CN108668123A - A kind of acquisition methods and network element device of video tastes evaluation result - Google Patents
A kind of acquisition methods and network element device of video tastes evaluation result Download PDFInfo
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- CN108668123A CN108668123A CN201710208504.6A CN201710208504A CN108668123A CN 108668123 A CN108668123 A CN 108668123A CN 201710208504 A CN201710208504 A CN 201710208504A CN 108668123 A CN108668123 A CN 108668123A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N17/00—Diagnosis, testing or measuring for television systems or their details
- H04N17/004—Diagnosis, testing or measuring for television systems or their details for digital television systems
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/43—Processing 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
- H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
- H04N21/4425—Monitoring of client processing errors or hardware failure
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Abstract
An embodiment of the present invention provides a kind of acquisition methods and network element device of video tastes evaluation result, the method includes network element devices to obtain video flowing, and target component is obtained according to the video flowing, the target component includes video source parameter, viewing experience parameter and interactive operation parameter, the interactive operation parameter is the temporal information of the interactive operation event input by user obtained, the network element device obtains video tastes evaluation result, and the video tastes evaluation result is sent to media quality monitoring center by the network element device.The deployed position of network element device can not be limited using method shown in the present embodiment, and video source parameter acquiring is complete, realize that failure delimits positioning, can also be achieved the analysis of all types of user behavior, and the parameter for not influencing other each evaluation and test dimensions completely obtains.
Description
Technical field
The present invention relates to the acquisition methods of field of communication technology more particularly to a kind of video tastes evaluation result and
Network element device.
Background technology
The progress of the communication technology and multimedia technology makes IPTV (Internet Protocol Television, network
Protocol TV), visual telephone, video conference, the network video services such as video on demand are rapidly developed.Meanwhile it is diversified
Magnanimity terminal equipment has been deep into each corner of people's life, and people can enjoy abundant network video and be taken in small doses at short intervals whenever and wherever possible
Business, video flow have occupied the overwhelming majority of network flow, everything all shows the great vigor of Video service, has wide
Market prospects.Industry has started the tide for greatly developing video traffic.
The key problem of Video service is user experience, and service provider must grasp the actual experience information ability of user
It is best understood from current service scenario, orientation problem, and then improves service, to promote competitiveness.And the development of these work
Dependent on the accurate evaluation to user experience quality (Quality of Experience, QoE).VMOS(Video Mean
Opinion Score, video Mean Opinion Score) index is index most crucial in video QoE evaluation, it is to weigh video quality good
Bad sole criterion, therefore use without with reference to the accurate calculating of objective method and using VMOS indexs, i.e. video tastes score, for
Ensure that user video service quality is significant.
In Video service, the input of VMOS evaluation methods is generally video flowing or player feedback parameter, for user
It is current mainly to use player feedback method for interactive operation parameter.Application within the scope of non-VMOS evaluation methods, user
The source of interactive operation parameter generally also derives from player and feeds back.
The event information fed back from player can obtain user interactive operation parameter very accurately, can use broadcasting
The method is very outstanding in the scene of device feedback.Player feedback method mainly faces following problem:One, it is played not open
The method is unavailable in the scene of device feedback capability:There is the case where not allowing using player feedback interactive operation parameter;
In the application of VMOS methods, all parameter acquiring sources for considering dimension should be identical, currently be divided into practical applications
Two class of player feedback method and code stream analyzing method.Using player feedback method can to the deployment of method, to other dimensions
The acquisition of parameter affects:Two, deployed position is limited:Player feedback method is used to make the deployment of entire VMOS methods only
Can be confined in terminal, and viewing experience dimension therein should can be evaluated and tested in head end, network, terminal it is different to embody
The change information of steaming transfer realizes that failure delimits the target of positioning on network site, therefore cannot be confined to terminal;Even if three,
Be be confined in terminal and player feedback capability open, use player feedback method that can also make video source parameter and viewing
There are problems for the acquisition of experience parameter:(1) video source parameter acquiring is imperfect:Such as the quality point needs pair of evaluation VBR code streams
Code stream depth is decoded to obtain coding parameter, and current player is confined to type of coding, code check, resolution about video source parameter
Rate, frame per second etc. are not related to depth decoded information, and only using all methods of these parameters currently all can not correctly evaluate VBR codes
Stream;(2) viewing experience parameter acquiring is imperfect:Player method is about the viewing experience parameter (flower that viewing experience parameter can refer to
Screen, interim card) interim card can only be fed back by event information, and cannot feed back due to influence caused by packet loss, such as flower screen.
Invention content
An embodiment of the present invention provides one kind capable of not limiting deployed position, and the complete video body of video source parameter acquiring
Test the acquisition methods and network element device of evaluation result.
First aspect of the embodiment of the present invention provides a kind of acquisition methods of video tastes evaluation result, including:
Step A, network element device obtains video flowing.
Optionally, if the network element device, which has, grabs stream ability, the video flowing can be directly acquired.
It is also optional, if the network element device does not grab stream ability, need to configure to grab on the network element device to flow through
Journey.
Step B, the described network element device obtains target component according to the video flowing.
Specifically, the target component includes video source parameter, viewing experience parameter and interactive operation parameter, the friendship
Interoperability parameter is the temporal information of the interactive operation event input by user obtained.
Step C, the described network element device obtains video tastes evaluation result.
Specifically, the network element device is counted by video tastes evaluation result Computational frame according to the target component
It calculates to obtain video tastes evaluation result.
The video tastes evaluation result is sent to media quality monitoring center by step D, the described network element device.
In the present embodiment, the network element device determines the video tastes evaluation result as the index reported, thus will
The video tastes evaluation result as the live streaming reported got is sent to media quality monitoring center.
The media quality monitoring center is monitored the network element device according to the video tastes evaluation result.
The concrete mode of monitoring can be:MQMC carries out Video service quality monitoring to each network element device and failure is delimited and determined
Position.
Using method shown in the present embodiment, the described of each reported by network element equipment that MQMC shown in the present embodiment summarizes regards
Frequency experience evaluation result, can embody the influence of network transmission, realize that failure delimits positioning, can also be achieved all types of user behavior
Analysis, such as the operation behavior of counting user, the operating habit etc. for analyzing user.In VMOS methods, if using player
Feedback obtains the parameter of each evaluation and test dimension, video source parameter, the acquisition of viewing experience parameter can be made very imperfect, including regard
Due to distortion information caused by packet loss in depth decoded information, viewing experience in frequency source parameter.And it is regarded shown in the present embodiment
Frequency experience evaluation result acquisition methods, can make the acquisition of interactive operation parameter be not limited to player feedback, can obtain
It code stream and does not provide in the scene of player feedback capability, method shown in the present embodiment can be applied, do not influenced other each
The parameter of evaluation and test dimension completely obtains.
In conjunction with the embodiment of the present invention in a first aspect, in the first realization method of first aspect of the embodiment of the present invention,
The step A is specifically included:
The network element device obtains the video flowing from network interface card packet capturing, or, the network element device is obtained from Terminal Middleware
Take the video flowing.
Method shown in through this embodiment can promote the probability for successfully getting the video flowing, enable to
Get complete parameter.
In conjunction with the first aspect of the embodiment of the present invention or the first realization method of first aspect of the embodiment of the present invention, this hair
In second of realization method of the first aspect of bright embodiment, if the interactive operation event is playing task request event,
The step A is specifically included:
Step A01, the described network element device determines initial buffer event initial time.
Wherein, the initial buffer event initial time is that the network element device sends out the playing task request event
Time.
When the initial buffer event takes place, video tastes evaluation result algorithm list is provided in the network element device
Member, the video tastes evaluation result algorithm unit shown in the present embodiment is for executing the video body shown in the present embodiment
Test the acquisition methods of evaluation result.
More specifically, the video tastes evaluation result algorithm unit shown in the present embodiment is called when starting, then with
The video tastes evaluation result algorithm unit called time is the initial buffer event start time.
Step A02, the described network element device determines initial buffer event end time.
Wherein, the initial buffer event end time is the network element device to send out the playing task request event
Time be starting point until the network element device receives time of nth frame, the N is preset initial play thresholding frame
Number.
Step A03, the described network element device determines initial buffer event time information.
The initial buffer event time information is the initial buffer event end time and the initial buffer event
The difference of initial time.
Specifically, when the initial buffer event shown in the present embodiment takes place, the video tastes evaluation result
Algorithm unit is called to be started, then the time being called with the video tastes evaluation result algorithm unit is the initial buffer
Event start time.
In conjunction with the first aspect of the embodiment of the present invention or the first realization method of first aspect of the embodiment of the present invention, this hair
In the third realization method of bright embodiment first aspect, if the interactive operation event is playing task request event, institute
Step A is stated to specifically include:
Step A11, the described network element device determines channel switching initial time.
The channel switching initial time is the time that the network element device sends out the channel switching event;
Specifically, when the initial buffer event shown in the present embodiment takes place, the video tastes evaluation result
Algorithm unit is called to be started, then the time being called with the video tastes evaluation result algorithm unit is the initial buffer
Event start time.
