CN108090454A - Campus bathhouse people flow rate statistical system - Google Patents
Campus bathhouse people flow rate statistical system Download PDFInfo
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- CN108090454A CN108090454A CN201711434061.9A CN201711434061A CN108090454A CN 108090454 A CN108090454 A CN 108090454A CN 201711434061 A CN201711434061 A CN 201711434061A CN 108090454 A CN108090454 A CN 108090454A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
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- G06V20/41—Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/50—Constructional details
- H04N23/54—Mounting of pick-up tubes, electronic image sensors, deviation or focusing coils
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
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Abstract
A kind of campus bathhouse people flow rate statistical system provided by the invention, the monitoring camera of the inlet including being arranged on bathhouse, for gathering video image；The host computer being connected with monitoring camera；And campus card terminal server is communicated to connect by communication network and host computer.Because host computer has Identification of Images portion and portrait movement analysis portion, Identification of Images rule of the Identification of Images portion based on convolutional neural networks identifies everyone of disengaging bathroom, and its vector is turned to a vector point；Portrait is moved analysis portion and is carried out its definite entrance of mobile analysis to the longitudinal projection of vector point based on predetermined analysis rule or left, and obtain the exact numerical of bath occupancy, and number in bathing can be obtained by connecting campus card terminal server, it is calculated according to number, bath occupancy and bathing positional number in bathing, obtain the vacant number in bathing position or waits bather number.The variation of statistics real-time update flow of the people has very high timeliness.
Description
Technical field
The invention belongs to people flow rate statistical technical fields, and in particular to a kind of campus bathhouse people flow rate statistical system.
Background technology
Existing campus bathroom people flow rate statistical system is divided into two classes, the first is swiped the card into gate, gos out number not
It is counted；Second is to transfer record by campus card business system, checks the number for bathing of swiping the card using campus card.
But both statistical systems are all had no idea real-time statistics campus bathroom personnel into outflow, in addition, transferring
Campus card record is needed by multiple interagency coordination, and excessively troublesome in operation, typically no special circumstances, which will not be taken, transfers note
The mode of record.Therefore, the inconvenient and temporal waste on student life can be caused.
The content of the invention
To solve the above-mentioned problems, the present invention is provided in a kind of real-time statistics and real-time display bath occupancy and bathing
The campus bathhouse people flow rate statistical system of number.
A kind of campus bathhouse people flow rate statistical system provided by the invention, has the feature that, including monitoring camera
Head is arranged on the inlet of bathhouse, for gathering video image；Host computer is connected with monitoring camera；And campus card
Terminal server is communicated to connect by communication network and host computer, wherein, host computer has video image acquisition unit, Identification of Images
Portion, portrait movement analysis portion, display unit, picture storage part, side communication portion, are tired out into bathroom number at statistical graph generating unit
Meter portion, leave in bathroom number cumulative unit, bath occupancy storage part, bathing number storage part, control storage part, acquisition unit with
And calculating part, campus card terminal server have information gathering portion, temporary storage part and Server-side communities portion, picture storage part tool
There is statistical graph picture, mobile terminal has communication of mobile terminal portion and mobile terminal display unit, and monitoring camera acquisition regards
Frequency image reaches host computer, and video image acquisition unit obtains video image, and Identification of Images portion judges whether video image is portrait,
When judging result for when being, the moving state of portrait movement analysis portion analysis portrait obtains, into bathroom number A, leaving bathroom people
Number B, control storage part will enter bathroom number A deposits into bathroom number cumulative unit so that into bathroom number cumulative unit
Number add up plus A, control storage part will leave bathroom number B deposits and leave bathroom number cumulative unit so that leave people from bathroom
Number in number cumulative unit adds up plus B, acquisition unit obtain respectively into the current persons count J in bathroom number cumulative unit and leave bath
Current persons count L in the number cumulative unit of room, calculating part calculate J-L and obtain result of calculation, and result of calculation is stored in by control storage part
Occupancy storage part, number in the acquisition bathing of information gathering portion are bathed, temporary storage part keeps in number in bathing, Server-side communities portion
Sending number in bathing, to host computer, side communication portion receives number in the bathing that campus card terminal server is sent, and control is deposited
Number in bathing is stored in number storage part in bathing by storage portion, and calculating part is according to number, bath occupancy and bathing in bathing
Positional number is calculated, and is obtained the vacant number in bathing position or is waited bather number, statistical graph generating unit is vacant according to bathing position
Number waits bather number to generate corresponding statistical graph, and display unit shows that statistical graph picture allows user to check statistical chart
Table.
