CN109710806A - The method for visualizing and system of football match data - Google Patents
The method for visualizing and system of football match data Download PDFInfo
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Abstract
The present invention discloses the method for visualizing and system of a kind of football match data, so that football match data combine realization visualization effect with corresponding video clip, so that football match data have readable, visual, intelligible feature.This method comprises: obtaining multiple event informations from match video, the XML file and flag event title of each event information are made as unit of T time；Multiple football indexs are set according to soccer rule, every football index is generated into event group with dependent event name-matches respectively and merges production XML composition file；To each football index in match video using T time as unit editing video clip, and each video clip is matched with the parsing result of corresponding XML composition file, gives each video clip and corresponding event information matches a broadcast path；According to football index manufacturing technology statistical graph, and in the broadcast path of football index corresponding video segment.The system includes the method that above-mentioned technical proposal is mentioned.
Description
Technical field
The present invention relates to the method for visualizing of data visualization technique field more particularly to a kind of football match data and it is
System.
Background technique
Existing football match data analysis is mainly showed by technique chart mode, and user can be according to technique chart
The technical parameter of acquisition of information both sides, for example, scoring, breaking the rules, grabbing, offside number etc., it is clear that existing football match number
According to analysis method due to that user can not be caused intuitive by technical parameter in conjunction with corresponding match video clip
Corresponding video clip is watched, so that football match data do not have readable, visual, intelligible feature, affects user
Obtain the experience of football match data.
Summary of the invention
The purpose of the present invention is to provide the method for visualizing and system of a kind of football match data, so that football match number
Combine realization visualization effect according to corresponding video clip so that football match data have it is readable, visual, readily understood
The characteristics of.
To achieve the goals above, an aspect of of the present present invention provides a kind of method for visualizing of football match data, comprising:
Multiple event informations are obtained from match video, the XML file of each event information is made as unit of T time simultaneously
Flag event title, the event information include football location information, football event information, related player information, related sportsman
Location information or score information；
Multiple football indexs are set according to soccer rule, respectively generate every football index and dependent event name-matches
Event group merges production XML composition file；
To each football index in match video using T time as unit editing video clip, and by each video
Segment matches with the parsing result of corresponding XML composition file, gives each video clip and corresponding event information pairing one
A broadcast path；
According to the football index manufacturing technology statistical graph, and broadcasting for corresponding video segment is marked at each football index
Put path.
Preferably, multiple event informations are obtained from match video, each event information is made as unit of T time
The method of XML file and flag event title includes:
The event information that each time point occurs in match video is extracted by video processing technique；
Based on the time point that each event information occurs, the generation of the event information is recorded as unit of T time
Process, and make the XML file and flag event title of each event information.
Preferably, multiple football indexs are set according to soccer rule, respectively by every football index and dependent event title
Matching generates the method that event group merging makes XML composition file
The football index situation that each time point occurs in match video is obtained, by the event with each football index associated
Name-matches form composition of matter；
It include the XML composition file of time point information according to composition of matter production；
Wherein, the football index include goal, shooting, crossing, corner-kick, free kick, grab, break the rules, is offside, striving for the ball,
One of breakthrough is a variety of.
Preferably, to each football index in match video using T time as unit editing video clip, and by each institute
It states video clip to match with the parsing result of corresponding XML composition file, gives each video clip and corresponding event information
The method for matching a broadcast path includes:
Obtain whole frame data of match video, and the picture frame when generation of positioned football index；
It exports all images frame occurred in T time before and after described image frame to form video clip；
The corresponding video clip of the football index is matched to related XML composition file, is obtained after parsing and the view
The corresponding event information of frequency segment；
A broadcast path is matched according to the video clip and corresponding event information.
Preferably, all images frame occurred in T time before and after described image frame is exported the method to form video clip
Include:
Before when football index is occurredPicture frame in time is with afterPicture frame in time completely exports formation view
Frequency segment.
Optionally, the value of the T is 200 milliseconds.
