CN113674434B - Intelligent VR panorama shopping guide method and system based on big data cloud platform - Google Patents

Intelligent VR panorama shopping guide method and system based on big data cloud platform Download PDF

Info

Publication number
CN113674434B
CN113674434B CN202110989681.9A CN202110989681A CN113674434B CN 113674434 B CN113674434 B CN 113674434B CN 202110989681 A CN202110989681 A CN 202110989681A CN 113674434 B CN113674434 B CN 113674434B
Authority
CN
China
Prior art keywords
panorama
data
information
market
commodity
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN202110989681.9A
Other languages
Chinese (zh)
Other versions
CN113674434A (en
Inventor
褚富强
余超
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Yancheng Big Data Research Center Of Nanjing University Of Posts And Telecommunications
Nanjing University of Posts and Telecommunications
Original Assignee
Yancheng Big Data Research Center Of Nanjing University Of Posts And Telecommunications
Nanjing University of Posts and Telecommunications
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Yancheng Big Data Research Center Of Nanjing University Of Posts And Telecommunications, Nanjing University of Posts and Telecommunications filed Critical Yancheng Big Data Research Center Of Nanjing University Of Posts And Telecommunications
Priority to CN202110989681.9A priority Critical patent/CN113674434B/en
Publication of CN113674434A publication Critical patent/CN113674434A/en
Application granted granted Critical
Publication of CN113674434B publication Critical patent/CN113674434B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T19/00—Manipulating 3D models or images for computer graphics
    • G06T19/003—Navigation within 3D models or images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/23—Updating
    • G06F16/2379—Updates performed during online database operations; commit processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/26—Visual data mining; Browsing structured data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/29—Geographical information databases
    • 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
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0281—Customer communication at a business location, e.g. providing product or service information, consulting
    • 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
    • G06Q30/00—Commerce
    • G06Q30/06—Buying, selling or leasing transactions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y10/00—Economic sectors
    • G16Y10/45—Commerce
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y40/00—IoT characterised by the purpose of the information processing
    • G16Y40/60—Positioning; Navigation
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • Accounting & Taxation (AREA)
  • General Engineering & Computer Science (AREA)
  • Finance (AREA)
  • Development Economics (AREA)
  • General Business, Economics & Management (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • Remote Sensing (AREA)
  • Computer Graphics (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Computing Systems (AREA)
  • Marketing (AREA)
  • Operations Research (AREA)
  • Geometry (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Game Theory and Decision Science (AREA)
  • Computer Hardware Design (AREA)
  • Processing Or Creating Images (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention discloses an intelligent VR panorama shopping guide method and system based on a big data cloud platform, comprising the following steps: establishing super VR panorama big data according to the three-dimensional model data of the market building, the market image acquisition data, the market merchant distribution data and the merchant commodity information data; carrying out cloud computing processing on the super-commercial VR panoramic big data through a super-commercial VR panoramic cloud platform to obtain a commercial integrated information VR Yun Quanjing chart of a commercial site and commercial products; generating VR panorama shopping guide intelligent guidance according to the commodity information of the market and the commodity information of the market selected by the VR panorama shopping guide intelligent APP at the mobile phone end through a commodity comprehensive information VR Yun Quanjing chart of the market and the commodity, and guiding customers to arrive at a commodity area of the market for shopping; and the commercial superVR panorama big data and the comprehensive information VR Yun Quanjing chart and the VR panorama shopping guide intelligent APP are comprehensively managed through the commercial superVR panorama big data cloud platform management center.

