Naked eye 3D science popularization and intelligent guide gallery frame

Abstract

The invention provides a naked-eye 3D science popularization and intelligent guide gallery frame, and relates to the technical field of naked-eye 3D, and the naked-eye 3D science popularization and intelligent guide gallery frame comprises a naked-eye 3D display screen which senses user behaviors and achieves interaction; two side surfaces of the top plate are respectively connected with the naked eye 3D display screen and the Logo; the Logo is arranged on one side of the top plate, is parallel to the naked eye 3D display screen and is used for marking and beautifying the gallery frame; the decorative wall and the Logo are located on the same plane and are spaced by a first preset distance, and an LED lamp strip is arranged in the decorative wall to conduct lighting effect switching. The pavement surface is paved on the ground, is formed by ground light-transmitting concrete and is provided with an intelligent lamp strip; and a rest area. The technical problem that the experience feeling of visitors is not high due to the fact that an existing corridor frame lacks ornamental value and interactivity is solved, the visitors can interact with the displayed content through the interaction function of the display screen and leisure function facilities, and the participation feeling and the experience feeling of the visitors are improved.

Description

Technical Field

[0001] The present application relates to the field of naked-eye 3D technology, and in particular to naked-eye 3D popular science and smart guide gallery. Background Art

[0002] In the current exhibition and tour environment, gallery is a common structure, usually used to display information, provide shelter or as a place for visitors to rest. However, the traditional gallery design is often limited to basic structural functions, lacks ornamental and interactive features, and has low entertainment value, resulting in low experience and difficulty for visitors to have a deep impression during the tour.

[0003] In summary, there is a technical problem in the prior art that the current gallery lacks ornamental and interactivity, resulting in a low experience for visitors. Summary of the invention

[0004] The purpose of this application is to provide a naked-eye 3D popular science and smart guided tour gallery to solve the technical problem in the prior art that the current gallery lacks ornamental and interactivity, resulting in a low visitor experience.

[0005] In view of the above problems, the present application provides a naked-eye 3D popular science and smart guided tour gallery, wherein the naked-eye 3D popular science and smart guided tour gallery includes: a naked-eye 3D display screen, which is used to perceive user behavior and realize interaction; a top plate, wherein the top plate is parallel to the ground, and the two sides of the top plate are respectively connected to the naked-eye 3D display screen and the Logo, so as to cover the top area; a Logo, wherein the Logo is arranged on one side of the top plate and is parallel to the naked-eye 3D display screen, so as to mark and beautify the gallery; a decorative wall, wherein the decorative wall is in the same plane as the Logo and is at a first preset distance from the Logo, and has a built-in LED light strip for switching light effects; a paved surface, wherein the paved surface is laid on the ground, is composed of ground translucent concrete, and is equipped with a smart light strip; a rest area, wherein the rest area is a composite functional area that provides visitors with rest, interaction and charging services.

[0006] Optionally, the material of the naked-eye 3D display screen is a photonic film.

[0007] Optionally, the naked-eye 3D display screen includes: a pressure sensing module, which collects footstep pressure change information and body contact signals of visitors in front of the naked-eye 3D display screen, and uploads them to a display optimization unit for interface display optimization; a motion capture system, which tracks and identifies the visitor's posture through a visual recognition component, and uploads it to the display optimization unit for interface response.

[0008] Optionally, the top plate has a built-in dotted light strip.

[0009] Optionally, the rest area includes: a wireless charging module bar stool, which is communicatively connected to the AI intelligent system and is used to adaptively adjust the temperature of the seat surface for visitors; and an intelligent interactive desktop, which is communicatively connected to the AI intelligent system and is used to conduct dialogue and interaction with visitors.

[0010] Optionally, the wireless charging module bar stool includes: an intelligent temperature control system, which is used to receive the regulation instructions of the AI intelligent system to adjust the temperature of the stool; and an integrated temperature sensor, which is used to collect the temperature of the stool and upload the collected data to the AI intelligent system.

[0011] Optionally, the intelligent interactive desktop includes a Bluetooth speaker, which is used for dialogue and music playback.

[0012] Optionally, the integrated temperature sensor includes a data preprocessing unit, and the data preprocessing unit includes: a temperature monitoring data sequence obtaining subunit, which is used to obtain the temperature monitoring data collected by the integrated temperature sensor within a preset monitoring window and obtain a temperature monitoring data sequence; a cleaning temperature monitoring data sequence obtaining subunit, which is used to clean and denoise the temperature monitoring data sequence to obtain a cleaned temperature monitoring data sequence; an enhanced temperature monitoring data obtaining subunit, which is used to perform feature convolution enhancement on the cleaned temperature monitoring data sequence to obtain enhanced temperature monitoring data; and a data uploading subunit, which is used to upload the enhanced temperature monitoring data to the AI intelligent system.

[0013] Optionally, the enhanced temperature monitoring data obtaining subunit includes: a multi-scale data feature set obtaining micro-unit, which is used to perform multi-scale convolution on the cleaned temperature monitoring data sequence to obtain a multi-scale data feature set; a fused data feature obtaining micro-unit, which is used to perform feature interaction and fusion on the multi-scale data feature set to obtain a fused data feature; and a convolution analysis micro-unit, which is used to perform convolution analysis on the fused data feature and the last cleaned temperature monitoring data in the cleaned temperature monitoring data sequence to obtain the enhanced temperature monitoring data.