Compared with prior art, the method for visualizing of football match data provided by the invention has the advantages that
In the method for visualizing of football match data provided by the invention, football position need to be obtained from match video first
Information, football event information, related player information, related position of Player information or score information, then as unit of T time
The XML file for making above-mentioned event information is remembered with indicating, then, according to the football index that soccer rule is set, such as scores, penetrates
Door, corner-kick, free kick, is grabbed, is broken the rules, is offside, striving for the ball, breaking through at crossing, by match every football index to it is relevant
Event information matching generates composition of matter and makes XML composition file simultaneously, can obtain football index by parsing XML composition file
A series of dependent event information when generation, in other words, that is, which the XML composition file passed through after parsing can therefrom obtain
The information such as which football event have occurred in which position in a little sportsmen, when then by each football index in video of competing with T
Between be trimmed into video clip for unit, by the way that each video clip is matched with the parsing result of corresponding XML composition file,
And video playing corresponding with video clip path is generated, so that user is broadcast when watching ball match stroke analysis chart by clicking
The video clip that path is put when can get the generation of corresponding football index, allow users to be more clear recognizes ball match
Technical data.
As it can be seen that being compared to for the technical parameter that the prior art only shows ball match by stroke analysis chart, this hair
It is bright using stroke analysis chart in such a way that video clip combines, can various dimensions more fully interpret the technology number of ball match
According to realizing the effect of football match data visualization, it made to have readable, visual and intelligible feature.
Another aspect of the present invention provides a kind of visualization system of football match data, is applied to above-mentioned technical proposal institute
In the method for visualizing for the football match data stated, the system comprises:
Marking unit makes each event letter for obtaining multiple event informations from match video as unit of T time
The XML file and flag event title of breath, the event information include football location information, football event information, related sportsman
Information, related position of Player information or score information；
Matching unit, for setting multiple football indexs according to soccer rule, respectively by every football index and related thing
Part name-matches generate event group and merge production XML composition file；
Path unit, for being trimmed into video clip as unit of T time to each football index in match video, and
Each video clip is matched with the parsing result of corresponding XML composition file, gives each video clip and correspondence
Event information matches a broadcast path；
Model buildings unit, for being marked according to the football index manufacturing technology statistical graph, and at each football index
Remember the broadcast path of corresponding video segment.
Preferably, the marking unit includes:
Video processing module is believed for extracting the event that each time point occurs in match video by video processing technique
Breath；
XML tag module at the time point for occurring based on each event information, records institute as unit of T time
The generating process of event information is stated, and makes the XML file and flag event title of each event information.
Preferably, the matching unit includes:
Matching module will refer to for obtaining the football index situation that each time point occurs in match video with each football
The event title match group of associated is marked into composition of matter；
Module is made, for including the XML composition file of time point information according to composition of matter production；
Wherein, the football index include goal, shooting, crossing, corner-kick, free kick, grab, break the rules, is offside, striving for the ball,
One of breakthrough is a variety of.
Preferably, the path unit includes:
Locating module, for obtaining whole frame data of match video, and the picture frame when generation of positioned football index；
Video clipping module, for exporting all images frame occurred in T time before and after described image frame to form video
Segment；
Parsing module, for matching the corresponding video clip of the football index to related XML composition file, after parsing
Obtain event information corresponding with the video clip；
Path-generating module, for matching a broadcast path according to the video clip and corresponding event information.
Compared with prior art, the beneficial effect Yu above-mentioned skill of the visualization system of football match data provided by the invention
The beneficial effect of the method for visualizing for the football match data that art scheme provides is identical, and this will not be repeated here.
Detailed description of the invention
The drawings described herein are used to provide a further understanding of the present invention, constitutes a part of the invention, this hair
Bright illustrative embodiments and their description are used to explain the present invention, and are not constituted improper limitations of the present invention.In the accompanying drawings:
Fig. 1 is the flow diagram of the method for visualizing of football competition data in the embodiment of the present invention one；
Fig. 2 is the structural block diagram of the visualization system of football competition data in the embodiment of the present invention two.
