CN109272153A - A kind of tourist attraction stream of people early warning system - Google Patents
A kind of tourist attraction stream of people early warning system Download PDFInfo
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- CN109272153A CN109272153A CN201811048494.5A CN201811048494A CN109272153A CN 109272153 A CN109272153 A CN 109272153A CN 201811048494 A CN201811048494 A CN 201811048494A CN 109272153 A CN109272153 A CN 109272153A
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- 230000003542 behavioural effect Effects 0.000 claims abstract description 13
- 238000012545 processing Methods 0.000 claims abstract description 9
- 238000007781 pre-processing Methods 0.000 claims abstract description 4
- 230000006399 behavior Effects 0.000 claims description 2
- 238000012544 monitoring process Methods 0.000 abstract description 3
- 230000007812 deficiency Effects 0.000 abstract description 2
- 230000005540 biological transmission Effects 0.000 description 3
- 238000010586 diagram Methods 0.000 description 2
- 238000004393 prognosis Methods 0.000 description 2
- 238000012546 transfer Methods 0.000 description 2
- 230000008859 change Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
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- 238000000034 method Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/14—Travel agencies
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
- H04N7/181—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources
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Abstract
The invention belongs to tourist attraction administrative skill fields, more particularly to a kind of tourist attraction stream of people early warning system, including video acquisition device, wireless transport module, image processing unit, passenger flow estimation analog module, analog result output module, early warning delivery apparatus, the video acquisition device includes N number of filming apparatus, described image processing unit includes image pre-processing module, face recognition module, counting module, behavioural analysis module and timing module, the early warning delivery apparatus includes display screen and voice device, the output end of the video acquisition module and the input terminal of wireless transport module, overcome the deficiencies in the prior art, by to the inlet and outlet and each sight spot progress video monitoring in scenic spot, and behavioural analysis is carried out to the visit direction of tourist, scenic spot tourist distribution after predicting half an hour, issue warning information, to gathering around Crowded scenic spot carries out personnel and dredges, and alleviates stream of people's pressure at scenic spot, gives the comfortable Tourist Experience of tourist.
Description
Technical field
The invention belongs to tourist attraction administrative skill fields, and in particular to a kind of tourist attraction stream of people early warning system.
Background technique
In recent years, with the continuous improvement of income level of resident, the variation of consumption idea, the increase of spare time, tourism
Have become the important feature for measuring quality of residents'life and Happiness Index.Meanwhile governments at all levels actively hold economy and society
New trend during development and change is pushed using tourism as a kind of industry by various measures and means, so that trip
Visitor's number is doubled and redoubled, and tourist's number at each scenic spot all reaches peak value during the festivals or holidays such as " May Day ", " 11 ".
Although there are also installed monitoring devices and people stream counting device at current scenic spot, still need manually to collecting
Information handled, cannot effectively predict the arriving of peak traffic, the stream of people cannot be dredged in time, cause it is crowded in scenic spot,
There are security risks, influence the Tourist Experience of tourist.
Summary of the invention
The object of the present invention is to provide a kind of tourist attraction stream of people early warning systems, overcome the deficiencies in the prior art, lead to
It crosses to the inlet and outlet and each sight spot progress video monitoring in scenic spot, and behavioural analysis, prediction is carried out to the visit direction of tourist
Scenic spot tourist distribution after half an hour out, issues warning information, carries out personnel to crowded scenic spot and dredges, alleviates the stream of people at scenic spot
Pressure gives the comfortable Tourist Experience of tourist.
