CN106658119A - Video application testing method and apparatus - Google Patents

Video application testing method and apparatus Download PDF

Info

Publication number
CN106658119A
CN106658119A CN201710015577.3A CN201710015577A CN106658119A CN 106658119 A CN106658119 A CN 106658119A CN 201710015577 A CN201710015577 A CN 201710015577A CN 106658119 A CN106658119 A CN 106658119A
Authority
CN
China
Prior art keywords
frame
similarity
video
cut
adjacent
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201710015577.3A
Other languages
Chinese (zh)
Inventor
彭志勇
程广
辛彦哲
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Netease Hangzhou Network Co Ltd
Original Assignee
Netease Hangzhou Network Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Netease Hangzhou Network Co Ltd filed Critical Netease Hangzhou Network Co Ltd
Priority to CN201710015577.3A priority Critical patent/CN106658119A/en
Publication of CN106658119A publication Critical patent/CN106658119A/en
Pending legal-status Critical Current

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/41Structure of client; Structure of client peripherals
    • H04N21/414Specialised client platforms, e.g. receiver in car or embedded in a mobile appliance
    • H04N21/4147PVR [Personal Video Recorder]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/43Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
    • H04N21/44Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs
    • H04N21/44008Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs involving operations for analysing video streams, e.g. detecting features or characteristics in the video stream
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/43Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
    • H04N21/442Monitoring 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
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/80Generation or processing of content or additional data by content creator independently of the distribution process; Content per se
    • H04N21/81Monomedia components thereof
    • H04N21/8166Monomedia components thereof involving executable data, e.g. software
    • H04N21/8173End-user applications, e.g. Web browser, game

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Databases & Information Systems (AREA)
  • Television Signal Processing For Recording (AREA)
  • Testing, Inspecting, Measuring Of Stereoscopic Televisions And Televisions (AREA)

Abstract

The invention discloses a video application testing method and apparatus. The video application testing method comprises the following steps: obtaining video recording in which a video application turning-on process in a terminal screen is recorded; obtaining a start frame and an end frame in the video recording, wherein the start frame is the first frame of video playback turning-on operation performed in the video application, and the end frame is the first frame of the video displayed in the video application displayed on the terminal screen; and obtaining a time interval between the start frame and the end frame, where the time interval is used to indicate time required by a process of playing the video in the video application.