Appended drawing reference:
1- marking unit, 2- matching unit；
3- path unit, 4- model buildings unit；
11- video processing module, 12-XML mark module；
21- matching module, 22- make module；
31- locating module, 32- video clipping module；
33- parsing module, 34- path-generating module.
Specific embodiment
In order to make the foregoing objectives, features and advantages of the present invention clearer and more comprehensible, implement below in conjunction with the present invention
Attached drawing in example, technical scheme in the embodiment of the invention is clearly and completely described.Obviously, described embodiment
Only a part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, the common skill in this field
Art personnel all other embodiment obtained without creative labor belongs to the model that the present invention protects
It encloses.
Embodiment one
Fig. 1 is the flow diagram of the method for visualizing of football competition data in the embodiment of the present invention one.Referring to Fig. 1,
The present embodiment provides a kind of method for visualizing of football match data, comprising:
Multiple event informations are obtained from match video, the XML file of each event information is made as unit of T time simultaneously
Flag event title, event information include football location information, football event information, related player information, related position of Player
Information or score information；Multiple football indexs are set according to soccer rule, respectively by every football index and dependent event name
Claim matching to generate event group and merges production XML composition file；Each football index in match video is cut as unit of T time
It collects and matches at video clip, and by each video clip with the parsing result of corresponding XML composition file, give each video
Segment and corresponding event information match a broadcast path；Refer to according to football index manufacturing technology statistical graph, and in each football
The broadcast path of corresponding video segment is marked at mark.Being readily appreciated that is, football event information includes the foot such as dribble, shoot, rescuing
Ball action message.
In the method for visualizing of football match data provided in this embodiment, football position need to be obtained from match video first
Then confidence breath, football event information, related player information, related position of Player information or score information are single with T time
The XML file that position makes above-mentioned event information remembered with indicating, then, according to the football index that soccer rule is set, such as score,
Shooting, corner-kick, free kick, is grabbed, is broken the rules, is offside, striving for the ball, breaking through at crossing, by match every football index to it is related
Event information matching generate composition of matter and make XML composition file simultaneously, can obtain football by parsing XML composition file and refer to
A series of dependent event information when mark occurs, in other words, that is, the XML composition file passed through after parsing can be obtained therefrom
The information such as which football event have occurred in which position in which sportsman, then by each football index in video of competing with T
Time is that unit is trimmed into video clip, by by the parsing result phase of each video clip and corresponding XML composition file
Match, and generate video playing corresponding with video clip path, so that user passes through a little when watching ball match stroke analysis chart
The video clip that broadcast path is hit when can get the generation of corresponding football index, allow users to be more clear recognizes
Ball match technical data.
As it can be seen that being compared to for the technical parameter that the prior art only shows ball match by stroke analysis chart, this reality
Example is applied using stroke analysis chart in such a way that video clip combines, can various dimensions more fully interpret the technology of ball match
Data realize the effect of football match data visualization, it is made to have readable, visual and intelligible feature.
Specifically, multiple event informations are obtained from match video in above-described embodiment, is made as unit of T time each
The method of the XML file of event information and flag event title includes:
The event information that each time point occurs in match video is extracted by video processing technique；Believed based on each event
The time point occurred is ceased, the generating process of event information is recorded as unit of T time, and makes the XML text of each event information
Part and flag event title.During specific implementation, the thing of the XML file label for the event information that different time points occur
Part title is different, and event title may include the identification informations such as event category, time time of origin, in order to event information
Identification transfer.
Preferably, multiple football indexs are set according to soccer rule in above-described embodiment, respectively by every football index with
Dependent event name-matches generate the method that event group merging makes XML composition file
The football index situation that each time point occurs in match video is obtained, by the event with each football index associated
Name-matches form composition of matter；It include the XML composition file of time point information according to composition of matter production；Wherein, football refers to
Mark includes goal, shooting, crossing, corner-kick, one of free kick, grabs, breaks the rules, is offside, striving for the ball, break through or a variety of.For example,
When the football index for sometime putting generation be shooting when, by with the event title match group of the shooting associated at event group
Production XML composition file is closed, includes the location information of current football, the related ball for participating in this gating in the XML composition file
Member's information, currently associated sportsman location information and whether to inject bring score information etc. all relevant to this shooting
Information is realized and is marked to this shooting and the series connection of relevant information.
