CN108744526A - A kind of technical ability main broadcaster user determines method, apparatus, equipment and storage medium - Google Patents
A kind of technical ability main broadcaster user determines method, apparatus, equipment and storage medium Download PDFInfo
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- CN108744526A CN108744526A CN201810501074.1A CN201810501074A CN108744526A CN 108744526 A CN108744526 A CN 108744526A CN 201810501074 A CN201810501074 A CN 201810501074A CN 108744526 A CN108744526 A CN 108744526A
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- main broadcaster
- broadcaster user
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Classifications
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
- A63F13/00—Video games, i.e. games using an electronically generated display having two or more dimensions
- A63F13/70—Game security or game management aspects
- A63F13/79—Game security or game management aspects involving player-related data, e.g. identities, accounts, preferences or play histories
- A63F13/798—Game security or game management aspects involving player-related data, e.g. identities, accounts, preferences or play histories for assessing skills or for ranking players, e.g. for generating a hall of fame
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
- A63F13/00—Video games, i.e. games using an electronically generated display having two or more dimensions
- A63F13/85—Providing additional services to players
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
- A63F2300/00—Features of games using an electronically generated display having two or more dimensions, e.g. on a television screen, showing representations related to the game
- A63F2300/50—Features of games using an electronically generated display having two or more dimensions, e.g. on a television screen, showing representations related to the game characterized by details of game servers
- A63F2300/55—Details of game data or player data management
- A63F2300/5546—Details of game data or player data management using player registration data, e.g. identification, account, preferences, game history
- A63F2300/558—Details of game data or player data management using player registration data, e.g. identification, account, preferences, game history by assessing the players' skills or ranking
Abstract
The embodiment of the invention discloses a kind of technical ability main broadcaster users to determine method, apparatus, equipment and storage medium.This method includes：The game live video data of main broadcaster user is obtained, analysis obtains end of match data；According to the game skill parameter of end of match data update main broadcaster user；According to game skill parameter corresponding at least two main broadcaster users, the main broadcaster user that game skill parameter is met to preset condition is determined as technical ability main broadcaster user, technical solution through the invention can classify to main broadcaster user, meet viewing demand of the user for different type main broadcaster.
Description
Technical field
The present embodiments relate to the information processing technologies more particularly to a kind of technical ability main broadcaster user to determine method, apparatus, sets
Standby and storage medium.
Background technology
With the expansion for the influence power of game of continuous evolution and live streaming platform of online game type, spectators for
The favorable rating of live video is growing day by day.The influence power and pouplarity of live video and main broadcaster have inseparable pass
Connection, live video promote competitive advantage by a large amount of, outstanding main broadcaster, in face of spectators hope and demand, how to have excavated skill
The potentiality main broadcaster of energy becomes live streaming industry problem in the urgent need to address.
As spectators increasingly value the technical ability of main broadcaster, superb technical ability becomes the necessary requirement of outstanding main broadcaster gradually.
Currently, the related data of gaming performance is typically stored in the server of game quotient, live streaming platform has no idea to be directly obtained；
And be all to go to assess by spectators' amount, viewing duration and present quantity etc. to the assessment of main broadcaster user, it can not be to game
The technical ability of main broadcaster carries out automatically and reasonably assessment in real time, and potential high-quality main broadcaster is caused to have no idea to recommend use in time
Family, and then viewing demand of the user for different types of main broadcaster cannot be met.
Invention content
A kind of technical ability main broadcaster user of offer of the embodiment of the present invention determines method, apparatus, equipment and storage medium, can be to master
Broadcasting user is classified, and viewing demand of the user for different type main broadcaster is met.
In a first aspect, an embodiment of the present invention provides a kind of technical ability main broadcaster users to determine method, including：
The game live video data of main broadcaster user is obtained, analysis obtains end of match data；
According to the game skill parameter of main broadcaster user described in the end of match data update；
According to game skill parameter corresponding at least two main broadcaster users, the game skill parameter is met pre-
If the main broadcaster user of condition is determined as technical ability main broadcaster user.
Second aspect, the embodiment of the present invention additionally provide a kind of technical ability main broadcaster user determining device, which includes：
Acquisition module, the game live video data for obtaining main broadcaster user, analysis obtain end of match data；
Update module, for the game skill parameter according to main broadcaster user described in the end of match data update；
Determining module, for basis game skill parameter corresponding at least two main broadcaster users, by the game
The main broadcaster user that technical ability parameter meets preset condition is determined as technical ability main broadcaster user.
The third aspect, the embodiment of the present invention additionally provide a kind of computer equipment, including memory, processor and are stored in
On memory and the computer program that can run on a processor, the processor are realized when executing described program as the present invention is real
It applies any technical ability main broadcaster user in example and determines method.
Fourth aspect, the embodiment of the present invention additionally provide a kind of computer readable storage medium, are stored thereon with computer
Program realizes that the technical ability main broadcaster user as described in any in the embodiment of the present invention determines method when the program is executed by processor.
The embodiment of the present invention passes through the game live video data of acquisition main broadcaster user, analysis acquisition end of match data；
According to the game skill parameter of end of match data update main broadcaster user；According to trip corresponding at least two main broadcaster users
Play technical ability parameter, the main broadcaster user that game skill parameter is met to preset condition are determined as technical ability main broadcaster user, can be to main broadcaster
User classifies, and meets viewing demand of the user for different type main broadcaster.