Description

Video Applications method of testing and device
Technical field
The present invention relates to video applications, in particular to a kind of Video Applications method of testing and device.
Background technology
With the rise of net cast industry, the speed-raising in broadband, the communication interaction between user, from the text-to-speech age, across The video interactive epoch are more arrived, net cast industry is just turned out a prestigious institution.Technical performance advantage is only grasped in this emerging field, Could have breakthrough in this industry.
The opening and refresh rate of live video, as one of the index of video performance, directly affect user experience and Patience.Therefore, it is necessary to the opening speed of live video is tested, so as to follow-up improvement.However, now detection video is beaten The method for opening speed, the angle typically realized from application is calculated.It is for the angle that application is realized, such as live App application opening video-frequency basic flow journey be:Click through live m->The loading of direct broadcasting room interface->Loading player->Play Device acquisition video address->Opening video data stream->Play video.Then program can in each of the steps bury a calculating respectively Time between step.
But this only using the calculating for realizing angle, has certain deviation with the real experiences of user.Such as the operation of user Block in above process, or other software window has blocked player, user actually is still belonging to normally to open and regards The situation of frequency.And apply and realize that angle calculation does not take into account that above-mentioned situation, so, for above-mentioned situation, angle is realized by application The time that degree is calculated just has deviation.Meanwhile, this method is also required to understand the specific implementation of application or needs special Application developer this could be calculated.Obviously this method has limitation, it is impossible to meet it is convenient, exactly test regard The demand of the speed that frequency is opened.
For the problems referred to above, effective solution is not yet proposed at present.
The content of the invention
Video Applications method of testing and device are embodiments provided, at least to solve easily and accurately to test The technical problem of the speed that video is opened.
A kind of one side according to embodiments of the present invention, there is provided Video Applications method of testing, including:Obtain video record Picture, wherein, the process that Video Applications are opened in terminal screen is recorded in video record;Obtain video record in start frame and Cut-off frame, wherein, start frame is that first frame for opening video play operation is performed in Video Applications, and cut-off frame is end panel First frame of video is commenced play out in the Video Applications that curtain shows;The time interval between start frame and cut-off frame is obtained, its In, time interval is used to indicate to open the time required for video process in Video Applications.
Further, obtaining the start frame in video record and cut-off frame includes:Calculate adjacent two frames figure in video record Similarity as between;Similarity and threshold value are compared and obtain comparative result;Start frame is determined respectively according to comparative result With cut-off frame.
Further, determine that start frame and cut-off frame include respectively according to comparative result:In the phase of present frame and former frame During like degree less than first threshold, determine whether present frame is start frame;If not start frame, then continue sentencing for subsequent neighboring frames It is disconnected, till start frame is determined;After start frame is judged, in follow-up similarity the consecutive frame of Second Threshold is less than Whether middle determination present frame is cut-off frame;If not cut-off frame, then continue the judgement of subsequent neighboring frames, until determining cut-off frame Till, wherein, first threshold is identical or different with Second Threshold.
Further, it is determined that whether present frame is that start frame or cut-off frame include:In present frame and the similarity of former frame During less than first threshold or Second Threshold, suspend and play video record;Display reminding information, wherein, information is used to point out User confirms whether present frame is start frame or cut-off frame;The confirmation of receiving user's input;It is true according to the input of user Recognize whether present frame is start frame or cut-off frame.
Further, calculating the similarity in video record between adjacent two field pictures includes:Adjacent two field pictures are entered The channel separation of row RGB, isolates tri- passages of R, G, B;What the every two field picture being respectively directed in adjacent two field pictures was isolated R, G, channel B, calculate respective grey level histogram;The registration of the respective grey level histogram of the adjacent two field pictures of comparison, root According to comparative result, R, G, the similarity of channel B are calculated respectively;Adjacent two field pictures are obtained according to the similarity of R, G, channel B Similarity.
Further, the similarity for obtaining adjacent two field pictures according to the similarity of R, G, channel B includes:R, G, B are led to The similarity in road is averaged or is weighted and averages, used as the similarity of adjacent two field pictures.
Further, R, G, the similarity of channel B are calculated respectively includes:Initialization R, G, the similarity weights of channel B;It is right 256 gray levels of the grey level histogram abscissa of adjacent two field pictures are entered one by one respectively by each in R, G, channel B Row compares:If when the secondary gray level for comparing is equal, similarity weights add 1;If when the gray level that time compare is unequal, by with Lower formula calculates the similarity weights of each passage:I-th gray level of one of R, G, the channel B for adjacent two frame, it is similar Degree weights=similarity weights+(1-abs (i-th gray level of i-th gray level-previous frame of present frame)/max (present frames I-th gray level, i-th gray level of previous frame));The Similarity value of one of R, G, the channel B of the adjacent two frame=passage Similarity weights summation/256, this Similarity value is the registration of the grey level histogram of the passage of adjacent two frame.
Further, the time interval obtained between start frame and cut-off frame includes:Starting in video record is obtained After frame and cut-off frame, the frame step number of difference record start frame and cut-off frame;According to equation below calculate start frame with cut-off frame it Between time interval:Time interval=(the frame step number of the frame step number-start frame of cut-off frame)/video frame rate, wherein, video frame rate For the video frame rate of video record.
According to another aspect of the present invention, there is provided a kind of Video Applications test device, including:Video record obtains single Unit, is configured to obtain video record, wherein, the process that Video Applications are opened in terminal screen is recorded in video record;Rise Beginning frame and cut-off frame acquiring unit, are configured to obtain the start frame and cut-off frame in video record, wherein, start frame is to regard Frequency performs first frame for opening video play operation in applying, and it is to start to broadcast in the Video Applications that terminal screen shows to end frame Put first frame of video;Time interval acquiring unit, is configured to obtain the time interval between start frame and cut-off frame, its In, time interval is configured to indicate to open the time required for video process in Video Applications.
Further, start frame and cut-off frame acquiring unit further include computing unit, and computing unit is configured to:Meter Calculate the similarity between adjacent two field pictures in video record;Similarity and threshold value are compared and obtain comparative result;According to Comparative result determines respectively start frame and cut-off frame.
Further, computing unit determines that start frame and cut-off frame include according to comparative result:In present frame and former frame Similarity be less than first threshold when, determine whether present frame is start frame;If not start frame, then continue subsequent neighboring frames Judge, till start frame is determined;It is adjacent less than Second Threshold in follow-up similarity after start frame is judged Determine whether present frame is cut-off frame in frame;If not cut-off frame, then continue the judgement of subsequent neighboring frames, until determining cut-off Till frame, wherein, first threshold is identical or different with Second Threshold.