Bathhouse people flow rate statistical system in campus provided by the invention, can also have the feature that：Wherein, portrait
Identification of Images rule of the identification part based on convolution-neutral net carries out Identification of Images judgement, the Identification of Images of convolution-neutral net
Rule comprises the following steps：1) positive sample (character image) and negative sample (non-human image) are inputted；2) convolution is carried out to sample,
Obtain convolutional layer；3) a pond full articulamentum of layer connection will be added on convolutional layer and obtains active coating；4) and then probability point is passed through
Cloth is analyzed to obtain softmix (probability distribution layer)；5) output obtains to identify convolution-neural network model of human body；6) root
Identification of Images judgement is carried out according to above-mentioned model.
Bathhouse people flow rate statistical system in campus provided by the invention, can also have the feature that：Wherein, portrait
Mobile analysis portion is analyzed based on predetermined analysis rule, and predetermined analysis rule comprises the following steps：1) to the travelling route of people
Vector quantization；2) longitudinal projection is carried out；3) projection sign statistical number of person is confirmed；4) confirmed according to negative sign statistical number of person into bathroom
Number；Bathroom number is left according to the confirmation of positive sign statistical number of person.
Bathhouse people flow rate statistical system in campus provided by the invention, can also have the feature that：Wherein, it is upper
Machine also has statistics prediction section, and the prediction model to be formed is collected by long term data, provides corresponding prediction data, picture
Storage part also has prediction data picture, and display unit shows that prediction data picture allows user to check prediction data.
Bathhouse people flow rate statistical system in campus provided by the invention, can also have the feature that：Wherein, count
Chart is any one in column diagram statistical graph, line chart statistical graph or pie chart statistical graph.
Bathhouse people flow rate statistical system in campus provided by the invention, which is characterized in that further include：Mobile terminal, with
Host computer is electrically connected or is communicated to connect by communication network and host computer, and side communication portion sends predetermined statistical graph to movement
Terminal, mobile terminal side communication unit receive statistical graph, and mobile terminal display unit shows that statistical graph allows user to check.
Bathhouse people flow rate statistical system in campus provided by the invention, can also have the feature that：Wherein, picture
Storage part also has advertisement picture, and display unit shows advertisement picture for playing advertisement.
Bathhouse people flow rate statistical system in campus provided by the invention, can also have the feature that：Wherein, it is upper
Machine is additionally provided with voice section, for voice prompt.
The effect of invention
A kind of campus bathhouse people flow rate statistical system provided by the invention, the inlet including being arranged on bathhouse
Monitoring camera, for gathering video image；The host computer being connected with monitoring camera；And by communication network with it is upper
Machine communicates to connect campus card terminal server.Because host computer has Identification of Images portion and portrait movement analysis portion, Identification of Images
Identification of Images rule of the portion based on convolution-neutral net identifies everyone of disengaging bathroom, and its vector is turned to one
Vector point；Portrait is moved analysis portion and is carried out its definite entrance of mobile analysis to the longitudinal projection of vector point based on predetermined analysis rule
Or leave, and the exact numerical of bath occupancy is obtained, and can be obtained by connecting campus card terminal server in bathing
Number is calculated according to number, bath occupancy and bathing positional number in bathing, obtains the vacant number in bathing position or wait
Bather number.The variation of statistics real-time update flow of the people has very high timeliness.