Description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below will be to needed in the embodiment attached
Figure is briefly described, it should be understood that the following drawings illustrates only certain embodiments of the present invention, therefore is not construed as pair
The restriction of range for those of ordinary skill in the art without creative efforts, can also be according to this
A little attached drawings obtain other relevant attached drawings.
Figure 1A is the flow chart that a kind of technical ability main broadcaster user in the embodiment of the present invention one determines method；
Figure 1B is the usage scenario figure that a kind of technical ability main broadcaster user in the embodiment of the present invention one determines method；
Fig. 2 is the flow chart that a kind of technical ability main broadcaster user in the embodiment of the present invention two determines method；
Fig. 3 is the flow chart that a kind of technical ability main broadcaster user in the embodiment of the present invention three determines method；
Fig. 4 is the flow chart that a kind of technical ability main broadcaster user in the embodiment of the present invention four determines method；
Fig. 5 is a kind of structural schematic diagram of technical ability main broadcaster user determining device in the embodiment of the present invention five；
Fig. 6 is a kind of structural schematic diagram of computer equipment in the embodiment of the present invention six.
Specific implementation mode
The present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining the present invention rather than limitation of the invention.It also should be noted that in order to just
Only the parts related to the present invention are shown in description, attached drawing rather than entire infrastructure.
It should be noted that：Similar label and letter indicate similar terms in following attached drawing, therefore, once a certain Xiang Yi
It is defined, then it further need not be defined and explained in subsequent attached drawing in a attached drawing.Meanwhile the present invention's
In description, term " first ", " second " etc. are only used for distinguishing description, are not understood to indicate or imply relative importance.
Embodiment one
Figure 1A is the flow chart that a kind of technical ability main broadcaster user that the embodiment of the present invention one provides determines method, and the present embodiment can
Suitable for the situation that technical ability main broadcaster user determines, the dress that this method can be determined by the technical ability main broadcaster user in the embodiment of the present invention
It sets to execute, which can be used software and/or the mode of hardware is realized, as shown in Figure 1A, this method specifically includes following step
Suddenly：
S110, obtains the game live video data of main broadcaster user, and analysis obtains end of match data.
Wherein, the main broadcaster user is the main broadcaster user being broadcast live in platform, and the main broadcaster user is at least one.
Wherein, the game class can play for survival, such as can be that danger spot is sought survival, and the game may be other
Class of racing game, such as can be king's honor, the embodiment of the present invention is not limited type of play.
Wherein, the game live video data is games video data when main broadcasting user is broadcast live.
Wherein, main broadcaster user may be more than likely complete more innings of game when being broadcast live, such as can be that main broadcaster user exists
When being broadcast live, first start one innings of game, after game over, starts another innings of game, and so on, until live streaming
Terminate.
Wherein, the end of match data refer to the data after often setting out.Such as can be, if game is
Danger spot is sought survival, then end of match data are：Single 3rd, eliminate 8 players, reward+777, ranking reward+648, output reward+
58, reward+71 and injury 616 etc. are eliminated.
Specifically, obtaining the game live video data of main broadcaster user, the mode that analysis obtains end of match data can be with
It is end of match image for first determining present image, then obtains end of match data；Or acquisition main broadcaster user is corresponding
Data in live video in the corresponding image of each frame, identify end of match data, the embodiment of the present invention is to obtaining from data
The mode of end of match data is taken to be not limited.
Optionally, the end of match data include：Ranking eliminates players number, reward value, economic value and dead number
At least one of.
Wherein, the ranking can be war team seniority among brothers and sisters, or individual's seniority among brothers and sisters, the embodiment of the present invention is to this without limit
System.
Wherein, the superseded players number can be the quantity of other players of player's kill, or when user's death
The players number being eliminated, it is not limited by the embodiments of the present invention.
Wherein, the performance of the reward value and player in gaming is related, the computational methods present invention of specific reward value
Embodiment is not limited.
Wherein, the economic value can be the economic value that user gets in playing when preceding switch, or user
The total economic value of excessive office's game so far is played, it is not limited by the embodiments of the present invention.
Wherein, the dead number is determined according to game, such as can be, if game is sought survival for danger spot, dead number
It it is 1 time, if game is king's honor, dead number is at least 1 time.
S120, according to the game skill parameter of end of match data update main broadcaster user.
Specifically, the game skill parameter carries out more according to the end of match data after the completion of each office of main broadcaster user
Newly, such as can be, if former game skill parameter is A, after main broadcaster user terminates one innings of game, to get end of match
Data B obtains new game skill parameter C then according to the end of match data former game skill parameter A of B updates.
Optionally, the game skill parameter includes：The murder number of main broadcaster user, the death toll of main broadcaster user, Zhu Boyong
Probability that the secondary attack at family, main broadcaster user win in live streaming, high-quality office's accounting at least one of roll innings accounting.
Optionally, include according to the game skill parameter of main broadcaster user described in the end of match data update：
According to the murder number of the end of match data update main broadcaster user, the death toll of main broadcaster user, main broadcaster user
At least one of the probability that secondary attack, main broadcaster user win in live streaming；
And/or
If the end of match data of all players of war team are fought with other side where main broadcaster user in the end of match data
The difference of the end of match data of all players of team is more than first threshold, it is determined that the end of match data are one innings corresponding
Game is to roll office；
The ratio for the total game inning completed according to the quantity for rolling office and main broadcaster user updates the main broadcaster and uses
Roll an innings accounting in family；
And/or
If the match of all players in addition to main broadcaster user of war team where main broadcaster user in the end of match data
Terminate the fight difference of end of match data of all players of team of data and other side and is less than second threshold, and the main broadcaster user
End of match data and the difference of the average value of the end of match data of all players to other side's war team are more than third threshold value, then
Determining that the corresponding one innings of game of the end of match data is high-quality office, wherein the third threshold value is more than the first threshold,
The first threshold is more than the second threshold.