Description

Intelligent VR panorama shopping guide method and system based on big data cloud platform
Technical Field
The invention relates to the technical field of VR panorama shopping guide, in particular to an intelligent VR panorama shopping guide method and system based on a big data cloud platform.
Background
The existing shopping guide navigation is generally carried out based on a map, and in scenes such as a large-scale mall and the like, the map navigation cannot realize three-dimensional omnibearing navigation shopping guide, and the comprehensive display of merchants and commodities in the mall cannot be carried out; the prior shopping guide method and system do not apply VR panorama shopping guide technology yet; at present, the problem of consistency between store building, store image, store merchant data and merchant commodity data is still to be solved; how to process various commodity comprehensive information of market merchants, how to generate VR panorama shopping guide, how to perform merchant oversized data and APP comprehensive management is still a technical problem to be solved and improved; therefore, it is necessary to propose an intelligent VR panorama shopping guide method and system based on a big data cloud platform to at least partially solve the problems existing in the prior art.
Disclosure of Invention
In the summary, a series of concepts in a simplified form are introduced, which will be further described in detail in the detailed description. The summary of the invention is not intended to define the key features and essential features of the claimed subject matter, nor is it intended to be used as an aid in determining the scope of the claimed subject matter.
To at least partially solve the above problems, the present invention provides an intelligent VR panorama shopping guide method based on a big data cloud platform, including:
s100, establishing super VR panorama data according to market building three-dimensional model data, market image acquisition data, market merchant distribution data and merchant commodity information data;
s200, carrying out cloud computing processing on the super-commercial VR panorama data of the S100 through a super-commercial VR panorama cloud platform to obtain a commercial integrated information VR Yun Quanjing chart of a commercial site and commercial products;
s300, generating VR panorama shopping guide intelligent guidance according to market commodity information selected by a mobile phone terminal VR panorama shopping guide intelligent APP through a market commodity comprehensive information VR Yun Quanjing chart of the S200, and guiding customers to arrive at a commodity area of the market for shopping;
s400, comprehensively managing the commercial superVR panorama big data, the comprehensive information VR Yun Quanjing chart and the VR panorama shopping guide intelligent APP through a commercial superVR panorama big data cloud platform management center.
Preferably, the method comprises the steps of,
s100 includes:
s101, comprehensively modeling a whole structure, a layering height, a channel network, a stair lift and a functional area of a market building to establish three-dimensional model data of the market building;
s102, respectively acquiring image information acquired by shooting of a market, image information acquired by shooting of a merchant, image information acquired by shooting of a commodity area and image information acquired by shooting of a cruising camera, and establishing market image acquisition data;
S103, establishing market merchant distribution data according to the directory information of the market merchants, the floor, the distribution area and the position direction information of the market merchants;
s104, establishing merchant commodity information data according to the internal arrangement of the merchant, commodity type, commodity name and commodity position;
s105, classifying and sorting the three-dimensional model data of the market building, the market image acquisition data, the distribution data of the market and the commodity information data of the market, classifying, collecting and inputting according to the classified and sorted data types, and establishing super VR panorama data.
Preferably, S200 includes:
s201, carrying out data cleaning on the super-commercial VR panoramic big data through a super-commercial VR panoramic cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of commercial distribution data of a commercial site and chaotic items of commercial commodity information data of the commercial site;
s202, combining market building three-dimensional model data and market image acquisition data to establish a market building three-dimensional model and a three-dimensional real-scene image model of a market image;
s203, classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted data into a three-dimensional real-scene image model, and establishing the coordinate positions of the three-dimensional real-scene image models of the market merchants and the merchant commodities by taking the three-dimensional real-scene image model as a coordinate system and taking the center of the three-dimensional real-scene image model as a coordinate origin;
S204, marking the information of the market merchant and the information of the merchant commodity in a coordinate system of the stereoscopic live-action image model in a corresponding coordinate distribution manner to obtain a VR Yun Quanjing chart of the comprehensive information of the merchant and the merchant commodity; calculating the difference rate of the acquired image size and the standard model figure size through the acquired image size acquired by the market image and the standard model figure size of the market building three-dimensional model; according to the difference rate of the acquired image size and the standard model graph size, the difference rate is automatically compensated for the coordinate system size of the acquired image, so that the consistency of the acquired image size and the standard model graph size is achieved; when the difference rate of the acquired image size and the standard model graph size exceeds a set difference rate threshold range, automatically starting the difference rate automatic compensation according to the calculated difference rate; when the difference rate is positive and larger than the set positive threshold range of the difference rate, the size of the acquired image is compensated according to the negative direction of the difference rate, so that the difference rate after compensation is not larger than the set threshold range of the difference rate; when the difference rate is negative and smaller than the set negative threshold range of the difference rate, the size of the acquired image is compensated positively, so that the difference rate after compensation is not smaller than the set threshold range of the difference rate; and the consistency of the acquired image size and the standard model graph size is improved.
Preferably, S300 includes:
s301, after a user mobile phone end sends an information application, sending a VR panorama shopping guide intelligent APP installation package to the user mobile phone end, and after the VR panorama shopping guide intelligent APP is installed at the user mobile phone end, transmitting a market merchant commodity comprehensive information VR Yun Quanjing chart to the mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal;
s302, when a user mobile phone terminal selects commodity information of a commodity center through a VR panorama shopping guide intelligent APP, generating VR panorama shopping guide intelligent guidance according to the commodity information of the commodity center selected by the VR panorama shopping guide intelligent APP of the mobile phone terminal; VR panorama shopping guide intelligent guide includes: information guidance of a commodity, floor and position guidance of the commodity in a market, VR panorama guidance of the commodity when the market arrives at the commodity, and VR panorama guidance of the commodity; through VR panorama shopping guide intelligence guide, guide the customer to reach trade company commodity district and carry out shopping.
Preferably, S400 includes:
s401, managing data updating of the super-VR panorama big data, and updating data of market information data, merchant information data and commodity information data according to a set market information data updating period, a merchant information data updating period and a commodity information data updating period respectively;
S402, when new merchant information is added, application information of a merchant super-new merchant is managed, and new application merchant data is timely added into merchant super-VR panorama big data according to the application information of the merchant;
s403, upgrading the comprehensive information VR Yun Quanjing chart through a cloud platform according to the updating data of the super VR panorama data of S401 and the new application merchant data of S402 and the new merchant data application to obtain a real-time latest comprehensive information VR Yun Quanjing chart;
s404, according to the latest comprehensive information VR Yun Quanjing diagram of the management subsystem of the S403 and the comprehensive information VR Yun Quanjing diagram, pushing the latest comprehensive information VR Yun Quanjing diagram to the VR panorama shopping guide intelligent APP; when the version of the VR panorama shopping guide intelligent APP is updated, the latest version of the VR panorama shopping guide intelligent APP is pushed to a user mobile phone terminal;
s405, the intelligent management method is used for comprehensively managing the data, information and upgrades of the commercial and super VR panorama big data, the comprehensive information VR Yun Quanjing diagram and the VR panorama shopping guide intelligent APP through the super VR panorama big data cloud platform, and according to the logic steps of the method, comprehensive intelligent coordination management is carried out according to the set sequence, the operation amount occupying the cloud platform and the required operation time.
An intelligent VR panorama shopping guide system based on big data cloud platform, comprising:
the commercial super VR panorama big data subsystem is used for establishing commercial super VR panorama big data according to the three-dimensional model data of the market building, the data of the market image acquisition, the data of the distribution of the market businesses and the data of the commodity information of the businesses;
the commercial supercomprehensive VR panorama cloud platform subsystem is used for carrying out cloud computing processing on commercial superVR panorama big data through a commercial superVR panorama cloud platform to obtain a commercial integrated information VR Yun Quanjing chart of a commercial site and a commercial company;
the VR panorama shopping guide intelligent APP subsystem is used for generating VR panorama shopping guide intelligent guidance according to the commodity information of the market commodity selected by the VR panorama shopping guide intelligent APP at the mobile phone end through a market commodity comprehensive information VR Yun Quanjing chart, and guiding customers to arrive at a commodity area of the market for shopping;
the intelligent VR panorama shopping guide data platform management subsystem is used for comprehensively managing the commodity super VR panorama big data and comprehensive information VR Yun Quanjing chart and VR panorama shopping guide intelligent APP through the commodity super VR panorama big data cloud platform.
Preferably, the commercial super VR panorama big data subsystem comprises:
the market building three-dimensional model subsystem is used for comprehensively modeling the whole structure, the layering height, the channel network, the stair elevator and the functional area of the market building and establishing market building three-dimensional model data;
The market image acquisition subsystem is used for respectively acquiring image information acquired by shooting of a market, image information acquired by shooting of a merchant, image information acquired by shooting of a commodity area and image information acquired by shooting of a cruise, and establishing market image acquisition data;
the store merchant distribution subsystem is used for establishing store merchant distribution data according to store merchant directory information and floor, distribution area and position direction information of a store merchant;
the merchant commodity information subsystem is used for establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of the merchant;
and the commodity super VR panorama data collection subsystem is used for classifying and sorting the three-dimensional model data of the market building, the image acquisition data of the market, the distribution data of the market and the commodity information data of the commodity, classifying and collecting and inputting according to the classified and sorted data types, and establishing the commodity super VR panorama data.
Preferably, the commercial ultra-comprehensive VR panoramic cloud platform subsystem comprises:
the VR panorama cloud platform data cleaning subsystem is used for cleaning the commercial super VR panorama big data through the commercial super VR panorama cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of market merchant distribution data and chaotic items of merchant commodity information data;
The VR panoramic cloud platform stereoscopic real-scene model subsystem is used for combining the market building stereoscopic model data and the market image acquisition data to establish a market building stereoscopic model and a stereoscopic real-scene image model of a market image;
the VR panoramic cloud platform real-scene model coordinate subsystem is used for classifying and sorting the distribution data of the shops and the commodity information data of the shops, collecting the classified and sorted data into a three-dimensional real-scene image model, and establishing the coordinate positions of the three-dimensional real-scene image models of the shops and the commodity of the shops by taking the three-dimensional real-scene image model as a coordinate system;
the commercial super comprehensive VR panorama information subsystem is used for marking market commercial information and commercial commodity information in a corresponding coordinate distribution manner in a three-dimensional real-scene image model coordinate system to obtain a market commercial commodity comprehensive information VR Yun Quanjing chart; calculating the difference rate of the acquired image size and the standard model figure size through the acquired image size acquired by the market image and the standard model figure size of the market building three-dimensional model; according to the difference rate of the acquired image size and the standard model graph size, the difference rate is automatically compensated for the coordinate system size of the acquired image, so that the consistency of the acquired image size and the standard model graph size is achieved; when the difference rate of the acquired image size and the standard model graph size exceeds a set difference rate threshold range, automatically starting the difference rate automatic compensation according to the calculated difference rate; when the difference rate is positive and larger than the set positive threshold range of the difference rate, the size of the acquired image is compensated according to the negative direction of the difference rate, so that the difference rate after compensation is not larger than the set threshold range of the difference rate; when the difference rate is negative and smaller than the set negative threshold range of the difference rate, the size of the acquired image is compensated positively, so that the difference rate after compensation is not smaller than the set threshold range of the difference rate; and the consistency of the acquired image size and the standard model graph size is improved.
Preferably, the intelligent APP subsystem of VR panorama shopping guide includes:
the VR panorama information wireless transmission subsystem is used for transmitting a VR panorama shopping guide intelligent APP installation package to a user mobile phone terminal after the user mobile phone terminal sends an information application, and transmitting a market merchant commodity comprehensive information VR Yun Quanjing chart to the mobile phone terminal VR panorama shopping guide intelligent APP through a mobile network signal after the VR panorama shopping guide intelligent APP is installed at the user mobile phone terminal;
a VR panorama shopping guide intelligent guiding subsystem for when the user mobile phone terminal selects the commodity information of the market commodity through the VR panorama shopping guide intelligent APP, generating VR panorama shopping guide intelligent guidance according to market commodity information selected by the mobile phone terminal VR panorama shopping guide intelligent APP;
VR panorama shopping guide intelligence guide subsystem for through VR panorama shopping guide intelligence guide, include: information guidance of a commodity, floor and position guidance of the commodity in a market, VR panorama guidance of the commodity when the market arrives at the commodity, and VR panorama guidance of the commodity; guiding the customer to the commodity area of the merchant to make shopping.