[0014] Optionally, the fusion data feature acquisition micro-unit includes: a second multi-scale data feature acquisition sub-unit, configured to randomly and without replacement acquire a first multi-scale data feature and a second multi-scale data feature from the multi-scale data feature set; a feature similarity set determination sub-unit, configured to perform feature similarity comparison on the first multi-scale data feature and the second multi-scale data feature to determine a feature similarity set; a first interactive fusion data feature acquisition sub-unit, configured to perform normalization processing on the feature similarity set and fill it into an initially empty matrix to obtain a first interactive fusion matrix, and perform a convolution operation on the first interactive fusion matrix and the second multi-scale data feature to obtain a first interactive fusion data feature; a fusion data feature acquisition sub-unit, configured to randomly and without replacement acquire a third multi-scale data feature from the multi-scale data feature set again, perform feature fusion on the third multi-scale data feature and the first interactive fusion data feature to obtain a second interactive fusion data feature, and after multiple fusions until all the multi-scale data features in the multi-scale data feature set are analyzed, obtain the fusion data feature.

[0015] The technical solutions provided in this application at least have the following beneficial effects:

[0016] A naked-eye 3D display screen, which is used to sense user behaviors and achieve interactions; a top plate, which is parallel to the ground, and two sides of the top plate are respectively connected to the naked-eye 3D display screen and the Logo, and is used to cover the top area; a Logo, which is arranged on one side of the top plate and is parallel to the naked-eye 3D display screen, and is used to identify and beautify the pergola; a decorative wall, which is in the same plane as the Logo and is separated by a first preset distance, and is built with an LED light strip for light effect switching; a paving surface, which is laid on the ground, is composed of ground-translucent concrete, and is installed with intelligent light strips; a rest area, which is a composite functional area that provides rest, interaction, and charging services for visitors. That is to say, through the interactive function of the naked-eye 3D display screen, visitors can interact with the display content, and the rest area provides a variety of services to meet the rest, interaction, and charging needs of visitors, satisfying the various needs of visitors and improving the overall tour quality and satisfaction.

[0017] The above description is only an overview of the technical solutions of this application. In order to be able to understand the technical means of this application more clearly, it can be implemented according to the content of the specification. And in order to make the above and other purposes, features, and advantages of this application more obvious and understandable, the following specifically illustrates the specific embodiments of this application. It should be understood that the content described in this part is not intended to identify the key or important features of the embodiments of this application, nor is it used to limit the scope of this application. Other features of this application will become easily understandable through the following description. Description of the Drawings

[0018] To more clearly illustrate the technical solutions in the present application or the prior art, the following will briefly introduce the drawings required for use in the description of the embodiments or the prior art. Obviously, the drawings in the following description are only exemplary. For those of ordinary skill in the art, without creative efforts, other drawings can also be obtained based on the provided drawings.

[0019] Figure 1 It is a schematic structural diagram of the naked-eye 3D popular science and intelligent guided tour corridor frame of the present application.

[0020] Figure 2 It is a schematic structural diagram of the integrated temperature sensor in the naked-eye 3D popular science and intelligent guided tour corridor frame of the present application.

[0021] Explanation of reference numerals: naked-eye 3D display screen 1, top plate 2, Logo 3, decorative wall 4, intelligent light strip 5, paving surface 6, rest area 7, dot-shaped light strip 8, LED light strip 9, AI intelligent system 10, pressure sensing module 11, motion capture system 12, wireless charging module bar-shaped bench 13, intelligent interactive desktop 14, intelligent temperature control system 15, integrated temperature sensor 16, Bluetooth speaker 17, temperature monitoring data sequence acquisition sub-unit 30, cleaning temperature monitoring data sequence acquisition sub-unit 31, enhanced temperature monitoring data acquisition sub-unit 32, data upload sub-unit 33. Specific embodiments

[0022] By providing the naked-eye 3D popular science and intelligent guided tour corridor frame, the present application solves the technical problem in the prior art that due to the lack of ornamental and interactive features of the current corridor frame, the experience of visitors is not high. Through the interactive function of the naked-eye 3D display screen, visitors can interact with the display content. The rest area 7 provides various services to meet the rest, interaction, and charging needs of visitors, satisfying the various needs of visitors and improving the overall tour quality and satisfaction.

[0023] Next, the technical solutions in the present application will be clearly and completely described with reference to the drawings. Obviously, the described embodiments are only part of the embodiments of the present application, rather than all the embodiments of the present application. It should be understood that the present application is not limited by the exemplary embodiments described here. Based on the embodiments of the present application, all other embodiments obtained by those of ordinary skill in the art without creative efforts belong to the scope of protection of the present application. Additionally, it should be noted that for the convenience of description, only the parts related to the present application are shown in the drawings rather than all of them.