Description of the drawings
Fig. 1 is the structure diagram of the campus bathhouse people flow rate statistical system in the embodiment of the present invention；
Fig. 2 is the structure diagram of the host computer in the embodiment of the present invention；
Fig. 3 is the flow chart of the human bioequivalence rule based on convolution-neutral net in the embodiment of the present invention；
Fig. 4 is the schematic diagram of the portrait movement analysis rule in the embodiment of the present invention；
Fig. 5 is the structure diagram of the campus card terminal server in the embodiment of the present invention；
Fig. 6 is the structure diagram of the mobile terminal in the embodiment of the present invention；And
Fig. 7 is the work flow diagram of the campus bathhouse people flow rate statistical system in the embodiment of the present invention；
Specific embodiment
In order to be easy to understand the technical means, the creative features, the aims and the efficiencies achieved by the present invention, lead to below
It crosses embodiment and the carryout storing compartment and carryout storing compartment system of the present invention is elaborated with reference to attached drawing.
＜ embodiments ＞
Fig. 1 is the structure diagram of the campus bathhouse people flow rate statistical system in the embodiment of the present invention.
As shown in Figure 1, campus bathhouse people flow rate statistical system 100 provided by the invention include monitoring camera 12,
Host computer 11, campus card terminal server 13 and mobile terminal 15.Monitoring camera 12 is arranged on the inlet of bathhouse
For gathering video image.Host computer 11 is connected with monitoring camera 12.Campus card terminal server 13 passes through communication network 14
It is communicated to connect with host computer 12.Mobile terminal 15 is communicated to connect by communication network and host computer.
Fig. 2 is the structure diagram of the host computer in the embodiment of the present invention.
As shown in Fig. 2, host computer 11 has video image acquisition unit 111, Identification of Images portion 112, portrait movement analysis portion
113rd, statistical graph generating unit 114, display unit 115, picture storage part 116, side communication portion 117, add up into bathroom number
Number storage part 121, control storage in bathroom number cumulative unit 119, bath occupancy storage part 120, bathing are left by portion 118
Portion 122, acquisition unit 123, calculating part 124 and upper pusher side control unit 125.
Video image acquisition unit 111 reaches host computer 11 for gathering video image.
For judging whether video image is portrait, Identification of Images portion 112 is based on convolution-nerve in Identification of Images portion 112
The Identification of Images rule of network carries out Identification of Images judgement.
Fig. 3 is the flow chart of the human bioequivalence rule based on convolution-neutral net in the embodiment of the present invention.
As shown in figure 3, in the present embodiment, Identification of Images portion 112 based on the Identification of Images rule of convolution-neutral net into
Row Identification of Images judges that the Identification of Images rule of convolution-neutral net comprises the following steps：
1) positive sample (character image) and negative sample (non-human image) are inputted；
2) convolution is carried out to sample, obtains convolutional layer；
3) a pond full articulamentum of layer connection will be added on convolutional layer and obtains active coating；
4) and then by Probability Distribution Analysis softmix (probability distribution layer) is obtained；
5) output obtains to identify convolution-neural network model of human body；
6) Identification of Images judgement is carried out according to above-mentioned model.
Monitoring camera 12 is installed at the bathroom place of entering, and image is transmitted to host computer 11 in real time, host computer 11 passes through
Identification of Images rule identifies everyone, and its vector is turned to a vector point.In the existing coordinate system of computer, root
According to the longitudinal projection direction of its movement, determine that it enters or leaves.
Portrait movement analysis portion 113 is used for the moving state based on predetermined analysis rule analysis portrait, obtains into bathroom
Number A leaves bathroom number B.
Fig. 4 is the schematic diagram of the portrait movement analysis rule in the embodiment of the present invention.
As shown in figure 4, in the present embodiment, portrait movement analysis portion 113 is analyzed based on predetermined analysis rule, is made a reservation for
Analysis rule comprises the following steps：
1) to the travelling route vector quantization of people；
2) longitudinal projection is carried out；
3) projection sign statistical number of person is confirmed；
4) confirmed according to negative sign statistical number of person into bathroom number；Bathroom number is left according to the confirmation of positive sign statistical number of person.
As shown in figure 4, the commissarial vector point of black color dots, the people on the left side are moved to white point, mobile vector at stain
Be projected as dotted line, vector point is moved to out of bathroom outside bathroom, i.e., projection amount is negative, and according to algorithm in system, number subtracts one.
The right vector point is moved to outside bathroom in bathroom, and vector is just, number adds one.The statistics of bath occupancy can be realized.I.e.