Wherein, the first threshold, second threshold and third threshold value are default, can be according to the type definition of game
Different threshold values, it is not limited by the embodiments of the present invention.
Wherein, the murder refers to that the opponent's quantity killed during main broadcaster user plays at least one innings, death refer to
Main broadcaster user's number dead in playing at least one innings, the definition of secondary attack, which is to aid in, hits senilicide kill enemy, such as can be,
Someone is assumed to be A, and it is whose to come to harm for the last time before A dies, that is exactly what who was killed naturally, he it is dead first five
In second, it is assumed that there are two people, B and C to cause injury (day selects, and the injury for the technical ability such as bleed also is calculated) or to his success to him
It cursed, that B and C are exactly to assist.Certainly, if in this five seconds, other than kill his people, he is damaged or is cursed
The people of incantation is more than three, that just only calculates the last three artificial secondary attacks for damaging or cursing to him.When i.e. everyone is killed, most
It will appear three secondary attacks more.If he is damaged or is cursed without other people in five seconds before he is dead, that is not just helped
It attacks.
Wherein, game number that the probability that main broadcaster user wins in live streaming is won in live streaming process according to main broadcaster and total
End game number ratio.
Wherein, the high-quality office can be that player's number of live streaming user's kill is more than one innings of game of a certain setting value,
Or the player's number survived when live streaming user's death is less than one innings of game of a certain setting value, can also be live streaming user
The accuracy of kill is higher than one innings of game of a certain setting value, and it is not limited by the embodiments of the present invention.
Wherein, the office that rolls can be that in the case that live streaming user participates in group's war, the end of match data of user are broadcast live
Higher than the end of match data of other teammates, and the end of match data of other teammates are less than one innings of game of a certain setting value,
Or in the case of user and opponent's war of resistance, the end of match data of user are far above one innings of game of opponent, such as can
To be, in a certain office's game, live streaming user's kill number is 50 people, the kill number of other teammates is 3 people altogether, then this office plays
To roll office；Alternatively, in one innings of game, the reward value that user is broadcast live is 800, and the reward value of opponent is 20, then this office game is
Roll office.
Specifically, high-quality office's accounting refers to the ratio for the game inning that the quantity of high-quality office carries out in total with main broadcaster user
Value rolls the ratio for the game inning that innings accounting refers to that the quantity for rolling office carries out in total with main broadcaster user.
Wherein, in game DOTA, LOL and hero of newerth, KDA (KILL, DEATH, ASSIST, murder,
Dead, secondary attack) calculation be (murder+secondary attack)/dead, indicates to murder with KD RATIO (KDR) usually and pair of death
Than.
S130 meets game skill parameter according to game skill parameter corresponding at least two main broadcaster users
The main broadcaster user of preset condition is determined as technical ability main broadcaster user.
Wherein, the corresponding game skill parameter of at least two main broadcaster users in live streaming platform is obtained, such as can be,
The corresponding game skill parameter Q of main broadcaster user A are obtained, the corresponding game skill parameter W of main broadcaster user B are obtained.
Wherein, the technical ability main broadcaster user refers to the higher main broadcaster user of game skill.
Wherein, the preset condition can be preset condition, such as can be, if the corresponding trips of main broadcaster user A
It is 65% that technical ability parameter of playing, which is murder rate, and preset condition is：Murder rate is more than 55%, then game skill parameter is that murder rate is
65% meets preset condition more than 55%, it is determined that main broadcaster user A is technical ability main broadcaster user.
Specifically, it is 65% that the corresponding game skill parameters of main broadcaster user A, which are murder rate, the corresponding game of main broadcaster user B
Technical ability parameter is that murder rate is 70%, preset condition is：Murder rate is more than 55%, and murder rate is more than 55% for 65%, murder rate
It is more than 55% for 70%, then main broadcaster user A is determined as technical ability main broadcaster user, main broadcaster user B is determined as technical ability main broadcaster user.
Optionally, in basis game skill parameter corresponding at least two main broadcaster users, by the game skill
The main broadcaster user that parameter meets preset condition is determined as after technical ability main broadcaster user, further includes：
In user list is broadcast live, the technical ability main broadcaster user is labeled；And/or
The weight order of direct broadcasting room is updated according to the technical ability main broadcaster user, and according to the weight order, is shown
Show direct broadcasting room list.
Wherein, the mark can be the corresponding direct broadcasting room display location of technical ability main broadcaster user in user list is broadcast live
Upper addition text information, or in user list is broadcast live, technical ability main broadcaster user adds on corresponding direct broadcasting room display location
Graphical information, the embodiment of the present invention is added to be not limited the concrete form of mark.
Specifically, determining technical ability main broadcaster user is labeled in user list is broadcast live, Figure 1B is a kind of technical ability master
Broadcasting user determines the usage scenario figure of method, and as shown in Figure 1B, C main broadcaster is confirmed as technical ability main broadcaster user, then by C main broadcaster user
It is labeled as technical ability main broadcaster in user list is broadcast live.