To solve the above problems, the technical solution used in the present invention is as follows:
A kind of tourist attraction stream of people early warning system, including video acquisition device, wireless transport module, image processing unit, passenger flow
Prognosis modelling module, analog result output module, early warning delivery apparatus, the video acquisition device include N number of filming apparatus, institute
Stating image processing unit includes image pre-processing module, face recognition module, counting module, behavioural analysis module and timing mould
Block, the early warning delivery apparatus include display screen and voice device, the output end and wireless transmission mould of the video acquisition module
The input terminal of block, the output end of the wireless transport module and the input terminal of image capture module connect, and described image acquires mould
The output end of block and the input terminal of face recognition module connect, the input of the output end and counting module of the face recognition module
End connection, the output end of the counting module are connect with the input terminal of behavioural analysis module, the output of the behavioural analysis module
The output end of end and timing module is connect with the input terminal of passenger flow estimation analog module, the output of the passenger flow estimation analog module
End is connect with the input terminal of analog result output module, output end and the early warning delivery apparatus of the analog result output module
Input terminal connection.
Further, the filming apparatus is the camera of 5,000,000 pixels, and the filming apparatus is separately mounted to going out for scenic spot
In entrance and scenic spot in each sight spot.
Further, the input terminal of the passenger flow estimation analog module is connected with scenic spot database, the scenic spot database packet
Include scenic spot tour database, scenic spot residence time database and scenic spot flow of the people data can, the passenger flow estimation simulates mould
Root tuber deduces the flow of the people data at each sight spot in scenic spot after half an hour according to real-time flow of the people data combination scenic spot database.
Further, the output end of the analog result output module is connected with memory module.
Further, the display screen is mounted on the major trunk roads between each sight spot in scenic spot, and the display screen shows each
Stream of people's situation and prediction result at scenic spot.
Further, the voice device includes recording module and voice prompting device.
Technical indicator and major function of the invention:
1, by video capture device by the scene transfer in scenic spot to image processing unit, by carrying out recognition of face to image
The real-time stream of people in scenic spot is calculated with counting, and behavioural analysis is carried out to the visit direction of tourist, by data by wirelessly passing
Defeated module transfer gives passenger flow estimation analog module.
2, passenger flow estimation analog module is according to the real-time flow of the people data in scenic spot and the historical data in the database of scenic spot,
Analyze stream of people's distribution situation after predicting half an hour in scenic spot.
3, early warning delivery apparatus includes that display screen is arranged on the major trunk roads between each sight spot in scenic spot, is shown on a display screen
Stream of people's situation after the half an hour of real-time stream of people's situation and system prediction, allows tourist to understand crowded sight spot, effective to plan
Tour.Simultaneously using the voice prompting device of corner installation each in scenic spot, the stream of people is dredged, is reduced crowded.
The present invention compared with prior art, has the advantages that
By in scenic spot inlet and outlet and each sight spot carry out video monitoring, and behavior point is carried out to the visit direction of tourist
Analysis, the scenic spot tourist distribution after predicting half an hour, issues warning information, carries out personnel to crowded scenic spot and dredges, alleviates scape
Stream of people's pressure in area gives the comfortable Tourist Experience of tourist.
Detailed description of the invention
Fig. 1 is a kind of structural schematic diagram of tourist attraction stream of people early warning system.
Fig. 2 is a kind of result schematic diagram of scenic spot database in tourist attraction stream of people early warning system.
Specific embodiment
In order to have a clear understanding of technical solution of the present invention, its detailed structure will be set forth in the description that follows.Obviously originally
The specific execution of inventive embodiments is simultaneously insufficient to be limited to the specific details that those skilled in the art is familiar with.Preferred reality of the invention
It applies example to be described in detail as follows, in addition to these embodiments of detailed description, can also have other embodiments.
As shown, a kind of tourist attraction stream of people early warning system of the present invention, including video acquisition device, wireless transmission
Module, image processing unit, passenger flow estimation analog module, analog result output module, early warning delivery apparatus, the video acquisition
Device includes N number of filming apparatus, described image processing unit include image pre-processing module, face recognition module, counting module,
Behavioural analysis module and timing module, the early warning delivery apparatus include display screen and voice device, the video acquisition module
Output end and wireless transport module input terminal, the output end of the wireless transport module and the input terminal of image capture module
The input terminal of connection, the output end of described image acquisition module and face recognition module connects, the face recognition module it is defeated
The connection of the input terminal of outlet and counting module, the output end of the counting module are connect with the input terminal of behavioural analysis module, institute
The output end of the output end and timing module of stating behavioural analysis module is connect with the input terminal of passenger flow estimation analog module, the visitor
Stream prognosis modelling module output end connect with the input terminal of analog result output module, the analog result output module it is defeated
Outlet is connect with the input terminal of early warning delivery apparatus.