Preferably, the intelligent VR panorama shopping guide data platform management subsystem includes:
and the commercial super VR panorama big data updating subsystem: the method comprises the steps of managing data updating of super-VR panoramic big data, and updating data of market information data, merchant information data and commodity information data according to a set market information data updating period, a merchant information data updating period and a commodity information data updating period respectively;
The new merchant data application management subsystem: when new merchant information is added, the application information of the merchant super-new merchant is managed, and new application merchant data is timely added into the merchant super-VR panorama big data according to the application information of the merchant;
the comprehensive information VR Yun Quanjing map management subsystem is used for upgrading the comprehensive information VR Yun Quanjing map through the cloud platform according to the update data of the super-merchant VR panorama big data update subsystem and the new application merchant data of the new merchant data application management subsystem to obtain a real-time latest comprehensive information VR Yun Quanjing map;
the VR panorama shopping guide intelligent APP management subsystem is used for pushing the latest comprehensive information VR Yun Quanjing chart to the VR panorama shopping guide intelligent APP according to the latest comprehensive information VR Yun Quanjing chart of the comprehensive information VR Yun Quanjing chart management subsystem; when the version of the VR panorama shopping guide intelligent APP is updated, the latest version of the VR panorama shopping guide intelligent APP is pushed to a user mobile phone terminal;
the intelligent VR panorama shopping guide comprehensive management subsystem is used for comprehensively managing the data, information and upgrading of the commodity super VR panorama big data, the comprehensive information VR Yun Quanjing chart and the VR panorama shopping guide intelligent APP of a market through the commodity super VR panorama big data cloud platform, and carrying out comprehensive intelligent coordination management according to the set sequence, the calculation amount occupying the cloud platform and the required calculation time according to the logic steps of the method.
Compared with the prior art, the invention at least comprises the following beneficial effects:
establishing super-VR panorama big data according to the three-dimensional model data of the market building, the image acquisition data of the market, the distribution data of the market and the commodity information data of the market, carrying out the consistency comprehensive treatment on various data, and establishing a super-VR panorama big data base better by the consistency comprehensive treatment on the model data, the image acquisition data, the distribution data and the information data of different types; through the super-commodity VR panorama cloud platform, cloud computing processing is carried out on the super-commodity VR panorama big data, a commodity comprehensive information VR Yun Quanjing chart of a commodity center is obtained, the commodity comprehensive information of the commodity center can comprehensively reflect comprehensive data information of the commodity center, and the super-commodity VR panorama can display the commodity center information in an all-angle mode; through the market commodity comprehensive information VR Yun Quanjing diagram, according to market commodity information selected by the mobile phone terminal VR panorama shopping guide intelligent APP, VR panorama shopping guide intelligent guidance is generated, customers are guided to arrive at a commodity area of the merchant for shopping, panorama intelligent guidance can be carried out, actual space states can be intelligently attached to the market VR panorama, and the customers can experience space angles and omnibearing market reality; through super VR panorama big data cloud platform management center of merchant to super VR panorama big data, integrated information VR Yun Quanjing diagram, VR panorama shopping guide intelligence APP carry out integrated management, comprehensive data information scene management to can in time update, make the update of super VR panorama big data more timely, customer market trade company all can be through cloud platform intelligence comprehensive high-efficient better experience and management efficiency of obtaining.
Additional advantages, objects, and features of the invention will be set forth in part in the description which follows and in part will become apparent to those having ordinary skill in the art upon examination and practice of the invention.
Drawings
The accompanying drawings are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate the invention and together with the embodiments of the invention, serve to explain the invention. In the drawings:
fig. 1 is a step diagram of an intelligent VR panorama shopping guide method based on a big data cloud platform according to the present invention;
fig. 2 is a block diagram of an intelligent VR panorama shopping guide system based on a big data cloud platform according to the present invention;
fig. 3 is a diagram of an intelligent VR panorama shopping guide intelligent guiding subsystem based on a big data cloud platform.
Detailed Description
The present invention is described in further detail below with reference to the drawings and examples to enable those skilled in the art to practice the invention by referring to the description. 1-3, the invention provides an intelligent VR panorama shopping guide method based on a big data cloud platform, which comprises the following steps:
s100, establishing super VR panorama data according to market building three-dimensional model data, market image acquisition data, market merchant distribution data and merchant commodity information data;
S200, carrying out cloud computing processing on the super-commercial VR panorama data of the S100 through a super-commercial VR panorama cloud platform to obtain a commercial integrated information VR Yun Quanjing chart of a commercial site and commercial products;
s300, generating VR panorama shopping guide intelligent guidance according to market commodity information selected by a mobile phone terminal VR panorama shopping guide intelligent APP through a market commodity comprehensive information VR Yun Quanjing chart of the S200, and guiding customers to arrive at a commodity area of the market for shopping;
s400, comprehensively managing the commercial superVR panorama big data, the comprehensive information VR Yun Quanjing chart and the VR panorama shopping guide intelligent APP through a commercial superVR panorama big data cloud platform management center.
The working principle of the technical scheme is as follows: establishing super VR panorama big data through data classification, collection and arrangement according to the three-dimensional model data of the market building, the market image acquisition data, the market and merchant distribution data and merchant commodity information data; carrying out cloud computing processing on the super-commercial VR panoramic big data established by sorting and collecting the data through the super-commercial VR panoramic cloud platform to obtain a commercial integrated information VR Yun Quanjing chart of a commercial site and a commercial commodity; transmitting the commodity comprehensive information VR Yun Quanjing of the market and the merchant to a mobile phone terminal through a commodity comprehensive information VR Yun Quanjing chart of the market and merchant, generating VR panorama shopping guide intelligent guidance according to commodity information of the market and merchant selected by a VR panorama shopping guide intelligent APP of the mobile phone terminal, and guiding customers to arrive at a merchant commodity area for shopping; through super VR panorama big data cloud platform management center of merchant possesses stronger comprehensive cloud management technique, can carry out integrated management to super VR panorama big data, comprehensive information VR Yun Quanjing picture, VR panorama shopping guide intelligence APP.
The beneficial effects of the technical scheme are as follows: establishing super-VR panorama big data according to the three-dimensional model data of the market building, the image acquisition data of the market, the distribution data of the market and the commodity information data of the market, carrying out the consistency comprehensive treatment on various data, and establishing a super-VR panorama big data base better by the consistency comprehensive treatment on the model data, the image acquisition data, the distribution data and the information data of different types; through the super-commodity VR panorama cloud platform, cloud computing processing is carried out on the super-commodity VR panorama big data, a commodity comprehensive information VR Yun Quanjing chart of a commodity center is obtained, the commodity comprehensive information of the commodity center can comprehensively reflect comprehensive data information of the commodity center, and the super-commodity VR panorama can display the commodity center information in an all-angle mode; through the market commodity comprehensive information VR Yun Quanjing diagram, according to market commodity information selected by the mobile phone terminal VR panorama shopping guide intelligent APP, VR panorama shopping guide intelligent guidance is generated, customers are guided to arrive at a commodity area of the merchant for shopping, panorama intelligent guidance can be carried out, actual space states can be intelligently attached to the market VR panorama, and the customers can experience space angles and omnibearing market reality; through super VR panorama big data cloud platform management center of merchant to super VR panorama big data, integrated information VR Yun Quanjing diagram, VR panorama shopping guide intelligence APP carry out integrated management, comprehensive data information scene management to can in time update, make the update of super VR panorama big data more timely, customer market trade company all can be through cloud platform intelligence comprehensive high-efficient better experience and management efficiency of obtaining.
In one embodiment of the present invention, in one embodiment,
s100 includes:
s101, comprehensively modeling a whole structure, a layering height, a channel network, a stair lift and a functional area of a market building to establish three-dimensional model data of the market building;
s102, respectively acquiring image information acquired by shooting of a market, image information acquired by shooting of a merchant, image information acquired by shooting of a commodity area and image information acquired by shooting of a cruising camera, and establishing market image acquisition data;
s103, establishing market merchant distribution data according to the directory information of the market merchants, the floor, the distribution area and the position direction information of the market merchants;
s104, establishing merchant commodity information data according to the internal arrangement of the merchant, commodity type, commodity name and commodity position;
s105, classifying and sorting the three-dimensional model data of the market building, the market image acquisition data, the distribution data of the market and the commodity information data of the market, classifying, collecting and inputting according to the classified and sorted data types, and establishing super VR panorama data.
The working principle of the technical scheme is as follows: comprehensively modeling the whole structure, the layering height, the channel network, the stair elevator and the functional area of the market building, and establishing three-dimensional model data of the market building; respectively acquiring image information acquired by shooting a store, image information acquired by shooting a commodity area and image information acquired by shooting a cruise, and establishing store image acquisition data; establishing market merchant distribution data according to the directory information of the market merchant and the floor, distribution area and position direction information of the market merchant; establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of the merchant; and classifying and sorting the three-dimensional model data of the market building, the market image acquisition data, the market merchant distribution data and the merchant commodity information data, classifying, collecting and inputting according to the classified and sorted data types, and establishing merchant super VR panoramic big data.
The beneficial effects of the technical scheme are as follows: comprehensively modeling the whole structure, the layering height, the channel network, the stair elevator and the functional area of the market building, and establishing three-dimensional model data of the market building; respectively acquiring image information acquired by shooting a store, image information acquired by shooting a commodity area and image information acquired by shooting a cruise, and establishing store image acquisition data; establishing market merchant distribution data according to the directory information of the market merchant and the floor, distribution area and position direction information of the market merchant; establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of the merchant; classifying and sorting the three-dimensional model data of the market building, the market image acquisition data, the market merchant distribution data and the merchant commodity information data, classifying, collecting and inputting according to the classified and sorted data types, and establishing merchant super VR panoramic big data; the overall structure, the layering height, the channel network, the stair lift and the functional area of the market building are comprehensively modeled, so that the comprehensive unification of data modeling is improved; the image information acquired by various modes can enable the image data to be more comprehensive and has the technical advantage of updating real-time; the coverage of the floor, the distribution area and the position direction to the coordinates of the merchant in the mall is more specific; the three-dimensional model data of the market building, the market image acquisition data, the market merchant distribution data and the merchant commodity information data are classified and arranged, classified, collected and input according to the classified and arranged data types are classified and collected through the data, so that various conversions of the data are reduced, and the overall reality of the original data is maintained.
In one embodiment, S200 comprises:
s201, carrying out data cleaning on the super-commercial VR panoramic big data through a super-commercial VR panoramic cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of commercial distribution data of a commercial site and chaotic items of commercial commodity information data of the commercial site;
s202, combining market building three-dimensional model data and market image acquisition data to establish a market building three-dimensional model and a three-dimensional real-scene image model of a market image;
s203, classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted data into a three-dimensional real-scene image model, and establishing the coordinate positions of the three-dimensional real-scene image models of the market merchants and the merchant commodities by taking the three-dimensional real-scene image model as a coordinate system and taking the center of the three-dimensional real-scene image model as a coordinate origin;
s204, marking the information of the market merchant and the information of the merchant commodity in a coordinate system of the stereoscopic live-action image model in a corresponding coordinate distribution manner to obtain a VR Yun Quanjing chart of the comprehensive information of the merchant and the merchant commodity; calculating the difference rate of the acquired image size and the standard model figure size through the acquired image size acquired by the market image and the standard model figure size of the market building three-dimensional model; according to the difference rate of the acquired image size and the standard model graph size, the difference rate is automatically compensated for the coordinate system size of the acquired image, so that the consistency of the acquired image size and the standard model graph size is achieved; when the difference rate of the acquired image size and the standard model graph size exceeds a set difference rate threshold range, automatically starting the difference rate automatic compensation according to the calculated difference rate; when the difference rate is positive and larger than the set positive threshold range of the difference rate, the size of the acquired image is compensated according to the negative direction of the difference rate, so that the difference rate after compensation is not larger than the set threshold range of the difference rate; when the difference rate is negative and smaller than the set negative threshold range of the difference rate, the size of the acquired image is compensated positively, so that the difference rate after compensation is not smaller than the set threshold range of the difference rate; and the consistency of the acquired image size and the standard model graph size is improved.
