CN115690366A - Intelligent scenic spot real scene experience system based on AR technology - Google Patents
Intelligent scenic spot real scene experience system based on AR technology Download PDFInfo
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- CN115690366A CN115690366A CN202211096111.8A CN202211096111A CN115690366A CN 115690366 A CN115690366 A CN 115690366A CN 202211096111 A CN202211096111 A CN 202211096111A CN 115690366 A CN115690366 A CN 115690366A
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Abstract
The invention discloses an intelligent scenic spot live-action experience system based on AR technology, which relates to the technical field of live-action experience and solves the technical problem that visitors experience poorly in the process of visiting; the method comprises the steps of acquiring a characteristic image of a scenic spot through a data acquisition module; sending the characteristic image to a data processing module; the data processing module receives the characteristic image and acquires a scenic spot label according to the characteristic image and the scenic spot detection model; the scenic spot label is sent to the intelligent experience module; the intelligent experience module receives the scenic spot label, retrieves in the database according to the scenic spot label and acquires the scenic spot information to with scenic spot information routing to visitor's intelligent terminal, realized that the visitor acquires the scenic spot information simultaneously when visiting the scenic spot, increase the degree of understanding of visitor to the scenic spot, avoid because be unfamiliar with the waste that causes time to the scenic spot, improved visitor's play and experienced the sense.
Description
Technical Field
The invention belongs to the field of intelligent scenic spots, relates to a live-action experience technology, and particularly relates to an intelligent scenic spot live-action experience system based on an AR technology.
Background
At present, commercial maps such as Baidu maps and Gaode maps which are popular in the market are too simple and comprehensive to express in scenic spots, lack of intuition and attractiveness, and lack of important tourism elements such as tourist spots and toilets in scenic spots and road network information is more normal and cannot provide touring references for tourists well. Although some of the widget software on the market has the operation of overlapping the scenic spot navigation map to the business map, most of the navigation maps are hand-drawn maps of card ventilation grids, which are not fine and vivid in the reduction degree of scenic spot navigation elements and road network information, and have poor navigation effect in the actual navigation experience. Moreover, most of the software currently stays in a static navigation stage of displaying the current position of the visitor by combining a navigation map, and certain limitations exist due to lack of actual dynamic navigation assistance. AR, as a human-computer interaction technology, creates an immersive environment with computer-generated virtual images through a sensing device to enhance people's perception of reality in a manner of providing various information. In the tourism industry taking scenes as main contents, the application of AR can assist the upgrading and development of the tourism industry from multiple aspects.
Therefore, an intelligent scenic spot live-action experience system based on the AR technology is provided.
Disclosure of Invention
The present invention is directed to solving at least one of the problems of the prior art. Therefore, the invention provides the intelligent scenic spot real-scene experience system based on the AR technology, and the intelligent scenic spot real-scene experience system based on the AR technology solves the problem that a visitor experiences poor feeling in the touring process.
In order to achieve the above object, an embodiment according to a first aspect of the present invention provides an intelligent scenic spot real-scene experience system based on AR technology, including a data acquisition module, a data processing module, an intelligent experience module, and a database; information interaction is carried out among all modules based on a digital signal mode;
the data acquisition module is used for acquiring a characteristic image of a scenic spot;
sending the characteristic image to the data processing module;
the data processing module is used for receiving the characteristic image and acquiring a scenic spot label according to the characteristic image and a scenic spot detection model; wherein the scenic spot detection tag is established based on an artificial intelligence model;
sending the scenic spot label to the intelligent experience module;
the intelligent experience module is used for receiving the scenic spot tags, retrieving in a database according to the scenic spot tags to obtain scenic spot information, and sending the scenic spot information to the intelligent terminal of the tourist.
Preferably, the data acquisition module acquires a feature image of the scenic spot, and the specific process includes:
the method comprises the steps that a tourist obtains a feature image of a scenic spot through an intelligent terminal;
the data acquisition module preprocesses the feature images,
and the data acquisition module sends the preprocessed characteristic image to the data processing module.