[0024] Embodiment, please refer to the attached Figure 1 , the present application provides a naked-eye 3D popular science and intelligent guided tour corridor frame, wherein the naked-eye 3D popular science and intelligent guided tour corridor frame specifically includes:

[0025] The naked-eye 3D display screen 1 is used to sense user behavior and achieve interaction.

[0026] Furthermore, the material of the naked-eye 3D display screen 1 is a photon film.

[0027] Furthermore, the naked-eye 3D display screen 1 includes: a pressure sensing module 11, which collects the footstep pressure change information and body contact signals of visitors in front of the naked-eye 3D display screen 1 and uploads them to the display optimization unit for interface display optimization; an action capture system 12, which tracks and identifies the postures of visitors through a visual recognition component and uploads them to the display optimization unit for interface response.

[0028] Specifically, the naked-eye 3D display screen 1 is a display technology that can display stereoscopic images and can perceive three-dimensional effects without wearing special glasses. The naked-eye 3D display screen 1 uses a new material, the photon film, which is more easily conformable to the shape design. Through the pressure sensing module 11 and the action capture system 12, it can sense the body movements of the user and upload them to the display optimization unit for interactive popular science display content. The photon film is a new material widely used in display technology and has high optical performance. The photon film enables light to propagate in a special way, thus improving the display effect. It has good light transmittance and surface conformability, can easily adapt to different-shaped designs, and is especially suitable for curved or irregular-shaped display screens.

[0029] The naked-eye 3D display screen 1 includes a pressure sensing module 11 for sensing and recording pressure changes. It uses sensors to detect the pressure exerted by visitors, including the footstep pressure change information and body contact signals of visitors in front of the naked-eye 3D display screen 1, and uploads this data to the display optimization unit. For example, when a visitor approaches the screen, the pressure sensor will detect the pressure change of the footsteps on the ground and upload this data to the display optimization unit. On this basis, the display optimization unit can adjust the display content, optimize the interface, and the content of the 3D display will become more vivid and detailed, or enter different display modes.

[0030] The action capture system 12 uses a visual recognition component, such as a camera, to track the postures and actions of visitors in real time, analyzes and feedbacks the human postures, actions or positions in real time, detects whether the user makes specific actions (such as waving an arm or touching a specific position), and uploads these captured actions to the display optimization unit, and then adjusts the display interface according to these action changes. For example, when a visitor reaches out to touch a virtual object, the display screen may simulate the response of the object and create an interactive experience synchronized with the user's actions.

[0031] Through the combination of the pressure sensing module 11 and the motion capture system 12, visitors can interact with the display content of the naked-eye 3D display screen 1 in real time, enhancing the dynamic and immersive feeling of the display content.

[0032] The top plate 2, the top plate 2 is parallel to the ground, and two sides of the top plate 2 are respectively connected to the naked-eye 3D display screen 1 and the Logo 3, and is used to cover the top area.

[0033] Further, the top plate 2 is internally provided with a dot-shaped light belt 8.

[0034] Specifically, the top plate 2 refers to the plate installed at the top, parallel to the ground, and plays a role in covering the top area. Usually, it is connected to the naked-eye 3D display screen 1 and the Logo 3. The naked-eye 3D display screen 1 and the Logo 3 are respectively located on both sides of the top plate 2 and are parallel. The top plate 2 adopts a new design of starry sky tunnel mirror. By internally installing a dot-shaped light belt 8 and using the principle of optical reflection, it creates a three-dimensional visual effect of bright stars. The production materials are environmentally friendly, light in weight, and not easy to break. While increasing the viewing interest and diversity, it is durable and environmentally friendly. The starry sky tunnel mirror can make the top plate 2 produce a three-dimensional sense visually, create a bright starry sky effect, and enhance the ornamental value of the display space. The starry sky tunnel mirror, through the cooperation of the dot-shaped light belt 8, enhances the dynamic and immersive feeling of the visual effect.

[0035] The dot-shaped light belt 8 is installed inside the top plate 2 and can provide adjustable lighting effects, enhancing the visual effect of the top plate 2. For example, when the light source is turned on, the light belt can change colors and brightness through programming control, creating a starry sky-like visual experience. When visitors enter the pergola and look up at the top plate 2, they will see a starry sky created by the dot-shaped light belt 8, as if looking through a tunnel into the night sky, and will feel the experience of being under the starry sky. This not only enhances the viewing interest but also provides a diverse experience. The dot-shaped light belt 8 is a decorative lighting device composed of a series of dot-shaped light sources and is used to create lighting effects inside the top plate 2.

[0036] The Logo 3, the Logo 3 is arranged on one side of the top plate 2 and is parallel to the naked-eye 3D display screen 1, and is used to identify and beautify the pergola.

[0037] Specifically, Logo3 usually serves as a marker. It is located on the other side of the top plate 2 different from the naked-eye 3D display screen 1, vertically connected to the top plate 2 at the top and vertically connected to the paving surface 6 at the bottom. Logo3 is made of modern material resin glass, which has good impact resistance, 40 times that of ordinary glass, improving the durability and safety of the pergola top plate 2. It has excellent chemical stability and physical stability, can resist chemical corrosion, does not turn yellow, resists aging, and has an anti-UV function, enabling it to maintain its performance in outdoor environments for a long time. At the same time, it can capture and refract light, creating a special aesthetic feeling of intertwined light and shadow.