The working principle of the technical scheme is as follows: data cleaning is carried out on the commercial superVR panoramic big data through a commercial superVR panoramic cloud platform, so that model data interference items, image acquisition data overlapping items are integrated, fuzzy items of screening store merchant distribution data and chaotic items of merchant commodity information data are removed; combining the market building three-dimensional model data with the market image acquisition data to establish a market building three-dimensional model and a three-dimensional real-scene image model of a market image; classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted data into a three-dimensional live-action image model, taking the three-dimensional live-action image model as a coordinate system, taking the center of the three-dimensional live-action image model as a coordinate origin, and establishing the coordinate positions of the three-dimensional live-action image models of the market merchants and the commodity of the merchants; marking the information of the market merchant and the information of the merchant commodity in a coordinate system of the stereoscopic live-action image model according to the corresponding coordinate distribution, and obtaining a VR Yun Quanjing chart of the comprehensive information of the merchant and the merchant commodity;
calculating the difference rate of the acquired image size and the standard model figure size through the acquired image size acquired by the market image and the standard model figure size of the market building three-dimensional model, wherein the calculation formula is as follows:
Figure BDA0003232046250000101
Wherein P is sf For acquiring the difference rate of the image size and the standard model pattern size, ρ is the compensation adjustment parameter, L (P i ) The length, K (P i ) The width, L (P sti ) The i-th standard model graph length, K (P sti ) The width of the ith standard model graph of the three-dimensional model of the market building is the number of acquired images, and n is the number of acquired images; according to the difference rate of the acquired image size and the standard model graph size, the difference rate is automatically compensated for the coordinate system size of the acquired image, so that the consistency of the acquired image size and the standard model graph size is achieved; when the difference rate of the acquired image size and the standard model graph size exceeds a set difference rate threshold range, automatically starting the difference rate automatic compensation according to the calculated difference rate; when the difference rate is positive and larger than the set positive threshold range of the difference rate, the size of the acquired image is compensated according to the negative direction of the difference rate, so that the difference rate after compensation is not larger than the set threshold range of the difference rate; when the difference rate is negative and smaller than the set differenceThe negative threshold range of the rate, then the size of the collected image is compensated positively, so that the difference rate after compensation is not less than the set threshold range of the difference rate; the following is calculated, for example:
Figure BDA0003232046250000102
When the difference rate of the acquired image size and the standard model graph size exceeds the set difference rate threshold range-0.050, rho=0.2 and i=3, automatically starting the difference rate automatic compensation according to the calculated difference rate; the difference rate is 0.064 positive and is larger than the positive threshold range of the set difference rate by 0.050, the size of the acquired image is compensated negatively according to the difference rate, the compensation adjustment parameter rho=0.6 is increased, the overall adjustment coefficient is reduced, the difference rate after compensation is approximately equal to 0.048 and is not larger than the positive threshold range of the set difference rate by 0.050, the consistency of the size of the acquired image and the size of the standard model image is improved, and the model coordinate system and the acquired image are matched more accurately.
The beneficial effects of the technical scheme are as follows: data cleaning is carried out on the commercial superVR panoramic big data through a commercial superVR panoramic cloud platform, so that model data interference items, image acquisition data overlapping items are integrated, fuzzy items of screening store merchant distribution data and chaotic items of merchant commodity information data are removed; combining the market building three-dimensional model data with the market image acquisition data to establish a market building three-dimensional model and a three-dimensional real-scene image model of a market image; classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted data into a three-dimensional live-action image model, taking the three-dimensional live-action image model as a coordinate system, taking the center of the three-dimensional live-action image model as a coordinate origin, and establishing the coordinate positions of the three-dimensional live-action image models of the market merchants and the commodity of the merchants; marking the information of the market merchant and the information of the merchant commodity in a coordinate system of the stereoscopic live-action image model according to the corresponding coordinate distribution, and obtaining a VR Yun Quanjing chart of the comprehensive information of the merchant and the merchant commodity;
Calculating the difference rate of the acquired image size and the standard model figure size through the acquired image size acquired by the market image and the standard model figure size of the market building three-dimensional model; according to the difference rate of the acquired image size and the standard model graph size, the difference rate is automatically compensated for the coordinate system size of the acquired image, so that the consistency of the acquired image size and the standard model graph size is achieved; when the difference rate of the acquired image size and the standard model graph size exceeds a set difference rate threshold range, automatically starting the difference rate automatic compensation according to the calculated difference rate; when the difference rate is positive and larger than the set positive threshold range of the difference rate, the size of the acquired image is compensated according to the negative direction of the difference rate, so that the difference rate after compensation is not larger than the set threshold range of the difference rate; when the difference rate is negative and smaller than the set negative threshold range of the difference rate, the size of the acquired image is compensated positively, so that the difference rate after compensation is not smaller than the set threshold range of the difference rate; the consistency of the acquired image size and the standard model graph size is improved, and the model coordinate system and the acquired image are more accurately matched.
In one embodiment, S300 includes:
S301, after a user mobile phone end sends an information application, sending a VR panorama shopping guide intelligent APP installation package to the user mobile phone end, and after the VR panorama shopping guide intelligent APP is installed at the user mobile phone end, transmitting a market merchant commodity comprehensive information VR Yun Quanjing chart to the mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal;
s302, when a user mobile phone terminal selects commodity information of a commodity center through a VR panorama shopping guide intelligent APP, generating VR panorama shopping guide intelligent guidance according to the commodity information of the commodity center selected by the VR panorama shopping guide intelligent APP of the mobile phone terminal; VR panorama shopping guide intelligent guide includes: information guidance of a commodity, floor and position guidance of the commodity in a market, VR panorama guidance of the commodity when the market arrives at the commodity, and VR panorama guidance of the commodity; through VR panorama shopping guide intelligence guide, guide the customer to reach trade company commodity district and carry out shopping.
The working principle of the technical scheme is as follows: s301, after a user mobile phone end sends out an information application through wireless signal transmission, a VR panorama shopping guide intelligent APP installation package is sent to the user mobile phone end, through mobile phone end APP software installation, after the VR panorama shopping guide intelligent APP is installed at the user mobile phone end, a market merchant commodity comprehensive information VR Yun Quanjing chart is transmitted to the mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal; s302, when a user mobile phone terminal selects commodity information of a commodity in a commodity center through a VR panorama shopping guide intelligent APP, the mobile phone terminal VR panorama shopping guide intelligent APP displays the commodity information of the commodity center through a commodity center commodity comprehensive information VR Yun Quanjing chart, and VR panorama shopping guide intelligent guidance is generated according to the commodity information of the commodity center selected by the mobile phone terminal VR panorama shopping guide intelligent APP; VR panorama shopping guide intelligent guide includes: information guidance of a commodity, floor and position guidance of the commodity in a market, VR panorama guidance of the commodity when the market arrives at the commodity, and VR panorama guidance of the commodity; guiding customers to reach a commodity area of a merchant for shopping through VR panorama shopping guide intelligent guidance; through the intelligent APP of cell-phone terminal VR panorama shopping guide and the three-dimensional coordinate model of establishing, carry out indoor coordinate location and carry out panorama simultaneously and guide, solved the technical problem that planar navigation can't carry out three-dimensional and live-action.
The beneficial effects of the technical scheme are as follows: after the user mobile phone end sends out an information application, a VR panorama shopping guide intelligent APP installation package is sent to the user mobile phone end, and after the VR panorama shopping guide intelligent APP is installed at the user mobile phone end, a market merchant commodity comprehensive information VR Yun Quanjing chart is transmitted to the mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal; when a user mobile phone terminal selects commodity information of a market commodity through a VR panorama shopping guide intelligent APP, generating VR panorama shopping guide intelligent guidance according to the commodity information of the market commodity selected by the VR panorama shopping guide intelligent APP of the mobile phone terminal; VR panorama shopping guide intelligent guide includes: information guidance of a commodity, floor and position guidance of the commodity in a market, VR panorama guidance of the commodity when the market arrives at the commodity, and VR panorama guidance of the commodity; guiding customers to reach a commodity area of a merchant for shopping through VR panorama shopping guide intelligent guidance; the VR panorama shopping guide intelligent APP enables a user to conduct VR panorama shopping guide intelligent operation on a mobile phone end; through the intelligent APP of cell-phone terminal VR panorama shopping guide and the three-dimensional coordinate model of establishing, carry out indoor coordinate location and carry out panorama simultaneously and guide, solved the technical problem that planar navigation can't carry out three-dimensional and live-action.
In one embodiment, S400 includes:
s401, managing data updating of the super-VR panorama big data, and updating data of market information data, merchant information data and commodity information data according to a set market information data updating period, a merchant information data updating period and a commodity information data updating period respectively;
s402, when new merchant information is added, application information of a merchant super-new merchant is managed, and new application merchant data is timely added into merchant super-VR panorama big data according to the application information of the merchant;
s403, upgrading the comprehensive information VR Yun Quanjing chart through a cloud platform according to the updating data of the super VR panorama data of S401 and the new application merchant data of S402 and the new merchant data application to obtain a real-time latest comprehensive information VR Yun Quanjing chart;
s404, according to the latest comprehensive information VR Yun Quanjing diagram of the management subsystem of the S403 and the comprehensive information VR Yun Quanjing diagram, pushing the latest comprehensive information VR Yun Quanjing diagram to the VR panorama shopping guide intelligent APP; when the version of the VR panorama shopping guide intelligent APP is updated, the latest version of the VR panorama shopping guide intelligent APP is pushed to a user mobile phone terminal;
s405, the intelligent management method is used for comprehensively managing the data, information and upgrades of the commercial and super VR panorama big data, the comprehensive information VR Yun Quanjing diagram and the VR panorama shopping guide intelligent APP through the super VR panorama big data cloud platform, and according to the logic steps of the method, comprehensive intelligent coordination management is carried out according to the set sequence, the operation amount occupying the cloud platform and the required operation time.
The working principle of the technical scheme is as follows: s401, managing data updating of the super-VR panorama big data, and updating data of market information data, merchant information data and commodity information data according to a set market information data updating period, a merchant information data updating period and a commodity information data updating period respectively; s402, when new merchant information is added, application information of a merchant super-new merchant is managed, and new application merchant data is timely added into merchant super-VR panorama big data according to the application information of the merchant; s403, upgrading the comprehensive information VR Yun Quanjing chart through a cloud platform according to the updating data of the super VR panorama data of S401 and the new application merchant data of S402 and the new merchant data application to obtain a real-time latest comprehensive information VR Yun Quanjing chart; s404, according to the latest comprehensive information VR Yun Quanjing diagram of the management subsystem of the S403 and the comprehensive information VR Yun Quanjing diagram, pushing the latest comprehensive information VR Yun Quanjing diagram to the VR panorama shopping guide intelligent APP; when the version of the VR panorama shopping guide intelligent APP is updated, the latest version of the VR panorama shopping guide intelligent APP is pushed to a user mobile phone terminal; s405, the intelligent management method is used for comprehensively managing the data, information and upgrades of the commercial and super VR panorama big data, the comprehensive information VR Yun Quanjing diagram and the VR panorama shopping guide intelligent APP through the super VR panorama big data cloud platform, and according to the logic steps of the method, comprehensive intelligent coordination management is carried out according to the set sequence, the operation amount occupying the cloud platform and the required operation time.
The beneficial effects of the technical scheme are as follows: the method comprises the steps of managing data updating of super-commodity VR panoramic big data, and updating data of market information data, merchant information data and commodity information data according to a set market information data updating period, a merchant information data updating period and a commodity information data updating period respectively; when new merchant information is added, application information of a merchant super-new merchant is managed, and new application merchant data is timely added into merchant super-VR panorama big data according to the application information of the merchant; according to the updating data of the S401 and super VR panorama data and the new application merchant data applied by the S402 and new merchant data, upgrading the comprehensive information VR Yun Quanjing chart through a cloud platform to obtain a real-time latest comprehensive information VR Yun Quanjing chart; according to the latest comprehensive information VR Yun Quanjing diagram of the management subsystem of S403 and the comprehensive information VR Yun Quanjing diagram, the latest comprehensive information VR Yun Quanjing diagram is pushed to the VR panorama shopping guide intelligent APP; when the version of the VR panorama shopping guide intelligent APP is updated, the latest version of the VR panorama shopping guide intelligent APP is pushed to a user mobile phone terminal; the intelligent management method comprises the following steps of comprehensively managing data, information and upgrades of the commodity super VR panorama data, the comprehensive information VR Yun Quanjing chart and the VR panorama shopping guide intelligent APP in a market through a commodity super VR panorama big data cloud platform, and carrying out comprehensive intelligent coordination management according to a set sequence, the operation amount occupying the cloud platform and the required operation time according to the logic steps of the method; the efficiency updating timeliness of data management and the comprehensive management level are improved.