Further, computing unit determines whether present frame is that start frame or cut-off frame include:In present frame and former frame Similarity less than first threshold or during Second Threshold, suspend and play video record;Display reminding information, wherein, information For pointing out user to confirm whether present frame is start frame or cut-off frame;The confirmation of receiving user's input;And according to Whether the input validation present frame of user is start frame or cut-off frame.
Further, the similarity that computing unit is calculated in video record between adjacent two field pictures includes:To adjacent two Two field picture carries out the channel separation of RGB, isolates tri- passages of R, G, B;The every two field picture being respectively directed in adjacent two field pictures R, G, the channel B isolated, calculates respective grey level histogram;The weight of the respective grey level histogram of the adjacent two field pictures of comparison It is right, according to comparative result, R, G, the similarity of channel B are calculated respectively;And obtain adjacent according to the similarity of R, G, channel B The similarity of two field pictures.
Further, computing unit includes according to the similarity that the similarity of R, G, channel B obtains adjacent two field pictures:Will R, G, the similarity of channel B are averaged or are weighted and average, used as the similarity of adjacent two field pictures.
Further, computing unit calculates respectively R, G, the similarity of channel B and includes:Initialization R, G, channel B it is similar Degree weights;For each in R, G, channel B, respectively to 256 ashes of the grey level histogram abscissa of adjacent two field pictures Degree level is compared one by one:If when the secondary gray level for comparing is equal, similarity weights add 1;If working as the secondary gray level for comparing not It is equal, then the similarity weights of each passage are calculated as follows:I-th of one of R, G, channel B for adjacent two frame Gray level, similarity weights=similarity weights+(1-abs (i-th gray scale of i-th gray level-previous frame of present frame Level)/max (i-th gray level of present frame, i-th gray level of previous frame));The phase of one of R, G, the channel B of adjacent two frame Like similarity weights summation/256 of the angle value=passage, this Similarity value is the grey level histogram of the passage of adjacent two frame Registration.
Further, the time interval that time interval acquiring unit is obtained between start frame and cut-off frame includes:Obtaining After start frame and cut-off frame in video record, the frame step number of difference record start frame and cut-off frame;And computing unit according to Equation below calculates the time interval between start frame and cut-off frame:Time interval=(the frame of the frame step number-start frame of cut-off frame Step number)/video frame rate, wherein, video frame rate is the video frame rate of video record.
Relative to technical scheme of the prior art, solve cannot the easily and accurately speed that test video is opened skill Art problem.
Description of the drawings
Accompanying drawing described herein is used for providing a further understanding of the present invention, constitutes the part of the application, this Bright schematic description and description does not constitute inappropriate limitation of the present invention for explaining the present invention.In the accompanying drawings:
Fig. 1 is Video Applications method of testing flow chart according to an embodiment of the invention;
Fig. 2 is Video Applications test device schematic diagram according to an embodiment of the invention;
Fig. 3 is the Video Applications test device schematic diagram of another embodiment of the present invention;
Fig. 4 is the schematic flow sheet of the recorded video application opening procedure of another embodiment of the present invention;
Fig. 5 is the operating process schematic diagram of the initialization unit of another embodiment of the present invention;
Fig. 6 is the similarity calculated operating process schematic diagram of the embodiment of the present invention;And
Fig. 7 is record, deletion, the storage unit operating process schematic diagram of the embodiment of the present invention.
Specific embodiment
In order that those skilled in the art more fully understand the present invention program, below in conjunction with the embodiment of the present invention Accompanying drawing, is clearly and completely described to the technical scheme in the embodiment of the present invention, it is clear that described embodiment is only The embodiment of a part of the invention, rather than the embodiment of whole.Based on the embodiment in the present invention, ordinary skill people The every other embodiment that member is obtained under the premise of creative work is not made, should all belong to the model of present invention protection Enclose.
It should be noted that description and claims of this specification and the term " including " in above-mentioned accompanying drawing and " tool Have " and their any deformation, it is intended that cover it is non-exclusive includes, for example, contain series of steps or unit Process, method, system, product or equipment are not necessarily limited to those steps clearly listed or unit, but may include without clear Other steps list to Chu or intrinsic for these processes, method, product or equipment or unit.
The embodiment of the present invention provides a kind of Video Applications method of testing and device, can accurately test out user and use application When, the speed of actually opened video and experience, effectively reducing error affects.To make the object, technical solutions and advantages of the present invention It is clearer, embodiment of the present invention is described in detail below in conjunction with accompanying drawing.
It should be noted that can be in such as one group computer executable instructions the step of the flow process of accompanying drawing is illustrated Perform in computer system, and, although show logical order in flow charts, but in some cases, can be with not The order being same as herein performs shown or described step.
The embodiment provides a kind of Video Applications method of testing.
Fig. 1 is Video Applications method of testing flow chart according to an embodiment of the invention, as shown in topic 1.
The Video Applications method of testing includes:
Step S102, obtains video record, wherein, the mistake that Video Applications are opened in terminal screen is recorded in video record Journey;
Step S104, obtains the start frame and cut-off frame in video record, wherein, start frame is to perform in Video Applications First frame of video play operation is opened, it is to commence play out the first of video in the Video Applications that terminal screen shows to end frame Individual frame;
Step S106, obtains the time interval between start frame and cut-off frame, wherein, time interval is used to indicate in video The time required for video process is opened using in.
In this embodiment of the invention, by performing start frame and the cut-off of opening video play operation in acquisition Video Applications Frame, wherein, start frame is that first frame for opening video play operation is performed in Video Applications, and cut-off frame is aobvious for terminal screen First frame of video is commenced play out in the Video Applications shown, you can obtain open Video Applications time because start frame with Cut-off frame correspond to Video Applications from the process started to open to successfully opening, so, by this mode, without the need for such as prior art In calculate the time of each step by burying in each of the steps, and can easily calculate the opening time of Video Applications, Which thereby enhance the efficiency of calculating.
Above described embodiment describes Video Applications method of testing, in the method, obtain video record in start frame and Cut-off frame can have various ways, in one alternate embodiment, can be in the following way:Calculate adjacent two in video record Similarity between two field picture;Similarity and threshold value are compared and obtain comparative result;Determined respectively according to comparative result Beginning frame and cut-off frame.In the embodiment, start frame and cut-off frame are determined by way of the adjacent two field pictures similarity of calculating, Efficiency and the accuracy for determining can be accelerated.
Additionally, determine that start frame and cut-off frame can also have various ways respectively according to the comparative result of similarity, one In individual alternative embodiment, can be in the following ways:When the similarity of present frame and former frame is less than first threshold, it is determined that currently Whether frame is start frame;If not start frame, then continue the judgement of subsequent neighboring frames, till start frame is determined;Sentencing Break and after start frame, determine whether present frame is cut-off frame in consecutive frame of the follow-up similarity less than Second Threshold;If Frame is not off, then continues the judgement of subsequent neighboring frames, till cut-off frame is determined, wherein, first threshold and the second threshold Value is identical or different.In the embodiment, it is compared with default threshold value by the Similarity value for calculating, is realized to start frame With the accurate judgement of cut-off frame.