Make the action for there are many people to complete disengaging simultaneously, data there will not be deviation, ensure that the authenticity of data, accuracy.
Statistical graph generating unit 114 is used for the statistical graph for generating statistics.Statistical graph is column diagram statistical chart
Any one in table, line chart statistical graph or pie chart statistical graph, in the present embodiment, statistical graph generating unit 114 is given birth to
Into statistical graph be column diagram.
Display unit 115 is used to show the statistical graph that statistical graph generating unit 114 generates.
Picture storage part 116 has statistical graph picture and advertisement picture, and display unit 115 shows advertisement picture for broadcasting
Put advertisement.Host computer 11 also with statistics prediction section, by long-term data record, establishes personalized flow of the people
Database, the prediction model of three kinds of data of number, carries out flow of the people in establishing number in bath occupancy, bathing and waiting
Analysis prediction, provides corresponding prediction data.Picture storage part 116 also has prediction data picture, the display prediction of display unit 115
Data display allows user to check prediction data.Host computer 11 is additionally provided with voice section, for voice prompt.
Side communication portion 117 receives number in the bathing that campus card terminal server 13 is sent；Side communication portion 117 is sent
Predetermined statistical graph is to mobile terminal 15.
It is used to be stored in into bathroom number into bathroom number cumulative unit 118.
Leave bathroom number cumulative unit 119 for store leave bathroom number.
It bathes occupancy storage part 120 and is used for storage bath occupancy.
Number storage part 121 is used to store number in bathing in bathing.
Storage part 122 is controlled for bathroom number A deposits will to be entered into bathroom number cumulative unit 118 so that into balneation
Number in room number cumulative unit 118 adds up plus A；Bathroom number B deposits will be left and leave bathroom number cumulative unit 119 so that
The number in bathroom number cumulative unit 119 is left to add up to add B；Result of calculation is stored in bath occupancy storage part 120；By bathing
Number storage part 121 in middle number deposit bathing.
The current persons count J that acquisition unit 123 is obtained respectively into bathroom number cumulative unit 118 adds up with leaving bathroom number
Current persons count L in portion 119.
Calculating part 124 calculates J-L and obtains result of calculation.
Upper pusher side control unit 125 is analyzed for video image acquisition unit 111, Identification of Images portion 112, portrait to be controlled to move
Portion 113, statistical graph generating unit 114, picture storage part 116, side communication portion 117, are tired out into bathroom number display unit 115
Meter portion 118 leaves number storage part 121 in bathroom number cumulative unit 119, bath occupancy storage part 120, bathing, controls and deposit
Storage portion 122, the operation of acquisition unit 123, calculating part 124 are stored with corresponding control operation program.
Fig. 5 is the structure diagram of the campus card terminal server in the embodiment of the present invention.
As shown in figure 5, campus card terminal server 13 has information gathering portion 131, temporary storage part 132, Server-side communities
Portion 133 and server side control unit 134.
Information gathering portion 131 gathers number in bathing.
Temporary storage part 132 keeps in number in bathing.
Server-side communities portion 133 sends in bathing number to host computer 11.
Server side control unit 134 is used for control information acquisition portion 131, temporary storage part 132 and Server-side communities portion 133
Operation, be stored with corresponding control operation program.
When someone inserts cards into taximeter, bathing card terminal just obtains shower head information currently in use, obtains just
The total number of persons in bathroom is being used, by connecting campus card terminal server 13, number in bathing can be obtained.Calculating part 124
It is calculated according to number, bath occupancy and bathing positional number in bathing, the vacant number in bathing position can be obtained in real time or waited
Treat bather number.
Fig. 6 is the structure diagram of the mobile terminal in the embodiment of the present invention.
As shown in fig. 6, mobile terminal 15 has communication of mobile terminal portion 151, mobile terminal display unit 152 and movement eventually
Control unit 153 is held, mobile terminal 15 equips small routine, calls virtual path identifier (VPI) by communication for coordination, is built for small routine
Vertical long connection, the quick bidirectional real-time for realizing mobile terminal 15 and host computer 11.Small routine real-time reception leads to from pusher side
The statistical graph of the transmission of letter portion 117 simultaneously passes through the vacant number in bathing position of the display of mobile terminal display unit 152 or waits bathing people
Several information.Mobile terminal side communication unit 151 receives the statistical graph of the transmission of host computer 11, and mobile terminal display unit 152 is shown
Statistical graph allows user to check.