An intelligent VR panorama shopping guide system based on big data cloud platform, comprising:
the commercial super VR panorama big data subsystem is used for establishing commercial super VR panorama big data according to the three-dimensional model data of the market building, the data of the market image acquisition, the data of the distribution of the market businesses and the data of the commodity information of the businesses;
the commercial supercomprehensive VR panorama cloud platform subsystem is used for carrying out cloud computing processing on commercial superVR panorama big data through a commercial superVR panorama cloud platform to obtain a commercial integrated information VR Yun Quanjing chart of a commercial site and a commercial company;
the VR panorama shopping guide intelligent APP subsystem is used for generating VR panorama shopping guide intelligent guidance according to the commodity information of the market commodity selected by the VR panorama shopping guide intelligent APP at the mobile phone end through a market commodity comprehensive information VR Yun Quanjing chart, and guiding customers to arrive at a commodity area of the market for shopping;
the intelligent VR panorama shopping guide data platform management subsystem is used for comprehensively managing the commodity super VR panorama big data and comprehensive information VR Yun Quanjing chart and VR panorama shopping guide intelligent APP through the commodity super VR panorama big data cloud platform.
The working principle of the technical scheme is as follows:
the commercial super VR panorama big data subsystem is used for establishing commercial super VR panorama big data according to the three-dimensional model data of the market building, the data of the market image acquisition, the data of the distribution of the market businesses and the data of the commodity information of the businesses;
The commercial supercomprehensive VR panorama cloud platform subsystem is used for carrying out cloud computing processing on commercial superVR panorama big data through a commercial superVR panorama cloud platform to obtain a commercial integrated information VR Yun Quanjing chart of a commercial site and a commercial company;
the VR panorama shopping guide intelligent APP subsystem is used for generating VR panorama shopping guide intelligent guidance according to the commodity information of the market commodity selected by the VR panorama shopping guide intelligent APP at the mobile phone end through a market commodity comprehensive information VR Yun Quanjing chart, and guiding customers to arrive at a commodity area of the market for shopping;
the intelligent VR panorama shopping guide data platform management subsystem is used for comprehensively managing the commodity super VR panorama big data and comprehensive information VR Yun Quanjing chart and VR panorama shopping guide intelligent APP through the commodity super VR panorama big data cloud platform.
The beneficial effects of the technical scheme are as follows: establishing super VR panorama big data according to the three-dimensional model data of the market building, the market image acquisition data, the market merchant distribution data and the merchant commodity information data; the commercial supercomprehensive VR panorama cloud platform subsystem is used for carrying out cloud computing processing on commercial superVR panorama big data through a commercial superVR panorama cloud platform to obtain a commercial integrated information VR Yun Quanjing chart of a commercial site and a commercial company; the VR panorama shopping guide intelligent APP subsystem is used for generating VR panorama shopping guide intelligent guidance according to the commodity information of the market commodity selected by the VR panorama shopping guide intelligent APP at the mobile phone end through a market commodity comprehensive information VR Yun Quanjing chart, and guiding customers to arrive at a commodity area of the market for shopping; the intelligent VR panorama shopping guide data platform management subsystem is used for comprehensively managing the commodity super VR panorama big data and comprehensive information VR Yun Quanjing diagram and VR panorama shopping guide intelligent APP through the commodity super VR panorama big data cloud platform; establishing super-VR panorama big data according to the three-dimensional model data of the market building, the image acquisition data of the market, the distribution data of the market and the commodity information data of the market, carrying out the consistency comprehensive treatment on various data, and establishing a super-VR panorama big data base better by the consistency comprehensive treatment on the model data, the image acquisition data, the distribution data and the information data of different types; through the super-commodity VR panorama cloud platform, cloud computing processing is carried out on the super-commodity VR panorama big data, a commodity comprehensive information VR Yun Quanjing chart of a commodity center is obtained, the commodity comprehensive information of the commodity center can comprehensively reflect comprehensive data information of the commodity center, and the super-commodity VR panorama can display the commodity center information in an all-angle mode; through the market commodity comprehensive information VR Yun Quanjing diagram, according to market commodity information selected by the mobile phone terminal VR panorama shopping guide intelligent APP, VR panorama shopping guide intelligent guidance is generated, customers are guided to arrive at a commodity area of the merchant for shopping, panorama intelligent guidance can be carried out, actual space states can be intelligently attached to the market VR panorama, and the customers can experience space angles and omnibearing market reality; through super VR panorama big data cloud platform management center of merchant to super VR panorama big data, integrated information VR Yun Quanjing diagram, VR panorama shopping guide intelligence APP carry out integrated management, comprehensive data information scene management to can in time update, make the update of super VR panorama big data more timely, customer market trade company all can be through cloud platform intelligence comprehensive high-efficient better experience and management efficiency of obtaining.
In one embodiment, the commercial supervr panorama big data subsystem comprises:
the market building three-dimensional model subsystem is used for comprehensively modeling the whole structure, the layering height, the channel network, the stair elevator and the functional area of the market building and establishing market building three-dimensional model data;
the market image acquisition subsystem is used for respectively acquiring image information acquired by shooting of a market, image information acquired by shooting of a merchant, image information acquired by shooting of a commodity area and image information acquired by shooting of a cruise, and establishing market image acquisition data;
the store merchant distribution subsystem is used for establishing store merchant distribution data according to store merchant directory information and floor, distribution area and position direction information of a store merchant;
the merchant commodity information subsystem is used for establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of the merchant;
and the commodity super VR panorama data collection subsystem is used for classifying and sorting the three-dimensional model data of the market building, the image acquisition data of the market, the distribution data of the market and the commodity information data of the commodity, classifying and collecting and inputting according to the classified and sorted data types, and establishing the commodity super VR panorama data.
The working principle of the technical scheme is as follows:
the market building three-dimensional model subsystem is used for comprehensively modeling the whole structure, the layering height, the channel network, the stair elevator and the functional area of the market building and establishing market building three-dimensional model data;
the market image acquisition subsystem is used for respectively acquiring image information acquired by shooting of a market, image information acquired by shooting of a merchant, image information acquired by shooting of a commodity area and image information acquired by shooting of a cruise, and establishing market image acquisition data;
the store merchant distribution subsystem is used for establishing store merchant distribution data according to store merchant directory information and floor, distribution area and position direction information of a store merchant;
the merchant commodity information subsystem is used for establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of the merchant;
and the commodity super VR panorama data collection subsystem is used for classifying and sorting the three-dimensional model data of the market building, the image acquisition data of the market, the distribution data of the market and the commodity information data of the commodity, classifying and collecting and inputting according to the classified and sorted data types, and establishing the commodity super VR panorama data.
The beneficial effects of the technical scheme are as follows: the market building three-dimensional model subsystem is used for comprehensively modeling the whole structure, the layering height, the channel network, the stair elevator and the functional area of the market building and establishing market building three-dimensional model data; the market image acquisition subsystem is used for respectively acquiring image information acquired by shooting of a market, image information acquired by shooting of a merchant, image information acquired by shooting of a commodity area and image information acquired by shooting of a cruise, and establishing market image acquisition data; the store merchant distribution subsystem is used for establishing store merchant distribution data according to store merchant directory information and floor, distribution area and position direction information of a store merchant; the merchant commodity information subsystem is used for establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of the merchant; the commercial super VR panorama big data collection subsystem is used for classifying and sorting the three-dimensional model data of the market building, the data of the image acquisition of the market, the distribution data of the market and the commodity information data of the market, classifying, collecting and inputting according to the classified and sorted data types, and establishing commercial super VR panorama big data; the overall structure, the layering height, the channel network, the stair lift and the functional area of the market building are comprehensively modeled, so that the comprehensive unification of data modeling is improved; the image information acquired by various modes can enable the image data to be more comprehensive and has the technical advantage of updating real-time; the coverage of the floor, the distribution area and the position direction to the coordinates of the merchant in the mall is more specific; the three-dimensional model data of the market building, the market image acquisition data, the market merchant distribution data and the merchant commodity information data are classified and arranged, classified, collected and input according to the classified and arranged data types are classified and collected through the data, so that various conversions of the data are reduced, and the overall reality of the original data is maintained.
In one embodiment, the commercial ultra-comprehensive VR panorama platform subsystem comprises:
the VR panorama cloud platform data cleaning subsystem is used for cleaning the commercial super VR panorama big data through the commercial super VR panorama cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of market merchant distribution data and chaotic items of merchant commodity information data;
the VR panoramic cloud platform stereoscopic real-scene model subsystem is used for combining the market building stereoscopic model data and the market image acquisition data to establish a market building stereoscopic model and a stereoscopic real-scene image model of a market image;
the VR panoramic cloud platform real-scene model coordinate subsystem is used for classifying and sorting the distribution data of the shops and the commodity information data of the shops, collecting the classified and sorted data into a three-dimensional real-scene image model, and establishing the coordinate positions of the three-dimensional real-scene image models of the shops and the commodity of the shops by taking the three-dimensional real-scene image model as a coordinate system;
the commercial super comprehensive VR panorama information subsystem is used for marking market commercial information and commercial commodity information in a corresponding coordinate distribution manner in a three-dimensional real-scene image model coordinate system to obtain a market commercial commodity comprehensive information VR Yun Quanjing chart; calculating the difference rate of the acquired image size and the standard model figure size through the acquired image size acquired by the market image and the standard model figure size of the market building three-dimensional model; according to the difference rate of the acquired image size and the standard model graph size, the difference rate is automatically compensated for the coordinate system size of the acquired image, so that the consistency of the acquired image size and the standard model graph size is achieved; when the difference rate of the acquired image size and the standard model graph size exceeds a set difference rate threshold range, automatically starting the difference rate automatic compensation according to the calculated difference rate; when the difference rate is positive and larger than the set positive threshold range of the difference rate, the size of the acquired image is compensated according to the negative direction of the difference rate, so that the difference rate after compensation is not larger than the set threshold range of the difference rate; when the difference rate is negative and smaller than the set negative threshold range of the difference rate, the size of the acquired image is compensated positively, so that the difference rate after compensation is not smaller than the set threshold range of the difference rate; and the consistency of the acquired image size and the standard model graph size is improved.
The working principle of the technical scheme is as follows:
the VR panorama cloud platform data cleaning subsystem is used for cleaning the commercial super VR panorama big data through the commercial super VR panorama cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of market merchant distribution data and chaotic items of merchant commodity information data;
the VR panoramic cloud platform stereoscopic real-scene model subsystem is used for combining the market building stereoscopic model data and the market image acquisition data to establish a market building stereoscopic model and a stereoscopic real-scene image model of a market image;
the VR panoramic cloud platform real-scene model coordinate subsystem is used for classifying and sorting the distribution data of the shops and the commodity information data of the shops, collecting the classified and sorted data into a three-dimensional real-scene image model, and establishing the coordinate positions of the three-dimensional real-scene image models of the shops and the commodity of the shops by taking the three-dimensional real-scene image model as a coordinate system;
the commercial super comprehensive VR panorama information subsystem is used for marking market commercial information and commercial commodity information in a corresponding coordinate distribution manner in a three-dimensional real-scene image model coordinate system to obtain a market commercial commodity comprehensive information VR Yun Quanjing chart;
Calculating the difference rate of the acquired image size and the standard model figure size through the acquired image size acquired by the market image and the standard model figure size of the market building three-dimensional model, wherein the calculation formula is as follows:
Figure BDA0003232046250000171