Additionally, determining whether present frame is that start frame there can be various ways, for example, by way of manual observation, lead to Cross mode that predetermined standard is automatically confirmed that, etc..In an alternative embodiment of the invention, can be in the following way:Working as When previous frame is less than first threshold or Second Threshold with the similarity of former frame, suspends and play video record;Display reminding information, its In, information is used to point out user to confirm whether present frame is start frame or cut-off frame;The confirmation letter of receiving user's input Breath;Whether the input validation present frame according to user is start frame or cut-off frame.In the embodiment, it is limited in the similarity for calculating During default threshold value, suspend and play video record, display reminding information enables tester to be judged in time, and passes through Suspend and play video record so that tester is easier to make for judging.
Additionally, the similarity calculated in video record between adjacent two field pictures can also have various ways, can at one In selecting embodiment, in the following ways:The channel separation of RGB is carried out to adjacent two field pictures, tri- passages of R, G, B are isolated; R, G, channel B that the every two field picture being respectively directed in adjacent two field pictures is isolated, calculate respective grey level histogram;Relatively The registration of the respective grey level histogram of adjacent two field pictures, according to comparative result, calculates respectively R, G, the similarity of channel B; The similarity of adjacent two field pictures is obtained according to the similarity of R, G, channel B.In the embodiment, describe adjacent two field pictures it Between similarity a kind of circular, with it, the similarity between adjacent two field pictures can be obtained accurately, Lay the foundation subsequently to compare.
Additionally, the similarity for obtaining adjacent two field pictures according to the similarity of R, G, channel B can have various ways.One In individual alternative embodiment, in the following way:The similarity of R, G, channel B is averaged or weighted and averages, as The similarity of adjacent two field pictures.In the embodiment, describe R, G, the value mode of channel B similarity, can according to precision or The requirement of efficiency selects a kind of mode.
Additionally, calculating R, G, the similarity of channel B can have various ways.In one alternate embodiment, using as follows Mode is calculated:Initialization R, G, the similarity weights of channel B;For each in R, G, channel B, respectively to adjacent two 256 gray levels of the grey level histogram abscissa of two field picture are compared one by one:If when the secondary gray level for comparing is equal, phase Add 1 like degree weights;If when the secondary gray level for comparing is unequal, the similarity weights of each passage are calculated as follows:It is right I-th gray level of one of R, G, the channel B in adjacent two frame, similarity weights=similarity weights+(1-abs be (present frame I-th gray level of i-th gray level-previous frame)/max (i-th gray level of present frame, i-th gray scale of previous frame Level));Similarity weights summation/256 of the Similarity value=passage of one of R, G, the channel B of adjacent two frame, this Similarity value The registration of the grey level histogram of the passage of as adjacent two frame.In the embodiment, the concrete meter of grey level histogram is described Calculation mode, can accurately and efficiently calculate by this way the grey level histogram of adjacent two field pictures.
Additionally, the time interval obtained between start frame and cut-off frame can have various ways.For example, directly by timing Mode when determining start frame and cut-off frame corresponding time, determining start frame and corresponding cut-off frame indirectly by other means Between.In one alternate embodiment, can be in the following ways:After start frame and cut-off frame in video record is obtained, point The frame step number of other record start frame and cut-off frame;Time interval between start frame and cut-off frame is calculated according to equation below:When Between interval=(the frame step number of the frame step number-start frame of cut-off frame)/video frame rate, wherein, video frame rate is regarded for video record Frequency frame per second.In the embodiment, by record start frame and the frame step number of cut-off frame, you can easily calculate start frame with cut-off Time interval between frame.
The embodiment provides a kind of Video Applications test device.
Fig. 2 is Video Applications test device schematic diagram according to an embodiment of the invention.As shown in Figure 2:
The Video Applications test device includes:
Video record acquiring unit 202, is configured to obtain video record, wherein, end panel is recorded in video record The process that Video Applications are opened in curtain;
Start frame and cut-off frame acquiring unit 204, are configured to obtain the start frame and cut-off frame in video record, its In, start frame is that first frame for opening video play operation is performed in Video Applications, and it is what terminal screen showed to end frame First frame of video is commenced play out in Video Applications;
Time interval acquiring unit 206, is configured to obtain the time interval between start frame and cut-off frame, wherein, when Between interval be configured to indicate in Video Applications open video process required for time.In the present invention, by Video Applications Test device is obtained and perform in Video Applications first frame for opening video play operation and first frame for commencing play out video, Can obtain the time for opening Video Applications, and without the need for as calculated each step by burying in each of the steps in prior art Time.
In this embodiment of the invention, obtain to be performed in Video Applications by start frame and cut-off frame acquiring unit and open video The start frame and cut-off frame of play operation, wherein, start frame is to perform to open the first of video play operation in Video Applications Individual frame, it is first frame that video is commenced play out in the Video Applications that terminal screen shows to end frame, you can obtains and opens video Using time because start frame and cut-off frame correspond to Video Applications from starting to open to the process successfully opened, lead to This mode is crossed, without the need for passing through to bury a time for calculating each step in each of the steps in such as prior art, and can be easily The opening time of Video Applications is calculated, the efficiency of calculating is which thereby enhanced.
Additionally, start frame and cut-off frame that start frame and cut-off frame acquiring unit 204 are obtained in video record can have many The mode of kind, start frame and cut-off frame acquiring unit 204 can also include multiple units, by one or more realities in multiple units Now obtain the function of start frame and cut-off frame.In an alternative embodiment of the invention, start frame and cut-off frame acquiring unit are entered One step includes computing unit, and computing unit is configured to:Calculate the similarity between adjacent two field pictures in video record;By phase It is compared like degree and threshold value and obtains comparative result;Start frame and cut-off frame are determined respectively according to comparative result.In the embodiment, In the embodiment, start frame and cut-off frame are determined by way of the adjacent two field pictures similarity of calculating, can accelerate to determine Efficiency and accuracy.
Additionally, computing unit determines that start frame and cut-off frame can adopt various ways according to comparative result.It is optional at one In embodiment, in the following way:When the similarity of present frame and former frame is less than first threshold, determine that whether present frame is Start frame;If not start frame, then continue the judgement of subsequent neighboring frames, till start frame is determined;Judging starting After frame, determine whether present frame is cut-off frame in consecutive frame of the follow-up similarity less than Second Threshold;If not cut-off Frame, then continue subsequent neighboring frames judgement, until determine cut-off frame till, wherein, first threshold it is identical with Second Threshold or It is different.In the embodiment, in the embodiment, it is compared with default threshold value by the Similarity value for calculating, is realized to rising Beginning frame and the accurate judgement for ending frame.