Specifically, be updated to the weight order of direct broadcasting room according to determining technical ability main broadcaster user, and according to update after
Weight order, show direct broadcasting room list, such as can be determine main broadcaster user A be technical ability main broadcaster user, the row of former direct broadcasting room
Sequence weight is that the weight of main broadcasting user C is more than the weight of main broadcaster user B, and the weight of main broadcaster user B is more than the weight of main broadcaster A, then
It is technical ability main broadcaster user according to main broadcaster user A, the weight that the weight order for updating direct broadcasting room is main broadcasting user A is more than main broadcaster user
The weight of C, the weight of main broadcaster user C are more than the weight of main broadcaster user B, then show that direct broadcasting room list is followed successively by from top to bottom：It is main
The corresponding direct broadcasting rooms of broadcasting user A, the corresponding direct broadcasting rooms of main broadcaster user C, the corresponding direct broadcasting rooms of main broadcaster user B.
The technical solution of the present embodiment, by obtaining the game live video data of main broadcaster user, analysis obtains match knot
Beam data；According to the game skill parameter of end of match data update main broadcaster user；Distinguish according to at least two main broadcaster users
Corresponding game skill parameter, the main broadcaster user that game skill parameter is met to preset condition are determined as technical ability main broadcaster user, energy
It is enough to classify to main broadcaster user, meet viewing demand of the user for different type main broadcaster.
Embodiment two
Fig. 2 is that a kind of technical ability main broadcaster user in the embodiment of the present invention two determines the flow chart of method, more than the present embodiment
It states and optimizes based on embodiment, in the present embodiment, obtain the game live video data of main broadcaster user, analysis obtains ratio
Match terminates data：Obtain the game live video data of the main broadcaster user；Detect the game live video data pair
The gray value of pixel in each frame answered；The gray value for obtaining mean pixel point is less than the frame of first threshold, is determined as mesh
Mark frame；At least one disassociation frame after the target frame and the target frame is analyzed, the end of match data are obtained.
As shown in Fig. 2, the method for the present embodiment specifically comprises the following steps：
S210 obtains the game live video data of main broadcaster user.
Wherein, the game live video data is that main broadcasting user completes each innings of corresponding video data of playing.
Specifically, obtain main broadcaster user completes each innings of corresponding video data of playing in direct broadcasting room.
S220 detects the gray value of the pixel in the corresponding each frame of game live video data.
Wherein, the acquisition modes of the gray value of pixel can be colored to the corresponding each frame of game live video data
Image is converted into gray level image, then obtains the gray value of the pixel in gray level image.
Wherein, the gray value refers to the color depth at gray level image midpoint, and for range generally from 0 to 255, white is 255, black
Color is 0.
Specifically, the corresponding each frame of the live video data that will play is converted to gray level image, detect in gray level image
The gray value of all pixels point.
S230, the gray value for obtaining mean pixel point are less than the frame of first threshold, are determined as target frame.
Wherein, the gray value of all pixels point in gray level image is obtained, and calculates the gray value of mean pixel point,
In, calculate mean pixel point gray value can by image the gray value of all pixels point and divided by image in pixel
The total number of point.
Wherein, the first threshold can be a certain gray value that system is set in advance, or in game process
The minimum value of the gray value of the corresponding mean pixel point of video data.
Specifically, it is generally the case that after one innings of game over, such as failure game or player's death, then it can will swim
Play interface is converted to the low interface of pixel of interface more ongoing than normal game, that is to say, that is passed through
Judge the magnitude relationship of the gray value and first threshold of mean pixel point, so that it may whether to judge going game live video data
Interface after corresponding game over for example can be, danger spot is sought survival computerized version game, after player's death, game over,
Show end of match data, for current game interface compared to the interface in game process, current game interface is corresponding flat
The gray value of equal pixel is more than first threshold.
S240 analyzes at least one disassociation frame after target frame and target frame, obtains end of match data.
Wherein, at least one disassociation frame after the target frame can be the next frame of target frame, or target
The frame for all having result of the match data identical as target frame after frame, such as can be, if game is the mobile phone version that danger spot is sought survival,
Then after player's death, it may appear that carry target frame (the target frame carrying of end of match data：Single 3rd, 8 players, prize are eliminated
Encourage+777), and the frame after target frame also carries the (frame carrying after target frame of end of match data：One, eliminate 8,
Injury is 616).
Specifically, by least one disassociation frame after analysis target frame and target frame, obtains main broadcaster user and terminate one
The end of match data of office's game.
S250, according to the game skill parameter of end of match data update main broadcaster user.
S260 meets game skill parameter according to game skill parameter corresponding at least two main broadcaster users
The main broadcaster user of preset condition is determined as technical ability main broadcaster user.
The technical solution of the present embodiment, by obtaining the game live video data of main broadcaster user, detection game live streaming regards
Frequency obtains frame of the gray value less than first threshold of mean pixel point according to the gray value of the pixel in corresponding each frame,
It is determined as target frame, analyzes at least one disassociation frame after target frame and target frame, obtains end of match data；According to match
Terminate the game skill parameter of data update main broadcaster user；Joined according to game skill corresponding at least two main broadcaster users
Number, the main broadcaster user that game skill parameter is met to preset condition are determined as technical ability main broadcaster user, terminate one innings in main broadcaster user
After game, the end of match data for one innings of game that main broadcaster user terminates are obtained, can be classified to main broadcaster user, are met
Viewing demand of the user for different type main broadcaster.