Step A12, the described network element device determines channel switch end time
The channel switch end time be in the video flowing receipts frame time of first instantaneous decoding refresh every IDR frame with it is pre-
If the sum of duration, wherein the preset duration is nonnegative number;
Network element device shown in the present embodiment records the receipts frame time first_IDR_frame_time of first every IDR frame, allows
Channel switch end time Zapping_End=first_IDR_frame_time+ preset duration C_time, wherein preset duration
C_time is fixed duration, may be configured as 100ms, it is zero that this parameter, which can also be arranged, even Zapping_End=first_
IDR_frame_time is not limited specifically in the present embodiment.
Step A13, the described network element device determines that time of switching channels information, the time of switching channels information are the frequency
The difference of road finishing switching time and the channel switching initial time.
In conjunction with the first aspect of the embodiment of the present invention or the first realization method of first aspect of the embodiment of the present invention, this hair
In 4th kind of realization method of bright embodiment first aspect, the positioning operation event if the interactive operation event is attached most importance to is described
Step A is specifically included:
Step A21, the described network element device determination resets the bit manipulation end time;
The network element device resets the bit manipulation end time and is described in determining:
The network element device is to receive the time of the first object frame as starting point until the network element device receives
To the time of nth frame, the N is that preset reorientation plays thresholding frame number.
Step A22, the described network element device determination resets bit manipulation initial time;
Specifically, the reorientation operating time information is described to reset the bit manipulation end time and described reset bit manipulation
The difference of initial time.
Optionally, the interactive operation event shown in the present embodiment is suspending event, then illustrates user by suspending thing
Part is to realize that the pause of video plays.
Step A23, the described network element device determines reorientation operating time information.
The reorientation operating time information is described to reset the bit manipulation end time and described when resetting bit manipulation starting
Between difference.
In conjunction with the 4th kind of realization method of first aspect of the embodiment of the present invention, the 5th kind of first aspect of the embodiment of the present invention
In realization method, the step A22 includes:
Step A221, the described network element device obtains the Presentation Time Stamp PTS of each frame in the first detection cycle;
Step A222, the receipts frame time of the described network element device record first object frame.
The first object framing bit is in first detection cycle, and the Presentation Time Stamp PTS of the first object frame
Saltus step occurs;
Step A223, the described network element device judges whether there is the second target frame in first detection cycle;
Second target frame is the frame before the first object frame, the Presentation Time Stamp of second target frame
Saltus step occurs for PTS, and the network element device has recorded the receipts frame time of second target frame;
If step A224, the described network element device judges there is second target frame, institute in first detection cycle
It states network element device and determines that the receipts frame time of second target frame resets bit manipulation initial time described in being;
If step A225, the described network element device is judged in first detection cycle without second target frame,
Determining third target frame, the third target frame is the frame before the first object frame, and the third target frame
It receives frame time and receives frame time for the last time in the frame before the first object frame;
Step A226, the described network element device obtains the first mesh in the second detection cycle that the third target frame is located at
Mark frame number;
Step A227, the described network element device determines that first object numerical value, the first object numerical value are the third target
The receipts frame time of frame+first object frame number/frame per second;
If step A228, the described network element device determines that the first object numerical value terminates more than first detection cycle
Time then resets bit manipulation initial time described in the network element device determination and is equal to the first detection cycle end time.
In conjunction with the 5th kind of realization method of first aspect of the embodiment of the present invention, the 6th kind of first aspect of the embodiment of the present invention
In realization method, the step A21 includes:
Step A211, the network element device determine described in reset the bit manipulation end time be the network element device to receive
The time of the first object frame, the N was preset heavy for starting point until the network element device receives the time of nth frame
Positioning playing thresholding frame number.
In conjunction with the first aspect of the embodiment of the present invention or the first realization method of first aspect of the embodiment of the present invention, this hair
In 7th kind of realization method of bright embodiment first aspect, if the interactive operation event is suspending event, the step A tools
Body includes:
Step A31, the described network element device detects in detection cycle receives frame condition;
In the present embodiment, the network element device may be provided with multiple detection cycles, and the network element device can be each described
Receipts frame condition is checked in detection cycle, the load unit origin identification position wrapped according to transport stream (Transport Stream, TS)
Identify frame boundaries.
Step A32, the described network element device determines first occurred for the first time according to the frame condition of receiving of each detection cycle
Detection cycle and the second detection cycle
First detection cycle and second detection cycle are the adjacent period, first detection cycle and described
Increase of second detection cycle without new frame;
Step A33, the described network element device determines that the newest transport stream TS packet received by the network element device is frame side
When boundary, the network element device determines that first detection cycle is suspending event initial time;
Step A34, the described network element device determines suspending event end time
The suspending event end time is to be increased newly after the network element device determines the suspending event initial time
The receipts frame time of first frame;
Step A35, the described network element device determines the temporal information of the suspending event, the temporal information of the suspending event
For the difference of the suspending event end time and the suspending event initial time.
In conjunction with the first aspect of the embodiment of the present invention or the first realization method of first aspect of the embodiment of the present invention, this hair
In 8th kind of realization method of bright embodiment first aspect, if the interactive operation event is F.F. and/or rewind event, institute
Step A is stated to specifically include:
Step A42, the described network element device receives target frame sequence.
The target frame sequence includes continuous multiple key frames;
Step A43, when the described network element device determines the first receipts frame of the first key frame being located in the target frame sequence
Between
Step A44, the described network element device determines that the second of the last one key frame being located in the target frame sequence receives
Frame time.
Step A45, the described network element device determines the second target frame number currently buffered.
Step A46, the described network element device determines the second target value.
Wherein, second target value=described first receives the+the second target of frame time frame number/frame per second;
If step A47, the described network element device determines that second target value is more than described first and receives frame time, described
Network element device determines that second target value is F.F. and/or rewind event initial time;
If step A48, the described network element device determination initially receives discontinuous key frame, the network element device record
The last one key frame receives the end time that frame time is F.F. and/or rewind event;
Step A49, the described network element device determines F.F. and/or rewind event time information, the F.F. and/or rewind thing
Part temporal information is end time and the F.F. and/or the rewind event initial time of the F.F. and/or rewind event
Difference.
In the 8th kind of realization method in conjunction with first aspect of the embodiment of the present invention to first aspect of the embodiment of the present invention, this hair
In 9th kind of realization method of bright embodiment first aspect, the step C includes:
Step C11, the described network element device is joined by the video tastes evaluation result Computational frame according to the video source
Number is calculated to obtain the scoring of the first dimension;
Step C12, the described network element device is by the video tastes evaluation result Computational frame according to the viewing experience
Parameter is calculated to obtain the scoring of the second dimension;
Step C13, the described network element device is by the video tastes evaluation result Computational frame according to the interactive operation
Parameter is calculated to obtain third dimension scoring;
Step C14, the described network element device scores according to first dimension, second dimension scores and the third
Dimension scoring calculates video tastes overall score;
Step C15, the described video tastes evaluation result includes the first dimension scoring, second dimension scoring, institute
State third dimension scoring and the video tastes overall score.
Second aspect of the embodiment of the present invention provides a kind of network element device, including:
First acquisition unit, for obtaining video flowing;
Second acquisition unit, for obtaining target component according to the video flowing, the target component includes video source ginseng
Number, viewing experience parameter and interactive operation parameter, the interactive operation parameter are the interactive operation thing input by user obtained
The temporal information of part;
Computing unit is calculated according to the target component to obtain for passing through video tastes evaluation result Computational frame
Take video tastes evaluation result;
Transmission unit, for the video tastes evaluation result to be sent to media quality monitoring center, so that the matchmaker
Weight monitoring center is monitored the network element device according to the video tastes evaluation result.
In conjunction with the second aspect of the embodiment of the present invention, in the first realization method of second aspect of the embodiment of the present invention,
The first acquisition unit is specifically used for, from network interface card packet capturing to obtain the video flowing, or, the network element device from
Terminal Middleware obtains the video flowing.
In conjunction with the second aspect of the embodiment of the present invention or the first realization method of second aspect of the embodiment of the present invention, this hair
In second of realization method of the second aspect of bright embodiment,
If the interactive operation event is playing task request event, the first acquisition unit is specifically used for, and determines
Initial buffer event initial time, the initial buffer event initial time send out the playing task for the network element device and ask
The time for seeking event determines that initial buffer event end time, the initial buffer event end time are the network element device
To send out the time of the playing task request event as starting point until the network element device receives the time of nth frame, institute
It is preset initial play thresholding frame number to state N, determines initial buffer event time information, the initial buffer event time information
For the difference of the initial buffer event end time and the initial buffer event initial time.