Preferably, the data acquisition module preprocesses the characteristic image, and the specific process includes:
the data processing module sets a sharpness threshold, the sharpness threshold being labeled Q min ；
The data processing module acquires the definition of the characteristic image, and the definition is marked as Q;
when the definition of the characteristic image is lower than the definition threshold, namely Q < Q min ；
Marking the corresponding characteristic image as an irregular image, and sending an image fuzzy signal to an intelligent terminal of the tourist by the data acquisition module to remind the tourist to shoot the characteristic image of the scenic spot again;
when the definition of the characteristic image is not lower than the definition threshold, namely Q is more than or equal to Q min ；
And marking the corresponding characteristic image as a standard image, and sending the characteristic image to the data processing module by the data acquisition module.
Preferably, the data processing module obtains the scenic spot label according to the feature image and the scenic spot detection model, and the specific process includes:
the data processing module receives the characteristic image;
acquiring a scenic spot detection model from a data processing module;
inputting the characteristic image into a scenic spot detection model to obtain a corresponding scenic spot label;
and the data processing module sends the scenic spot label to the intelligent experience module.
Preferably, the scenic spot detection model is established based on an artificial intelligence model, and the specific process includes:
acquiring a standard training image from a data processing module;
training the artificial intelligence model through a standard training image, and marking the trained artificial intelligence model as a scenic spot detection model;
the artificial intelligence model comprises a deep convolution neural network model or an RBF neural network model and other models with strong nonlinear fitting capability.
Preferably, the intelligent experience module retrieves the scenic spot information in the database according to the scenic spot tag, and sends the scenic spot information to the intelligent terminal of the visitor, and the specific process includes:
the intelligent experience module receives the scenic spot tag;
searching in a database according to the scenic spot labels to obtain corresponding scenic spot information; the scenic spot information comprises scenic spot historical introduction and scenic spot surrounding service points; the service points around the scenic spot comprise a toilet, a rest area and a supply area;
the intelligent experience module sends the scenic spot information to an intelligent terminal of the tourist;
and tourists can check scenic spot information through the intelligent terminal.
Preferably, the intelligent terminal comprises a smart phone and a tablet.
Preferably, the data acquisition module is in communication and/or electrical connection with the data processing module;
the data processing module is in communication and/or electrical connection with the smart experience module;
the smart experience module is in communication and/or electrical connection with the database.
Compared with the prior art, the invention has the beneficial effects that:
the method comprises the steps of acquiring a feature image of a scenic spot through a data acquisition module; sending the characteristic image to a data processing module; the data processing module receives the characteristic image and acquires a scenic spot label according to the characteristic image and the scenic spot detection model; and transmitting the scenic spot label to the intelligent experience module; the intelligent experience module receives the scenic spot label, retrieves in the database according to the scenic spot label and acquires the scenic spot information to with scenic spot information routing to visitor's intelligent terminal, realized that the visitor acquires the scenic spot information simultaneously when visiting the scenic spot, increase the degree of understanding of visitor to the scenic spot, avoid because be unfamiliar with the waste that causes the time to the scenic spot, improved visitor's playing and experienced the sense.
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Fig. 1 is a schematic diagram of the present invention.
Detailed Description
The technical solutions of the present invention will be described below clearly and completely in conjunction with the embodiments, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
As shown in fig. 1, an intelligent scenic spot live-action experience system based on AR technology includes a data acquisition module, a data processing module, an intelligent experience module and a database; information interaction is carried out among all modules based on a digital signal mode;
the data acquisition module is used for acquiring a characteristic image of a scenic spot;
sending the characteristic image to the data processing module;
the data processing module is used for receiving the characteristic image and acquiring a scenic spot label according to the characteristic image and a scenic spot detection model; wherein the scenic spot detection tag is established based on an artificial intelligence model;
and sending the scenic spot tag to the intelligent experience module;
the intelligent experience module is used for receiving the scenic spot tags, retrieving in a database according to the scenic spot tags to obtain scenic spot information, and sending the scenic spot information to the intelligent terminal of the tourist.
The data acquisition module acquires a characteristic image of a scenic spot, and the specific process comprises the following steps:
the method comprises the steps that a tourist obtains a feature image of a scenic spot through an intelligent terminal;
the data acquisition module pre-processes the feature images,
and the data acquisition module sends the preprocessed characteristic image to the data processing module.