Embodiment three
Fig. 3 is that a kind of technical ability main broadcaster user in the embodiment of the present invention three determines the flow chart of method, more than the present embodiment
It states and optimizes based on embodiment, in the present embodiment, obtain the game live video data of main broadcaster user, analysis obtains ratio
Match terminates data：Obtain the game live video data of main broadcaster user；It is corresponding to detect the game live video data
The survival number information of predeterminated position in each frame；The frame that survival number information is less than second threshold is obtained, is determined as originating
Frame；The frame after the start frame is analyzed, until getting end of match data.
As shown in figure 3, the method for the present embodiment specifically comprises the following steps：
S310 obtains the game live video data of main broadcaster user.
S320 detects the survival number information of the predeterminated position in the corresponding each frame of game live video data.
Wherein, the predeterminated position is related with type of play, such as the game is sought survival for danger spot, then predeterminated position is trip
The upper right comer region at play interface.
Wherein, the information of the survival number can be obtained directly from the game live video data, can also basis
Live video data of playing obtains and the survival relevant information of number, and survival number information is extrapolated further according to relevant information, this
Inventive embodiments are not limited the acquisition modes for number information of surviving.
Specifically, can the display location of survival number first be obtained according to first frame, such as can be, by analyzing main broadcaster
The game live video data of user obtains the first frame in game live video data, and analyzes first frame, obtains survival people
Number information, and the display location of survival number information is recorded, later to that in the analytic process of games video data, then can select
The display location region of the analysis survival number information of selecting property, saves the time for obtaining survival number information.
S330 obtains the frame that survival number information is less than second threshold, is determined as start frame.
Wherein, the second threshold is related with game, such as plays and seek survival for danger spot, then second threshold can be 40 people,
That is, when the number of survival is 40 people, the possibility of player's death is larger.By the above-mentioned means, need not be frame by frame
It compares, after determining the game process close to player's death, then game live video data later is handled, Neng Goujie
The processing time to live video data of playing is saved, end of match data are more fast and effectively obtained.
Specifically, when number information of surviving is less than second threshold, obtains survival number information and be less than second threshold
Frame, be determined as start frame.
S340 analyzes the frame after start frame, until getting end of match data.
Wherein, the mode for analyzing the frame after start frame can be the frame after being analyzed one by one since start frame, also may be used
Think the frame being spaced since start frame after setting time analysis.
Specifically, the frame after analysis start frame, until getting main broadcaster user terminates the end of match after one innings of game
Data.
S350, according to the game skill parameter of end of match data update main broadcaster user.
S360 meets game skill parameter according to game skill parameter corresponding at least two main broadcaster users
The main broadcaster user of preset condition is determined as technical ability main broadcaster user.
The technical solution of the present embodiment, by the game live video data for obtaining main broadcaster user；Detection game live streaming regards
Frequency according to the predeterminated position in corresponding each frame survival number information；It obtains survival number information and is less than second threshold
Frame is determined as start frame；The frame after start frame is analyzed, until getting end of match data；More according to end of match data
The game skill parameter of new main broadcaster user；According to game skill parameter corresponding at least two main broadcaster users, will play
The main broadcaster user that technical ability parameter meets preset condition is determined as technical ability main broadcaster user, aforesaid way through the embodiment of the present invention,
The analysis time to live video data of playing can be saved, faster obtains end of match data, and then can be to main broadcaster
User classifies, and meets viewing demand of the user for different type main broadcaster.
Example IV
Fig. 4 is that a kind of technical ability main broadcaster user in the embodiment of the present invention four determines the flow chart of method, more than the present embodiment
It states and optimizes based on embodiment, in the present embodiment, obtain the game live video data of main broadcaster user, analysis obtains ratio
Match terminates data：Obtain the game live video data of main broadcaster user；It is corresponding to detect the game live video data
The temporal information of predeterminated position in each frame；The frame that temporal information is more than third threshold value is obtained, start frame is determined as；Analysis institute
The frame after start frame is stated, until getting end of match data.
As shown in figure 4, the method for the present embodiment specifically comprises the following steps：
S410 obtains the game live video data of main broadcaster user.
S420 detects the temporal information of the predeterminated position in the corresponding each frame of game live video data.
Wherein, the predeterminated position is related with type of play, if for example, type of play be king's honor, predeterminated position
For the coboundary region of interface.
Wherein, the temporal information be game duration, that is to say, that since one innings play to going game into
Journey duration.
Specifically, can the display location of temporal information first be obtained according to first frame, such as can be, by analyzing main broadcaster
The game live video data of user obtains the first frame in game live video data, and analyzes first frame, obtains time letter
Breath, and the display location of recording time information, later to play live video data analytic process in, then can be selective
Analysis time information display location region, save obtain temporal information time.
S430 obtains the frame that temporal information is more than third threshold value, is determined as start frame.
Wherein, the third threshold value is related with game, such as game is king's honor, then third threshold value can be 10 points
Clock, that is to say, that when temporal information is 10 minutes, the possibility of game over is larger.By the above-mentioned means, not needing
It compares, is handled close to after game over, then to game live video data later determining frame by frame, can be saved to trip
The processing time of play live video data, more fast and effectively obtain end of match data.
Specifically, when temporal information is more than third threshold value, the frame that temporal information is more than third threshold value is obtained, is determined
For start frame.
S440 analyzes the frame after start frame, until getting end of match data.