Additionally, computing unit determines whether present frame is that start frame or cut-off frame can be using various ways, can at one In selecting embodiment, can be in the following way:When the similarity of present frame and former frame is less than first threshold or Second Threshold, temporarily Break and put video record;Display reminding information, wherein, information be used to pointing out user confirm present frame be whether start frame or Person ends frame;The confirmation of receiving user's input;And whether be start frame or cut according to the input validation present frame of user Only frame.In the embodiment, in the embodiment, when the similarity for calculating is limited to default threshold value, suspends and play video record, show Show information, tester is judged in time, and video record is played by suspending so that tester is easier Judged.
Additionally, computing unit calculates the similarity in video record between adjacent two field pictures can adopt various ways, In one alternate embodiment, can be in the following way:The channel separation of RGB is carried out to adjacent two field pictures, isolate R, Tri- passages of G, B;R, G, channel B that the every two field picture being respectively directed in adjacent two field pictures is isolated, calculate respective ash Degree histogram;The registration of the respective grey level histogram of the adjacent two field pictures of comparison, according to comparative result, calculates respectively R, G, B The similarity of passage;And the similarity of adjacent two field pictures is obtained according to the similarity of R, G, channel B.In the embodiment, should In embodiment, a kind of circular of the similarity between adjacent two field pictures is described, with it, can be accurate The similarity between adjacent two field pictures is obtained, is subsequently to compare to lay the foundation.
Additionally, computing unit can have various according to the similarity that the similarity of R, G, channel B obtains adjacent two field pictures Mode, in one alternate embodiment, can be in the following way:The similarity of R, G, channel B is averaged or weighted Average, as the similarity of adjacent two field pictures.In the embodiment, in the embodiment, R, G, channel B similarity are described Value mode, a kind of mode can be selected according to the requirement of precision or efficiency.
Additionally, computing unit calculates respectively R, G, the similarity of channel B can various ways.In an alternative embodiment In, can be in the following way:Initialization R, G, the similarity weights of channel B;For each in R, G, channel B, difference 256 gray levels of the grey level histogram abscissa of adjacent two field pictures are compared one by one:If when the secondary gray level for comparing Equal, then similarity weights add 1;If when the secondary gray level for comparing is unequal, the similar of each passage is calculated as follows Degree weights:I-th gray level of one of R, G, the channel B for adjacent two frame, similarity weights=similarity weights+(1-abs (i-th gray level of i-th gray level-previous frame of present frame)/max (i-th gray level of present frame, the i-th of previous frame Individual gray level));Similarity weights summation/256 of the Similarity value=passage of one of R, G, the channel B of adjacent two frame, this phase The registration of the grey level histogram of the passage of adjacent two frame is like angle value.In the embodiment, in the embodiment, ash is described Histogrammic concrete calculation is spent, the intensity histogram of adjacent two field pictures can be accurately and efficiently calculated by this way Figure.
Additionally, the time interval that time interval acquiring unit is obtained between start frame and cut-off frame can have various ways. In one alternate embodiment, in the following way:After start frame and cut-off frame in video record is obtained, record respectively The frame step number of beginning frame and cut-off frame;And computing unit was calculated between the time between start frame and cut-off frame according to equation below Every:Time interval=(the frame step number of the frame step number-start frame of cut-off frame)/video frame rate, wherein, video frame rate is video record Video frame rate.In the embodiment, by record start frame and cut-off frame frame step number, you can easily calculate start frame with Time interval between cut-off frame.
Fig. 3 is the Video Applications test device schematic diagram of another embodiment of the present invention;As shown in figure 3, specifically, the dress Put including:
Recording elements 302, the specific Video Applications of the embodiment of the present invention are internet video live broadcasting, and the acting as of this element is led to The operation that analog subscriber activates to open video-see is crossed, behavior recording is carried out, and generates video recording, be regarding for follow-up user behavior Frequency video recording analysis is prepared.The concrete operation workflow of this element, will in more detail be retouched in the schematic flow sheet of Fig. 4 embodiments State.
Initialization unit 304, acting as this element, before playing and calculating for subsequent cell, is carried out just to each setting Beginning chemical industry is made.The specific descriptions of this element, will be described in more detail in the schematic flow sheet of Fig. 5 embodiments.
Broadcast unit 306, is the core cell of this embodiment of the invention.In addition to itself unit, also including similarity meter Calculate the unit such as unit and record, deletion, preservation process.It act as, and the video record of modelling customer behavior is played out, divided The work such as analysis, calculating and record preservation.Broadcast unit 306 includes similarity calculated 306-2 and processing unit 306-4.
Wherein, similarity calculated 306-2 is the core algorithm unit of this embodiment of the invention.It act as, to video The each two field picture played carries out image similarity calculating, and result is exported carries out demand process and calculating to subsequent cell. The specific descriptions of this element, will be described in more detail in the schematic flow sheet of Fig. 6 embodiments.Processing unit 306-4 bags Include:Recording unit, deletion unit, storage unit.This processing unit act as, according to the result of Similarity Measure and currently playing Frame of video, coordinate actual user to activate to open the behavior of net cast, carry out frame nodes records, delete and count to actually required Calculate the work such as preservation.The specific descriptions of this element, will be described in more detail in the schematic flow sheet of Fig. 7 embodiments.
Output display unit 308, acting as this element, ties final entry, the frame node for calculating and preserving and test Really, graphically display output in display unit, facilitates tester's exact p-value result, test result to include, real The frame step number of frame node of border record, the image similarity angle value of frame node, the Similarity value of all images frame of video record Time interval between histogram and record frame node.
The embodiment is only a preferred embodiment of the present invention, it is clear that the test device of the embodiment of the present invention is not It is limited to this embodiment.For example, one or more in similarity calculated, recording unit, deletion unit, storage unit Can be independently of broadcast unit.Or, broadcast unit can not also be adopted in the present invention, but directly the image to obtaining is carried out Identifying processing, therefrom obtains start frame and cut-off frame.
Fig. 4 is the schematic flow sheet of the recording elements recorded video application opening procedure of another embodiment of the present invention;This The specific workflow of recording elements is as follows:
S402:The object recorded is set, if the application of user is the net cast application of PC ends, is recorded object and be could be arranged to PC desktops;If the application of user is mobile phone terminal net cast application, records object and may be configured as mobile phone terminal screen.
S404:By S402 steps, recording object can start after setting completed, just recording, to subsequent user behavior Operation carries out whole videograph.When recording elements are recorded, (this can be by existing on a frame-by-frame basis to intercept the screen of user operation Field records to realize, or can also carry out screenshotss to the screen of user to realize by network), user is opened the row of video Get off for process record, and generate video record file.
S406:Open net cast application.
S408:Watching video live broadcast application is opened, is specifically potentially included and is selected the live main broadcaster to be watched, clicks through master Broadcast place room channel, wait live application loading room channel UI, video player, final normal opening video flowing.
Step S406 and S408 can regard the unlatching of analog subscriber as, open the operation of net cast.
S410:After completing above-mentioned behavior operation, then can stop recording.
S412:The video record output for generating is processed to subsequent processing units.
Fig. 5 is the operating process schematic diagram of the initialization unit of another embodiment of the present invention;The specific works of this element Flow process is as follows:
S502:The step is one of initial work, i.e. obtain above-mentioned video file, is that subsequent cell makees input standard It is standby.
S504:From video file, its video frame rate is obtained, and initialized.