Mobile terminal side control unit 153 is used to control the fortune of communication of mobile terminal portion 151 and mobile terminal display unit 152
Row is stored with corresponding control operation program.
Fig. 7 is the work flow diagram of the campus bathhouse people flow rate statistical system in the embodiment of the present invention.
As shown in fig. 7, the workflow of the campus bathhouse people flow rate statistical system 100 of the present embodiment is as follows：
Step S1：Monitoring camera 12 gathers video image and reaches host computer 11, subsequently into step S2.
Step S2：Video image acquisition unit 111 obtains video image, subsequently into step S3.
Step S3：Identification of Images portion 112 judges whether video image is portrait, when judging result is to be, enters step
S4；When judging result is no, return to step S2.
Step S4：The moving state that portrait movement analysis portion 113 analyzes portrait obtains, into bathroom number A, leaving bathroom
Number B, subsequently into step S5.
Step S5：Control storage part 122 that will enter bathroom number A deposits into bathroom number cumulative unit 118 so as to enter
Number in bathroom number cumulative unit 118 adds up plus A, subsequently into step S6.
Step S6：Control storage part 122 will leave bathroom number B deposits and leave bathroom number cumulative unit 119 so that leave
Number in bathroom number cumulative unit 119 adds up plus B, subsequently into step S7.
Step S7：Acquisition unit 123 obtains the current persons count I into bathroom number cumulative unit 118 and leaves bathroom respectively
Current persons count L in number cumulative unit 119, subsequently into step S8.
Step S8：Calculating part 124 calculates I-L and obtains result of calculation, subsequently into step S9.
Step S9：Control storage part 122 that result of calculation is stored in bath occupancy storage part 120, subsequently into step
S10。
Step S10：Information gathering portion 131 gathers number in bathing, subsequently into step S11.
Step S11：Temporary storage part 132 keeps in number in bathing, subsequently into step S12.
Step S12：Side communication portion 117 receives number in the bathing that campus card terminal server 13 is sent, subsequently into
Step S13.
Step S13：Control storage part 122 that number in bathing is stored in number storage part 121 in bathing, subsequently into step
S14。
Step S14：Calculating part 124 is calculated according to number, bath occupancy and bathing positional number in bathing, is obtained
The vacant number in bathing position waits bather number, subsequently into step S15.
Step S15：Statistical graph generating unit 114 is according to the vacant number in bathing position or waits the corresponding statistics of bather number generation
Chart, subsequently into step S16.
Step S16：Display unit 115 shows that statistical graph picture allows user to check statistical graph, subsequently into step S17.
Step S17：Side communication portion 117 sends predetermined statistical graph to mobile terminal 15, subsequently into step S18.
Step S18：Mobile terminal side communication unit 151 receives statistical graph, subsequently into step S19.
Step S19：Mobile terminal display unit 152 shows that statistical graph allows user to check, subsequently into done state.
The effect of embodiment
A kind of campus bathhouse people flow rate statistical system provided by the invention, the inlet including being arranged on bathhouse
Monitoring camera, for gathering video image；The host computer being connected with monitoring camera；And by communication network with it is upper
Machine communicates to connect campus card terminal server.Because host computer has Identification of Images portion and portrait movement analysis portion, Identification of Images
Identification of Images rule of the portion based on convolution-neutral net identifies everyone of disengaging bathroom, and its vector is turned to one
Vector point；Portrait is moved analysis portion and is carried out its definite entrance of mobile analysis to the longitudinal projection of vector point based on predetermined analysis rule
Or leave, and the exact numerical of bath occupancy is obtained, and can be obtained by connecting campus card terminal server in bathing
Number is calculated according to number, bath occupancy and bathing positional number in bathing, obtains the vacant number in bathing position or wait
Bather number.The variation of statistics real-time update flow of the people has very high timeliness.