Further, the filming apparatus is the camera of 5,000,000 pixels, and the filming apparatus is separately mounted to going out for scenic spot
In entrance and scenic spot in each sight spot.
Further, the input terminal of the passenger flow estimation analog module is connected with scenic spot database, the scenic spot database packet
Include scenic spot tour database, scenic spot residence time database and scenic spot flow of the people data can, the passenger flow estimation simulates mould
Root tuber deduces the flow of the people data at each sight spot in scenic spot after half an hour according to real-time flow of the people data combination scenic spot database.
Further, the output end of the analog result output module is connected with memory module.
Further, the display screen is mounted on the major trunk roads between each sight spot in scenic spot, and the display screen shows each
Stream of people's situation and prediction result at scenic spot.
The present invention collects real-time scenic spot image by video capture device, utilizes face recognition technology and counting module
Judge stream of people's distribution situation in scenic spot, and behavioural analysis judgement visit direction is carried out to tourist；Analysis data are passed through wirelessly
Transmission module passes to passenger flow estimation analog module, and passenger flow estimation analog module is in conjunction with tourist's tour in the database of scenic spot
Data, residence time data and flow of the people data predict stream of people's distribution situation at scenic spot after half an hour；The stream of people that will be predicted
Distribution situation informs passenger by display screen, while reminding passenger to avoid enter into crowded sight spot using voice prompting device, dredges people
Stream.
Finally it should be noted that: the above embodiments are merely illustrative of the technical scheme of the present invention and are not intended to be limiting thereof, to the greatest extent
Invention is explained in detail referring to above-described embodiment for pipe, and those of ordinary skill in the art still can be to this hair
Bright specific embodiment is modified or replaced equivalently, these without departing from spirit and scope of the invention any modification or
Equivalent replacement is being applied within pending claims.
Claims (6)
1. a kind of tourist attraction stream of people early warning system, it is characterised in that: including video acquisition device, wireless transport module, image
Processing unit, passenger flow estimation analog module, analog result output module, early warning delivery apparatus, the video acquisition device include N
A filming apparatus, described image processing unit include image pre-processing module, face recognition module, counting module, behavioural analysis
Module and timing module, the early warning delivery apparatus include display screen and voice device, the output end of the video acquisition module
With the input terminal of wireless transport module, the output end of the wireless transport module and the input terminal of image capture module are connected, institute
The input terminal of the output end and face recognition module of stating image capture module connects, the output end and meter of the face recognition module
The input terminal of digital-to-analogue block connects, and the output end of the counting module is connect with the input terminal of behavioural analysis module, the behavior point
The output end of the output end and timing module of analysing module is connect with the input terminal of passenger flow estimation analog module, the passenger flow estimation mould
The output end of quasi- module connect with the input terminal of analog result output module, the output end of the analog result output module in advance
The input terminal connection of alert delivery apparatus.
2. a kind of tourist attraction stream of people early warning system according to claim 1, it is characterised in that: the filming apparatus is 500
The camera of ten thousand pixels, the filming apparatus are separately mounted in the entrance and scenic spot at scenic spot in each sight spot.
3. a kind of tourist attraction stream of people early warning system according to claim 1, it is characterised in that: the passenger flow estimation simulates mould
The input terminal of block is connected with scenic spot database, and the scenic spot database includes scenic spot tour database, scenic spot residence time
Database and scenic spot flow of the people data can, the passenger flow estimation analog module is according to real-time flow of the people data combination scenic spot data
Library deduces the flow of the people data at each sight spot in scenic spot after half an hour.
4. a kind of tourist attraction stream of people early warning system according to claim 1, it is characterised in that: the analog result exports mould
The output end of block is connected with memory module.