Wherein, the mode for analyzing the frame after start frame can be the frame after being analyzed one by one since start frame, also may be used
Think the frame being spaced since start frame after setting time analysis.
Specifically, the frame after analysis start frame, until getting main broadcaster user terminates the end of match after one innings of game
Data.
S450, according to the game skill parameter of end of match data update main broadcaster user.
S460 meets game skill parameter according to game skill parameter corresponding at least two main broadcaster users
The main broadcaster user of preset condition is determined as technical ability main broadcaster user.
The technical solution of the present embodiment, by the game live video data for obtaining main broadcaster user；Detection game live streaming regards
Frequency according to the predeterminated position in corresponding each frame temporal information；The frame that temporal information is more than third threshold value is obtained, is determined as
Start frame；The frame after start frame is analyzed, until getting end of match data；According to end of match data update main broadcaster user
Game skill parameter；According to game skill parameter corresponding at least two main broadcaster users, game skill parameter is expired
The main broadcaster user of sufficient preset condition is determined as technical ability main broadcaster user, can save the analysis time to live video data of playing,
End of match data are faster obtained, and then can be classified to main broadcaster user, meet user for different type main broadcaster
Viewing demand.
Embodiment five
Fig. 5 is a kind of structural schematic diagram for technical ability main broadcaster user determining device that the embodiment of the present invention five provides.This implementation
Example is applicable to the situation of technical ability main broadcaster user determination, which can be used software and/or the mode of hardware is realized, which can
It is integrated in the equipment for the function that any offer technical ability main broadcaster user determines, as shown in figure 5, what the technical ability main broadcaster user determined
Device specifically includes：Acquisition module 510, update module 520 and determining module 530.
Wherein, acquisition module 510, the game live video data for obtaining main broadcaster user, analysis obtain end of match
Data；
Update module 520, for the game skill parameter according to main broadcaster user described in the end of match data update；
Determining module 530, for basis game skill parameter corresponding at least two main broadcaster users, by the trip
The main broadcaster user that play technical ability parameter meets preset condition is determined as technical ability main broadcaster user.
The technical solution of the present embodiment, by obtaining the game live video data of main broadcaster user, analysis obtains match knot
Beam data；According to the game skill parameter of end of match data update main broadcaster user；Distinguish according to at least two main broadcaster users
Corresponding game skill parameter, the main broadcaster user that game skill parameter is met to preset condition are determined as technical ability main broadcaster user, energy
It is enough to classify to main broadcaster user, meet viewing demand of the user for different type main broadcaster.
Optionally, the end of match data include：Ranking eliminates players number, reward value, economic value and dead number
At least one of.
Optionally, the update module is specifically used for：
According to the murder number of the end of match data update main broadcaster user, the death toll of main broadcaster user, main broadcaster user
At least one of the probability that secondary attack, main broadcaster user win in live streaming；
And/or
If the end of match data of all players of war team are fought with other side where main broadcaster user in the end of match data
The difference of the end of match data of all players of team is more than first threshold, it is determined that the end of match data are one innings corresponding
Game is to roll office；
The ratio for the total game inning completed according to the quantity for rolling office and main broadcaster user updates the main broadcaster and uses
Roll an innings accounting in family；
And/or
If the match of all players in addition to main broadcaster user of war team where main broadcaster user in the end of match data
Terminate the fight difference of end of match data of all players of team of data and other side and is less than second threshold, and the main broadcaster user
End of match data and the difference of the average value of the end of match data of all players to other side's war team are more than third threshold value, then
Determining that the corresponding one innings of game of the end of match data is high-quality office, wherein the third threshold value is more than the first threshold,
The first threshold is more than the second threshold.
Optionally, the acquisition module is specifically used for：
Obtain the game live video data of the main broadcaster user；
Detect the gray value of the pixel in the corresponding each frame of the game live video data；
The gray value for obtaining mean pixel point is less than the frame of first threshold, is determined as target frame；
At least one disassociation frame after the target frame and the target frame is analyzed, the end of match data are obtained.
Optionally, the acquisition module is specifically used for：
Obtain the game live video data of main broadcaster user；
Detect the survival number information of the predeterminated position in the corresponding each frame of the game live video data；
The frame that survival number information is less than second threshold is obtained, start frame is determined as；
The frame after the start frame is analyzed, until getting end of match data.
Optionally, the acquisition module is specifically used for：
Obtain the game live video data of main broadcaster user；
Detect the temporal information of the predeterminated position in the corresponding each frame of the game live video data；
The frame that temporal information is more than third threshold value is obtained, start frame is determined as；
The frame after the start frame is analyzed, until getting end of match data.
Optionally, further include：
Labeling module, in user list is broadcast live, the technical ability main broadcaster user to be labeled；And/or
Update module, for being updated to the weight order of direct broadcasting room according to the technical ability main broadcaster user, and according to institute
Weight order is stated, shows direct broadcasting room list.
The said goods can perform the method that any embodiment of the present invention is provided, and have the corresponding function module of execution method
And advantageous effect.
Embodiment six
Fig. 6 is a kind of structural schematic diagram of computer equipment in the embodiment of the present invention six.Fig. 6 shows real suitable for being used for
The block diagram of the exemplary computer device 12 of existing embodiment of the present invention.The computer equipment 12 that Fig. 6 is shown is only one and shows
Example, should not bring any restrictions to the function and use scope of the embodiment of the present invention.