[0038] Chemical stability refers to the ability of a material to maintain its original properties and performance when exposed to different chemical substances or environments. Physical stability refers to the ability of a material to maintain its structure and performance unchanged under changes in physical conditions (such as temperature, humidity, light). The anti-UV function means that the material can effectively block the irradiation of ultraviolet rays, preventing ultraviolet rays from causing aging, fading or other destructive effects on the material. Intertwined light and shadow refers to the interactive effect between light and the reflection on the surface of an object, forming a rich visual experience. Resin glass has unique optical properties, can capture and refract light, producing a beautiful effect of intertwined light and shadow. On Logo3 made of resin glass, refracting and reflecting light can create a dynamic light and shadow effect, making Logo3 not only a marker but also a part of visual art.

[0039] The decorative wall 4 is in the same plane as the Logo3 and is separated by a first preset distance, and an LED light strip 9 is built in for light effect switching.

[0040] Specifically, in the intelligent guiding pergola, the decorative wall 4 refers to a wall or panel used to decorate and beautify the space. The decorative wall 4 is in the same plane as the Logo3, vertically connected to the top plate 2 at the top and vertically connected to the paving surface 6 at the bottom. The decorative wall 4 is separated from the Logo3 by a first preset distance, which is usually set in advance during design and planning, aiming to ensure that the positions of the Logo3 and the decorative wall 4 in the space can maintain independence and be combined harmoniously.

[0041] The decorative wall 4 is of a hollow strip structure, which is a design form with gaps. It is usually used for decorative or functional purposes. Through the arrangement of gaps and stripes, it can create a unique visual effect and provide space for embedding other elements (such as lights, sensors, etc.) inside. The LED light strip 9 is built into the hollow strip structure of the decorative wall 4 and can control the color, brightness, and change mode of the lights through programming. The control system is set through programming so that the lights can change color and brightness according to the needs of the display content or the environment. For example, the atmosphere of the display space can be enhanced by adjusting the color change of the lights (such as changing from blue to red) or the brightness change (from dark to bright). The hollow strip-shaped decorative wall 4 is also vertically connected to the top plate 2 at the top and vertically connected to the paving surface 6 at the bottom.

[0042] The light effect switching of the LED light strip 9 is set through programming control and can adjust the light effect according to different time periods, exhibition content, or the interactive actions of the audience. For example, the lights can switch from a single color to a gradient color, or simulate dynamic light effects such as flashing and breathing. These changes can echo other display elements in the space, forming a visual effect with a sense of technology. Through sensing technology, the LED light strip 9 can respond to the actions or approach of the audience. For example, when the audience approaches the decorative wall 4, the lights can become brighter or change color, thereby enhancing the audience's sense of participation and interactive experience, not only enhancing the audience's immersion but also making the exhibition more vivid and dynamic.

[0043] The paving surface 6, the paving surface 6 is laid on the ground, is composed of ground-translucent concrete, and is equipped with a smart light strip 5.

[0044] Specifically, the paving surface 6 refers to the surface covering material on the ground, usually used for decorating and protecting the ground. The paving surface 6 is laid on the ground, and the naked-eye 3D display screen 1 is assembled perpendicular to the paving surface 6. The paving surface 6 uses ground-translucent concrete, which can interact with different lights. During the day, it interacts with sunlight and shows a natural and soft light and shadow effect; at night, the built-in lights are activated to create a dreamy atmosphere. The smart light strip 5 is a programmable LED light strip that can adjust the color, brightness, flashing mode, etc. according to needs. It is usually controlled jointly with the LED light strip 9 through the control system to achieve a coordinated light effect.

[0045] Ground-translucent concrete is a special building material with translucency, which can allow light to pass through its surface or interior. It is usually composed of translucent particles or fibers mixed with concrete and can show a natural light and shadow effect in the daily environment. The smart light strip 5 can be adjusted according to needs, changing the color, brightness, and flashing mode of the lights. For example, during the day, the smart light strip 5 will automatically turn off and rely on natural light to illuminate the ground; at night, the light strip will be activated to provide a soft light effect, or adjust the color and brightness of the lights according to the theme of the exhibition to create a dreamy atmosphere.

[0046] The use of ground light-transmitting concrete enables the paving surface 6 to interact with the surrounding natural light, presenting a natural and soft light and shadow effect, adding beauty to the space and creating a relaxed and comfortable atmosphere during the day. When night falls, the built-in intelligent light strip 5 is activated, generating a dreamy light effect. In cooperation with the design of the naked-eye 3D display screen 1, through the interaction of light and visual effects, visitors can experience a stronger sense of immersion during the visit.

[0047] The rest area 7 is a composite functional area that provides rest, interaction, and charging services for visitors.

[0048] Furthermore, the rest area 7 includes: a wireless charging module bar stool 13, which is communicatively connected to the AI intelligent system 10 and is used to adaptively adjust the surface temperature of the seat for visitors; and an intelligent interactive desktop 14, which is communicatively connected to the AI intelligent system 10 and is used to interact with visitors through conversations.