S506:Initialization similarity threshold, it act as, time-out when follow-up play unit is played according to this Numerical Control Rhythm.The particular use of this numerical value can more specifically be described in Fig. 6 schematic diagrames.
S508:The frame nodes of initialization record, it act as, and for trailer record, storage unit record frame node is provided The reference frame of quantity.
Fig. 6 is the similarity calculated operating process schematic diagram of the embodiment of the present invention;The specific workflow of this element It is as follows:
S602:In video playback unit playing process, similarity calculated can every time read adjacent each frame of broadcasting Video, is that follow-up Similarity Measure is prepared.
S604:The channel separation of RGB is carried out to reading adjacent 2 two field picture come in, 3 passages of R, G, B are isolated, it is defeated Go out and calculated to follow-up image similarity algorithm.
S606:The image similarity of R passages is calculated, the R passages isolated to 2 two field pictures respectively first, is calculated each Grey level histogram.Further, initialisation image similarity weights.Further, adjacent 2 frame grey level histogram is compared Registration, (can describe here deeper into, including add computing formula).According to the coincidence situation of 2 frame grey level histograms, calculate Go out weighted value.This weighted value, the as Similarity value of R passages.
Wherein, herein below is specifically included in step S606:First, initialisation image similarity weights are 0.Further Ground, the registration of the grey level histogram of the adjacent 2 frame R passages of comparison.Specifically, respectively to adjacent 2 frame grey level histogram abscissa Gray level one by one be compared, R passages have 256 gray levels, therefore need to compare 256 times;If when the secondary gray level phase for comparing Deng similarity weights add 1;Otherwise, the calculating of similarity weights, is carried out as follows:Hypothesis is currently comparing before and after 2 frame R passages i-th gray level, then similarity weights=similarity weights+(1-abs (i-th gray level of present frame-upper I-th gray level of frame)/max (i-th gray level of present frame, i-th gray level of previous frame)).The R of final adjacent 2 frame The Similarity value of passage=similarity weights summation/256, this Similarity value is the grey level histogram of the R passages of adjacent 2 frame Registration, the present invention is referred to as the Similarity value of R passages.
S608:The image similarity of G passages is calculated, and its calculating process is consistent with R passage principles.
S610:The image similarity of channel B is calculated, and its calculating process is consistent with R passage principles.
S612:The weighted value of 3 passages of R, G, B is averaged, as the Similarity value of this 2 two field picture.
Fig. 7 is record, deletion, the storage unit operating process schematic diagram of the embodiment of the present invention.Specific operation steps bag Include:
S702:Broadcast unit judges whether to suspend and plays according to the similarity threshold arranged in initialization unit.If similar When the present frame of degree computing unit output is higher than similarity threshold with the Similarity value of previous frame image, then skip, continue to play With calculating next frame similarity;If the present frame of similarity calculated output is to the Similarity value of previous frame image less than similar During degree threshold value, suspend and play, while prompt tone can be sent, point out tester to be checked.
S704:Suspend after playing, tester watches the image frame of current hang, determine whether the frame section for needing record Point.If so, then this frame node is input to recording unit;Otherwise, this frame node is input to deletion unit.Wherein, judging When whether being start frame and cut-off frame, different similarity thresholds can also be adopted using identical similarity threshold.
Wherein, opening in the present invention needs the frame node of record to include start frame and cut-off frame in Video Applications scene.Rise Beginning frame, to initially enter the time instant for opening video flow process;Cut-off frame is smooth opening video pictures and starts formal broadcasting A moment moment.Start frame and cut-off frame between, may also have flow process include, loading video player, obtain video address, Open video flowing, etc. video pictures to be loaded etc..Different live application realizes, above-mentioned flow process may difference.And The method of testing of the present invention, is not limited to above-mentioned application scenarios, the frame interstitial content of required record, depending on the need of different application scene Ask, may be different.
S706:Recording unit, the frame node of record needed for preserving.It is valid inter frame temporal interval to be calculated for follow-up storage unit It is standby.
S708:Unit is deleted, invalid frame node is deleted.
S710:Storage unit, according to the video recording frame per second of initialization unit, calculates the inter frame temporal of recorded frame node Interval.Specifically, computing formula is:Inter frame temporal interval=(the start frame step number of the cut-off frame step number-record of record)/video Frame per second.In embodiments of the present invention, this interFrameGap, as user open net cast to can normally in watching process, institute The real time for needing.
The method of testing of the present invention, mainly carries out applying test at beholder end.Can apply to test multiple different Live app applications, realize without the need for understanding program, can also detect the opening video speed of different live app.Test result can be with It is applied to the Performance comparision of the opening video speed of the live applications of multiple different app.
The embodiments of the present invention are for illustration only, do not represent the quality of embodiment.
In the above embodiment of the present invention, the description to each embodiment all emphasizes particularly on different fields, and does not have in certain embodiment The part of detailed description, may refer to the associated description of other embodiment.It will be appreciated by those of skill in the art that above-mentioned in the present invention Embodiment, can carry out various combinations.
In several embodiments provided herein, it should be understood that disclosed technology contents, can pass through other Mode is realized.Wherein, device embodiment described above is only schematic, the division of such as unit, can be one kind Division of logic function, can there is an other dividing mode when actually realizing, such as multiple units or component can with reference to or can To be integrated into another system, or some features can be ignored, or not perform.It is another, it is shown or discussed each other Coupling or direct-coupling or communication connection can be INDIRECT COUPLING or communication connection by some interfaces, unit or module, Can be electrical or other forms.
As separating component explanation unit (module) can be or may not be it is physically separate, as unit The part of display can be or may not be physical location, you can with positioned at a place, or can also be distributed to many On individual unit.Some or all of unit therein can according to the actual needs be selected to realize the mesh of this embodiment scheme 's.
In addition, each functional unit in each embodiment of the invention can be integrated in a processing unit, it is also possible to It is that unit is individually physically present, it is also possible to which two or more units are integrated in a unit.Above-mentioned integrated list Unit both can be realized in the form of hardware, it would however also be possible to employ the form of SFU software functional unit is realized.
If integrated unit is realized and as independent production marketing or when using using in the form of SFU software functional unit, can In to be stored in a computer read/write memory medium.Based on such understanding, technical scheme substantially or Saying all or part of the part or technical scheme contributed to prior art can be embodied in the form of software product Out, the computer software product is stored in a storage medium, including some instructions are used so that a computer equipment (can be personal computer, server or network equipment etc.) performs all or part of each embodiment methods described of the invention Step.And aforesaid storage medium includes:USB flash disk, read-only storage (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), portable hard drive, magnetic disc or CD etc. are various can be with the medium of store program codes.
The above is only the preferred embodiment of the present invention, it is noted that for the ordinary skill people of the art For member, under the premise without departing from the principles of the invention, some improvements and modifications can also be made, these improvements and modifications also should It is considered as protection scope of the present invention.