In conjunction with the second aspect of the embodiment of the present invention or the first realization method of second aspect of the embodiment of the present invention, this hair
In the third realization method of bright embodiment second aspect,
If the interactive operation event is channel switching event, the first acquisition unit is specifically used for, described first
Acquiring unit is specifically used for, and determines that channel switching initial time, the channel switching initial time are that the network element device is sent out
The time of the channel switching event determines that channel switch end time, the channel switch end time are the video flowing
In first instantaneous decoding refresh every IDR frame receive frame time and preset duration and, wherein the preset duration is nonnegative number, really
Determine time of switching channels information, the time of switching channels information is that the channel switch end time and the channel switching rise
The difference of time beginning.
In conjunction with the second aspect of the embodiment of the present invention or the first realization method of second aspect of the embodiment of the present invention, this hair
In 4th kind of realization method of bright embodiment second aspect,
The positioning operation event if the interactive operation event is attached most importance to, the first acquisition unit are specifically used for, and determine weight
The positioning operation end time determines and resets bit manipulation initial time, determines reorientation operating time information, described to reset bit manipulation
Temporal information resets bit manipulation end time and the difference for resetting bit manipulation initial time described in being.
In conjunction with the 4th kind of realization method of second aspect of the embodiment of the present invention, the 5th kind of second aspect of the embodiment of the present invention
In realization method, when the first acquisition unit determination resets bit manipulation initial time, it is specifically used in the first detection cycle
The Presentation Time Stamp PTS of each frame is obtained, the receipts frame time of first object frame is recorded, the first object framing bit is visited in described first
It surveys in the period, and saltus step occurs for the Presentation Time Stamp PTS of the first object frame, judges whether have in first detection cycle
Second target frame, second target frame are frame before the first object frame, when the display of second target frame
Between stamp PTS saltus step occurs, and the network element device has recorded the receipts frame time of second target frame, if judging described first
There is second target frame in detection cycle, it is determined that the receipts frame time of second target frame resets bit manipulation starting to be described
Time, if judging in first detection cycle without second target frame, it is determined that third target frame, the third mesh
It is the frame before the first object frame to mark frame, and the receipts frame time of the third target frame is positioned at the first object
Last time in frame before frame receives frame time, obtains first in the second detection cycle that the third target frame is located at
Target frame number determines that first object numerical value, the first object numerical value are receipts frame time+described first of the third target frame
Target frame number/frame per second, however, it is determined that go out the first object numerical value and be more than the first detection cycle end time, it is determined that is described
It resets bit manipulation initial time and is equal to the first detection cycle end time.
In conjunction with the 5th kind of realization method of second aspect of the embodiment of the present invention, the 6th kind of second aspect of the embodiment of the present invention
In realization method, when the first acquisition unit determination resets the bit manipulation end time, it is specifically used for determining the reorientation behaviour
As the end time be the network element device using the time for receiving the first object frame be starting point until the network element device
The time of nth frame is received, the N is that preset reorientation plays thresholding frame number.
In conjunction with the second aspect of the embodiment of the present invention or the first realization method of second aspect of the embodiment of the present invention, this hair
In 7th kind of realization method of bright embodiment second aspect, if the interactive operation event is suspending event, described first obtains
Unit is taken to be specifically used for, detection receipts frame condition, first is determined according to the receipts frame condition of each detection cycle in detection cycle
The first detection cycle and the second detection cycle of secondary appearance, first detection cycle are adjacent with second detection cycle
Period, first detection cycle and the increase of second detection cycle without new frame, determine received by the network element device
Newest transport stream TS packet be frame boundaries when, the network element device determine first detection cycle be suspending event starting when
Between, determine that suspending event end time, the suspending event end time are that the network element device determines the suspending event
The receipts frame time of first frame increased newly after initial time, determines the temporal information of the suspending event, the suspending event
Temporal information is the difference of the suspending event end time and the suspending event initial time.
In conjunction with the second aspect of the embodiment of the present invention or the first realization method of second aspect of the embodiment of the present invention, this hair
In 8th kind of realization method of bright embodiment second aspect, if the interactive operation event is F.F. and/or rewind event, institute
It states first acquisition unit to be specifically used for, receives target frame sequence, the target frame sequence includes continuous multiple key frames, is determined
First receipts frame time of the first key frame in the target frame sequence, determines last in the target frame sequence
The second of one key frame receives frame time, determines the second target frame number currently buffered, determines the second target value, wherein
Second target value=described first receives the+the second target of frame time frame number/frame per second, however, it is determined that second target value is big
Frame time is received in described first, it is determined that second target value is F.F. and/or rewind event initial time, however, it is determined that is opened
Beginning receives discontinuous key frame, then record the last one key frame receives the knot that frame time is F.F. and/or rewind event
The beam time determines that F.F. and/or rewind event time information, the F.F. and/or rewind event time information are the F.F.
And/or the difference of the end time of rewind event and the F.F. and/or rewind event initial time.
In the 8th kind of realization method in conjunction with second aspect of the embodiment of the present invention to second aspect of the embodiment of the present invention, this hair
In 9th kind of realization method of bright embodiment second aspect, the computing unit is specifically used for, and is evaluated by the video tastes
As a result Computational frame is calculated according to the video source parameter to obtain the scoring of the first dimension, is evaluated by the video tastes
As a result Computational frame is calculated according to the viewing experience parameter to obtain the scoring of the second dimension, is commented by the video tastes
Valence result Computational frame is calculated according to the interactive operation parameter to obtain third dimension scoring, according to first dimension
Scoring, second dimension scoring and third dimension scoring calculate video tastes overall score, and the video tastes are commented
Valence result includes the first dimension scoring, second dimension scoring, third dimension scoring and the video tastes
Overall score.
An embodiment of the present invention provides a kind of acquisition methods and network element device of video tastes evaluation result, the methods
Video flowing is obtained including network element device, and target component is obtained according to the video flowing, the target component includes video source ginseng
Number, viewing experience parameter and interactive operation parameter, the interactive operation parameter are the interactive operation thing input by user obtained
The temporal information of part, the network element device obtain video tastes evaluation result, and the network element device evaluates the video tastes
As a result it is sent to media quality monitoring center.The deployment position of network element device can not be limited using method shown in the present embodiment
It sets, and video source parameter acquiring is complete, realizes that failure delimits positioning, can also be achieved the analysis of all types of user behavior, and do not influence
The parameter of other each evaluation and test dimensions completely obtains.
Description of the drawings
A kind of example structure schematic diagram for the video system that Fig. 1 is provided by the embodiment of the present invention;
Fig. 2 is a kind of embodiment step flow chart of the acquisition methods of video tastes evaluation result provided by the present invention;
Fig. 3 is a kind of example structure schematic diagram of set-top box provided by the present invention;
Fig. 4 is a kind of example structure schematic diagram of network element device provided by the present invention.
Specific implementation mode
An embodiment of the present invention provides a kind of acquisition methods of video tastes evaluation result, real for a better understanding of the present invention
Method shown in example is applied, is combined first below shown in Fig. 1 to the tool of the video system of method shown in the application embodiment of the present invention
Body structure is described in detail:
As shown in Figure 1, video system shown in the present embodiment includes a variety of network element devices;
The network element device can be Huawei's media server 101 (Huawei Media Service, HMS);
Wherein, Huawei's media server 101 is the database of media, stores media resource, provides media streaming services.
It should be clear that, realizes storage media resource, provides the explanation of the server of media streaming services, in the present embodiment
For optional example, do not limit.
The network element device can be the encoder Encoder102 of head end;
Wherein, the original shooting video compress (encoding) that the encoder 102 of the head end is used to input is different
Video version.
The network element device can be fringe node, for example, edge streaming server, be used for carrying a certain panel region
The Video service at family.
The network element device can be light web network equipment 103 (Optical Network Terminal, ONT);
Wherein, light web network equipment 103 is light network termination, is directly used in user terminal.
The network element device can be business monitoring gateway 104 (Service Inspection Gateway, SIG) or depth
Packet check 104 (Deep Packet Inspection, DPI);
Wherein, business monitoring gateway 104 is a kind of for realization network and the visualization of flow, the increment of pipeline, business
Lean operation and the product released, it is main that the analysis of network flow flow direction and management, VoIP (Voice over are provided
Internet Protocol, the networking telephone) items such as business monitoring, P2P (Peer to Peer, peer-to-peer network) business monitoring
Monitoring function.
The network element device can be point of presence 105 (Point-of-Presence, POP) or Broadband Remote Access Server
105 (BRAS, Broadband Remote Access Server);
The point of presence 105 is an access point that internet is connected to other places from a place.
The Broadband Remote Access Server 105 is the novel access gateway towards broad band network application, it is located at backbone
The marginal layer of net can complete IP (Internet Protocol, procotol)/ATM (Asynchronous of user bandwidth
Transfer Mode, asynchronous transfer mode) net data access.
The network element device can be Digital Subscriber Line Access Multiplexer (Digital Subscriber Line Access
Multiplexer, DSLAM)
Wherein, the Digital Subscriber Line Access Multiplexer is a kind of network equipment, from multiple number subscribers' lines
(DSL) receive signal, be used in combination multiplexing technology signaling bearer on a high-speed backbone circuit.