In this embodiment, the data acquisition module preprocesses the feature image, and the specific process includes:
the data processing module sets a definition threshold, the definition threshold is marked as Q min ；
The data processing module acquires the definition of the characteristic image, and the definition is marked as Q;
when the definition of the characteristic image is lower than the definition threshold value, namely Q < Q min ；
Marking the corresponding characteristic image as an irregular image, and sending an image fuzzy signal to an intelligent terminal of the tourist by the data acquisition module to remind the tourist to shoot the characteristic image of the scenic spot again;
the fuzzy characteristic image can cause the scenic spot detection model to be incapable of acquiring the scenic spot label, and the fuzzy image is deleted through the preprocessing of the characteristic image, so that the efficiency and the accuracy of the data processing module for acquiring the scenic spot label are improved;
when the definition of the characteristic image is not lower than the definition threshold, namely Q is more than or equal to Q min ；
And marking the corresponding characteristic image as a standard image, and sending the characteristic image to the data processing module by the data acquisition module.
The data processing module obtains a scenic spot label according to the feature image and the scenic spot detection model, and the specific process comprises the following steps:
the data processing module receives the feature image;
acquiring a scenic spot detection model from a data processing module;
inputting the characteristic image into a scenic spot detection model to obtain a corresponding scenic spot label;
and the data processing module sends the scenic spot tag to the intelligent experience module.
In this embodiment, the scenic spot detection model is established based on an artificial intelligence model, and the specific process includes:
acquiring a standard training image from a data processing module;
and training the artificial intelligence model through the standard training image, and marking the trained artificial intelligence model as a scenic spot detection model.
In this embodiment, the standard training image includes a plurality of sets of feature images and corresponding scenic spot labels, and the standard training image and the feature images have the same attribute; it will be appreciated that the standard training images and the feature images differ only in the content of the feature images.
In this embodiment, the artificial intelligence model includes a model with strong nonlinear fitting capability, such as a deep convolutional neural network model or an RBF neural network model.
In this embodiment, the intelligent terminal includes intelligent devices such as a smart phone and a tablet.
The intelligent experience module retrieves the scenic spot information in the database according to the scenic spot label, and sends the scenic spot information to the intelligent terminal of the tourist, and the specific process comprises the following steps:
the intelligent experience module receives the scenic spot tag;
searching in a database according to the scenic spot labels to obtain corresponding scenic spot information; the scenic spot information comprises scenic spot historical introduction and scenic spot surrounding service points; the service points around the scenic spot comprise a toilet, a rest area and a supply area; it needs to be further explained that, in the process of playing and visiting, the tourists have the three most common requirements of eating, resting and going to the toilet, and the tourists are often unfamiliar with scenic spots, so that a great deal of time is wasted in searching the three positions, the playing experience of the tourists is reduced, the three positions are marked for the tourists, the searching time of the tourists is reduced, and the playing experience of the tourists is improved;
the intelligent experience module sends the scenic spot information to an intelligent terminal of the tourist;
the tourist can check the scenic spot information through the intelligent terminal.
In this embodiment, the data acquisition module is in communication and/or electrical connection with the data processing module;
the data processing module is in communication and/or electrical connection with the smart experience module;
the smart experience module is in communication and/or electrical connection with the database.
The above formulas are all calculated by removing dimensions and taking numerical values thereof, the formula is a formula which is obtained by acquiring a large amount of data and performing software simulation to obtain the closest real situation, and the preset parameters and the preset threshold value in the formula are set by the technical personnel in the field according to the actual situation or obtained by simulating a large amount of data.
The working principle of the invention is as follows:
the method comprises the steps that a tourist obtains a feature image of a scenic spot through an intelligent terminal; the data processing module sets a definition threshold value, the data processing module acquires the definition of the characteristic image, when the definition of the characteristic image is lower than the definition threshold value, the corresponding characteristic image is marked as an irregular image, and the data acquisition module sends an image fuzzy signal to the intelligent terminal of the tourist to remind the tourist to shoot the characteristic image of the scenic spot again; when the definition of the feature image is not lower than the definition threshold, the corresponding feature image is marked as a standard image, the data acquisition module sends the feature image to the data processing module, and the data acquisition module sends the preprocessed feature image to the data processing module;
the data processing module receives the characteristic image; acquiring a scenic spot detection model from a data processing module; inputting the characteristic image into a scenic spot detection model to obtain a corresponding scenic spot label; the data processing module sends the scenic spot label to the intelligent experience module;
the intelligent experience module receives the scenic spot label; searching in a database according to the scenic spot labels to obtain corresponding scenic spot information; the intelligent experience module sends the scenic spot information to an intelligent terminal of the tourist; the tourist can check the scenic spot information through the intelligent terminal.