5. a kind of tourist attraction stream of people early warning system according to claim 1, it is characterised in that: the display screen is mounted on scape
On major trunk roads between each sight spot in area, the display screen shows stream of people's situation and prediction result at each scenic spot.
6. a kind of tourist attraction stream of people early warning system according to claim 1, it is characterised in that: the voice device includes record
Sound module and voice prompting device.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201811048494.5A CN109272153A (en) | 2018-09-10 | 2018-09-10 | A kind of tourist attraction stream of people early warning system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811048494.5A CN109272153A (en) | 2018-09-10 | 2018-09-10 | A kind of tourist attraction stream of people early warning system |
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| Publication Number | Publication Date |
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| CN109272153A true CN109272153A (en) | 2019-01-25 |
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ID=65188307
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| CN201811048494.5A Pending CN109272153A (en) | 2018-09-10 | 2018-09-10 | A kind of tourist attraction stream of people early warning system |
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Cited By (18)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110097408A (en) * | 2019-05-10 | 2019-08-06 | 安康学院 | A kind of investigation of tourism data and detection system |
| CN110427901A (en) * | 2019-08-07 | 2019-11-08 | 恒锋信息科技股份有限公司 | Tourism emergency method and system based on face recognition technology |
| CN110517251A (en) * | 2019-08-28 | 2019-11-29 | 嘉应学院 | A kind of scenic spot region overload detection and early warning system and method |
| CN110708518A (en) * | 2019-11-05 | 2020-01-17 | 北京深测科技有限公司 | People flow analysis early warning dispersion method and system |
| CN110826429A (en) * | 2019-10-22 | 2020-02-21 | 北京邮电大学 | Scenic spot video-based method and system for automatically monitoring travel emergency |
| CN111010439A (en) * | 2019-12-16 | 2020-04-14 | 重庆锐云科技有限公司 | Scenic spot comfort level monitoring and early warning method |
| CN111063252A (en) * | 2019-10-18 | 2020-04-24 | 重庆特斯联智慧科技股份有限公司 | Scenic spot navigation method and system based on artificial intelligence |
| CN111144652A (en) * | 2019-12-26 | 2020-05-12 | 浙江力石科技股份有限公司 | Tour comfort degree algorithm and trend prediction method, system and device |
| CN111611951A (en) * | 2020-05-27 | 2020-09-01 | 中航信移动科技有限公司 | Security check people flow real-time monitoring system and method based on machine vision |
| CN111666127A (en) * | 2020-06-10 | 2020-09-15 | 江苏经贸职业技术学院 | Tourist area water conservancy diversion system |
| CN111680966A (en) * | 2020-05-20 | 2020-09-18 | 青岛黄海学院 | Big data-based tourism management platform |
| CN113095959A (en) * | 2021-03-25 | 2021-07-09 | 上海应用技术大学 | Design method of scenic spot fire safety information system |
| CN113294640A (en) * | 2021-05-24 | 2021-08-24 | 沛县蔚领技术服务中心 | Real-time dynamic display method for pedestrian flow big data in tourist attraction |
| CN113627371A (en) * | 2021-08-17 | 2021-11-09 | 福建船政交通职业学院 | Scenic spot passenger flow management system |
| CN113674452A (en) * | 2021-06-21 | 2021-11-19 | 福建睿思特科技股份有限公司 | Wisdom tourist attraction bootstrap system |
| CN114283615A (en) * | 2021-12-24 | 2022-04-05 | 浙江力石科技股份有限公司 | Passenger flow early warning system and method based on traffic flows of multiple parking lots in scenic spot |