The network element device can be all types of user terminal device, for example, set-top box 106 (Set-Top-Box, STB).
Wherein, the set-top box 106 is the equipment for connecting television set and network signal source, and rotaring signal is converted into video
Hold.
Specifically, the tool obtained for video tastes evaluation result shown in the present embodiment is VMOS algorithm SDK, that is, regard
Frequency experience evaluation result algorithm unit.
VMOS algorithms SDK (Software Development Kit, Software Development Kit) is integrated to be deployed in each net
On element device.
Probe device acquisition input information --- the code stream disposed on the network element device is visited as the input of algorithm SDK
Needle can be disposed with the network planning in head end (HMS, Encoder etc.), IP backbone (IP Core), Metropolitan Area Network (MAN) according to demand
(Metro), on each node that the Media Streams such as fringe node, BRAS, DSLAM, ONT, terminal device pass through.
More specifically, probe is for receiving the configuration order that MQMC is issued, the data of sample video quality, (using wherein
The integrated algorithm of deployment) every video quality index is calculated in real time, result is reported to MQMC.
Video system shown in the present embodiment further includes MQMC110 (Media Quality Monitor Center, media
Quality monitoring center);
The MQMC110 is that monitoring issues, center is presented in data summarization, result, provides abundant human-computer interaction interface, is born
Duty issue monitor task arrive node probes at different levels, collect summarize it is at different levels control report video quality monitoring data, failure demarcation,
Historical record is inquired and the functions such as statistical analysis.
How method shown in embodiment for a better understanding of the present invention realizes that VMOS indexs carry out to network element device below
Explanation:
For VMOS indexs, tradition is generally evaluated from two dimensions without reference method:
(1) video source quality:That is the compression quality of film source is related to type of coding, resolution ratio, frame per second, code check, quantization parameter
Etc. film sources attribute;
(2) viewing experience:I.e. the picture Damage Evaluation as caused by network transmission, it is related to the videos such as flower screen, frozen frame, interim card
Picture visual signature.
VMOS evaluation methods are made of VMOS Computational frames and parameter acquiring method, and the division of labor is:
VMOS Computational frames:The dimension for formulating evaluation, assuming that parameter needed for the scoring calculating of each dimension has existed
Under the premise of, to be fitted scoring formula as objective close to subjective testing data, calculate the scoring of each dimension, and finally comprehensive
To overall score.
Parameter acquiring method:The input in practical business is analyzed, obtains calculating each dimension scoring in VMOS Computational frames
Whole parameters of required each dimension.
From the foregoing, it will be observed that the premise that parameter acquiring method, which is Computational frame, to be used.The design of VMOS Computational frames is general all reasonable
By or frame of the practical basis as guidance, either conventional frame, or current newest frame, or even the following more various dimensions,
While continuous expansion evaluation dimension is to approach user's actual experience, the problem of all suffering from parameter availability, therefore parameter obtains
Method is taken to restrict the practical application of VMOS evaluation methods.
The parameter acquiring of two dimensions in traditional VMOS frames has currently had compared with based on multi-method, therefore most
The parameter acquiring problem of the interaction operation experience increased newly in new frame starts that industry is caused to be paid attention to, and needs to be taken according to actual video
Input in business carries out the acquisition of this relevant parameter.
Except VMOS methods, the extraction of interactive operation parameter also has important use, such as the operation behavior of counting user
Deng.
The evaluation of nearest VMOS further develops, and has merged and has more considered dimension, such as U-vMOS (User, Unified,
Ubiquitous-video Mean Opinion Score, user, unified, universality video quality Mean Opinion Score).
U-vMOS increases the evaluation of operating experience on traditional two evaluative dimensions, i.e., user is during watching video
For the experience of interactive operation:
It is related to original upload (program request scene)/channel switching duration (live scene), reorientation (i.e. time shift) (in program request
Want to reposition play position), pause and restore (in program request), the user's operations behavior such as fast forwarding and fast rewinding (in program request).
This new evaluation frame is more complete, can more reflect the actual experience of user comprehensively, and industry is guided to carry out commenting for more various dimensions
Valence.In interaction, parameter is weighed with duration information.
The evaluation methods such as U-vMOS and other application fields are currently fed back about user interactive operation parameter using player
Information obtains.The feedback information of player includes Video parameter information and broadcast event information.According to event information therein
It can obtain the starting and ending temporal information of interactive operation event.
The ability of the current most full player feedback event about user's operation is as shown in the table:
Table 1
According to the event time information in table shown in the present embodiment 1, following important interactive operation parameter can be obtained:
Initial buffer duration/channel switching duration=Play event time-INIT event times
Suspend to recovery duration=Resume event time-Pause event times
Reset bit manipulation duration=Seek complete event time-Seek start event times
The feedback event of fast forwarding and fast rewinding is had no herein.Other more users operation behavior is no longer analyzed herein,
It does not use generally in practice.
Based on above description, below in conjunction with shown in Fig. 2 to video tastes evaluation result acquisition methods shown in the present embodiment
Detailed process be described in detail:
Method shown in the present embodiment includes:
The present embodiment is illustrated so that the network element device is STB as an example, shown in it should be clear that, the present embodiment
Network element device can be it is above-mentioned shown in network element device it is any.
Step 21, network element device upload target component.
For as shown in Figure 3, wherein Fig. 3 is the structural schematic diagram of set-top box provided by the present invention.
The it should be clear that, explanation shown in Fig. 3 to set up box structure is optional example, is not limited.
Deployment can realize the probe of method shown in the present embodiment on the STB shown in the present embodiment.
First module sqmLoader of the probe is integrated into STB firmwares, when the stb starts, the first module
SqmLoader is also started up, and the first module sqmLoader is endowed the permission of root.
The target component can be uploaded to MQMC by the first module sqmLoader shown in the present embodiment.
The present embodiment does not limit the target component, for example, the target component can be STB ID, User ID etc.
Parameter.
It should be clear that, the present embodiment does not limit the function performed by the first module sqmLoader;
For example, the first module sqmLoader is additionally operable to be monitored the second module sqmPro of the set-top box;
Specifically, the first module sqmLoader judges whether the second module sqmPro of the set-top box needs more
Newly, and the first module sqmLoader is additionally operable to start the second module sqmPro with root authority, and as house dog
Monitor the state of the second module sqmPro.
Second module sqmPro shown in the present embodiment is used to register to MQMC, and judges whether to need to download update oneself.
Specifically, the second module sqmPro be capable of deciding whether to need to upgrade probe APK (AndroidPackage,
Android installation kit), probe APK realizes the function that the Native layers of set-top box are not realized, such as obtains network access mode, net
Network information strength etc..
The second module sqmPro opens probe APK for Android background service Android Service.
Step 21 shown in the present embodiment is optional step, is not limited in the present embodiment specifically.
Step 22, network element device obtain video flowing.
Network element device STB shown in it should be clear that, the present embodiment has the network element device for grabbing stream ability, if in other realities
It applies in example, the network element device is not grab the network element device of stream ability, such as ONT, then needs to match on the network element device
It sets and grabs stream process.
Specifically, the network element device shown in the present embodiment can obtain the video flowing from network interface card packet capturing, or, described
Network element device can obtain the video flowing from Terminal Middleware.
Network element device described in the present embodiment illustrates for can obtaining the video flowing from Terminal Middleware.
Step 23, the network element device obtain target component according to the video flowing.
The target component includes video source parameter, viewing experience parameter and interactive operation parameter, the interactive operation
Parameter is the temporal information of the interactive operation event input by user of estimation.
Illustrating for the video source parameter and the viewing experience parameter shown in the present embodiment please refer to above-mentioned institute
Show, does not repeat in this step specifically.
The interactive operation parameter shown in the present embodiment is described in detail below:
Optionally, the interactive operation event shown in the present embodiment is playing task request event, then illustrates that user is logical
Playing task request event is crossed to realize the program request of video.
Specifically, the step 23 shown in the present embodiment includes:
Step 2311, the network element device determine initial buffer event initial time.
Wherein, the initial buffer event initial time is that the network element device sends out the playing task request event
Time Loading_Start.
Specifically, when the initial buffer event takes place, video tastes evaluation knot is provided in the network element device
Fruit algorithm unit, the video tastes evaluation result algorithm unit shown in the present embodiment is for executing institute shown in the present embodiment
State the acquisition methods of video tastes evaluation result.
More specifically, the video tastes evaluation result algorithm unit shown in the present embodiment is called when starting, then with
The video tastes evaluation result algorithm unit called time is the initial buffer event start time.
Step 2312, the network element device determine initial buffer event end time.
The initial buffer event end time be the network element device with send out the playing task request event when
Between for starting point until the network element device receives time of nth frame.
The N is preset initial play thresholding frame number.
Specifically, network element device shown in the present embodiment is able to record the receipts frame time of video flowing, received when receiving streambuf
To when nth frame be initial buffer event end time Loading_End.