Although the present invention has been described in detail with reference to the preferred embodiments, it will be understood by those skilled in the art that various changes may be made and equivalents may be substituted for elements thereof without departing from the spirit and scope of the present invention.
Claims (8)
1. An AR technology-based intelligent scenic spot live-action experience system is characterized by comprising a data acquisition module, a data processing module, an intelligent experience module and a database; information interaction is carried out among all modules based on a digital signal mode;
the data acquisition module is used for acquiring a characteristic image of a scenic spot;
sending the characteristic image to the data processing module;
the data processing module is used for receiving the characteristic image and acquiring a scenic spot label according to the characteristic image and a scenic spot detection model; wherein the scenic spot detection tag is established based on an artificial intelligence model;
sending the scenic spot label to the intelligent experience module;
the intelligent experience module is used for receiving the scenic spot tags, retrieving in a database according to the scenic spot tags to obtain scenic spot information, and sending the scenic spot information to the intelligent terminal of the tourist.
2. The system of claim 1, wherein the data acquisition module acquires the feature images of the scenic spot, and the specific process includes:
a tourist obtains a feature image of a scenic spot through an intelligent terminal;
the data acquisition module preprocesses the feature images,
and the data acquisition module sends the preprocessed characteristic image to the data processing module.
3. The system of claim 2, wherein the data acquisition module preprocesses the feature images by performing a process including:
the data processing module sets a sharpness threshold, the sharpness threshold being labeled Q min ；
The data processing module acquires the definition of the characteristic image, and the definition is marked as Q;
when the definition of the characteristic image is lower than the definition threshold, namely Q < Q min ；
Marking the corresponding characteristic image as an irregular image, and sending an image fuzzy signal to an intelligent terminal of the tourist by the data acquisition module to remind the tourist to shoot the characteristic image of the scenic spot again;
when the definition of the characteristic image is not lower than the definition threshold, namely Q is more than or equal to Q min ；
And marking the corresponding characteristic image as a standard image, and sending the characteristic image to the data processing module by the data acquisition module.
4. The system of claim 3, wherein the data processing module obtains the scene label according to the feature image and the scene detection model by the AR technology, and the specific process includes:
the data processing module receives the characteristic image;
acquiring a scenic spot detection model from a data processing module;
inputting the characteristic image into a scenic spot detection model to obtain a corresponding scenic spot label;
and the data processing module sends the scenic spot label to the intelligent experience module.
5. The system of claim 4, wherein the scene detection model is built based on an artificial intelligence model, and the process includes:
acquiring a standard training image from a data processing module;
training the artificial intelligence model through a standard training image, and marking the trained artificial intelligence model as a scenic spot detection model;
the artificial intelligence model comprises a deep convolution neural network model or an RBF neural network model and other models with strong nonlinear fitting capability.
6. The system as claimed in claim 5, wherein the smart experience module retrieves the scenic spot information from the database according to the scenic spot tag, and sends the scenic spot information to the smart terminal of the visitor, and the process includes:
the intelligent experience module receives the scenic spot tag;
searching in a database according to the scenic spot label to obtain corresponding scenic spot information; the scenic spot information comprises scenic spot historical introduction and scenic spot surrounding service points; the service points around the scenic spot comprise a toilet, a rest area and a supply area;
the intelligent experience module sends the scenic spot information to an intelligent terminal of the tourist;
the tourist can check the scenic spot information through the intelligent terminal.
7. The system of claim 6, wherein the smart terminal comprises a smart phone and a tablet.
8. The system of claim 7, wherein the data acquisition module is in communication and/or electrical connection with the data processing module;
the data processing module is in communication and/or electrical connection with the smart experience module;
the smart experience module is in communication and/or electrical connection with the database.
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117008734A (en) * | 2023-10-07 | 2023-11-07 | 北斗天汇（北京）科技有限公司 | Digital sand table interaction method and AR-based digital sand table interaction system |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN117008734A (en) * | 2023-10-07 | 2023-11-07 | 北斗天汇（北京）科技有限公司 | Digital sand table interaction method and AR-based digital sand table interaction system |
| CN117008734B (en) * | 2023-10-07 | 2024-02-06 | 北斗天汇（北京）科技有限公司 | Digital sand table interaction method and AR-based digital sand table interaction system |
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