Claims (16)

1. a kind of Video Applications method of testing, it is characterised in that include:
Video record is obtained, wherein, the process that Video Applications are opened in terminal screen is recorded in the video record;
The start frame and cut-off frame in the video record is obtained, wherein, the start frame is to perform in the Video Applications First frame of video play operation is opened, the cut-off frame is to start to broadcast in the Video Applications that the terminal screen shows Put first frame of the video;
The time interval between the start frame and the cut-off frame is obtained, wherein, the time interval is used to indicate described The time required for video process is opened in Video Applications.
2. method according to claim 1, it is characterised in that obtain the start frame and cut-off frame bag in the video record Include:
Calculate the similarity between adjacent two field pictures in the video record;
The similarity and threshold value are compared and obtain comparative result;
The start frame and the cut-off frame are determined respectively according to the comparative result.
3. method according to claim 2, it is characterised in that according to the comparative result determine respectively the start frame and The cut-off frame includes:
When the similarity of present frame and former frame is less than first threshold, determine whether the present frame is the start frame;If It is not the start frame, then continues the judgement of subsequent neighboring frames, till the start frame is determined;
After the start frame is judged, whether present frame is determined in consecutive frame of the follow-up similarity less than Second Threshold For the cut-off frame;If not the cut-off frame, then continue the judgement of subsequent neighboring frames, until determining that the cut-off frame is Only, wherein, the first threshold is identical or different with the Second Threshold.
4. method according to claim 3, it is characterised in that determine whether the present frame is the start frame or described Cut-off frame includes:
When the similarity of present frame and former frame is less than the first threshold or the Second Threshold, suspends and play the video Video recording;
Display reminding information, wherein, the information be used to pointing out user confirm present frame be whether the start frame or The cut-off frame;
Receive the confirmation of the user input;
Whether present frame is the start frame or the cut-off frame according to the input validation of the user.
5. the method according to any one of claim 2 to 4, it is characterised in that calculate adjacent two in the video record Similarity between two field picture includes:
The channel separation of RGB is carried out to adjacent two field pictures, tri- passages of R, G, B are isolated;
R, G, channel B that the every two field picture being respectively directed in the adjacent two field pictures is isolated, calculate respective gray scale straight Fang Tu;
Compare the registration of the respective grey level histogram of the adjacent two field pictures, according to comparative result, R, G, B are calculated respectively and is led to The similarity in road;
The similarity of the adjacent two field pictures is obtained according to the similarity of the R, G, channel B.
6. method according to claim 5, it is characterised in that the phase is obtained according to the similarity of the R, G, channel B The similarity of adjacent two field pictures includes:
The similarity of the R, G, channel B is averaged or weighted and averages, as the phase of the adjacent two field pictures Like degree.
7. method according to claim 5, it is characterised in that calculating the R, G, the similarity of channel B respectively includes:
Initialization R, G, the similarity weights of channel B;
For each in R, G, channel B, respectively to 256 gray levels of the grey level histogram abscissa of adjacent two field pictures It is compared one by one:
If when the secondary gray level for comparing is equal, the similarity weights add 1;
If when the secondary gray level for comparing is unequal, the similarity weights of each passage are calculated as follows:
I-th gray level of one of R, G, the channel B for adjacent two frame, similarity weights=similarity weights+(1-abs (when I-th gray level of i-th gray level-previous frame of previous frame) and/max (i-th gray level of present frame, i-th of previous frame Gray level));
Similarity weights summation/256 of the Similarity value=passage of one of R, G, the channel B of adjacent two frame, this is similar Angle value is the registration of the grey level histogram of the passage of adjacent two frame.
8. the method according to any one of claim 2 to 4, it is characterised in that obtain the start frame and the cut-off Time interval between frame includes:
After start frame and cut-off frame in the video record is obtained, the frame of the start frame and the cut-off frame is recorded respectively Step number;
Time interval between the start frame and the cut-off frame is calculated according to equation below:The time interval=(cut-off The frame step number of the frame step number-start frame of frame)/video frame rate, wherein, the video frame rate is the video frame rate of video record.
9. a kind of Video Applications test device, it is characterised in that include:
Video record acquiring unit, is configured to obtain video record, wherein, recorded in terminal screen in the video record The process that Video Applications are opened;
Start frame and cut-off frame acquiring unit, are configured to obtain the start frame and cut-off frame in the video record, wherein, institute It is that first frame for opening video play operation is performed in the Video Applications to state start frame, and the cut-off frame is the terminal First frame of the video is commenced play out in the Video Applications of screen display;
Time interval acquiring unit, is configured to obtain the time interval between the start frame and the cut-off frame, wherein, institute State time interval to be configured to indicate to open the time required for video process in the Video Applications.
10. device according to claim 9, it is characterised in that the start frame and cut-off frame acquiring unit are further wrapped Computing unit is included, the computing unit is configured to:
Calculate the similarity between adjacent two field pictures in the video record;
The similarity and threshold value are compared and obtain comparative result;
The start frame and the cut-off frame are determined respectively according to the comparative result.
11. devices according to claim 10, it is characterised in that the computing unit determines institute according to the comparative result Stating start frame and the cut-off frame includes:
When the similarity of present frame and former frame is less than first threshold, determine whether the present frame is the start frame;If It is not the start frame, then continues the judgement of subsequent neighboring frames, till the start frame is determined;
After the start frame is judged, whether present frame is determined in consecutive frame of the follow-up similarity less than Second Threshold For the cut-off frame;If not the cut-off frame, then continue the judgement of subsequent neighboring frames, until determining that the cut-off frame is Only, wherein, the first threshold is identical or different with the Second Threshold.
12. devices according to claim 11, it is characterised in that the computing unit determines whether the present frame is institute Stating start frame or the cut-off frame includes:
When the similarity of present frame and former frame is less than the first threshold or the Second Threshold, suspends and play the video Video recording;
Display reminding information, wherein, the information be used to pointing out user confirm present frame be whether the start frame or The cut-off frame;
Receive the confirmation of the user input;And
Whether present frame is the start frame or the cut-off frame according to the input validation of the user.
13. devices according to any one of claim 10 to 12, it is characterised in that regard described in the computing unit calculating Similarity in frequency video recording between adjacent two field pictures includes:
The channel separation of RGB is carried out to adjacent two field pictures, tri- passages of R, G, B are isolated;
R, G, channel B that the every two field picture being respectively directed in the adjacent two field pictures is isolated, calculate respective gray scale straight Fang Tu;
Compare the registration of the respective grey level histogram of the adjacent two field pictures, according to comparative result, R, G, B are calculated respectively and is led to The similarity in road;And
The similarity of the adjacent two field pictures is obtained according to the similarity of the R, G, channel B.
14. devices according to claim 13, it is characterised in that the computing unit according to the R, G, channel B phase The similarity for obtaining the adjacent two field pictures like degree includes:
The similarity of the R, G, channel B is averaged or weighted and averages, as the phase of the adjacent two field pictures Like degree.
15. devices according to claim 13, it is characterised in that the computing unit calculates respectively the R, G, channel B Similarity include:
Initialization R, G, the similarity weights of channel B;
For each in R, G, channel B, respectively to 256 gray levels of the grey level histogram abscissa of adjacent two field pictures It is compared one by one:
If when the secondary gray level for comparing is equal, the similarity weights add 1;
If when the secondary gray level for comparing is unequal, the similarity weights of each passage are calculated as follows:
I-th gray level of one of R, G, the channel B for adjacent two frame, similarity weights=similarity weights+(1-abs (when I-th gray level of i-th gray level-previous frame of previous frame) and/max (i-th gray level of present frame, i-th of previous frame Gray level));
Similarity weights summation/256 of the Similarity value=passage of one of R, G, the channel B of adjacent two frame, this is similar Angle value is the registration of the grey level histogram of the passage of adjacent two frame.
16. devices according to any one of claim 10 to 12, it is characterised in that the time interval acquiring unit is obtained The time interval taken between the start frame and the cut-off frame includes:
After start frame and cut-off frame in the video record is obtained, the frame of the start frame and the cut-off frame is recorded respectively Step number;And
The computing unit calculates the time interval between the start frame and the cut-off frame according to equation below:The time Interval=(the frame step number of the frame step number-start frame of cut-off frame)/video frame rate, wherein, the video frame rate is video record Video frame rate.
CN201710015577.3A 2017-01-10 2017-01-10 Video application testing method and apparatus Pending CN106658119A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710015577.3A CN106658119A (en) 2017-01-10 2017-01-10 Video application testing method and apparatus

