CN110334206A - A kind of sight spot methods of exhibiting, system, terminal and storage medium - Google Patents

A kind of sight spot methods of exhibiting, system, terminal and storage medium Download PDF

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Publication number
CN110334206A
CN110334206A CN201910475773.8A CN201910475773A CN110334206A CN 110334206 A CN110334206 A CN 110334206A CN 201910475773 A CN201910475773 A CN 201910475773A CN 110334206 A CN110334206 A CN 110334206A
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China
Prior art keywords
sight spot
information
sight
spot
label
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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.)
Pending
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CN201910475773.8A
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Chinese (zh)
Inventor
李文瀚
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Shandong Chuangrui Cultural Development Co Ltd
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Shandong Chuangrui Cultural Development Co Ltd
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Priority to CN201910475773.8A priority Critical patent/CN110334206A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/34Browsing; Visualisation therefor
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/38Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/387Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using geographical or spatial information, e.g. location
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/54Browsing; Visualisation therefor
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/587Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using geographical or spatial information, e.g. location
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70Information retrieval; Database structures therefor; File system structures therefor of video data
    • G06F16/78Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/787Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using geographical or spatial information, e.g. location
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T19/00Manipulating 3D models or images for computer graphics
    • G06T19/006Mixed reality

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Library & Information Science (AREA)
  • Software Systems (AREA)
  • Computer Hardware Design (AREA)
  • Computer Graphics (AREA)
  • Multimedia (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

The present invention provides a kind of sight spot methods of exhibiting, system, terminal and storage medium, comprising: collects sight spot information using big data digging technology and stores the sight spot information to database;Typing sight spot label to be checked;Neuron is combined to transfer the sight spot information stored in associated databases according to sight spot label;Obtain the real-time positioning information of interactive terminal and the relative position of location information and scenic spot location;It is created using AR technology according to storage sight spot information and the relative position and exports the 3D model at the sight spot.The present invention can show true intuitive sight spot scene for user, and introduce attractions related information while showing 3D model for user.