[0049] Furthermore, the wireless charging module bar stool 13 includes: an intelligent temperature control system 15, which is used to receive the regulation instructions of the AI intelligent system 10 to adjust the temperature of the stool; and an integrated temperature sensor 16, which is used to collect the temperature of the stool and upload the collected data to the AI intelligent system 10.

[0050] Furthermore, the intelligent interactive desktop 14 includes a Bluetooth speaker 17, which is used for conversations and music playback.

[0051] Specifically, the rest area 7 is a dedicated area for visitors, aiming to provide a comfortable environment for them to rest, relax, or make a short stay. It is usually equipped with seats, tables, or other facilities to enhance the visitors' experience and comfort. The composite functional area means that a space can undertake multiple functions, not just a single use. It not only provides a rest function but also includes additional functions such as interaction and charging services, enhancing the diversity and service quality of the space. Interaction refers to the communication or interaction behavior between visitors and the exhibition content, intelligent guiding corridor racks, including interaction with the surrounding environment, touch screens, display devices, etc.

[0052] Generally, when designing the naked-eye 3D popular science and intelligent guided tour pergola, the location of the rest area 7 is determined according to the overall space layout. Usually, a relatively quiet and convenient area is selected to avoid interfering with the main display area. Seats are equipped in the rest area 7 for visitors to relax and rest. The rest area 7 includes a wireless charging module bar stool 13 and an intelligent interactive desktop 14. Among them, the wireless charging module bar stool 13 is connected in parallel with the decorative wall 4 and is perpendicular to the paving surface 6. The wireless charging module bar stool 13 integrates the wireless charging function and can provide charging services for devices that support wireless charging. The stool is designed in a bar shape, which can accommodate multiple users and provide comfortable seats, and is usually placed in the exhibition or rest area 7. When the visitor places the device on the stool, charging can start without connecting the charging cable, providing convenient power support.

[0053] The AI intelligent system 10 refers to a system that is controlled and adjusted through artificial intelligence and automatically adjusts the functions of devices according to sensor data, environmental conditions, and user needs. For example, in the wireless charging module bar stool 13, the AI system can automatically adjust the temperature of the seat surface according to the environmental temperature and the user's needs.

[0054] The wireless charging module bar stool 13 is built-in with an intelligent temperature control system 15 and an integrated temperature sensor 16. Controlled by the AI intelligent system 10, it can automatically adjust the temperature of the seat surface according to the environment and the user's body temperature, keeping warm in winter and cool in summer, and improving the comfort of outdoor rest. The intelligent interactive desktop 14 uses a Bluetooth speaker 17 to realize wireless music playback using the AI intelligent system 10, and can also have intelligent conversations, query information such as weather and historical knowledge, realizing full interaction. Specifically, the bar stool communicates with the AI intelligent system 10, collects the temperature of the cushion surface through the built-in temperature sensor, and automatically adjusts the temperature of the seat according to the surrounding environmental temperature. If the external environment is relatively cold, the AI intelligent system 10 will activate the cushion heating function; if the environmental temperature is high, it will automatically lower the temperature of the seat to maintain comfort.

[0055] The wireless charging module bar stool 13 includes an intelligent temperature control system 15 and an integrated temperature sensor 16. The integrated temperature sensor 16 is an embedded sensor used to monitor the temperature of the stool surface or the surrounding environment and transmit the data to the AI intelligent system 10 in real time. The AI intelligent system 10 is a system that can automatically adjust and control according to sensor data and environmental conditions. It analyzes the data received from the integrated temperature sensor 16, judges the current environmental temperature according to the received temperature data, and issues instructions to the intelligent temperature control system 15. The intelligent temperature control system 15 receives the regulation instructions from the AI intelligent system 10, controls the heating or cooling of the stool, and maintains a comfortable seat temperature. As the external temperature and the temperature of the stool change, the intelligent system will continuously monitor and adjust the temperature of the stool to meet the comfort needs of visitors.

[0056] The intelligent interactive desktop 14 is equipped with a voice recognition system and a touch screen, and conducts conversations with visitors through the AI intelligent system 10. Visitors can ask questions to the intelligent interactive desktop 14 via voice or touch screen, and the intelligent interactive desktop 14 will answer the visitors' questions according to the preset knowledge base. In addition to answering questions, the intelligent interactive desktop 14 can also provide functions such as weather query, historical knowledge, and entertainment content according to needs, enhancing the user's interactive experience. The intelligent interactive desktop 14 will adjust the interactive feedback in real time according to the input content of the visitors (such as voice or touch), and conduct conversation interaction and music playback with the user through the Bluetooth speaker 17.

[0057] The wireless charging module strip seat 13 and the intelligent interactive desktop 14 are both communicatively connected to the AI intelligent system 10, so as to transmit the corresponding information to the AI intelligent system 10 for analysis. The AI intelligent system 10 issues instructions to adaptively adjust the temperature and conduct conversation interaction with the visitors.

[0058] Furthermore, as shown in the appendix Figure 2 The integrated temperature sensor 16 includes a data preprocessing unit, and the data preprocessing unit includes: a temperature monitoring data sequence obtaining subunit 30, configured to obtain the temperature monitoring data collected by the integrated temperature sensor 16 within a preset monitoring window, and obtain a temperature monitoring data sequence; a cleaning temperature monitoring data sequence obtaining subunit 31, configured to clean and denoise the temperature monitoring data sequence to obtain a cleaned temperature monitoring data sequence; an enhanced temperature monitoring data obtaining subunit 32, configured to perform feature convolution enhancement on the cleaned temperature monitoring data sequence to obtain enhanced temperature monitoring data; and a data uploading subunit 33, configured to upload the enhanced temperature monitoring data to the AI intelligent system 10.

[0059] Specifically, the integrated temperature sensor 16 is a sensor embedded in the device, capable of real-time monitoring of the temperature change of the environment or the device. It includes a data preprocessing unit, including a temperature monitoring data sequence obtaining subunit 30, a cleaning temperature monitoring data sequence obtaining subunit 31, an enhanced temperature monitoring data obtaining subunit 32, and a data uploading subunit 33. The temperature monitoring data sequence obtaining subunit 30 is responsible for obtaining the temperature data within a preset monitoring window (such as every hour) from the integrated temperature sensor 16. Usually, a monitoring window is preset for temperature monitoring, and the temperature data within the monitoring window is collected through the integrated temperature sensor 16. Each collection records the collection timestamp, obtaining a temperature monitoring data sequence, which is stored in the form of a time series, reflecting the trend of temperature change.

[0060] The cleaning temperature monitoring data sequence acquisition subunit 31 is responsible for cleaning and denoising the temperature monitoring data sequence. Data cleaning includes deleting invalid data, correcting incorrect temperature readings, etc.; the denoising operation usually uses a filter to eliminate random noise caused by sensor errors or environmental interference, which helps to ensure that the data transmitted to the system is more accurate. For example, if the integrated temperature sensor 16 has a misreading once, resulting in a sudden increase or decrease in temperature data. The cleaning temperature monitoring data sequence acquisition subunit 31 will identify this abnormal data point and remove it to ensure that only normal temperature data is transmitted.

[0061] The enhanced temperature monitoring data acquisition subunit 32 uses a convolution algorithm to enhance the features of the cleaned data, extracts important patterns in the data, enhances the effective features of the data, and reduces the interference of invalid information. Through the convolution operation, the trend and periodic characteristics of temperature changes are captured, and the periodic trend of temperature changes is recognized. Feature convolution enhancement refers to extracting and enhancing the potential key features in the data through the convolution operation to obtain enhanced temperature monitoring data.

[0062] The data upload subunit 33 uploads the enhanced temperature monitoring data to the AI intelligent system 10. The AI intelligent system 10 can perform further analysis and adjustment based on these data, and judge whether the current temperature needs to be adjusted according to the change trend of the current temperature, whether it needs to be heated or cooled. For example, adjust the temperature of the seat or optimize the operating state of the device.

[0063] Furthermore, the enhanced temperature monitoring data acquisition subunit 32 includes: a multi-scale data feature set acquisition micro-unit for performing multi-scale convolution on the cleaned temperature monitoring data sequence to obtain a multi-scale data feature set; a fused data feature acquisition micro-unit for performing feature interaction fusion on the multi-scale data feature set to obtain a fused data feature; and a convolution analysis micro-unit for performing convolution analysis on the fused data feature and the last cleaned temperature monitoring data in the cleaned temperature monitoring data sequence to obtain the enhanced temperature monitoring data.

[0064] Further, the micro-unit for obtaining the fused data features includes: a second multi-scale data feature acquisition sub-unit, configured to randomly and without replacement obtain a first multi-scale data feature and a second multi-scale data feature from the multi-scale data feature set; a feature similarity set determination sub-unit, configured to perform feature similarity comparison on the first multi-scale data feature and the second multi-scale data feature to determine a feature similarity set; a first interactive fused data feature acquisition sub-unit, configured to perform normalization processing on the feature similarity set and fill it into an initially empty matrix to obtain a first interactive fusion matrix, and perform a convolution operation on the first interactive fusion matrix and the second multi-scale data feature to obtain a first interactive fused data feature; a fused data feature acquisition sub-unit, configured to randomly and without replacement obtain a third multi-scale data feature from the multi-scale data feature set again, perform feature fusion on the third multi-scale data feature and the first interactive fused data feature to obtain a second interactive fused data feature, and after multiple fusions until all the multi-scale data features in the multi-scale data feature set are analyzed, obtain the fused data feature.

[0065] Specifically, multi-scale convolution is performed on the cleaned temperature monitoring data sequence, and convolution kernels (filters) of different sizes are used in the convolutional neural network to extract the features of the data from different scales (or time windows), so as to capture different levels of details in the data, such as long-term change trends and short-term detail fluctuations, to obtain a multi-scale data feature set. For example, a larger convolution kernel can extract the temperature trend over a long time, while a smaller convolution kernel can capture the temperature fluctuations in a short time. In the temperature monitoring data, the long time scale may reflect the seasonal temperature difference changes, while the short time scale may be related to the instantaneous climate changes. Through multi-scale convolution, the model can extract meaningful features from these different scales simultaneously.