wherein P is sf For acquiring the difference rate of the image size and the standard model pattern size, ρ is the compensation adjustment parameter, L (P i ) The length, K (P i ) The width, L (P sti ) The i-th standard model graph length, K (P sti ) The width of the ith standard model graph of the three-dimensional model of the market building is the number of acquired images, and n is the number of acquired images; according to the difference rate of the acquired image size and the standard model graph size, the difference rate is automatically compensated for the coordinate system size of the acquired image, so that the consistency of the acquired image size and the standard model graph size is achieved; when the difference rate of the acquired image size and the standard model graph size exceeds a set difference rate threshold range, automatically starting the difference rate automatic compensation according to the calculated difference rate; when the difference rate is positive and larger than the set positive threshold range of the difference rate, the size of the acquired image is compensated according to the negative direction of the difference rate, so that the difference rate after compensation is not larger than the set threshold range of the difference rate; when the difference rate is negative and smaller than the set negative threshold range of the difference rate, the size of the acquired image is compensated positively, so that the difference rate after compensation is not smaller than the set threshold range of the difference rate; the following is calculated, for example:
Figure BDA0003232046250000181
When the difference rate of the acquired image size and the standard model graph size exceeds the set difference rate threshold range-0.050, rho=0.2 and i=3, automatically starting the difference rate automatic compensation according to the calculated difference rate; the difference rate is 0.064 positive and is larger than the positive threshold range of the set difference rate by 0.050, the size of the acquired image is compensated negatively according to the difference rate, the compensation adjustment parameter rho=0.6 is increased, the overall adjustment coefficient is reduced, the difference rate after compensation is approximately equal to 0.048 and is not larger than the positive threshold range of the set difference rate by 0.050, the consistency of the size of the acquired image and the size of the standard model image is improved, and the model coordinate system and the acquired image are matched more accurately.
The beneficial effects of the technical scheme are as follows: the VR panorama cloud platform data cleaning subsystem is used for cleaning the commercial super VR panorama big data through the commercial super VR panorama cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of market merchant distribution data and chaotic items of merchant commodity information data; the VR panoramic cloud platform stereoscopic real-scene model subsystem is used for combining the market building stereoscopic model data and the market image acquisition data to establish a market building stereoscopic model and a stereoscopic real-scene image model of a market image; the VR panoramic cloud platform real-scene model coordinate subsystem is used for classifying and sorting the distribution data of the shops and the commodity information data of the shops, collecting the classified and sorted data into a three-dimensional real-scene image model, and establishing the coordinate positions of the three-dimensional real-scene image models of the shops and the commodity of the shops by taking the three-dimensional real-scene image model as a coordinate system; the commercial super comprehensive VR panorama information subsystem is used for marking market commercial information and commercial commodity information in a corresponding coordinate distribution manner in a three-dimensional real-scene image model coordinate system to obtain a market commercial commodity comprehensive information VR Yun Quanjing chart;
Calculating the difference rate of the acquired image size and the standard model figure size through the acquired image size acquired by the market image and the standard model figure size of the market building three-dimensional model; according to the difference rate of the acquired image size and the standard model graph size, the difference rate is automatically compensated for the coordinate system size of the acquired image, so that the consistency of the acquired image size and the standard model graph size is achieved; when the difference rate of the acquired image size and the standard model graph size exceeds a set difference rate threshold range, automatically starting the difference rate automatic compensation according to the calculated difference rate; when the difference rate is positive and larger than the set positive threshold range of the difference rate, the size of the acquired image is compensated according to the negative direction of the difference rate, so that the difference rate after compensation is not larger than the set threshold range of the difference rate; when the difference rate is negative and smaller than the set negative threshold range of the difference rate, the size of the acquired image is compensated positively, so that the difference rate after compensation is not smaller than the set threshold range of the difference rate; the consistency of the acquired image size and the standard model graph size is improved, and the model coordinate system and the acquired image are more accurately matched.
In one embodiment, the VR panorama shopping guide intelligent APP subsystem comprises:
The VR panorama information wireless transmission subsystem is used for transmitting a VR panorama shopping guide intelligent APP installation package to a user mobile phone terminal after the user mobile phone terminal sends an information application, and transmitting a market merchant commodity comprehensive information VR Yun Quanjing chart to the mobile phone terminal VR panorama shopping guide intelligent APP through a mobile network signal after the VR panorama shopping guide intelligent APP is installed at the user mobile phone terminal;
a VR panorama shopping guide intelligent guiding subsystem for when the user mobile phone terminal selects the commodity information of the market commodity through the VR panorama shopping guide intelligent APP, generating VR panorama shopping guide intelligent guidance according to market commodity information selected by the mobile phone terminal VR panorama shopping guide intelligent APP;
VR panorama shopping guide intelligence guide subsystem for through VR panorama shopping guide intelligence guide, include: information guidance of a commodity, floor and position guidance of the commodity in a market, VR panorama guidance of the commodity when the market arrives at the commodity, and VR panorama guidance of the commodity; guiding the customer to the commodity area of the merchant to make shopping.
The working principle of the technical scheme is as follows:
the VR panorama information wireless transmission subsystem is used for transmitting a VR panorama shopping guide intelligent APP installation package to a user mobile phone terminal after the user mobile phone terminal sends an information application, and transmitting a market merchant commodity comprehensive information VR Yun Quanjing chart to the mobile phone terminal VR panorama shopping guide intelligent APP through a mobile network signal after the VR panorama shopping guide intelligent APP is installed at the user mobile phone terminal; a VR panorama shopping guide intelligent guiding subsystem for when the user mobile phone terminal selects the commodity information of the market commodity through the VR panorama shopping guide intelligent APP, generating VR panorama shopping guide intelligent guidance according to market commodity information selected by the mobile phone terminal VR panorama shopping guide intelligent APP; VR panorama shopping guide intelligence guide subsystem for through VR panorama shopping guide intelligence guide, include: information guidance of a commodity, floor and position guidance of the commodity in a market, VR panorama guidance of the commodity when the market arrives at the commodity, and VR panorama guidance of the commodity; guiding the customer to the commodity area of the merchant to make shopping.
The beneficial effects of the technical scheme are as follows: the VR panorama information wireless transmission subsystem is used for transmitting a VR panorama shopping guide intelligent APP installation package to a user mobile phone terminal after the user mobile phone terminal sends an information application, and transmitting a market merchant commodity comprehensive information VR Yun Quanjing chart to the mobile phone terminal VR panorama shopping guide intelligent APP through a mobile network signal after the VR panorama shopping guide intelligent APP is installed at the user mobile phone terminal; a VR panorama shopping guide intelligent guiding subsystem for when the user mobile phone terminal selects the commodity information of the market commodity through the VR panorama shopping guide intelligent APP, generating VR panorama shopping guide intelligent guidance according to market commodity information selected by the mobile phone terminal VR panorama shopping guide intelligent APP; VR panorama shopping guide intelligence guide subsystem for through VR panorama shopping guide intelligence guide, include: information guidance of a commodity, floor and position guidance of the commodity in a market, VR panorama guidance of the commodity when the market arrives at the commodity, and VR panorama guidance of the commodity; guiding the customer to reach the commodity area of the merchant to make shopping; guiding customers to reach a commodity area of a merchant for shopping through VR panorama shopping guide intelligent guidance; the VR panorama shopping guide intelligent APP enables a user to conduct VR panorama shopping guide intelligent operation on a mobile phone end; through the intelligent APP of cell-phone terminal VR panorama shopping guide and the three-dimensional coordinate model of establishing, carry out indoor coordinate location and carry out panorama simultaneously and guide, solved the technical problem that planar navigation can't carry out three-dimensional and live-action.
In one embodiment, the intelligent VR panorama shopping guide data platform management subsystem comprises:
and the commercial super VR panorama big data updating subsystem: the method comprises the steps of managing data updating of super-VR panoramic big data, and updating data of market information data, merchant information data and commodity information data according to a set market information data updating period, a merchant information data updating period and a commodity information data updating period respectively;
the new merchant data application management subsystem: when new merchant information is added, the application information of the merchant super-new merchant is managed, and new application merchant data is timely added into the merchant super-VR panorama big data according to the application information of the merchant;
the comprehensive information VR Yun Quanjing map management subsystem is used for upgrading the comprehensive information VR Yun Quanjing map through the cloud platform according to the update data of the super-merchant VR panorama big data update subsystem and the new application merchant data of the new merchant data application management subsystem to obtain a real-time latest comprehensive information VR Yun Quanjing map;
the VR panorama shopping guide intelligent APP management subsystem is used for pushing the latest comprehensive information VR Yun Quanjing chart to the VR panorama shopping guide intelligent APP according to the latest comprehensive information VR Yun Quanjing chart of the comprehensive information VR Yun Quanjing chart management subsystem; when the version of the VR panorama shopping guide intelligent APP is updated, the latest version of the VR panorama shopping guide intelligent APP is pushed to a user mobile phone terminal;
The intelligent VR panorama shopping guide comprehensive management subsystem is used for comprehensively managing the data, information and upgrading of the commodity super VR panorama big data, the comprehensive information VR Yun Quanjing chart and the VR panorama shopping guide intelligent APP of a market through the commodity super VR panorama big data cloud platform, and carrying out comprehensive intelligent coordination management according to the set sequence, the calculation amount occupying the cloud platform and the required calculation time according to the logic steps of the method.
The working principle of the technical scheme is as follows:
and the commercial super VR panorama big data updating subsystem: the method comprises the steps of managing data updating of super-VR panoramic big data, and updating data of market information data, merchant information data and commodity information data according to a set market information data updating period, a merchant information data updating period and a commodity information data updating period respectively;
the new merchant data application management subsystem: when new merchant information is added, the application information of the merchant super-new merchant is managed, and new application merchant data is timely added into the merchant super-VR panorama big data according to the application information of the merchant;
the comprehensive information VR Yun Quanjing map management subsystem is used for upgrading the comprehensive information VR Yun Quanjing map through the cloud platform according to the update data of the super-merchant VR panorama big data update subsystem and the new application merchant data of the new merchant data application management subsystem to obtain a real-time latest comprehensive information VR Yun Quanjing map;
The VR panorama shopping guide intelligent APP management subsystem is used for pushing the latest comprehensive information VR Yun Quanjing chart to the VR panorama shopping guide intelligent APP according to the latest comprehensive information VR Yun Quanjing chart of the comprehensive information VR Yun Quanjing chart management subsystem; when the version of the VR panorama shopping guide intelligent APP is updated, the latest version of the VR panorama shopping guide intelligent APP is pushed to a user mobile phone terminal;
the intelligent VR panorama shopping guide comprehensive management subsystem is used for comprehensively managing the data, information and upgrading of the commodity super VR panorama big data, the comprehensive information VR Yun Quanjing chart and the VR panorama shopping guide intelligent APP of a market through the commodity super VR panorama big data cloud platform, and carrying out comprehensive intelligent coordination management according to the set sequence, the calculation amount occupying the cloud platform and the required calculation time according to the logic steps of the method.
The beneficial effects of the technical scheme are as follows: and the commercial super VR panorama big data updating subsystem: the method comprises the steps of managing data updating of super-VR panoramic big data, and updating data of market information data, merchant information data and commodity information data according to a set market information data updating period, a merchant information data updating period and a commodity information data updating period respectively;
The new merchant data application management subsystem: when new merchant information is added, the application information of the merchant super-new merchant is managed, and new application merchant data is timely added into the merchant super-VR panorama big data according to the application information of the merchant; the comprehensive information VR Yun Quanjing map management subsystem is used for upgrading the comprehensive information VR Yun Quanjing map through the cloud platform according to the update data of the super-merchant VR panorama big data update subsystem and the new application merchant data of the new merchant data application management subsystem to obtain a real-time latest comprehensive information VR Yun Quanjing map; the VR panorama shopping guide intelligent APP management subsystem is used for pushing the latest comprehensive information VR Yun Quanjing chart to the VR panorama shopping guide intelligent APP according to the latest comprehensive information VR Yun Quanjing chart of the comprehensive information VR Yun Quanjing chart management subsystem; when the version of the VR panorama shopping guide intelligent APP is updated, the latest version of the VR panorama shopping guide intelligent APP is pushed to a user mobile phone terminal; the intelligent VR panorama shopping guide comprehensive management subsystem is used for comprehensively managing the data, information and upgrading of the commodity super VR panorama big data, the comprehensive information VR Yun Quanjing diagram and the VR panorama shopping guide intelligent APP of a market through the commodity super VR panorama big data cloud platform, and carrying out comprehensive intelligent coordination management according to the set sequence, the calculation amount occupying the cloud platform and the required calculation time according to the logic steps of the method; the efficiency updating timeliness of data management and the comprehensive management level are improved.
Although embodiments of the present invention have been disclosed above, it is not limited to the details and embodiments shown and described, it is well suited to various fields of use for which the invention would be readily apparent to those skilled in the art, and accordingly, the invention is not limited to the specific details and illustrations shown and described herein, without departing from the general concepts defined in the claims and their equivalents.