The receipts frame time shown in the present embodiment is illustrated below:
Network element device shown in the present embodiment is the equipment with stream is grabbed, when the network element device is according to TS stream situations are received
There is a receipts frame time of any flow section, and the network element device is evaluated spreading of receiving to the video tastes at any time
Resulting algorithm unit, the arbitrary frame that the video tastes evaluation result algorithm unit is parsed are specific, the video tastes
The time of receipt (T of R) that evaluation result algorithm unit receives the frame is that frame time is received shown in the present embodiment.
Step 2313, the network element device determine initial buffer event time information.
Wherein, the initial buffer event time information be the initial buffer event end time Loading_End and
The difference of the initial buffer event initial time Loading_Start.
Optionally, the interactive operation event shown in the present embodiment is channel switching event, then illustrates that user passes through frequency
Road handover event is to realize channel switching during live streaming.
Specifically, the step 23 shown in the present embodiment includes:
Step 2321, the network element device determine channel switching initial time.
The channel switching initial time is the time Zapping_ that the network element device sends out the channel switching event
Start。
Specifically, when the initial buffer event shown in the present embodiment takes place, the video tastes evaluation result
Algorithm unit is called to be started, then the time being called with the video tastes evaluation result algorithm unit is the initial buffer
Event start time.
Step 2322, the network element device determine channel switch end time.
The channel switch end time be in the video flowing first every IDR frame receive frame time and preset duration and,
Wherein, the preset duration is nonnegative number.
Network element device shown in the present embodiment records the receipts frame time first_IDR_frame_time of first every IDR frame, allows
Channel switch end time Zapping_End=first_IDR_frame_time+ preset duration C_time, wherein preset duration
C_time is fixed duration, may be configured as 100ms, it is zero that this parameter, which can also be arranged, even Zapping_End=first_
IDR_frame_time is not limited specifically in the present embodiment.
The network element device determines that time of switching channels information, the time of switching channels information are the channel switching knot
The difference of beam time and the channel switching initial time.
Optionally, the interactive operation event shown in the present embodiment is attached most importance to positioning operation event, then illustrates that user passes through
Action event is relocated to realize the repositioning of video playing.
Specifically, the step 23 shown in the present embodiment includes:
Step 2331, the network element device obtain the Presentation Time Stamp of each frame in the first detection cycle.
Specifically, the network element device is periodically provided with multiple detection cycles.
The present embodiment does not limit the length of each detection cycle, and in the present embodiment, each detection cycle continues
Time is the length of second grade.
The network element device obtains Presentation Time Stamp (the Presentation Time of each frame in the first detection cycle
Stamp, PTS);
First detection cycle shown in the present embodiment is the period that the network element device is currently detected.
Specifically detection process is:The network element device detects the frame number received in frame buffer zone in the first detection cycle,
Obtain the Presentation Time Stamp PTS of each frame.
The receipts frame time of step 2332, network element device record first object frame.
The first object framing bit is in first detection cycle, and the Presentation Time Stamp PTS of the first object frame
Saltus step occurs.
Specifically, in first detection cycle, if the network element device detects that the first object of saltus step occurs for PTS
Frame then records the receipts frame time of the first object frame.
Step 2333, the network element device judge whether there is the second target frame in first detection cycle, if so, holding
Row step 2334, if it is not, thening follow the steps 2335.
Specifically, second target frame is located in first detection cycle, and second target frame is positioned at institute
The frame before first object frame is stated, saltus step occurs for the Presentation Time Stamp PTS of second target frame, and the network element device has been remembered
Record the receipts frame time of second target frame.
Step 2334, the network element device determine that the receipts frame time of second target frame resets bit manipulation starting described in being
Time.
Step 2335, the network element device determine third target frame.
If specifically, the network element device is determined in first detection cycle, do not meet positioned at first mesh
Before mark frame and/or saltus step occurs by Presentation Time Stamp PTS and/or the network element device has recorded the second target for receiving frame time
Frame, then this i.e. executable step of the network element device is to determine third target frame.
The third target frame is frame before the first object frame, and the receipts frame time of the third target frame
Frame time is received for the last time in the frame before the first object frame;
Specifically, the network element device checks that forward last time receives frame time re_last_frame_time, the receipts
Frame time re_last_frame_time is the receipts frame time of the third target frame.
Step 2336, the network element device obtain the first mesh in the second detection cycle that the third target frame is located at
Mark frame number.
Second detection cycle is the different periods from first detection cycle, and second detection cycle is position
Period before first detection cycle.
Step 2337, the network element device determine first object numerical value.
The first object numerical value is:The receipts frame time of the third target frame+first object frame number/frame per second;
If step 2338, the network element device determine that the first object numerical value terminates more than first detection cycle
Time then resets bit manipulation initial time described in the network element device determination and is equal to the first detection cycle end time.
Step 2339, network element device determination reset the bit manipulation end time.
The network element device resets the bit manipulation end time and is described in determining:
The network element device is to receive the time of the first object frame as starting point until the network element device receives
To the time of nth frame, the N is that preset reorientation plays thresholding frame number.
Step 2340, the network element device determine reorientation operating time information.
Specifically, the reorientation operating time information is described to reset the bit manipulation end time and described reset bit manipulation
The difference of initial time.
Optionally, the interactive operation event shown in the present embodiment is suspending event, then illustrates user by suspending thing
Part is to realize that the pause of video plays.
Specifically, the step 23 shown in the present embodiment includes:
Step 2350, the network element device detect in detection cycle receives frame condition;
In the present embodiment, the network element device may be provided with multiple detection cycles, and the network element device can be each described
Receipts frame condition is checked in detection cycle, the load unit origin identification position wrapped according to transport stream (Transport Stream, TS)
Identify frame boundaries.
Step 2351, the network element device determine first occurred for the first time according to the frame condition of receiving of each detection cycle
Detection cycle and the second detection cycle.
First detection cycle and second detection cycle are the adjacent period, first detection cycle and described
Increase of second detection cycle without new frame, and the newest transport stream TS packet received by the network element device is frame boundaries.
Specifically, network element device shown in the present embodiment can periodically detect the receipts frame condition received in streambuf,
So that network element device shown in the present embodiment is capable of detecting when first detection cycle and second detection cycle.
Step 2352, the network element device determine that the newest transport stream TS packet received by the network element device is frame side
When boundary, the network element device determines that first detection cycle is suspending event initial time.
Step 2353, the network element device determine the suspending event end time.
The suspending event end time is to be increased newly after the network element device determines the suspending event initial time
The receipts frame time of first frame.
Specifically, after the network element device shown in the present embodiment determines that suspending event starts, it is complete when having in adjacent periods
When new frame increases, the receipts frame time of newly-increased first frame is denoted as the suspending event end time.
Step 2354, the network element device determine the temporal information of the suspending event.
It is originated specifically, the temporal information of the suspending event is the suspending event end time and the suspending event
The difference of time.
Optionally, the interactive operation event shown in the present embodiment is F.F. and/or rewind event, then illustrates that user is logical
F.F. and/or rewind event are crossed to realize F.F. and/or the fast reverse play of video.
Specifically, the step 23 shown in the present embodiment includes:
Step 2361, the network element device receive target frame sequence.
The target frame sequence includes continuous multiple key frames (I frames);
When step 2362, the network element device determine the first receipts frame of the first key frame being located in the target frame sequence
Between.
In the present embodiment, when the network element device receives continuous I frames, then the network element device checks the first of first I frames
Receive frame time I_frame_first_time.
Step 2363, the network element device determine that the second of the last one key frame being located in the target frame sequence receives
Frame time.
Step 2364, the network element device determine the second target frame number currently buffered;
Current the second target frame number buffered in streambuf is received in network element device detection shown in the present embodiment.
Step 2365, the network element device determine the second target value.
Wherein, second target value=described first receives the+the second target of frame time frame number/frame per second.
If step 2366, the network element device determine that second target value is more than described first and receives frame time, institute
It states network element device and determines that second target value is F.F. and/or rewind event initial time.
If the determination of step 2367, the network element device initially receives discontinuous key frame, the network element device note
That records the last one key frame receives the end time that frame time is F.F. and/or rewind event.
Step 2368, the network element device determine F.F. and/or rewind event time information.
The F.F. and/or rewind event time information be the F.F. and/or rewind event end time with it is described
The difference of F.F. and/or rewind event initial time.
Step 24, the network element device are counted by video tastes evaluation result Computational frame according to the target component
It calculates to obtain video tastes evaluation result.
The present embodiment does not limit the video tastes evaluation result Computational frame, as long as video tastes evaluation knot
Fruit Computational frame can calculate video tastes evaluation result according to the target component.
Specifically, the video tastes evaluation result Computational frame is calculated according to the video source parameter to obtain
Dimension scores;
The video tastes evaluation result Computational frame is calculated according to the viewing experience parameter to obtain the second dimension
Degree scoring;
The network element device is carried out by the video tastes evaluation result Computational frame according to the interactive operation parameter
It calculates to obtain third dimension scoring;
The network element device scores according to first dimension, second dimension scoring and the third dimension are scored
Calculate video tastes overall score;
The video tastes evaluation result, that is, the index to be reported, including first dimension scoring, second dimension
Scoring, third dimension scoring and the video tastes overall score.
More specifically, the second module sqmPro timings of STB shown in the present embodiment report front to calculate each
Item rating index is to qos measurement (Service Quality Measurement, SQM) platform;
The video tastes evaluation result is sent to media quality monitoring center by step 25, the network element device.
Step 26, the media quality monitoring center carry out the network element device according to the video tastes evaluation result
Monitoring.
The MQMC of SQM platforms supervises the network element device according to the video tastes evaluation result of each reported by network element equipment
Control.Wherein, the concrete mode of monitoring can be:MQMC carries out Video service quality monitoring to each network element device and failure is delimited and determined
Position.
Specifically, the video tastes evaluation result for each reported by network element equipment that MQMC shown in the present embodiment summarizes,
The influence of network transmission can be embodied, realizes that failure delimits positioning:The operating experience on nonterminal position is commented in this background
It is point nonsensical, it is intended only as retaining information, still refers to that the scoring of operating experience dimension is to embody each dimension herein
Parameter acquiring source is identical --- i.e. code stream analysis does not have player, the ginseng of viewing experience dimension on nonterminal position
Number cannot derive from player and feed back.
Using method shown in the present embodiment, the analysis of all types of user behavior, such as the operation of counting user can also be achieved
Behavior, the operating habit etc. for analyzing user.
Advantageous effect using method shown in the present embodiment is:
In VMOS methods, if obtaining the parameter of each evaluation and test dimension using player feedback, can video source be joined
Number, the acquisition of viewing experience parameter are very imperfect, including depth decoded information in video source parameter, in viewing experience due to losing
Distortion information caused by packet.And video tastes evaluation result acquisition methods shown in the present embodiment, interactive operation parameter can be made
Acquisition be not limited to player feedback, in it can obtain code stream and the scene of player feedback capability is not provided, Ke Yiying
The method shown in the present embodiment, the parameter for not influencing other each evaluation and test dimensions completely obtain.
The embodiment of the present invention additionally provides a kind of network element device, and the network element device is able to carry out embodiment shown in Fig. 2
Video tastes evaluation result acquisition methods, it is detailed below in conjunction with being carried out to the concrete structure of the network element device shown in Fig. 4
Explanation:
The network element device includes:
First acquisition unit 401, for obtaining video flowing;
Wherein, the first acquisition unit 401 is specifically used for, from network interface card packet capturing to obtain the video flowing, or, the net
Element device obtains the video flowing from Terminal Middleware.
If the interactive operation event is playing task request event, the first acquisition unit 401 is specifically used for, really
Determine initial buffer event initial time, the initial buffer event initial time is that the network element device sends out the playing task
The time of request event determines that initial buffer event end time, the initial buffer event end time are that the network element is set
The standby time to send out the playing task request event is starting point up to the network element device receives the time of nth frame,
The N is preset initial play thresholding frame number, determines initial buffer event time information, the initial buffer event time letter
Breath is the difference of the initial buffer event end time and the initial buffer event initial time.
If the interactive operation event is channel switching event, the first acquisition unit 401 is specifically used for, described the
One acquiring unit 401 is specifically used for, and determines that channel switching initial time, the channel switching initial time are the network element device
The time for sending out the channel switching event determines that channel switch end time, the channel switch end time are described regard
During frequency flows first instantaneous decoding refresh every IDR frame receive frame time and preset duration and, wherein the preset duration is non-negative
Number determines that time of switching channels information, the time of switching channels information are the channel switch end time and the channel
Switch the difference of initial time.
The positioning operation event if the interactive operation event is attached most importance to, the first acquisition unit 401 are specifically used for, and determine
The bit manipulation end time is reset, determines and resets bit manipulation initial time, determines reorientation operating time information, the reorientation behaviour
Make temporal information and resets bit manipulation end time and the difference for resetting bit manipulation initial time to be described.
When the determination of the first acquisition unit 401 resets bit manipulation initial time, it is specifically used in the first detection cycle
The Presentation Time Stamp PTS of each frame is obtained, the receipts frame time of first object frame is recorded, the first object framing bit is visited in described first
It surveys in the period, and saltus step occurs for the Presentation Time Stamp PTS of the first object frame, judges whether have in first detection cycle
Second target frame, second target frame are frame before the first object frame, when the display of second target frame
Between stamp PTS saltus step occurs, and the network element device has recorded the receipts frame time of second target frame, if judging described first
There is second target frame in detection cycle, it is determined that the receipts frame time of second target frame resets bit manipulation starting to be described
Time, if judging in first detection cycle without second target frame, it is determined that third target frame, the third mesh
It is the frame before the first object frame to mark frame, and the receipts frame time of the third target frame is positioned at the first object
Last time in frame before frame receives frame time, obtains first in the second detection cycle that the third target frame is located at
Target frame number determines that first object numerical value, the first object numerical value are receipts frame time+described first of the third target frame
Target frame number/frame per second, however, it is determined that go out the first object numerical value and be more than the first detection cycle end time, it is determined that is described
It resets bit manipulation initial time and is equal to the first detection cycle end time.
When the determination of the first acquisition unit 401 resets the bit manipulation end time, it is specifically used for determining the reorientation behaviour
As the end time be the network element device using the time for receiving the first object frame be starting point until the network element device
The time of nth frame is received, the N is that preset reorientation plays thresholding frame number.
If the interactive operation event is suspending event, the first acquisition unit 401 is specifically used for, in detection cycle
Frame condition is received in interior detection, and the first detection cycle and second occurred for the first time is determined according to the frame condition of receiving of each detection cycle
Detection cycle, first detection cycle are adjacent period, first detection cycle and institute with second detection cycle
Increase of second detection cycle without new frame is stated, determines that the newest transport stream TS packet received by the network element device is frame boundaries
When, the network element device determines that first detection cycle is suspending event initial time, determines suspending event end time, institute
It is that the network element device determines first frame increased newly after the suspending event initial time to state the suspending event end time
Frame time is received, determines the temporal information of the suspending event, the temporal information of the suspending event is that the suspending event terminates
The difference of time and the suspending event initial time.
If the interactive operation event is F.F. and/or rewind event, the first acquisition unit 401 is specifically used for,
Target frame sequence is received, the target frame sequence includes continuous multiple key frames, determines and is located in the target frame sequence
The first of first key frame receives frame time, when determining that the second of the last one key frame being located in the target frame sequence receives frame
Between, it determines the second target frame number currently buffered, determines the second target value, wherein second target value=described
First receives the+the second target of frame time frame number/frame per second, however, it is determined that second target value is more than described first and receives frame time, then
Determine that second target value is F.F. and/or rewind event initial time, however, it is determined that initially receive discontinuous key
Frame, then record the last one key frame receives the end time that frame time is F.F. and/or rewind event, determine F.F. and/or
At the end of rewind event time information, the F.F. and/or rewind event time information are the F.F. and/or rewind event
Between with the F.F. and/or the difference of rewind event initial time.
Second acquisition unit 402, for obtaining target component according to the video flowing, the target component includes video source
Parameter, viewing experience parameter and interactive operation parameter, the interactive operation parameter are the interactive operation input by user obtained
The temporal information of event;
Computing unit 403 is calculated for passing through video tastes evaluation result Computational frame according to the target component
To obtain video tastes evaluation result;
The computing unit 403 is specifically used for, by the video tastes evaluation result Computational frame according to the video
Source parameter is calculated to obtain the scoring of the first dimension, by the video tastes evaluation result Computational frame according to the viewing
Experience parameter is calculated to obtain the scoring of the second dimension, by the video tastes evaluation result Computational frame according to the friendship
Interoperability parameter calculated with obtain third dimension scoring, according to first dimension scoring, second dimension scoring with
And the third dimension scoring calculates video tastes overall score, the video tastes evaluation result includes that first dimension is commented
Divide, second dimension scoring, the third dimension scores and the video tastes overall score.
Transmission unit 404, for the video tastes evaluation result to be sent to media quality monitoring center, so that described
Media quality monitoring center is monitored the network element device according to the video tastes evaluation result.
Network element device shown in the present embodiment executes the advantageous effect acquired by method shown in Fig. 2, please refer to Fig. 2 institutes
Show, does not repeat in the present embodiment specifically.
It is apparent to those skilled in the art that for convenience and simplicity of description, the system of foregoing description,
The specific work process of device and unit, can refer to corresponding processes in the foregoing method embodiment, and details are not described herein.