Specifically, in above-described embodiment to match video in each football index using T time as unit editing piece of video
Section, and each video clip is matched with the parsing result of corresponding XML composition file, give each video clip and correspondence
Event information match a broadcast path method include:
Obtain whole frame data of match video, and the picture frame when generation of positioned football index；By T before and after picture frame
The all images frame occurred in time exports to form video clip；It combines the corresponding video clip of football index with correlation XML
File matching, obtains event information corresponding with video clip after parsing；It is matched according to video clip and corresponding event information
One broadcast path.
When it is implemented, after all football indexs corresponding video clip acquisition in match video, start by
A parsing XML composition file obtains parsing result, wherein the parsing result of XML composition file includes football index, dependent event
The information such as the time point of title and generation, by will in video clip football index occur time point and parsing result in
Time point information matching can correspond video clip and XML composition file, will be complete after the completion of above-mentioned matching process
Video clip packing in portion's is stored in cloud, then matches a broadcast path to video clip and corresponding event information, if user thinks
Video clip when further appreciating that event occurs by event information, clicking corresponding broadcast path can be quickly under cloud
It carries corresponding video clip to play, whole process is convenient and efficient, realizes the effect of visualization of football match data.
Wherein, all images frame occurred in T time before and after described image frame is exported to the method packet to form video clip
It includes:
Before when football index is occurredPicture frame in time is with afterPicture frame in time completely exports formation view
Frequency segment.Optionally, the value of T is 100-200 milliseconds.
It should be noted that the stroke analysis chart in above-described embodiment is the statistics based on football index and event information
Made of analysis, for the present embodiment only by the technical parameter that stroke analysis chart is shown, setting one is corresponding with the technical parameter
Broadcast path, allow user recognizing specific technical parameter, can be seen by click play path while such as football index
Corresponding video clip when the technical parameter occurs is seen, so that football match data have readable, visual, intelligible spy
Property.Wherein, the tabulation process of stroke analysis chart is the state of the art, and this will not be repeated here for the present embodiment.
Embodiment two
Fig. 1 and Fig. 2 are please referred to, the present embodiment provides a kind of visualization systems of football match data, comprising:
Marking unit 1 makes each event for obtaining multiple event informations from match video as unit of T time
The XML file and flag event title of information, event information include football location information, football event information, related sportsman's letter
Breath, related position of Player information or score information；
Matching unit 2, for setting multiple football indexs according to soccer rule, respectively by every football index and related thing
Part name-matches generate event group and merge production XML composition file；
Path unit 3, for being trimmed into video clip as unit of T time to each football index in match video,
And each video clip matches with the parsing result of corresponding XML composition file, give each video clip and corresponding thing
Part information matches a broadcast path；
Model buildings unit 4 is used for according to football index manufacturing technology statistical graph, and phase is marked at each football index
Answer the broadcast path of video clip.
Preferably, marking unit 1 includes:
Video processing module 11, for extracting the event that each time point occurs in match video by video processing technique
Information；
XML tag module 12 at the time point for occurring based on each event information, records event as unit of T time
The generating process of information, and make the XML file and flag event title of each event information.
Preferably, matching unit 2 includes:
Matching module 21 will be with each football for obtaining the football index situation that each time point occurs in match video
The event title match group of index associated is at composition of matter；
Module 22 is made, for including the XML composition file of time point information according to composition of matter production；
Wherein, football index includes goal, shooting, crossing, corner-kick, free kick, grabs, breaks the rules, is offside, striving for the ball, breaking through
One of or it is a variety of.
Preferably, path unit 3 includes:
Locating module 31, for obtaining whole frame data of match video, and the image when generation of positioned football index
Frame；
Video clipping module 32, for exporting all images frame occurred in T time before and after picture frame to form piece of video
Section；
Parsing module 33, for the corresponding video clip of football index to be matched to related XML composition file, after parsing
To event information corresponding with video clip；
Path-generating module 34, for matching a broadcast path according to video clip and corresponding event information.
Compared with prior art, the beneficial effect of the visualization system of football match data provided in an embodiment of the present invention with
The beneficial effect of the method for visualizing for the football match data that above-described embodiment one provides is identical, and this will not be repeated here.
It will appreciated by the skilled person that realizing that all or part of the steps in foregoing invention method is can to lead to
Program is crossed to instruct relevant hardware and complete, above procedure can store in computer-readable storage medium, the program
When being executed, each step including above-described embodiment method, and the storage medium may is that ROM/RAM, magnetic disk, CD,
Storage card etc..
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain
Lid is within protection scope of the present invention.Therefore, protection scope of the present invention should be based on the protection scope of the described claims.
Claims (10)
1. a kind of method for visualizing of football match data characterized by comprising
Multiple event informations are obtained from match video, the XML file and label of each event information are made as unit of T time
Event title, the event information include football location information, football event information, related player information, related position of Player
Information or score information；
Multiple football indexs are set according to soccer rule, every football index and dependent event name-matches are generated into event respectively
Group merges production XML composition file；
Video clip is trimmed into as unit of T time to each football index in match video, and by each piece of video
Section matches with the parsing result of corresponding XML composition file, gives each video clip and corresponding event information matches one
Broadcast path；
According to the football index manufacturing technology statistical graph, and at each football index mark corresponding video segment broadcasting road
Diameter.
2. the method according to claim 1, wherein multiple event informations are obtained from match video, with T time
The method of each event information is made for unit XML file and flag event title includes:
The event information that each time point occurs in match video is extracted by video processing technique；
Based on the time point that each event information occurs, the generating process of the event information is recorded as unit of T time,
And make the XML file and flag event title of each event information.
3. respectively will the method according to claim 1, wherein setting multiple football indexs according to soccer rule
Every football index merges the method for making XML composition file with dependent event name-matches generation event group
The football index situation that each time point occurs in match video is obtained, by the event title with each football index associated
Match group is at composition of matter；
It include the XML composition file of time point information according to composition of matter production；
Wherein, the football index includes goal, shooting, crossing, corner-kick, free kick, grabs, breaks the rules, is offside, striving for the ball, breaking through
One of or it is a variety of.
4. the method according to claim 1, wherein being with T time to each football index in match video
Unit editing video clip, and each video clip is matched with the parsing result of corresponding XML composition file, it gives
Each video clip and the method for corresponding to event information one broadcast path of pairing include:
Obtain whole frame data of match video, and the picture frame when generation of positioned football index；
It exports all images frame occurred in T time before and after described image frame to form video clip；
The corresponding video clip of the football index is matched to related XML composition file, is obtained after parsing and the piece of video
The corresponding event information of section；
A broadcast path is matched according to the video clip and corresponding event information.
5. according to the method described in claim 4, it is characterized in that, the whole figures that will occur in T time before and after described image frame
Include: as frame exports the method to form video clip
Before when football index is occurredPicture frame in time is with afterPicture frame in time, which completely exports, forms piece of video
Section.
6. method according to claim 1-5, which is characterized in that the value of the T is 200 milliseconds.
7. a kind of visualization system of football match data characterized by comprising
Marking unit makes each event information for obtaining multiple event informations from match video as unit of T time
XML file and flag event title, the event information include football location information, football event information, related player information,
Related position of Player information or score information；
Matching unit, for setting multiple football indexs according to soccer rule, respectively by every football index and dependent event name
Claim matching to generate event group and merges production XML composition file；
Path unit, for being trimmed into video clip as unit of T time to each football index in match video, and will be every
A video clip matches with the parsing result of corresponding XML composition file, gives each video clip and corresponding event
Information matches a broadcast path；
Model buildings unit is used for according to the football index manufacturing technology statistical graph, and phase is marked at each football index
Answer the broadcast path of video clip.
8. system according to claim 7, which is characterized in that the marking unit includes:
Video processing module, for extracting the event information that each time point occurs in match video by video processing technique；
XML tag module at the time point for occurring based on each event information, records the thing as unit of T time
The generating process of part information, and make the XML file and flag event title of each event information.
9. system according to claim 7, which is characterized in that the matching unit includes:
Matching module will be with each football index phase for obtaining the football index situation that each time point occurs in match video
The event title match group of connection is at composition of matter；
Module is made, for including the XML composition file of time point information according to composition of matter production；
Wherein, the football index includes goal, shooting, crossing, corner-kick, free kick, grabs, breaks the rules, is offside, striving for the ball, breaking through
One of or it is a variety of.
10. system according to claim 7, which is characterized in that the path unit includes:
Locating module, for obtaining whole frame data of match video, and the picture frame when generation of positioned football index；
Video clipping module, for exporting all images frame occurred in T time before and after described image frame to form video clip；
Parsing module obtains after parsing for matching the corresponding video clip of the football index to related XML composition file
Event information corresponding with the video clip；
Path-generating module, for matching a broadcast path according to the video clip and corresponding event information.
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|---|---|---|---|---|
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| CN110392304A (en) * | 2019-06-24 | 2019-10-29 | 北京达佳互联信息技术有限公司 | A kind of video display method, apparatus, electronic equipment and storage medium |
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Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102427507A (en) * | 2011-09-30 | 2012-04-25 | 北京航空航天大学 | Football video highlight automatic synthesis method based on event model |
| CN104199933A (en) * | 2014-09-04 | 2014-12-10 | 华中科技大学 | Multi-modal information fusion football video event detection and semantic annotation method |
| CN104941168A (en) * | 2015-06-26 | 2015-09-30 | 江苏易合大成网络科技有限公司 | Football match replay system and replay method based on wearable equipment |
| CN106464958A (en) * | 2014-02-28 | 2017-02-22 | 第二频谱公司 | System and method for performing spatio-temporal analysis of sporting events |
| CN107137886A (en) * | 2017-04-12 | 2017-09-08 | 国网山东省电力公司 | A kind of football technique blank model and its construction method and application based on big data |
| CN107992464A (en) * | 2017-12-08 | 2018-05-04 | 浙江大学 | The method for visualizing of single game Basketball Match data |
| US20180218243A1 (en) * | 2017-01-31 | 2018-08-02 | Stats Llc | System and method for predictive sports analytics using body-pose information |
-
2018
- 2018-12-06 CN CN201811487930.9A patent/CN109710806A/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102427507A (en) * | 2011-09-30 | 2012-04-25 | 北京航空航天大学 | Football video highlight automatic synthesis method based on event model |
| CN106464958A (en) * | 2014-02-28 | 2017-02-22 | 第二频谱公司 | System and method for performing spatio-temporal analysis of sporting events |
| CN104199933A (en) * | 2014-09-04 | 2014-12-10 | 华中科技大学 | Multi-modal information fusion football video event detection and semantic annotation method |
| CN104941168A (en) * | 2015-06-26 | 2015-09-30 | 江苏易合大成网络科技有限公司 | Football match replay system and replay method based on wearable equipment |
| US20180218243A1 (en) * | 2017-01-31 | 2018-08-02 | Stats Llc | System and method for predictive sports analytics using body-pose information |
| CN107137886A (en) * | 2017-04-12 | 2017-09-08 | 国网山东省电力公司 | A kind of football technique blank model and its construction method and application based on big data |
| CN107992464A (en) * | 2017-12-08 | 2018-05-04 | 浙江大学 | The method for visualizing of single game Basketball Match data |
Non-Patent Citations (2)
| Title |
|---|
| P. A. LEGG等: "MatchPad: Interactive Glyph‐Based Visualization for Real‐Time Sports Performance Analysis", 《EUROGRAPHICS CONFERENCE ON VISUALIZATION 2012》 * |
| 卢挺: "球场数据可视化分析", 《中国优秀硕士学位论文全文数据库 信息科技辑》 * |
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