[0066] In the multi-scale data feature set obtained by multi-scale convolution, each feature map represents different aspects of the temperature data. In order to enable these information to interact with each other, feature interaction fusion is performed, and the data features of different scales are combined through weighted average, splicing or other fusion strategies.

[0067] Randomly and without replacement, extract the first multi-scale data feature and the second multi-scale data feature from the multi-scale data feature set, that is, the feature data sets at different scales, which describe the changes of temperature monitoring data at different scales. Randomly without replacement means that the selected data item will not be returned for the next round of selection, ensuring that each data item appears only once in a sample. Perform a feature similarity comparison on the first multi-scale data feature and the second multi-scale data feature, calculate the similarity between the two data features, and identify similar patterns or data trends, including cosine similarity (evaluating the similarity of feature vector directions) and Euclidean distance (measuring the geometric differences between features). Specifically, extract feature vectors from the first multi-scale data feature and the second multi-scale data feature, and use the similarity calculation method to compare them. Assume that each feature can be represented as a vector, and calculate the similarity of the two vectors in terms of angle through cosine similarity. For example, assume that the first multi-scale data feature data is: [22, 23, 24, 22, 21], and the second multi-scale data feature data is: [21, 22, 22, 21, 20]. Use the cosine similarity formula to calculate the similarity of these two features. If their temperature fluctuation trends are similar, the cosine similarity value will be close to 1, indicating a high similarity between them. By calculating the similarity of each pair of features, a feature similarity set is obtained.

[0068] Normalization processing of the feature similarity set is to convert all the numerical values in the feature similarity set to a standard range (usually [0, 1]). The purpose of normalization is to eliminate the differences in different feature similarity scales, so that the similarities between different data sources can be compared under a unified standard. For example, if some values in the similarity set are (0.2, 0.8, 1.2, 0.6), after normalization, they become (0.0, 0.6, 1.0, 0.4), making the similarity values within a unified standard range. Fill the normalized data into a matrix to construct the first interactive fusion matrix. Each row and each column of the matrix represent features, and each element in the matrix represents the similarity or correlation between different features.

[0069] Fill the normalized feature similarity set into an initially empty matrix to obtain the first interaction fusion matrix, which represents the interaction between different features. Perform a convolution operation on the first interaction fusion matrix and the second multi-scale data features to extract the relevant features of the data. The convolution kernel can be a small matrix (such as 3x3 or 5x5), which slides over the entire data matrix to perform local weighted summation operations. The second multi-scale data features may contain data of different scales of temperature changes. After convolution operations with the first interaction fusion matrix, the recognition of temperature patterns, trends, etc. can be enhanced. By normalizing different features and filling them into an empty matrix, it is ensured that the feature values are calculated under the same scale, avoiding data deviation caused by scale differences.

[0070] Perform random sampling without replacement again, select the third multi-scale data features, and perform further feature fusion with the first interaction fusion data features, repeating the aforementioned steps. Through multiple such feature fusions, continuously combine features of different scales and fuse them with the existing fused data features to form a more complex feature set until all features in the multi-scale data feature set are analyzed and fused. After multiple rounds of iterative fusion, all multi-scale data features are integrated together to form the final fused data features, which contain information on multiple levels such as temperature, humidity, and time, and deeper patterns are extracted through the feature fusion process.

[0071] Perform convolution analysis on the fused data features and the last cleaned temperature monitoring data. Calculate the two data features through a convolution kernel (usually a fixed mathematical weight matrix) to extract the joint features and patterns between them. That is, input the fused data features and the last cleaned temperature monitoring data into the convolution kernel in sequence for step-by-step calculation to obtain a new data sequence, which represents the temperature features extracted after convolution analysis. After completing the convolution operation, an enhanced temperature monitoring data is obtained, which contains deeper temperature information and reflects the mutual relationship between data features. Through multi-scale convolution and feature fusion, deeper patterns and trends can be extracted, thus greatly enhancing the expression ability of temperature monitoring data.

[0072] In summary, the naked-eye 3D popular science and intelligent guide gallery provided by this application has the following beneficial effects:

[0073] A naked-eye 3D display screen, which is used to sense user behavior and achieve interaction; a top plate, which is parallel to the ground, and two sides of the top plate are respectively connected to the naked-eye 3D display screen and the Logo, and is used to cover the top area; a Logo, which is arranged on one side of the top plate and is parallel to the naked-eye 3D display screen, and is used to identify and beautify the pergola; a decorative wall, which is in the same plane as the Logo and is at a first preset distance from it, and is built with LED light strips for light effect switching; a paving surface, which is laid on the ground, is composed of ground-transparent concrete, and is installed with intelligent light strips; a rest area, which is a composite functional area that provides rest, interaction and charging services for visitors. That is to say, through the interactive function of the naked-eye 3D display screen, visitors can interact with the display content. The rest area provides a variety of services to meet the rest, interaction and charging needs of visitors, satisfying the various needs of visitors and improving the overall tour quality and satisfaction.