Claims (8)

1. An intelligent VR panorama shopping guide method based on a big data cloud platform is characterized by comprising the following steps:
s100, establishing super VR panorama data according to market building three-dimensional model data, market image acquisition data, market merchant distribution data and merchant commodity information data;
s200, carrying out cloud computing processing on the super-commercial VR panorama data of the S100 through a super-commercial VR panorama cloud platform to obtain a commercial integrated information VR Yun Quanjing chart of a commercial site and commercial products;
s300, generating VR panorama shopping guide intelligent guidance according to market commodity information selected by a mobile phone terminal VR panorama shopping guide intelligent APP through a market commodity comprehensive information VR Yun Quanjing chart of the S200, and guiding customers to arrive at a commodity area of the market for shopping;
s400, comprehensively managing the commercial superVR panorama big data, the comprehensive information VR Yun Quanjing diagram and the VR panorama shopping guide intelligent APP through a commercial superVR panorama big data cloud platform management center;
S200, comprising:
s201, carrying out data cleaning on the super-commercial VR panoramic big data through a super-commercial VR panoramic cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of commercial distribution data of a commercial site and chaotic items of commercial commodity information data of the commercial site;
s202, combining market building three-dimensional model data and market image acquisition data to establish a market building three-dimensional model and a three-dimensional real-scene image model of a market image;
s203, classifying and sorting the distribution data of the market merchants and the commodity information data of the merchants, collecting the classified and sorted data into a three-dimensional real-scene image model, and establishing the coordinate positions of the three-dimensional real-scene image models of the market merchants and the merchant commodities by taking the three-dimensional real-scene image model as a coordinate system and taking the center of the three-dimensional real-scene image model as a coordinate origin;
s204, marking the information of the market merchant and the information of the merchant commodity in a coordinate system of the stereoscopic live-action image model in a corresponding coordinate distribution manner to obtain a VR Yun Quanjing chart of the comprehensive information of the merchant and the merchant commodity; calculating the difference rate of the acquired image size and the standard model figure size through the acquired image size acquired by the market image and the standard model figure size of the market building three-dimensional model; according to the difference rate of the acquired image size and the standard model graph size, the difference rate is automatically compensated for the coordinate system size of the acquired image, so that the consistency of the acquired image size and the standard model graph size is achieved; when the difference rate of the acquired image size and the standard model graph size exceeds a set difference rate threshold range, automatically starting the difference rate automatic compensation according to the calculated difference rate; when the difference rate is positive and larger than the set positive threshold range of the difference rate, the size of the acquired image is compensated according to the negative direction of the difference rate, so that the difference rate after compensation is not larger than the set threshold range of the difference rate; when the difference rate is negative and smaller than the set negative threshold range of the difference rate, the size of the acquired image is compensated positively, so that the difference rate after compensation is not smaller than the set threshold range of the difference rate; and the consistency of the acquired image size and the standard model graph size is improved.
2. The intelligent VR panorama shopping guide method based on the big data cloud platform as claimed in claim 1, wherein,
s100 includes:
s101, comprehensively modeling a whole structure, a layering height, a channel network, a stair lift and a functional area of a market building to establish three-dimensional model data of the market building;
s102, respectively acquiring image information acquired by shooting of a market, image information acquired by shooting of a merchant, image information acquired by shooting of a commodity area and image information acquired by shooting of a cruising camera, and establishing market image acquisition data;
s103, establishing market merchant distribution data according to the directory information of the market merchants, the floor, the distribution area and the position direction information of the market merchants;
s104, establishing merchant commodity information data according to the internal arrangement of the merchant, commodity type, commodity name and commodity position;
s105, classifying and sorting the three-dimensional model data of the market building, the market image acquisition data, the distribution data of the market and the commodity information data of the market, classifying, collecting and inputting according to the classified and sorted data types, and establishing super VR panorama data.
3. The intelligent VR panorama shopping guide method based on a big data cloud platform of claim 1, wherein S300 comprises:
S301, after a user mobile phone end sends an information application, sending a VR panorama shopping guide intelligent APP installation package to the user mobile phone end, and after the VR panorama shopping guide intelligent APP is installed at the user mobile phone end, transmitting a market merchant commodity comprehensive information VR Yun Quanjing chart to the mobile phone end VR panorama shopping guide intelligent APP through a mobile network signal;
s302, when a user mobile phone terminal selects commodity information of a commodity center through a VR panorama shopping guide intelligent APP, generating VR panorama shopping guide intelligent guidance according to the commodity information of the commodity center selected by the VR panorama shopping guide intelligent APP of the mobile phone terminal; VR panorama shopping guide intelligent guide includes: information guidance of a commodity, floor and position guidance of the commodity in a market, VR panorama guidance of the commodity when the market arrives at the commodity, and VR panorama guidance of the commodity; through VR panorama shopping guide intelligence guide, guide the customer to reach trade company commodity district and carry out shopping.
4. The intelligent VR panorama shopping guide method based on a big data cloud platform of claim 1, wherein S400 comprises:
s401, managing data updating of the super-VR panorama big data, and updating data of market information data, merchant information data and commodity information data according to a set market information data updating period, a merchant information data updating period and a commodity information data updating period respectively;
S402, when new merchant information is added, application information of a merchant super-new merchant is managed, and new application merchant data is timely added into merchant super-VR panorama big data according to the application information of the merchant;
s403, upgrading the comprehensive information VR Yun Quanjing chart through a cloud platform according to the updating data of the super VR panorama data of S401 and the new application merchant data of S402 and the new merchant data application to obtain a real-time latest comprehensive information VR Yun Quanjing chart;
s404, according to the latest comprehensive information VR Yun Quanjing diagram of the management subsystem of the S403 and the comprehensive information VR Yun Quanjing diagram, pushing the latest comprehensive information VR Yun Quanjing diagram to the VR panorama shopping guide intelligent APP; when the version of the VR panorama shopping guide intelligent APP is updated, the latest version of the VR panorama shopping guide intelligent APP is pushed to a user mobile phone terminal;
and S405, carrying out comprehensive management on the data, information and upgrade of the super-commercial VR panoramic big data, the comprehensive information VR Yun Quanjing diagram and the VR panorama shopping guide intelligent APP by a commercial venue through the super-commercial VR panoramic big data cloud platform, and carrying out comprehensive intelligent coordination management according to the set sequence, the calculation amount occupying the cloud platform and the required calculation time according to the logic steps of S405.
5. Intelligent VR panorama shopping guide system based on big data cloud platform, its characterized in that includes:
the commercial super VR panorama big data subsystem is used for establishing commercial super VR panorama big data according to the three-dimensional model data of the market building, the data of the market image acquisition, the data of the distribution of the market businesses and the data of the commodity information of the businesses;
the commercial supercomprehensive VR panorama cloud platform subsystem is used for carrying out cloud computing processing on commercial superVR panorama big data through a commercial superVR panorama cloud platform to obtain a commercial integrated information VR Yun Quanjing chart of a commercial site and a commercial company;
the VR panorama shopping guide intelligent APP subsystem is used for generating VR panorama shopping guide intelligent guidance according to the commodity information of the market commodity selected by the VR panorama shopping guide intelligent APP at the mobile phone end through a market commodity comprehensive information VR Yun Quanjing chart, and guiding customers to arrive at a commodity area of the market for shopping;
the intelligent VR panorama shopping guide data platform management subsystem is used for comprehensively managing the commodity super VR panorama big data and comprehensive information VR Yun Quanjing diagram and VR panorama shopping guide intelligent APP through the commodity super VR panorama big data cloud platform;
the super-commercial integrated VR panoramic cloud platform subsystem comprises:
the VR panorama cloud platform data cleaning subsystem is used for cleaning the commercial super VR panorama big data through the commercial super VR panorama cloud platform, removing model data interference items, integrating image acquisition data overlapping items, screening fuzzy items of market merchant distribution data and chaotic items of merchant commodity information data;
The VR panoramic cloud platform stereoscopic real-scene model subsystem is used for combining the market building stereoscopic model data and the market image acquisition data to establish a market building stereoscopic model and a stereoscopic real-scene image model of a market image;
the VR panoramic cloud platform real-scene model coordinate subsystem is used for classifying and sorting the distribution data of the shops and the commodity information data of the shops, collecting the classified and sorted data into a three-dimensional real-scene image model, and establishing the coordinate positions of the three-dimensional real-scene image models of the shops and the commodity of the shops by taking the three-dimensional real-scene image model as a coordinate system;
the commercial super comprehensive VR panorama information subsystem is used for marking market commercial information and commercial commodity information in a corresponding coordinate distribution manner in a three-dimensional real-scene image model coordinate system to obtain a market commercial commodity comprehensive information VR Yun Quanjing chart; calculating the difference rate of the acquired image size and the standard model figure size through the acquired image size acquired by the market image and the standard model figure size of the market building three-dimensional model; according to the difference rate of the acquired image size and the standard model graph size, the difference rate is automatically compensated for the coordinate system size of the acquired image, so that the consistency of the acquired image size and the standard model graph size is achieved; when the difference rate of the acquired image size and the standard model graph size exceeds a set difference rate threshold range, automatically starting the difference rate automatic compensation according to the calculated difference rate; when the difference rate is positive and larger than the set positive threshold range of the difference rate, the size of the acquired image is compensated according to the negative direction of the difference rate, so that the difference rate after compensation is not larger than the set threshold range of the difference rate; when the difference rate is negative and smaller than the set negative threshold range of the difference rate, the size of the acquired image is compensated positively, so that the difference rate after compensation is not smaller than the set threshold range of the difference rate; and the consistency of the acquired image size and the standard model graph size is improved.
6. The intelligent VR panorama shopping guide system based on a big data cloud platform of claim 5, wherein the merchant super VR panorama big data subsystem comprises:
the market building three-dimensional model subsystem is used for comprehensively modeling the whole structure, the layering height, the channel network, the stair elevator and the functional area of the market building and establishing market building three-dimensional model data;
the market image acquisition subsystem is used for respectively acquiring image information acquired by shooting of a market, image information acquired by shooting of a merchant, image information acquired by shooting of a commodity area and image information acquired by shooting of a cruise, and establishing market image acquisition data;
the store merchant distribution subsystem is used for establishing store merchant distribution data according to store merchant directory information and floor, distribution area and position direction information of a store merchant;
the merchant commodity information subsystem is used for establishing merchant commodity information data according to the internal arrangement, commodity type, commodity name and commodity position of the merchant;
and the commodity super VR panorama data collection subsystem is used for classifying and sorting the three-dimensional model data of the market building, the image acquisition data of the market, the distribution data of the market and the commodity information data of the commodity, classifying and collecting and inputting according to the classified and sorted data types, and establishing the commodity super VR panorama data.
7. The intelligent VR panorama shopping guide system based on a big data cloud platform of claim 5, wherein the VR panorama shopping guide intelligent APP subsystem comprises:
the VR panorama information wireless transmission subsystem is used for transmitting a VR panorama shopping guide intelligent APP installation package to a user mobile phone terminal after the user mobile phone terminal sends an information application, and transmitting a market merchant commodity comprehensive information VR Yun Quanjing chart to the mobile phone terminal VR panorama shopping guide intelligent APP through a mobile network signal after the VR panorama shopping guide intelligent APP is installed at the user mobile phone terminal;
a VR panorama shopping guide intelligent guiding subsystem for when the user mobile phone terminal selects the commodity information of the market commodity through the VR panorama shopping guide intelligent APP, generating VR panorama shopping guide intelligent guidance according to market commodity information selected by the mobile phone terminal VR panorama shopping guide intelligent APP;
VR panorama shopping guide intelligence guide subsystem for through VR panorama shopping guide intelligence guide, include: information guidance of a commodity, floor and position guidance of the commodity in a market, VR panorama guidance of the commodity when the market arrives at the commodity, and VR panorama guidance of the commodity; guiding the customer to the commodity area of the merchant to make shopping.
8. The intelligent VR panorama shopping guide system based on a big data cloud platform of claim 5, wherein the intelligent VR panorama shopping guide data platform management subsystem comprises:
And the commercial super VR panorama big data updating subsystem: the method comprises the steps of managing data updating of super-VR panoramic big data, and updating data of market information data, merchant information data and commodity information data according to a set market information data updating period, a merchant information data updating period and a commodity information data updating period respectively;
the new merchant data application management subsystem: when new merchant information is added, the application information of the merchant super-new merchant is managed, and new application merchant data is timely added into the merchant super-VR panorama big data according to the application information of the merchant;
the comprehensive information VR Yun Quanjing map management subsystem is used for upgrading the comprehensive information VR Yun Quanjing map through the cloud platform according to the update data of the super-merchant VR panorama big data update subsystem and the new application merchant data of the new merchant data application management subsystem to obtain a real-time latest comprehensive information VR Yun Quanjing map;
the VR panorama shopping guide intelligent APP management subsystem is used for pushing the latest comprehensive information VR Yun Quanjing chart to the VR panorama shopping guide intelligent APP according to the latest comprehensive information VR Yun Quanjing chart of the comprehensive information VR Yun Quanjing chart management subsystem; when the version of the VR panorama shopping guide intelligent APP is updated, the latest version of the VR panorama shopping guide intelligent APP is pushed to a user mobile phone terminal;
The intelligent VR panorama shopping guide comprehensive management subsystem is used for comprehensively managing the data, information and upgrading of the commodity super VR panorama big data, the comprehensive information VR Yun Quanjing diagram and the VR panorama shopping guide intelligent APP of a market through the commodity super VR panorama big data cloud platform, and carrying out comprehensive intelligent coordination management according to the logic steps of the intelligent VR panorama shopping guide comprehensive management subsystem method, the set sequence, the operation amount occupying the cloud platform and the required operation time.
CN202110989681.9A 2021-08-26 2021-08-26 Intelligent VR panorama shopping guide method and system based on big data cloud platform Active CN113674434B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110989681.9A CN113674434B (en) 2021-08-26 2021-08-26 Intelligent VR panorama shopping guide method and system based on big data cloud platform

