 (en) 2011-04-12 2020-01-14 Sun Patent Trust Moving picture coding method, moving picture coding apparatus, moving picture decoding method, moving picture decoding apparatus and moving picture coding and decoding apparatus
US10382774B2 (en) 2011-04-12 2019-08-13 Sun Patent Trust Moving picture coding method, moving picture coding apparatus, moving picture decoding method, moving picture decoding apparatus and moving picture coding and decoding apparatus
US10129564B2 (en) 2011-05-24 2018-11-13 Velos Media, LCC Decoding method and apparatuses with candidate motion vectors
US10484708B2 (en) 2011-05-24 2019-11-19 Velos Media, Llc Decoding method and apparatuses with candidate motion vectors
US9826249B2 (en) 2011-05-24 2017-11-21 Velos Media, Llc Decoding method and apparatuses with candidate motion vectors
US9456217B2 (en) 2011-05-24 2016-09-27 Sun Patent Trust Coding method and apparatus with candidate motion vectors
US11228784B2 (en) 2011-05-24 2022-01-18 Velos Media, Llc Decoding method and apparatuses with candidate motion vectors
US9883199B2 (en) 2011-05-27 2018-01-30 Sun Patent Trust Coding method and apparatus with candidate motion vectors
US9485518B2 (en) 2011-05-27 2016-11-01 Sun Patent Trust Decoding method and apparatus with candidate motion vectors
US11895324B2 (en) 2011-05-27 2024-02-06 Sun Patent Trust Coding method and apparatus with candidate motion vectors
US11575930B2 (en) 2011-05-27 2023-02-07 Sun Patent Trust Coding method and apparatus with candidate motion vectors
US10200714B2 (en) 2011-05-27 2019-02-05 Sun Patent Trust Decoding method and apparatus with candidate motion vectors
US10212450B2 (en) 2011-05-27 2019-02-19 Sun Patent Trust Coding method and apparatus with candidate motion vectors
US11570444B2 (en) 2011-05-27 2023-01-31 Sun Patent Trust Image coding method, image coding apparatus, image decoding method, image decoding apparatus, and image coding and decoding apparatus
US9838695B2 (en) 2011-05-27 2017-12-05 Sun Patent Trust Image coding method, image coding apparatus, image decoding method, image decoding apparatus, and image coding and decoding apparatus
US10034001B2 (en) 2011-05-27 2018-07-24 Sun Patent Trust Image coding method, image coding apparatus, image decoding method, image decoding apparatus, and image coding and decoding apparatus
US11115664B2 (en) 2011-05-27 2021-09-07 Sun Patent Trust Image coding method, image coding apparatus, image decoding method, image decoding apparatus, and image coding and decoding apparatus
US11076170B2 (en) 2011-05-27 2021-07-27 Sun Patent Trust Coding method and apparatus with candidate motion vectors
US9723322B2 (en) 2011-05-27 2017-08-01 Sun Patent Trust Decoding method and apparatus with candidate motion vectors
US10595023B2 (en) 2011-05-27 2020-03-17 Sun Patent Trust Image coding method, image coding apparatus, image decoding method, image decoding apparatus, and image coding and decoding apparatus
US9615107B2 (en) 2011-05-27 2017-04-04 Sun Patent Trust Image coding method, image coding apparatus, image decoding method, image decoding apparatus, and image coding and decoding apparatus
US10721474B2 (en) 2011-05-27 2020-07-21 Sun Patent Trust Image coding method, image coding apparatus, image decoding method, image decoding apparatus, and image coding and decoding apparatus
US10708598B2 (en) 2011-05-27 2020-07-07 Sun Patent Trust Image coding method, image coding apparatus, image decoding method, image decoding apparatus, and image coding and decoding apparatus
US9560373B2 (en) 2011-05-31 2017-01-31 Sun Patent Trust Image coding method and apparatus with candidate motion vectors
US9900613B2 (en) 2011-05-31 2018-02-20 Sun Patent Trust Image coding and decoding system using candidate motion vectors
US10412404B2 (en) 2011-05-31 2019-09-10 Velos Media, Llc Image decoding method and image decoding apparatus using candidate motion vectors
US11509928B2 (en) 2011-05-31 2022-11-22 Sun Patent Trust Derivation method and apparatuses with candidate motion vectors
US11057639B2 (en) 2011-05-31 2021-07-06 Sun Patent Trust Derivation method and apparatuses with candidate motion vectors
US9819961B2 (en) 2011-05-31 2017-11-14 Sun Patent Trust Decoding method and apparatuses with candidate motion vectors
US10652573B2 (en) 2011-05-31 2020-05-12 Sun Patent Trust Video encoding method, video encoding device, video decoding method, video decoding device, and video encoding/decoding device
US11917192B2 (en) 2011-05-31 2024-02-27 Sun Patent Trust Derivation method and apparatuses with candidate motion vectors
US10645413B2 (en) 2011-05-31 2020-05-05 Sun Patent Trust Derivation method and apparatuses with candidate motion vectors
US9609356B2 (en) 2011-05-31 2017-03-28 Sun Patent Trust Moving picture coding method and apparatus with candidate motion vectors
US10887585B2 (en) 2011-06-30 2021-01-05 Sun Patent Trust Image decoding method, image coding method, image decoding apparatus, image coding apparatus, and image coding and decoding apparatus
US11553202B2 (en) 2011-08-03 2023-01-10 Sun Patent Trust Video encoding method, video encoding apparatus, video decoding method, video decoding apparatus, and video encoding/decoding apparatus
US10284872B2 (en) 2011-08-03 2019-05-07 Sun Patent Trust Video encoding method, video encoding apparatus, video decoding method, video decoding apparatus, and video encoding/decoding apparatus
US9456214B2 (en) 2011-08-03 2016-09-27 Sun Patent Trust Moving picture coding method, moving picture coding apparatus, moving picture decoding method, moving picture decoding apparatus, and moving picture coding and decoding apparatus
US10129561B2 (en) 2011-08-03 2018-11-13 Sun Patent Trust Video encoding method, video encoding apparatus, video decoding method, video decoding apparatus, and video encoding/decoding apparatus
US10440387B2 (en) 2011-08-03 2019-10-08 Sun Patent Trust Video encoding method, video encoding apparatus, video decoding method, video decoding apparatus, and video encoding/decoding apparatus
US11647208B2 (en) 2011-10-19 2023-05-09 Sun Patent Trust Picture coding method, picture coding apparatus, picture decoding method, and picture decoding apparatus
US11218708B2 (en) 2011-10-19 2022-01-04 Sun Patent Trust Picture decoding method for decoding using a merging candidate selected from a first merging candidate derived using a first derivation process and a second merging candidate derived using a second derivation process