As shown in fig. 6, computer equipment 12 is showed in the form of universal computing device.The component of computer equipment 12 can be with
Including but not limited to：One or more processor or processing unit 16, system storage 28 connect different system component
The bus 18 of (including system storage 28 and processing unit 16).
Bus 18 indicates one or more in a few class bus structures, including memory bus or Memory Controller,
Peripheral bus, graphics acceleration port, processor or the local bus using the arbitrary bus structures in a variety of bus structures.It lifts
For example, these architectures include but not limited to industry standard architecture (ISA) bus, microchannel architecture (MAC)
Bus, enhanced isa bus, Video Electronics Standards Association (VESA) local bus and peripheral component interconnection (PCI) bus.
Computer equipment 12 typically comprises a variety of computer system readable media.These media can be it is any can be by
The usable medium that computer equipment 12 accesses, including volatile and non-volatile media, moveable and immovable medium.
System storage 28 may include the computer system readable media of form of volatile memory, such as arbitrary access
Memory (RAM) 30 and/or cache memory 32.Computer equipment 12 may further include it is other it is removable/can not
Mobile, volatile/non-volatile computer system storage medium.Only as an example, storage system 34 can be used for reading and writing not
Movably, non-volatile magnetic media (Fig. 6 do not show, commonly referred to as " hard disk drive ").It, can be with although being not shown in Fig. 6
It provides for the disc driver to moving non-volatile magnetic disk (such as " floppy disk ") read-write, and to removable non-volatile
The CD drive of CD (such as CD-ROM, DVD-ROM or other optical mediums) read-write.In these cases, each driving
Device can be connected by one or more data media interfaces with bus 18.Memory 28 may include at least one program production
There is one group of (for example, at least one) program module, these program modules to be configured to perform of the invention each for product, the program product
The function of embodiment.
Program/utility 40 with one group of (at least one) program module 42 can be stored in such as memory 28
In, such program module 42 includes --- but being not limited to --- operating system, one or more application program, other programs
Module and program data may include the realization of network environment in each or certain combination in these examples.Program mould
Block 42 usually executes function and/or method in embodiment described in the invention.
Computer equipment 12 can also be with one or more external equipments 14 (such as keyboard, sensing equipment, display 24
Deng) communication, can also be enabled a user to one or more equipment interact with the computer equipment 12 communicate, and/or with make
The computer equipment 12 any equipment (such as network interface card, the modulatedemodulate that can be communicated with one or more of the other computing device
Adjust device etc.) communication.This communication can be carried out by input/output (I/O) interface 22.In addition, the calculating in the present embodiment
Machine equipment 12, display 24 exist not as independent individual, but in embedded minute surface, it is not aobvious in the display surface of display 24
When showing, the display surface of display 24 visually combines together with minute surface.Also, computer equipment 12 can also be suitable by network
Orchestration 20 and one or more network (such as LAN (LAN), wide area network (WAN) and/or public network, such as internet)
Communication.As shown, network adapter 20 is communicated by bus 18 with other modules of computer equipment 12.It should be understood that the greatest extent
Pipe is not shown in figure, and other hardware and/or software module can be used in conjunction with computer equipment 12, including but not limited to：Micro- generation
Code, device driver, redundant processing unit, external disk drive array, RAID system, tape drive and data backup are deposited
Storage system etc..
Processing unit 16 is stored in program in system storage 28 by operation, to perform various functions application and
Data processing, such as realize that the technical ability main broadcaster user that the embodiment of the present invention is provided determines method：Obtain the game of main broadcaster user
Live video data, analysis obtain end of match data；According to the game of main broadcaster user described in the end of match data update
Technical ability parameter；According to game skill parameter corresponding at least two main broadcaster users, the game skill parameter is met
The main broadcaster user of preset condition is determined as technical ability main broadcaster user.
Embodiment seven
The embodiment of the present invention seven provides a kind of computer readable storage medium, is stored thereon with computer program, the journey
Realize that the technical ability main broadcaster user provided such as all inventive embodiments of the application determines method when sequence is executed by processor：Obtain main broadcaster
The game live video data of user, analysis obtain end of match data；According to main broadcaster described in the end of match data update
The game skill parameter of user；According to game skill parameter corresponding at least two main broadcaster users, by the game skill
The main broadcaster user that energy parameter meets preset condition is determined as technical ability main broadcaster user.
The arbitrary combination of one or more computer-readable media may be used.Computer-readable medium can be calculated
Machine readable signal medium or computer readable storage medium.Computer readable storage medium for example can be --- but it is unlimited
In --- electricity, system, device or the device of magnetic, optical, electromagnetic, infrared ray or semiconductor, or the arbitrary above combination.It calculates
The more specific example (non exhaustive list) of machine readable storage medium storing program for executing includes：Electrical connection with one or more conducting wires, just
It takes formula computer disk, hard disk, random access memory (RAM), read-only memory (ROM), erasable type and may be programmed read-only storage
Device (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-ROM), light storage device, magnetic memory device,
Or above-mentioned any appropriate combination.In this document, can be any include computer readable storage medium or storage journey
The tangible medium of sequence, the program can be commanded the either device use or in connection of execution system, device.
Computer-readable signal media may include in a base band or as the data-signal that a carrier wave part is propagated,
Wherein carry computer-readable program code.Diversified forms may be used in the data-signal of this propagation, including --- but
It is not limited to --- electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be
Any computer-readable medium other than computer readable storage medium, which can send, propagate or
Transmission for by instruction execution system, device either device use or program in connection.