[0074] The above description of the disclosed embodiments enables those skilled in the art to implement or use the present application. Various modifications to these embodiments will be obvious to those skilled in the art, and the general principles defined herein can be implemented in other embodiments without departing from the spirit or scope of the present application. Therefore, the present application will not be limited to the embodiments shown herein, but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

[0075] Obviously, for those skilled in the art, without departing from the principle of the present application, several improvements and modifications can also be made to the present application, and these improvements and modifications also fall within the protection scope of the present application.

Claims

1. The naked eye 3D popular science and smart tour guide gallery is characterized by: include: A naked-eye 3D display screen, which is used to sense user behavior and achieve interaction; A top plate, wherein the top plate is parallel to the ground, and two side surfaces of the top plate are respectively connected to the naked-eye 3D display screen and the Logo, so as to cover the top area; Logo, which is arranged on one side of the top plate and is parallel to the naked-eye 3D display screen, and is used to identify and beautify the gallery; A decorative wall, the decorative wall and the Logo are in the same plane and are at a first preset distance from each other, and has a built-in LED light bar for switching light effects; A paving surface, which is laid on the ground and is composed of ground-translucent concrete and is equipped with a smart light strip; The rest area is a composite functional area that provides rest, interaction and charging services for visitors.

2. The naked eye 3D popular science and smart tour gallery according to claim 1, characterized in that: The material of the naked-eye 3D display screen is a photonic film.

3. The naked-eye 3D popular science and smart tour gallery according to claim 1, characterized in that: The naked eye 3D display screen comprises: A pressure sensing module, which collects the visitor's footstep pressure change information and body contact signals in front of the naked-eye 3D display screen, and uploads them to the display optimization unit for interface display optimization; A motion capture system tracks and identifies the visitor's posture through a visual recognition component and uploads it to a display optimization unit for interface response.

4. The naked eye 3D popular science and smart tour gallery according to claim 1, characterized in that: The top plate is built with a dot-shaped light strip.

5. The naked-eye 3D popular science and smart tour gallery according to claim 1, characterized in that: The rest area includes: A wireless charging module bar bench, which is connected to the AI ​​intelligent system for adaptively adjusting the seat surface temperature for visitors; An intelligent interactive desktop is connected to the AI ​​intelligent system for dialogue and interaction with visitors.

6. The naked-eye 3D popular science and smart tour gallery according to claim 5, characterized in that: The wireless charging module bar stool comprises: An intelligent temperature control system, which is used to receive control instructions from the AI ​​intelligent system to adjust the temperature of the bench; An integrated temperature sensor is used to collect the temperature of the bench and upload the collected data to the AI ​​intelligent system.

7. The naked-eye 3D popular science and smart tour gallery according to claim 5, characterized in that: The smart interactive desktop includes a Bluetooth speaker, which is used for conversation and music playing.

8. The naked-eye 3D popular science and smart tour guide gallery according to claim 6, characterized in that: The integrated temperature sensor comprises a data preprocessing unit, and the data preprocessing unit comprises: A temperature monitoring data sequence acquisition subunit is used to acquire the temperature monitoring data collected by the integrated temperature sensor within a preset monitoring window to obtain a temperature monitoring data sequence; A cleaning temperature monitoring data sequence obtaining subunit is used to clean and denoise the temperature monitoring data sequence to obtain a cleaning temperature monitoring data sequence; An enhanced temperature monitoring data acquisition subunit is used to perform feature convolution enhancement on the cleaning temperature monitoring data sequence to obtain enhanced temperature monitoring data; The data uploading subunit is used to upload the enhanced temperature monitoring data to the AI ​​intelligent system.

9. The naked-eye 3D popular science and smart tour gallery according to claim 8, characterized in that: The enhanced temperature monitoring data acquisition subunit includes: A multi-scale data feature set acquisition micro unit is used to perform multi-scale convolution on the cleaning temperature monitoring data sequence to obtain a multi-scale data feature set; A fused data feature obtaining micro unit is used to interactively fuse the multi-scale data feature set to obtain fused data features; The convolution analysis micro unit is used to perform convolution analysis on the fusion data feature and the last cleaning temperature monitoring data in the cleaning temperature monitoring data sequence to obtain the enhanced temperature monitoring data.

10. The naked-eye 3D popular science and smart tour gallery according to claim 9, characterized in that: The fusion data feature acquisition micro unit includes: A second multi-scale data feature acquisition unit is used to randomly acquire a first multi-scale data feature and a second multi-scale data feature from the multi-scale data feature set without replacement; a feature similarity set determining unit, configured to perform feature similarity comparison on the first multi-scale data feature and the second multi-scale data feature to determine a feature similarity set; A first interactive fusion data feature obtaining unit is used to normalize the feature similarity set and fill it into an initially empty matrix to obtain a first interactive fusion matrix, and convolve the first interactive fusion matrix with the second multi-scale data feature to obtain a first interactive fusion data feature; The fused data feature obtaining unit is used to randomly obtain a third multi-scale data feature from the multi-scale data feature set without replacement, and fuse the third multi-scale data feature with the first interactive fused data feature to obtain a second interactive fused data feature. After multiple fusions, all multi-scale data features in the multi-scale data feature set are analyzed to obtain the fused data feature.

Images