Also Published As

Publication number Publication date
EP1791369A2 (en) 2007-05-30
USRE43062E1 (en) 2012-01-03
EP2209319B1 (en) 2012-07-04
PT2209319E (en) 2012-09-11
US7266147B2 (en) 2007-09-04
CN101854553B (en) 2014-12-31
PT1611747E (en) 2008-04-11
JP5536811B2 (en) 2014-07-02
ATE390019T1 (en) 2008-04-15
DE602004012540D1 (en) 2008-04-30
DE602004027847D1 (en) 2010-08-05
WO2004088988A1 (en) 2004-10-14
EP1611747A4 (en) 2006-06-14
EP1611747A1 (en) 2006-01-04
CN101854552B (en) 2017-05-17
EP2209319A3 (en) 2011-01-26
JP2006519517A (en) 2006-08-24
USRE48953E1 (en) 2022-03-01
CN1826812A (en) 2006-08-30
ES2348075T3 (en) 2010-11-29
CN101854553A (en) 2010-10-06
EP1791369B1 (en) 2010-06-23
HK1145413A1 (en) 2011-04-15
HK1147374A1 (en) 2011-08-05
JP2010166600A (en) 2010-07-29
DE602004012540T2 (en) 2009-04-23
EP1611747B1 (en) 2008-03-19
EP2209319A2 (en) 2010-07-21
JP5444047B2 (en) 2014-03-19
ES2300757T3 (en) 2008-06-16
CN101854552A (en) 2010-10-06
JP5025289B2 (en) 2012-09-12
ATE472228T1 (en) 2010-07-15
PL2209319T3 (en) 2012-11-30
CN1826812B (en) 2010-07-28
PT1791369E (en) 2010-08-09
JP2007189731A (en) 2007-07-26
ES2390596T3 (en) 2012-11-14
US20040190606A1 (en) 2004-09-30
EP1791369A3 (en) 2007-06-27
JP2012135009A (en) 2012-07-12

Similar Documents

Publication Publication Date Title
USRE48953E1 (en) Hypothetical reference decoder
EP1753248B1 (en) Generating and providing parameters for video generalized reference decoder
US7760801B2 (en) Transmission of video
Ribas-Corbera et al. A generalized hypothetical reference decoder for H. 264/AVC
US6327421B1 (en) Multiple speed fast forward/rewind compressed video delivery system
JP2001502125A (en) Improvements in or related to data transmission

Legal Events

Date Code Title Description
AS Assignment

Owner name: DOLBY LABORATORIES LICENSING CORPORATION, CALIFORN

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:SHARP KABUSHIKI KAISHA;REEL/FRAME:036724/0111

Effective date: 20150929

AS Assignment

Owner name: SHARP KABUSHIKI KAISHA, JAPAN

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:SHARP LABORATORIES OF AMERICA, INC.;REEL/FRAME:038182/0473

Effective date: 20080428

Owner name: SHARP LABORAORIES OF AMERICA, WASHINGTON

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:DESHPANDE, SACHIN G.;REEL/FRAME:038182/0361

Effective date: 20030328

MAFP Maintenance fee payment

Free format text: PAYMENT OF MAINTENANCE FEE, 12TH YEAR, LARGE ENTITY (ORIGINAL EVENT CODE: M1553); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY

Year of fee payment: 12