Secondly, campus bathhouse people flow rate statistical system provided in this embodiment is established by long-term data record
Personalized flow of the people database, the prediction mould of three kinds of data of number in establishing number in bath occupancy, bathing and waiting
Type carries out analysis prediction to flow of the people, provides corresponding prediction data.Analysis and number in real time can be provided for the crowd needed
It reports, the bathing time is determined according to flow of the people, improves bathroom efficiency of operation, saves the stand-by period of bathing crowd.
Further, because mobile terminal equips small routine, virtual path identifier (VPI) is called by communication for coordination, is small
Program establishes long connection, the quick bidirectional real-time for realizing mobile terminal and host computer.Small routine real-time reception comes from pusher side
Statistical graph that communication unit is sent simultaneously passes through mobile terminal display unit and is shown, user is allowed to check the number of users in bathroom at any time
Information.
The above embodiment is the preferred case of the present invention, is not intended to limit protection scope of the present invention.
Claims (8)
1. a kind of campus bathhouse people flow rate statistical system, which is characterized in that including：
Monitoring camera is arranged on the inlet of bathhouse, for gathering video image；
Host computer；It is connected with monitoring camera；And
Campus card terminal server is communicated to connect by communication network and the host computer,
Wherein, the host computer has video image acquisition unit, Identification of Images portion, portrait movement analysis portion, statistical graph generation
Portion, display unit, picture storage part, side communication portion, into bathroom number cumulative unit, leave bathroom number cumulative unit, in bathroom
Number storage part, control storage part, acquisition unit and calculating part in number storage part, bathing,
The campus card terminal server has information gathering portion, temporary storage part and Server-side communities portion,
The picture storage part has statistical graph picture,
The mobile terminal has communication of mobile terminal portion and mobile terminal display unit,
The monitoring camera acquisition video image reaches the host computer,
The video image acquisition unit obtains the video image,
The Identification of Images portion judges whether the video image is portrait,
When the judging result for when being, the moving state of the portrait movement analysis portion analysis portrait is obtained into bathroom number
A leaves bathroom number B,
The control storage part enters bathroom number cumulative unit by described into number A deposits in bathroom are described so that the entrance
Number in bathroom number cumulative unit adds up plus A,
Described leave is left bathroom number cumulative unit by the control storage part described in bathroom number B deposits so that described to leave
Number in bathroom number cumulative unit adds up plus B,
The current persons count J that the acquisition unit is obtained respectively in the number cumulative unit into bathroom tires out with the bathroom number of leaving
Current persons count L in meter portion,
The calculating part calculates J-L and obtains result of calculation,
The result of calculation is stored in the bath occupancy storage part by the control storage part,
Number in the acquisition bathing of described information acquisition portion,
The temporary storage part keeps in number in the bathing,
The Server-side communities portion sends in the bathing number to the host computer,
The side communication portion receives number in the bathing that the campus card terminal server is sent,
Number in the bathing is stored in number storage part in the bathing by the control storage part,
The calculating part is calculated according to number, bath occupancy and bathing positional number in bathing, and it is vacant to obtain bathing position
Number waits bather number,
The statistical graph generating unit generates corresponding statistical graph according to the statistics in the data statistic analysis portion,
The display unit shows that statistical graph picture allows user to check the statistical graph.
2. bathhouse people flow rate statistical system in campus according to claim 1, it is characterised in that：
Wherein, Identification of Images rule of the Identification of Images portion based on convolution-neutral net carries out Identification of Images judgement,
The Identification of Images rule of the convolution-neutral net comprises the following steps：
1-1, input positive sample and negative sample；
1-2, convolution is carried out to sample, obtains convolutional layer；
1-3, active coating will be obtained by one pond full articulamentum of layer connection of addition on convolutional layer；
1-4 and then probability distribution layer is obtained by Probability Distribution Analysis；
1-5, output obtain to identify convolution-neural network model of human body；
1-6, Identification of Images judgement is carried out according to above-mentioned model.
3. bathhouse people flow rate statistical system in campus according to claim 1, it is characterised in that：
Wherein, the portrait movement analysis portion is analyzed based on predetermined analysis rule,
The predetermined analysis rule comprises the following steps：
2-1, the travelling route vector quantization to people；
2-2, longitudinal projection is carried out；
2-3, projection sign statistical number of person is confirmed；
2-4, confirmed according to negative sign statistical number of person into bathroom number；Bathroom number is left according to the confirmation of positive sign statistical number of person.