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710015577.3A CN106658119A (en) 2017-01-10 2017-01-10 Video application testing method and apparatus

Publications (1)

Publication Number Publication Date
CN106658119A true CN106658119A (en) 2017-05-10

Family

ID=58842782

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710015577.3A Pending CN106658119A (en) 2017-01-10 2017-01-10 Video application testing method and apparatus

Country Status (1)

Country Link
CN (1) CN106658119A (en)

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108600668A (en) * 2018-03-27 2018-09-28 维沃移动通信有限公司 A kind of record screen frame per second method of adjustment and mobile terminal
WO2019140880A1 (en) * 2018-01-22 2019-07-25 深圳壹账通智能科技有限公司 Screen recording method, computer readable storage medium, terminal apparatus, and device
CN110177270A (en) * 2019-06-05 2019-08-27 北京字节跳动网络技术有限公司 Video head frame test method and device
CN111028542A (en) * 2019-04-10 2020-04-17 泰州阿法光电科技有限公司 Customized object early warning control device
CN113627534A (en) * 2021-08-11 2021-11-09 百度在线网络技术(北京)有限公司 Method and device for identifying type of dynamic image and electronic equipment
CN113824987A (en) * 2021-09-30 2021-12-21 杭州网易云音乐科技有限公司 Method, medium, device and computing equipment for determining time consumption of first frame of live broadcast room

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101154290A (en) * 2006-09-27 2008-04-02 索尼株式会社 Detection equipment, method and computer program
CN104468916A (en) * 2014-10-24 2015-03-25 天津市康凯特软件科技有限公司 Test method based on cell phone response time
CN105100784A (en) * 2014-04-21 2015-11-25 展讯通信(上海)有限公司 Smoothness test method and device
CN106021092A (en) * 2016-05-04 2016-10-12 北京小米移动软件有限公司 Method and device for determining starting duration of application program

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101154290A (en) * 2006-09-27 2008-04-02 索尼株式会社 Detection equipment, method and computer program
CN105100784A (en) * 2014-04-21 2015-11-25 展讯通信(上海)有限公司 Smoothness test method and device
CN104468916A (en) * 2014-10-24 2015-03-25 天津市康凯特软件科技有限公司 Test method based on cell phone response time
CN106021092A (en) * 2016-05-04 2016-10-12 北京小米移动软件有限公司 Method and device for determining starting duration of application program

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
GGP203: "自动化测试中的图片相似度,http://www.51testing.com/html/91/66291-805845.html", 《51TESTING软件测试网》 *

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019140880A1 (en) * 2018-01-22 2019-07-25 深圳壹账通智能科技有限公司 Screen recording method, computer readable storage medium, terminal apparatus, and device
CN108600668A (en) * 2018-03-27 2018-09-28 维沃移动通信有限公司 A kind of record screen frame per second method of adjustment and mobile terminal
CN108600668B (en) * 2018-03-27 2020-09-29 维沃移动通信有限公司 Screen recording frame rate adjusting method and mobile terminal
CN111028542A (en) * 2019-04-10 2020-04-17 泰州阿法光电科技有限公司 Customized object early warning control device
CN110177270A (en) * 2019-06-05 2019-08-27 北京字节跳动网络技术有限公司 Video head frame test method and device
CN113627534A (en) * 2021-08-11 2021-11-09 百度在线网络技术(北京)有限公司 Method and device for identifying type of dynamic image and electronic equipment
CN113824987A (en) * 2021-09-30 2021-12-21 杭州网易云音乐科技有限公司 Method, medium, device and computing equipment for determining time consumption of first frame of live broadcast room
CN113824987B (en) * 2021-09-30 2024-04-30 杭州网易云音乐科技有限公司 Method, medium, device and computing equipment for determining time consumption of first frame of live broadcasting room

Similar Documents

Publication Publication Date Title
CN106658119A (en) Video application testing method and apparatus
CN107515825B (en) Fluency testing method and device, storage medium and terminal
CN108322788B (en) Advertisement display method and device in live video
JP4934861B2 (en) Display system, display method, display effect measurement system, and display effect measurement method
US7184593B2 (en) Method and apparatus for detecting local features of video, and recording medium storing the method
CN107948640A (en) Video playing test method, device, electronic equipment and storage medium
KR20020025243A (en) Method and apparatus for tuning content of information presented to an audience
CN103718166A (en) Information processing apparatus, information processing method, and computer program product
CN105718861A (en) Method and device for identifying video streaming data category
CN107734352A (en) A kind of information determines method, apparatus and storage medium
CN108737885A (en) A kind of analysis Online Video plays the method and device of interim card
CN108475381A (en) The method and apparatus of performance for media content directly predicted
CN109831697A (en) The detection method and system of violation handling duration
CN113407436A (en) Play component compatibility detection method and device, computer equipment and storage medium
CN108921138A (en) Method and apparatus for generating information
CN108833935B (en) A kind of direct broadcasting room recommended method, device, equipment and storage medium
CN110322525B (en) Method and terminal for processing dynamic diagram
CN106815741A (en) A kind of advertisement placement method, device and electronic equipment
CN110324707A (en) A kind of video starts broadcasting time-consuming test method and device
CN110505512A (en) Played in full screen method, terminal device and computer readable storage medium
CN112055258A (en) Time delay testing method and device for loading live broadcast picture and electronic equipment
CN113923516B (en) Video processing method, device, equipment and storage medium based on deep learning model
CN112365507B (en) CT image processing method and device, storage medium and electronic equipment
CN104021068B (en) Terminal device method for testing performance and device
CN113408440A (en) Video data jam detection method, device, equipment and storage medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20170510