The program code for including on computer-readable medium can transmit with any suitable medium, including --- but it is unlimited
In --- wireless, electric wire, optical cable, RF etc. or above-mentioned any appropriate combination.
It can be write with one or more programming languages or combinations thereof for executing the computer that operates of the present invention
Program code, described program design language include object oriented program language-such as Java, Smalltalk, C++,
Further include conventional procedural programming language-such as " C " language or similar programming language.Program code can be with
It fully executes, partly execute on the user computer on the user computer, being executed as an independent software package, portion
Divide and partly executes or executed on a remote computer or server completely on the remote computer on the user computer.?
Be related in the situation of remote computer, remote computer can pass through the network of any kind --- including LAN (LAN) or
Wide area network (WAN)-be connected to subscriber computer, or, it may be connected to outer computer (such as carried using Internet service
It is connected by internet for quotient).
Note that above are only presently preferred embodiments of the present invention and institute's application technology principle.It will be appreciated by those skilled in the art that
The present invention is not limited to specific embodiments described here, can carry out for a person skilled in the art it is various it is apparent variation,
It readjusts and substitutes without departing from protection scope of the present invention.Therefore, although being carried out to the present invention by above example
It is described in further detail, but the present invention is not limited only to above example, without departing from the inventive concept, also
May include other more equivalent embodiments, and the scope of the present invention is determined by scope of the appended claims.
Claims (10)
1. a kind of technical ability main broadcaster user determines method, which is characterized in that including：
The game live video data of main broadcaster user is obtained, analysis obtains end of match data；
According to the game skill parameter of main broadcaster user described in the end of match data update；
According to game skill parameter corresponding at least two main broadcaster users, the game skill parameter is met and presets item
The main broadcaster user of part is determined as technical ability main broadcaster user.
2. according to the method described in claim 1, it is characterized in that, the end of match data include：Ranking eliminates player
At least one of number, reward value, economic value and dead number.
3. method according to claim 1 or 2, which is characterized in that according to main broadcaster described in the end of match data update
The game skill parameter of user includes：
According to the murder number of the end of match data update main broadcaster user, the death toll of main broadcaster user, main broadcaster user secondary attack,
At least one of the probability that main broadcaster user wins in live streaming；
And/or
If the end of match data of all players of war team where main broadcaster user and other side's war team in the end of match data
The difference of the end of match data of all players is more than first threshold, it is determined that the corresponding one innings of game of the end of match data
To roll office；
The ratio for the total game inning completed according to the quantity for rolling office and main broadcaster user updates the main broadcaster user's
Roll an innings accounting；
And/or
If the end of match of all players in addition to main broadcaster user of war team where main broadcaster user in the end of match data
The difference of data and the end of match data of all players of other side's war team is less than second threshold, and the match of the main broadcaster user
Terminate data and the difference of the average value of the end of match data of all players to other side's war team be more than third threshold value, it is determined that
The corresponding one innings of game of the end of match data is high-quality office, wherein the third threshold value is more than the first threshold, described
First threshold is more than the second threshold.
4. according to the method described in claim 1, it is characterized in that, the game live video data of acquisition main broadcaster user, analysis
Obtaining end of match data includes：
Obtain the game live video data of the main broadcaster user；
Detect the gray value of the pixel in the corresponding each frame of the game live video data；
The gray value for obtaining mean pixel point is less than the frame of first threshold, is determined as target frame；
At least one disassociation frame after the target frame and the target frame is analyzed, the end of match data are obtained.
5. according to the method described in claim 1, it is characterized in that, the game live video data of acquisition main broadcaster user, analysis
Obtaining end of match data includes：
Obtain the game live video data of the main broadcaster user；
Detect the survival number information of the predeterminated position in the corresponding each frame of the game live video data；
The frame that survival number information is less than second threshold is obtained, start frame is determined as；
The frame after the start frame is analyzed, until getting end of match data.
6. according to the method described in claim 1, it is characterized in that, the game live video data of acquisition main broadcaster user, analysis
Obtaining end of match data includes：
Obtain the game live video data of the main broadcaster user；
Detect the temporal information of the predeterminated position in the corresponding each frame of the game live video data；
The frame that temporal information is more than third threshold value is obtained, start frame is determined as；
The frame after the start frame is analyzed, until getting end of match data.
7. according to the method described in claim 1, it is characterized in that, according to trip corresponding at least two main broadcaster users
Play technical ability parameter, after the main broadcaster user that the game skill parameter meets preset condition is determined as technical ability main broadcaster user, also
Including：
In user list is broadcast live, the technical ability main broadcaster user is labeled；And/or
The weight order of direct broadcasting room is updated according to the technical ability main broadcaster user, and according to the weight order, display is straight
Broadcast a list.
8. a kind of technical ability main broadcaster user determining device, which is characterized in that including：
Acquisition module, the game live video data for obtaining main broadcaster user, analysis obtain end of match data；
Update module, for the game skill parameter according to main broadcaster user described in the end of match data update；
Determining module, for basis game skill parameter corresponding at least two main broadcaster users, by the game skill
The main broadcaster user that parameter meets preset condition is determined as technical ability main broadcaster user.
9. a kind of computer equipment, including memory, processor and storage are on a memory and the meter that can run on a processor
Calculation machine program, which is characterized in that the processor realizes the side as described in any in claim 1-7 when executing described program
Method.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is by processor
The method as described in any in claim 1-7 is realized when execution.
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