4. bathhouse people flow rate statistical system in campus according to claim 1, it is characterised in that：
Wherein, the host computer also has statistics prediction section, and the prediction model to be formed is collected by long term data, provides pair
The prediction data answered,
The picture storage part also has prediction data picture,
The display unit shows that the prediction data picture allows user to check the prediction data.
5. bathhouse people flow rate statistical system in campus according to claim 1, it is characterised in that：
Wherein, the statistical graph is any one in column diagram statistical graph, line chart statistical graph or pie chart statistical graph
Kind.
6. bathhouse people flow rate statistical system in campus according to claim 1, which is characterized in that further include：
Mobile terminal is electrically connected with the host computer or is communicated to connect by communication network and the host computer,
The side communication portion sends the predetermined statistical graph to the mobile terminal,
The mobile terminal side communication unit receives the statistical graph,
The mobile terminal display unit shows that the statistical graph allows user to check.
7. bathhouse people flow rate statistical system in campus according to claim 1, it is characterised in that：
Wherein, the picture storage part also has advertisement picture,
The display unit shows the advertisement picture for playing advertisement.
8. bathhouse people flow rate statistical system in campus according to claim 1, it is characterised in that：
Wherein, the host computer is additionally provided with voice section, for voice prompt.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111831120A (en) * | 2020-07-14 | 2020-10-27 | 上海岁奇智能科技有限公司 | Gesture interaction method, device and system for video application |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101587539A (en) * | 2008-05-21 | 2009-11-25 | 上海新联纬讯科技发展有限公司 | Method and system of population flow statistics based on intelligent video identification technology |
| CN102104771A (en) * | 2010-12-14 | 2011-06-22 | 浙江工业大学 | Multi-channel people stream rate monitoring system based on wireless monitoring |
| CN103093274A (en) * | 2012-12-30 | 2013-05-08 | 信帧电子技术（北京）有限公司 | Pedestrian counting method based on video |
| CN105844234A (en) * | 2016-03-21 | 2016-08-10 | 商汤集团有限公司 | People counting method and device based on head shoulder detection |
| CN106650695A (en) * | 2016-12-30 | 2017-05-10 | 苏州万店掌网络科技有限公司 | Video analysis technology-based people flow tracking statistics system |
| CN106845383A (en) * | 2017-01-16 | 2017-06-13 | 腾讯科技（上海）有限公司 | People's head inspecting method and device |
-
2017
- 2017-12-26 CN CN201711434061.9A patent/CN108090454A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101587539A (en) * | 2008-05-21 | 2009-11-25 | 上海新联纬讯科技发展有限公司 | Method and system of population flow statistics based on intelligent video identification technology |
| CN102104771A (en) * | 2010-12-14 | 2011-06-22 | 浙江工业大学 | Multi-channel people stream rate monitoring system based on wireless monitoring |
| CN103093274A (en) * | 2012-12-30 | 2013-05-08 | 信帧电子技术（北京）有限公司 | Pedestrian counting method based on video |
| CN105844234A (en) * | 2016-03-21 | 2016-08-10 | 商汤集团有限公司 | People counting method and device based on head shoulder detection |
| CN106650695A (en) * | 2016-12-30 | 2017-05-10 | 苏州万店掌网络科技有限公司 | Video analysis technology-based people flow tracking statistics system |
| CN106845383A (en) * | 2017-01-16 | 2017-06-13 | 腾讯科技（上海）有限公司 | People's head inspecting method and device |
Non-Patent Citations (1)
| Title |
|---|
| 程道光: "大数据时代下高校的后勤管理措施", 《中国管理信息化》 * |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111831120A (en) * | 2020-07-14 | 2020-10-27 | 上海岁奇智能科技有限公司 | Gesture interaction method, device and system for video application |
| CN111831120B (en) * | 2020-07-14 | 2024-02-09 | 上海岁奇智能科技有限公司 | Gesture interaction method, device and system for video application |
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