In several embodiments provided herein, it should be understood that disclosed system, device and method can be with
It realizes by another way.For example, the apparatus embodiments described above are merely exemplary, for example, the unit
It divides, only a kind of division of logic function, formula that in actual implementation, there may be another division manner, such as multiple units or component
It can be combined or can be integrated into another system, or some features can be ignored or not executed.Another point, it is shown or
The mutual coupling, direct-coupling or communication connection discussed can be the indirect coupling by some interfaces, device or unit
It closes or communicates to connect, can be electrical, machinery or other forms.
The unit illustrated as separating component may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, you can be located at a place, or may be distributed over multiple
In network element.Some or all of unit therein can be selected according to the actual needs to realize the mesh of this embodiment scheme
's.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, it can also
It is that each unit physically exists alone, it can also be during two or more units be integrated in one unit.Above-mentioned integrated list
The form that hardware had both may be used in member is realized, can also be realized in the form of SFU software functional unit.
If the integrated unit is realized in the form of SFU software functional unit and sells or use as independent product
When, it can be stored in a computer read/write memory medium.Based on this understanding, technical scheme of the present invention is substantially
The all or part of the part that contributes to existing technology or the technical solution can be in the form of software products in other words
It embodies, which is stored in a storage medium, including some instructions are used so that a computer
Equipment (can be personal computer, server or the network equipment etc.) executes the complete of each embodiment the method for the present invention
Portion or part steps.And storage medium above-mentioned includes:USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only
Memory), random access memory (RAM, Random Access Memory), magnetic disc or CD etc. are various can store journey
The medium of sequence code.
The above, the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations;Although with reference to before
Stating embodiment, invention is explained in detail, it will be understood by those of ordinary skill in the art that:It still can be to preceding
The technical solution recorded in each embodiment is stated to modify or equivalent replacement of some of the technical features;And these
Modification or replacement, the spirit and scope for various embodiments of the present invention technical solution that it does not separate the essence of the corresponding technical solution.
Claims (20)
1. a kind of acquisition methods of video tastes evaluation result, which is characterized in that including:
Network element device obtains video flowing;
The network element device obtains target component according to the video flowing, and the target component includes video source parameter, viewing body
Parameter and interactive operation parameter are tested, the interactive operation parameter is the time letter of the interactive operation event input by user obtained
Breath;
The network element device is calculated according to the target component by video tastes evaluation result Computational frame and is regarded with obtaining
Frequency experience evaluation result;
The video tastes evaluation result is sent to media quality monitoring center by the network element device, so that the media quality
Monitoring center is monitored the network element device according to the video tastes evaluation result.
2. according to the method described in claim 1, it is characterized in that, network element device acquisition video flowing includes:
The network element device obtains the video flowing from network interface card packet capturing, or, the network element device obtains institute from Terminal Middleware
State video flowing.
3. method according to claim 1 or 2, which is characterized in that if the interactive operation event is asked for playing task
Event, then after the network element device obtains video flowing, the method further includes:
The network element device determines that initial buffer event initial time, the initial buffer event initial time are that the network element is set
Preparation goes out the time of the playing task request event;
The network element device determines that initial buffer event end time, the initial buffer event end time are that the network element is set
The standby time to send out the playing task request event is starting point up to the network element device receives the time of nth frame,
The N is preset initial play thresholding frame number;
The network element device determines that initial buffer event time information, the initial buffer event time information are described initial slow
Rush the difference of event end time and the initial buffer event initial time.
4. method according to claim 1 or 2, which is characterized in that if the interactive operation event is channel switching event,
After then the network element device obtains video flowing, the method further includes:
The network element device determines that channel switching initial time, the channel switching initial time send out institute for the network element device
State the time of channel switching event;
The network element device determines channel switch end time, and the channel switch end time, which is first in the video flowing, is
When decoding refresh every IDR frame receive frame time and preset duration and, wherein the preset duration is nonnegative number;
At the end of the network element device determines that time of switching channels information, the time of switching channels information are the channel switching
Between and the channel switching initial time difference.
5. method according to claim 1 or 2, which is characterized in that the positioning operation thing if the interactive operation event is attached most importance to
Part, then after the network element device obtains video flowing, the method further includes:
The network element device determination resets the bit manipulation end time;
The network element device determination resets bit manipulation initial time;
The network element device determines that reorientation operating time information, the reorientation operating time information reset bit manipulation to be described
End time and the difference for resetting bit manipulation initial time.
6. according to the method described in claim 5, it is characterized in that, network element device determination resets bit manipulation initial time packet
It includes:
The network element device obtains the Presentation Time Stamp PTS of each frame in the first detection cycle;
The receipts frame time of the network element device record first object frame, the first object framing bit is in first detection cycle
It is interior, and saltus step occurs for the Presentation Time Stamp PTS of the first object frame;
The network element device judges whether there is the second target frame in first detection cycle, and second target frame is positioned at institute
The frame before first object frame is stated, saltus step occurs for the Presentation Time Stamp PTS of second target frame, and the network element device has been remembered
Record the receipts frame time of second target frame;
If the network element device judges there is second target frame in first detection cycle, the network element device determines
The receipts frame time of second target frame resets bit manipulation initial time described in being;
If the network element device is judged in first detection cycle without second target frame, it is determined that third target
Frame, the third target frame is the frame before the first object frame, and the receipts frame time of the third target frame is position
Last time in frame before the first object frame receives frame time;
The network element device obtains the first object frame number in the second detection cycle that the third target frame is located at;
The network element device determines first object numerical value, the first object numerical value be the third target frame receipts frame time+
First object frame number/the frame per second;
If the network element device determines that the first object numerical value is more than the first detection cycle end time, the net
Element device resets bit manipulation initial time equal to the first detection cycle end time described in determining.
7. according to the method described in claim 6, it is characterized in that, network element device determination resets bit manipulation end time packet
It includes:
The network element device determine described in reset the bit manipulation end time be the network element device to receive the first object
The time of frame, the N was that preset reorientation plays thresholding for starting point until the network element device receives the time of nth frame
Frame number.
8. method according to claim 1 or 2, which is characterized in that if the interactive operation event is suspending event, institute
After stating network element device acquisition video flowing, the method further includes:
The network element device detects in detection cycle receives frame condition;
The network element device determines the first detection cycle occurred for the first time and the according to the frame condition of receiving of each detection cycle
Two detection cycles, first detection cycle and second detection cycle are the adjacent period, first detection cycle and
The increase of second detection cycle without new frame;
When the network element device determines that the newest transport stream TS packet received by the network element device is frame boundaries, the network element
Equipment determines that first detection cycle is suspending event initial time;
The network element device determines that suspending event end time, the suspending event end time are that the network element device is determined
The receipts frame time of first frame increased newly after the suspending event initial time;
The network element device determines the temporal information of the suspending event, and the temporal information of the suspending event is the pause thing
The difference of part end time and the suspending event initial time.
9. method according to claim 1 or 2, which is characterized in that if the interactive operation event is F.F. and/or rewind
Event, then after the network element device obtains video flowing, the method further includes:
The network element device receives target frame sequence, and the target frame sequence includes continuous multiple key frames;
The network element device determines that the first of the first key frame being located in the target frame sequence receives frame time;
The network element device determines that the second of the last one key frame being located in the target frame sequence receives frame time;
The network element device determines the second target frame number currently buffered;
The network element device determines the second target value, wherein second target value=described first receives frame time+the second
Target frame number/frame per second;
If the network element device determines that second target value is more than described first and receives frame time, the network element device determines
Second target value is F.F. and/or rewind event initial time;
If the network element device determination initially receives discontinuous key frame, the network element device records the last one key
Frame receives the end time that frame time is F.F. and/or rewind event;
The network element device determines that F.F. and/or rewind event time information, the F.F. and/or rewind event time information are
The end time of the F.F. and/or rewind event and the F.F. and/or the difference of rewind event initial time.
10. according to claim 1 to 9 any one of them method, which is characterized in that the network element device is commented by video tastes
Valence result Computational frame is calculated according to the target component to obtain video tastes evaluation result, including:
The network element device by the video tastes evaluation result Computational frame according to the video source parameter calculated with
Obtain the scoring of the first dimension;
The network element device is calculated by the video tastes evaluation result Computational frame according to the viewing experience parameter
To obtain the scoring of the second dimension;
The network element device is calculated by the video tastes evaluation result Computational frame according to the interactive operation parameter
To obtain third dimension scoring;
The network element device scores according to first dimension, second dimension scoring and third dimension scoring calculate
Go out video tastes overall score;
The video tastes evaluation result includes the first dimension scoring, second dimension scores, the third dimension is commented
Point and the video tastes overall score.
11. a kind of network element device, which is characterized in that including:
First acquisition unit, for obtaining video flowing;
Second acquisition unit, for obtaining target component according to the video flowing, the target component includes video source parameter, sees
See experience parameter and interactive operation parameter, the interactive operation parameter be the interactive operation event input by user of acquisition when
Between information;
Computing unit is calculated for passing through video tastes evaluation result Computational frame according to the target component and is regarded with obtaining
Frequency experience evaluation result;
Transmission unit, for the video tastes evaluation result to be sent to media quality monitoring center, so that the media matter
Amount monitoring center is monitored the network element device according to the video tastes evaluation result.