| WO2022088653A1 (en) * | 2020-10-30 | 2022-05-05 | 深圳市商汤科技有限公司 | Scene monitoring method and apparatus, electronic device, storage medium, and program |
| CN116823533A (en) * | 2023-06-25 | 2023-09-29 | 广东盈香生态园有限公司 | Intelligent visit guiding method and system for ecological garden |
-
2018
- 2018-09-10 CN CN201811048494.5A patent/CN109272153A/en active Pending
Cited By (24)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110097408A (en) * | 2019-05-10 | 2019-08-06 | 安康学院 | A kind of investigation of tourism data and detection system |
| CN110427901A (en) * | 2019-08-07 | 2019-11-08 | 恒锋信息科技股份有限公司 | Tourism emergency method and system based on face recognition technology |
| CN110427901B (en) * | 2019-08-07 | 2021-10-08 | 恒锋信息科技股份有限公司 | Travel emergency method and system based on face recognition technology |
| CN110517251A (en) * | 2019-08-28 | 2019-11-29 | 嘉应学院 | A kind of scenic spot region overload detection and early warning system and method |
| CN111063252B (en) * | 2019-10-18 | 2020-11-17 | 重庆特斯联智慧科技股份有限公司 | Scenic spot navigation method and system based on artificial intelligence |
| CN111063252A (en) * | 2019-10-18 | 2020-04-24 | 重庆特斯联智慧科技股份有限公司 | Scenic spot navigation method and system based on artificial intelligence |
| CN110826429A (en) * | 2019-10-22 | 2020-02-21 | 北京邮电大学 | Scenic spot video-based method and system for automatically monitoring travel emergency |
| CN110708518A (en) * | 2019-11-05 | 2020-01-17 | 北京深测科技有限公司 | People flow analysis early warning dispersion method and system |
| CN111010439A (en) * | 2019-12-16 | 2020-04-14 | 重庆锐云科技有限公司 | Scenic spot comfort level monitoring and early warning method |
| CN111144652A (en) * | 2019-12-26 | 2020-05-12 | 浙江力石科技股份有限公司 | Tour comfort degree algorithm and trend prediction method, system and device |
| CN111144652B (en) * | 2019-12-26 | 2023-08-08 | 浙江力石科技股份有限公司 | Tour comfort algorithm and trend prediction based method, system and device |
| CN111680966A (en) * | 2020-05-20 | 2020-09-18 | 青岛黄海学院 | Big data-based tourism management platform |
| CN111611951A (en) * | 2020-05-27 | 2020-09-01 | 中航信移动科技有限公司 | Security check people flow real-time monitoring system and method based on machine vision |
| CN111666127A (en) * | 2020-06-10 | 2020-09-15 | 江苏经贸职业技术学院 | Tourist area water conservancy diversion system |
| WO2022088653A1 (en) * | 2020-10-30 | 2022-05-05 | 深圳市商汤科技有限公司 | Scene monitoring method and apparatus, electronic device, storage medium, and program |
| CN113095959A (en) * | 2021-03-25 | 2021-07-09 | 上海应用技术大学 | Design method of scenic spot fire safety information system |
| CN113294640A (en) * | 2021-05-24 | 2021-08-24 | 沛县蔚领技术服务中心 | Real-time dynamic display method for pedestrian flow big data in tourist attraction |
| CN113294640B (en) * | 2021-05-24 | 2024-01-16 | 沛县蔚领技术服务中心 | Installation method of display device |
| CN113674452A (en) * | 2021-06-21 | 2021-11-19 | 福建睿思特科技股份有限公司 | Wisdom tourist attraction bootstrap system |
| CN113674452B (en) * | 2021-06-21 | 2022-12-27 | 福建睿思特科技股份有限公司 | Wisdom tourist attraction bootstrap system |
| CN113627371A (en) * | 2021-08-17 | 2021-11-09 | 福建船政交通职业学院 | Scenic spot passenger flow management system |
| CN114283615A (en) * | 2021-12-24 | 2022-04-05 | 浙江力石科技股份有限公司 | Passenger flow early warning system and method based on traffic flows of multiple parking lots in scenic spot |
| CN116823533A (en) * | 2023-06-25 | 2023-09-29 | 广东盈香生态园有限公司 | Intelligent visit guiding method and system for ecological garden |
| CN116823533B (en) * | 2023-06-25 | 2024-01-26 | 广东盈香生态产业集团有限公司 | Intelligent visit guiding method and system for ecological garden |
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Application publication date: 20190125 |