Description

A kind of sight spot methods of exhibiting, system, terminal and storage medium
Technical field
The invention belongs to intelligent Service technical fields, and in particular to a kind of sight spot methods of exhibiting, system, terminal and storage are situated between Matter.
Background technique
China is one of the most abundant country of tourist resources in the world, and resource category is various, and type multiplicity has various function Energy China possesses type multiplicity, creating an aesthetic feeling property, and the natural geomorphology landscape of different scale, this is unique in the world 's.China is also a tourism big country simultaneously, and 5.13 trillion yuans are taken in 55.39 hundred million person-times of domestic travel in 2018, year-on-year respectively Increase by 10.76% and 12.3%.1.41 hundred million person-times of inbound tourism, international tourism takes in 127,100,000,000 dollars, increases by 1.2% on a year-on-year basis respectively With 3.0%.As it can be seen that tourism is closely bound up with our life.
But since China sight spot is numerous, and sight spot adequate and systematic service is not especially complete.In some low developed area scapes Area's service quality is bad, causes tourist experience bad.Tourist tourism when can usually encounter sight spot be unfamiliar with, conduct a sightseeing tour it is unprofessional, Sight spot surrounding enviroment, which are unfamiliar with to lead to not be quickly found out, has a meal, stays, doing shopping and the problem of the small sight spot in periphery and certain scapes The problem of booking, the tour guide etc. of point can not find.
Based on this, it is badly in need of a kind of one-stop service that sight spot intelligently shows, introduces.
Summary of the invention
For the above-mentioned deficiency of the prior art, the present invention provides a kind of sight spot methods of exhibiting, system, terminal and storage and is situated between Matter, to solve the above technical problems.
In a first aspect, the present invention provides a kind of sight spot methods of exhibiting, comprising:
Sight spot information is collected using big data digging technology and stores the sight spot information to database;
Typing sight spot label to be checked;
Neuron is combined to transfer the sight spot information stored in associated databases according to sight spot label;
Obtain the real-time positioning information of interactive terminal and the relative position of location information and scenic spot location;
It is created using AR technology according to storage sight spot information and the relative position and exports the 3D model at the sight spot.
Further, described to collect sight spot information using big data digging technology and store the sight spot information to data Library, comprising:
It acquires and stores sight spot image information, video information and text information;
It acquires and stores sight spot near zone geography information;
It acquires and stores sight spot pertinent business information.
Further, according to sight spot label combine neuron transfer the sight spot information that is stored in associated databases it Afterwards, the method also includes:
Programme path of playing is generated according to sight spot near zone geography information;
Output sight spot pertinent business information simultaneously docks sight spot pertinent business platform.
Further, according to sight spot label combine neuron transfer the sight spot information that is stored in associated databases it Afterwards, the method also includes:
It obtains the comment information of typing and screens comment keyword;
Autonomous learning is carried out using the comment keyword as the input unit of study.
Second aspect, the present invention provide a kind of sight spot display systems, comprising:
Information search unit, be configured to using big data digging technology collect sight spot information and by the sight spot information store to Database;
Typing unit is inquired, typing sight spot label to be checked is configured to;
Information transfers unit, is configured to be marked according to the sight spot and transfers the sight spot stored in associated databases in conjunction with neuron Information;
Position determination unit is configured to obtain the opposite of the real-time positioning information of interactive terminal and location information and scenic spot location Position;
Model output unit is configured to be created using AR technology according to storage sight spot information and the relative position and exports institute State the 3D model at sight spot.
Further, the information search unit includes:
Information acquisition module is configured to acquire and store sight spot image information, video information and text information;
Geographical acquisition module is configured to acquire and store sight spot near zone geography information;
Commercial acquisition module is configured to acquire and store sight spot pertinent business information.
Further, the system also includes:
Route planning module is configured to generate programme path of playing according to sight spot near zone geography information;
Commercial affairs are configured to output sight spot pertinent business information and dock sight spot pertinent business platform to connection module.
Further, the system also includes:
Screening module is commented on, be configured to obtain the comment information of typing and screens comment keyword;
Autonomous learning module is configured to carry out autonomous learning using the comment keyword as the input unit of study.
The third aspect provides a kind of terminal, comprising:
Processor, memory, wherein
The memory is used to store computer program,
The processor from memory for calling and running the computer program, so that terminal executes the side of above-mentioned terminal Method.
Fourth aspect provides a kind of computer storage medium, instruction is stored in the computer readable storage medium, When run on a computer, so that computer executes method described in above-mentioned various aspects.
The beneficial effects of the present invention are,
Sight spot methods of exhibiting, system, terminal and storage medium provided by the invention, by collecting scape using big data digging technology Point information, which simultaneously stores the sight spot information to database, obtains most complete sight spot information, and then user is from terminal device typing Sight spot label to be checked combines neuron to transfer the sight spot information stored in associated databases, then obtains according to sight spot label The real-time positioning information and location information of interactive terminal and the relative position of scenic spot location are believed using AR technology according to storage sight spot Breath and the relative position creates and export the 3D model at the sight spot, show true intuitively sight spot scene for user, and It shows and introduces attractions related information while 3D model for user.
In addition, design principle of the present invention is reliable, structure is simple, has very extensive application prospect.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below There is attached drawing needed in technical description to be briefly described, it should be apparent that, for those of ordinary skill in the art Speech, without creative efforts, is also possible to obtain other drawings based on these drawings.
Fig. 1 is the schematic flow chart of the method for one embodiment of the invention.
Fig. 2 is the schematic block diagram of the system of one embodiment of the invention.
Fig. 3 is a kind of structural schematic diagram of terminal provided in an embodiment of the present invention.
Specific embodiment
Technical solution in order to enable those skilled in the art to better understand the present invention, below in conjunction with of the invention real The attached drawing in example is applied, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described implementation Example is only a part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, this field is common Technical staff's every other embodiment obtained without making creative work, all should belong to protection of the present invention Range.
The Key Term occurred in the present invention is explained below.
Fig. 1 is the schematic flow chart of the method for one embodiment of the invention.Wherein, Fig. 1 executing subject can be one kind Sight spot display systems.
As shown in Figure 1, this method 100 includes:
Step 110, sight spot information is collected using big data digging technology and store the sight spot information to database;
Step 120, typing sight spot label to be checked;
Step 130, neuron is combined to transfer the sight spot information stored in associated databases according to sight spot label;
Step 140, the real-time positioning information of interactive terminal and the relative position of location information and scenic spot location are obtained;
Step 150, it is created using AR technology according to storage sight spot information and the relative position and exports the 3D mould at the sight spot Type.
Optionally, described using big data digging technology to collect sight spot information and by institute as one embodiment of the invention Sight spot information is stated to store to database, comprising:
It acquires and stores sight spot image information, video information and text information;
It acquires and stores sight spot near zone geography information;
It acquires and stores sight spot pertinent business information and corresponding business platform is docked according to the commercial matters information.
Optionally, as one embodiment of the invention, neuron is being combined to transfer corresponding data according to sight spot label After the sight spot information stored in library, the method also includes:
Programme path of playing is generated according to sight spot near zone geography information;
Output sight spot pertinent business information simultaneously docks sight spot pertinent business platform.
Optionally, as one embodiment of the invention, neuron is being combined to transfer corresponding data according to sight spot label After the sight spot information stored in library, the method also includes:
It obtains the comment information of typing and screens comment keyword;
Autonomous learning is carried out using the comment keyword as the input unit of study.
In order to facilitate the understanding of the present invention, below with the principle of sight spot methods of exhibiting of the present invention, in conjunction with the embodiments in into The process that row sight spot is shown, is further described sight spot methods of exhibiting provided by the invention.
Specifically, the sight spot methods of exhibiting includes:
S1, sight spot information is collected using big data digging technology and stores the sight spot information to database.
Believed using the image information, video information and text that big data digging technology collects all sight spots on internet Breath, sight spot near zone geography information (some small sight spots in such as hotel, food and drink, parking lot, toilet), sight spot correlation quotient Information of being engaged in (such as booking website, tour guide's predetermined website).
Also user's upload information interface can be set, user records the relevant voice in some sight spots or some texts of input are situated between It continues, whether is had existed in system screening database, if it does not exist just stored the information that user uploads corresponding to database Under the grouping of sight spot.
S2, typing sight spot label to be checked.
After user reaches sight spot, cellphone GPS positioning function is opened, scan sight spot using mobile phone or uploads sight spot photo or straight Input sight name is connect, APP is made to match sight spot information from database, four kinds of modes can be independently operated, or merge It uses.
S3, neuron is combined to transfer the sight spot information stored in associated databases according to sight spot label.
For data lab setting in cloud platform, there is a specific cluster at each sight spot in the database, is marked according to the sight spot step S2 Note searches corresponding sight spot grouping.
The relative position of S4, the real-time positioning information for obtaining interactive terminal and location information and scenic spot location.
S5, it is created using AR technology according to storage sight spot information and the relative position and exports the 3D mould at the sight spot Type.Model covers scenic spot characteristic, history, famous person etc..And determine that model is aobvious according to the relative position of location information and scenic spot location Show visual angle, keeps model display view angle synchronous with reality.While showing model, voice introduction is generated according to text information.According to Sight spot near zone geography information generates programme path of playing, such as parking route ,-rest route of having a meal.Simultaneously according to scape Point pertinent business information butt joint sight spot pertinent business platform (docking booking platform etc.), facilitates tourist's booking.
System provided by the invention can be wechat small routine, be also possible to APP.In addition, the above method of the present invention is unlimited It is shown in sight spot, sight spot shows a kind of function of only method provided by the invention.Sight spot is substituted for other buildings can also To be shown using method provided by the invention, other buildings such as megastore, cell local-style dwelling houses etc..When in use, Outdoor scene (publicity material picture, picture relevant to sight spot and commercial square including traditional form etc.) at one's side is swept It retouches, then opens product main interface and obtain correlation AR simulation deduction scene and voice introduction, there is viewer more to this product It is intuitive to understand.
If Fig. 2 shows, which includes:
Information search unit 210, for using big data digging technology collect sight spot information and by the sight spot information store to Database;
Typing unit 220 is inquired, for typing sight spot label to be checked;
Information transfers unit 230, for combining neuron to transfer the sight spot stored in associated databases according to sight spot label Information;
Position determination unit 240, for obtain interactive terminal real-time positioning information and location information and scenic spot location it is opposite Position;
Model output unit 250, for being created using AR technology according to storage sight spot information and the relative position and exporting institute State the 3D model at sight spot.
Optionally, as one embodiment of the invention, the information search unit includes:
Information acquisition module is configured to acquire and store sight spot image information, video information and text information;
Geographical acquisition module is configured to acquire and store sight spot near zone geography information;
Commercial acquisition module is configured to acquire and store sight spot pertinent business information.
Optionally, as one embodiment of the invention, the system also includes:
Route planning module is configured to generate programme path of playing according to sight spot near zone geography information;
Commercial affairs are configured to output sight spot pertinent business information and dock sight spot pertinent business platform to connection module.
Optionally, as one embodiment of the invention, the system also includes:
Screening module is commented on, be configured to obtain the comment information of typing and screens comment keyword;
Autonomous learning module is configured to carry out autonomous learning using the comment keyword as the input unit of study.
Fig. 3 is a kind of structural schematic diagram of terminal system 300 provided in an embodiment of the present invention, which can be with For executing sight spot methods of exhibiting provided in an embodiment of the present invention.
Wherein, which may include: processor 310, memory 320 and communication unit 330.These components It is communicated by one or more bus, it will be understood by those skilled in the art that the structure of server shown in figure is not Limitation of the invention is constituted, it is also possible to hub-and-spoke configuration either busbar network, can also include more than illustrating Or less component, perhaps combine certain components or different component layouts.
Wherein, which can be used for executing instruction for storage processor 310, and memory 320 can be by any class The volatibility or non-volatile memories terminal or their combination of type realize that such as Static Random Access Memory (SRAM) is electric Erasable Programmable Read Only Memory EPROM (EEPROM), erasable programmable read only memory (EPROM), programmable read only memory (PROM), read only memory (ROM), magnetic memory, flash memory, disk or CD.When executing instruction in memory 320 When being executed by processor 310, so that terminal 300 some or all of is able to carry out in following above method embodiment step.
Processor 310 is the control centre for storing terminal, utilizes each of various interfaces and the entire electric terminal of connection A part by running or execute the software program and/or module that are stored in memory 320, and calls and is stored in storage Data in device, to execute the various functions and/or processing data of electric terminal.The processor can be by integrated circuit (Integrated Circuit, abbreviation IC) composition, such as the IC that can be encapsulated by single are formed, can also be more by connecting The encapsulation IC of identical function or different function and form.For example, processor 310 can only include central processing unit (Central Processing Unit, abbreviation CPU).In embodiments of the present invention, CPU can be single operation core, can also To include multioperation core.
Communication unit 330, for establishing communication channel, so that the storage terminal be allow to be led to other terminals Letter.It receives the user data of other terminals transmission or sends user data to other terminals.
The present invention also provides a kind of computer storage mediums, wherein the computer storage medium can be stored with program, the journey Sequence may include step some or all of in each embodiment provided by the invention when executing.The storage medium can for magnetic disk, CD, read-only memory (English: read-only memory, referred to as: ROM) or random access memory (English: Random access memory, referred to as: RAM) etc..
It is required that those skilled in the art can be understood that the technology in the embodiment of the present invention can add by software The mode of general hardware platform realize.Based on this understanding, the technical solution in the embodiment of the present invention substantially or Say that the part that contributes to existing technology can be embodied in the form of software products, which is stored in Such as USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory in one storage medium The various media that can store program code such as (RAM, Random Access Memory), magnetic or disk, including it is several Instruction is used so that a terminal (can be personal computer, server or second terminal, the network terminal etc.) is held Row all or part of the steps of the method according to each embodiment of the present invention.
Same and similar part may refer to each other between each embodiment in this specification.Implement especially for terminal For example, since it is substantially similar to the method embodiment, so being described relatively simple, related place is referring in embodiment of the method Explanation.
In several embodiments provided by the present invention, it should be understood that disclosed system, system and method, it can be with It realizes by another way.For example, system embodiment described above is only schematical, for example, the unit It divides, only a kind of logical function partition, there may be another division manner in actual implementation, such as multiple units or components It can be combined or can be integrated into another system, or some features can be ignored or not executed.Another point, it is shown or The mutual coupling, direct-coupling or communication connection discussed can be through some interfaces, the indirect coupling of system or unit It closes or communicates to connect, can be electrical property, mechanical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme 's.
It, can also be in addition, the functional units in various embodiments of the present invention may be integrated into one processing unit It is that each unit physically exists alone, can also be integrated in one unit with two or more units.
Although by reference to attached drawing and combining the mode of preferred embodiment to the present invention have been described in detail, the present invention It is not limited to this.Without departing from the spirit and substance of the premise in the present invention, those of ordinary skill in the art can be to the present invention Embodiment carry out various equivalent modifications or substitutions, and these modifications or substitutions all should in covering scope of the invention/appoint What those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, answer It is included within the scope of the present invention.Therefore, protection scope of the present invention is answered described is with scope of protection of the claims It is quasi-.

Claims (10)

1. a kind of sight spot methods of exhibiting characterized by comprising
Sight spot information is collected using big data digging technology and stores the sight spot information to database;
Typing sight spot label to be checked;
Neuron is combined to transfer the sight spot information stored in associated databases according to sight spot label;
Obtain the real-time positioning information of interactive terminal and the relative position of location information and scenic spot location;
It is created using AR technology according to storage sight spot information and the relative position and exports the 3D model at the sight spot.
2. sight spot methods of exhibiting according to claim 1, which is characterized in that described to collect scape using big data digging technology Point information simultaneously stores the sight spot information to database, comprising:
It acquires and stores sight spot image information, video information and text information;
It acquires and stores sight spot near zone geography information;
It acquires and stores sight spot pertinent business information and corresponding business platform is docked according to the commercial matters information.
3. sight spot methods of exhibiting according to claim 2, which is characterized in that combining neuron according to sight spot label After transferring the sight spot information stored in associated databases, the method also includes:
Programme path of playing is generated according to sight spot near zone geography information;
Output sight spot pertinent business information simultaneously docks sight spot pertinent business platform.
4. sight spot methods of exhibiting according to claim 1, which is characterized in that combining neuron according to sight spot label After transferring the sight spot information stored in associated databases, the method also includes:
It obtains the comment information of typing and screens comment keyword;
Autonomous learning is carried out using the comment keyword as the input unit of study.
5. a kind of sight spot display systems characterized by comprising
Information search unit, be configured to using big data digging technology collect sight spot information and by the sight spot information store to Database;
Typing unit is inquired, typing sight spot label to be checked is configured to;
Information transfers unit, is configured to be marked according to the sight spot and transfers the sight spot stored in associated databases in conjunction with neuron Information;
Position determination unit is configured to obtain the opposite of the real-time positioning information of interactive terminal and location information and scenic spot location Position;
Model output unit is configured to be created using AR technology according to storage sight spot information and the relative position and exports institute State the 3D model at sight spot.
6. sight spot display systems according to claim 5, which is characterized in that the information search unit includes:
Information acquisition module is configured to acquire and store sight spot image information, video information and text information;
Geographical acquisition module is configured to acquire and store sight spot near zone geography information;
Commercial acquisition module is configured to acquire and store sight spot pertinent business information.
7. sight spot display systems according to claim 6, which is characterized in that the system also includes:
Route planning module is configured to generate programme path of playing according to sight spot near zone geography information;
Commercial affairs are configured to output sight spot pertinent business information and dock sight spot pertinent business platform to connection module.
8. sight spot display systems according to claim 5, which is characterized in that the system also includes:
Screening module is commented on, be configured to obtain the comment information of typing and screens comment keyword;
Autonomous learning module is configured to carry out autonomous learning using the comment keyword as the input unit of study.
9. a kind of terminal characterized by comprising
Processor;
The memory executed instruction for storage processor;
Wherein, the processor is configured to perform claim requires the described in any item methods of 1-4.
10. a kind of computer readable storage medium for being stored with computer program, which is characterized in that the program is executed by processor Shi Shixian method for example of any of claims 1-4.
CN201910475773.8A 2019-06-03 2019-06-03 A kind of sight spot methods of exhibiting, system, terminal and storage medium Pending CN110334206A (en)

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Cited By (1)

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Publication number Priority date Publication date Assignee Title
CN111538920A (en) * 2020-03-24 2020-08-14 天津完美引力科技有限公司 Content presentation method, device, system, storage medium and electronic device

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US20180114065A1 (en) * 2016-10-26 2018-04-26 Alibaba Group Holding Limited User location determination based on augmented reality
CN108961107A (en) * 2018-08-10 2018-12-07 浪潮电子信息产业股份有限公司 A kind of scenic spot explanation method and device based on artificial intelligence
CN109508362A (en) * 2018-12-04 2019-03-22 青岛博海数字创意研究院 A kind of historical geography information system based on three-dimensional panorama immersion

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Publication number Priority date Publication date Assignee Title
US20180114065A1 (en) * 2016-10-26 2018-04-26 Alibaba Group Holding Limited User location determination based on augmented reality
CN107547359A (en) * 2017-08-16 2018-01-05 华南理工大学 Tourist attractions information service system based on LBS Yu AR technologies
CN108961107A (en) * 2018-08-10 2018-12-07 浪潮电子信息产业股份有限公司 A kind of scenic spot explanation method and device based on artificial intelligence
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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Application publication date: 20191015