12. network element device according to claim 11, which is characterized in that the first acquisition unit is specifically used for, from net
Catching packet is to obtain the video flowing, or, the network element device obtains the video flowing from Terminal Middleware.
13. network element device according to claim 11 or 12, which is characterized in that if the interactive operation event is to play to appoint
Be engaged in request event, then the first acquisition unit be specifically used for, determine initial buffer event initial time, the initial buffer thing
Part initial time is the time that the network element device sends out the playing task request event, at the end of determining initial buffer event
Between, the initial buffer event end time is that the network element device is with the time for sending out the playing task request event
For initial point until the network element device receives the time of nth frame, the N is preset initial play thresholding frame number, is determined initial
Buffered event temporal information, the initial buffer event time information are the initial buffer event end time and described initial
The difference of buffered event initial time.
14. network element device according to claim 11 or 12, which is characterized in that if the interactive operation event is cut for channel
Event is changed, then the first acquisition unit is specifically used for, and the first acquisition unit is specifically used for, when determining channel switching starting
Between, the channel switching initial time is the time that the network element device sends out the channel switching event, determines channel switching
End time, the channel switch end time be the video flowing in first instantaneous decoding refresh every IDR frame receipts frame time with
The sum of preset duration, wherein the preset duration is nonnegative number, determines time of switching channels information, the time of switching channels
Information is the difference of the channel switch end time and the channel switching initial time.
15. network element device according to claim 11 or 12, which is characterized in that if the interactive operation event is reorientation
Action event, then the first acquisition unit be specifically used for, determine and reset the bit manipulation end time, determine and reset bit manipulation starting
Time, determine reorientation operating time information, the reorientation operating time information be it is described reset the bit manipulation end time with
The difference for resetting bit manipulation initial time.
16. network element device according to claim 15, which is characterized in that the first acquisition unit determination resets bit manipulation
When initial time, specifically for obtaining the Presentation Time Stamp PTS of each frame in the first detection cycle, the receipts of first object frame are recorded
Frame time, the first object framing bit is in first detection cycle, and the Presentation Time Stamp PTS hairs of the first object frame
Raw saltus step, judges whether there is the second target frame in first detection cycle, and second target frame is positioned at first mesh
Mark the frame before frame, saltus step occurs for the Presentation Time Stamp PTS of second target frame, and the network element device has recorded described the
The receipts frame time of two target frames, if judging to have second target frame in first detection cycle, it is determined that described second
The receipts frame time of target frame be it is described reset bit manipulation initial time, if judging in first detection cycle without described the
Two target frames, it is determined that third target frame, the third target frame are frame before the first object frame, and described the
The frame time of receiving of three target frames is that the last time in frame before the first object frame receives frame time, obtains described the
The first object frame number in the second detection cycle that three target frames are located at determines first object numerical value, the first object number
Value is receipts frame time+first object frame number/frame per second of the third target frame, however, it is determined that it is big to go out the first object numerical value
In the first detection cycle end time, it is determined that the bit manipulation initial time that resets is equal to the first detection cycle knot
The beam time.
17. network element device according to claim 16, which is characterized in that the first acquisition unit determination resets bit manipulation
When the end time, specifically for reset described in determination the bit manipulation end time be the network element device to receive first mesh
The time of mark frame, the N was that preset reorientation plays door for starting point until the network element device receives the time of nth frame
Limit frame number.
18. network element device according to claim 11 or 12, which is characterized in that if the interactive operation event is pause thing
Part, then the first acquisition unit be specifically used for, in detection cycle detection receive frame condition, according to the receipts of each detection cycle
Frame condition determines that the first detection cycle and the second detection cycle occurred for the first time, first detection cycle are examined with described second
The survey period is adjacent period, first detection cycle and the increase of second detection cycle without new frame, determines the net
When newest transport stream TS packet received by element device is frame boundaries, the network element device determines that first detection cycle is
Suspending event initial time determines that suspending event end time, the suspending event end time determine for the network element device
The receipts frame time for going out first frame increased newly after the suspending event initial time, determines the temporal information of the suspending event,
The temporal information of the suspending event is the difference of the suspending event end time and the suspending event initial time.
19. network element device according to claim 11 or 12, which is characterized in that if the interactive operation event is F.F.
And/or rewind event, then the first acquisition unit be specifically used for, receive target frame sequence, the target frame sequence include connect
Continuous multiple key frames determine that the first of the first key frame being located in the target frame sequence receives frame time, determine and be located at institute
State the last one key frame in target frame sequence second receives frame time, determines the second target frame number currently buffered, really
Fixed second target value, wherein second target value=described first receives the+the second target of frame time frame number/frame per second, if really
Fixed second target value is more than described first and receives frame time, it is determined that second target value is F.F. and/or rewind
Event initial time, however, it is determined that initially receive discontinuous key frame, then the receipts frame time for recording the last one key frame is
The end time of F.F. and/or rewind event determines F.F. and/or rewind event time information, the F.F. and/or rewind thing
Part temporal information is end time and the F.F. and/or the rewind event initial time of the F.F. and/or rewind event
Difference.
20. according to claim 11 to 19 any one of them network element device, which is characterized in that the computing unit is specifically used
In being calculated according to the video source parameter by the video tastes evaluation result Computational frame and commented with obtaining the first dimension
Point, it is calculated according to the viewing experience parameter to obtain the second dimension by the video tastes evaluation result Computational frame
Scoring, is calculated according to the interactive operation parameter to obtain the third dimension by the video tastes evaluation result Computational frame
Degree scoring calculates video body according to first dimension scoring, second dimension scoring and third dimension scoring
Overall score is tested, the video tastes evaluation result includes the first dimension scoring, second dimension scoring, the third dimension
Degree scoring and the video tastes overall score.
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Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110267103A (en) * | 2019-05-13 | 2019-09-20 | 深圳市亿联智能有限公司 | Multimedia points-scoring system and method based on remote controler feedback |
CN113591523A (en) * | 2020-04-30 | 2021-11-02 | 聚好看科技股份有限公司 | Display device and experience value updating method |
US11924513B2 (en) | 2019-08-18 | 2024-03-05 | Juhaokan Technology Co., Ltd. | Display apparatus and method for display user interface |
Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101572829A (en) * | 2009-06-10 | 2009-11-04 | 中国联合网络通信集团有限公司 | Method for monitoring IPTV video quality, device thereof and system thereof |
CN101626506A (en) * | 2008-07-10 | 2010-01-13 | 华为技术有限公司 | Method, device and system for evaluating quality of video code stream |
CN103475896A (en) * | 2013-07-24 | 2013-12-25 | 同济大学 | Interactive video and audio experience-quality assessment platform and method based on Qos |
CN103533342A (en) * | 2013-09-26 | 2014-01-22 | 上海华为技术有限公司 | Method and device for detecting mobile video quality |
CN105763942A (en) * | 2016-04-22 | 2016-07-13 | 烽火通信科技股份有限公司 | Calculating method of IPTV set top box VMOS value |
CN105897736A (en) * | 2016-05-17 | 2016-08-24 | 北京邮电大学 | Method and device for assessing quality of experience (QoE) of TCP (Transmission Control Protocol) video stream service |
-
2017
- 2017-03-31 CN CN201710208504.6A patent/CN108668123A/en active Pending
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101626506A (en) * | 2008-07-10 | 2010-01-13 | 华为技术有限公司 | Method, device and system for evaluating quality of video code stream |
CN101572829A (en) * | 2009-06-10 | 2009-11-04 | 中国联合网络通信集团有限公司 | Method for monitoring IPTV video quality, device thereof and system thereof |
CN103475896A (en) * | 2013-07-24 | 2013-12-25 | 同济大学 | Interactive video and audio experience-quality assessment platform and method based on Qos |
CN103533342A (en) * | 2013-09-26 | 2014-01-22 | 上海华为技术有限公司 | Method and device for detecting mobile video quality |
CN105763942A (en) * | 2016-04-22 | 2016-07-13 | 烽火通信科技股份有限公司 | Calculating method of IPTV set top box VMOS value |
CN105897736A (en) * | 2016-05-17 | 2016-08-24 | 北京邮电大学 | Method and device for assessing quality of experience (QoE) of TCP (Transmission Control Protocol) video stream service |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110267103A (en) * | 2019-05-13 | 2019-09-20 | 深圳市亿联智能有限公司 | Multimedia points-scoring system and method based on remote controler feedback |
US11924513B2 (en) | 2019-08-18 | 2024-03-05 | Juhaokan Technology Co., Ltd. | Display apparatus and method for display user interface |
CN113591523A (en) * | 2020-04-30 | 2021-11-02 | 聚好看科技股份有限公司 | Display device and experience value updating method |
CN113591523B (en) * | 2020-04-30 | 2023-11-24 | 聚好看科技股份有限公司 | Display device and experience value updating method |
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