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110989681.9A CN113674434B (en) 2021-08-26 2021-08-26 Intelligent VR panorama shopping guide method and system based on big data cloud platform

Publications (2)

Publication Number Publication Date
CN113674434A CN113674434A (en) 2021-11-19
CN113674434B true CN113674434B (en) 2023-06-16

Family

ID=78546625

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110989681.9A Active CN113674434B (en) 2021-08-26 2021-08-26 Intelligent VR panorama shopping guide method and system based on big data cloud platform

Country Status (1)

Country Link
CN (1) CN113674434B (en)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108196671A (en) * 2017-12-26 2018-06-22 深圳市亿道数码技术有限公司 Method for displaying image and virtual reality device in virtual reality device
CN110850967A (en) * 2019-10-22 2020-02-28 苏州日煊数字科技有限公司 Intelligent supermarket shopping method and system based on virtual reality and cloud computing
CN111461806A (en) * 2019-01-21 2020-07-28 深圳增强现实技术有限公司 Marketing cloud service platform based on AR, AR intelligent device, system and method
CN112837110A (en) * 2019-11-22 2021-05-25 十堰企兴企业管理顾问有限公司 Intelligent electronic commerce platform

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108196671A (en) * 2017-12-26 2018-06-22 深圳市亿道数码技术有限公司 Method for displaying image and virtual reality device in virtual reality device
CN111461806A (en) * 2019-01-21 2020-07-28 深圳增强现实技术有限公司 Marketing cloud service platform based on AR, AR intelligent device, system and method
CN110850967A (en) * 2019-10-22 2020-02-28 苏州日煊数字科技有限公司 Intelligent supermarket shopping method and system based on virtual reality and cloud computing
CN112837110A (en) * 2019-11-22 2021-05-25 十堰企兴企业管理顾问有限公司 Intelligent electronic commerce platform

Also Published As

Publication number Publication date
CN113674434A (en) 2021-11-19

Similar Documents

Publication Publication Date Title
US11445385B2 (en) Systems and methods for communications node upgrade and selection
CN109614935B (en) Vehicle damage assessment method and device, storage medium and electronic equipment
KR102160990B1 (en) Server and method for 3d city modeling based on object, and system using the same
CN109359170B (en) Method and apparatus for generating information
CN110260856A (en) One kind building drawing method and device
CN106297400A (en) A kind of parking position information of park processing method, server and system
CN112150072A (en) Asset checking method and device based on intelligent robot, electronic equipment and medium
CN110263748A (en) Method and apparatus for sending information
CN113610968A (en) Target detection model updating method and device
CN111311193B (en) Method and device for configuring public service resources
CN110188151A (en) A kind of method and electronic device generating indoor map based on CAD and GIS
CN116051734A (en) Engineering quantity rapid statistical method based on three-dimensional laser scanning and live-action three-dimensional modeling
KR102481969B1 (en) System for providing interior service providing three-dimentional simulation video
CN113233069B (en) Intelligent warehousing ex-warehouse control method and device, electronic equipment and storage medium
CN113674434B (en) Intelligent VR panorama shopping guide method and system based on big data cloud platform
CN110309237A (en) A kind of method and apparatus updating map
CN113378768A (en) Garbage can state identification method, device, equipment and storage medium
CN115719189A (en) Material management method, platform, medium and system
CN113709421A (en) Safety management method and device based on video image recognition and electronic equipment
CN112929818A (en) Indoor positioning method based on Kalman filtering and pan-kriging interpolation
CN105044752A (en) User movement trajectory acquisition method and apparatus
CN109886301A (en) A kind of characteristics of image arrangement judgment method and its system, terminal device
CN114880757B (en) Construction method of comprehensive pipe rack information management BIM model
CN114596707B (en) Traffic control method, traffic control device, traffic control equipment, traffic control system and traffic control medium
CN117725662B (en) Engineering construction simulation method and system based on municipal engineering

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant