CN107066605A - Facility information based on image recognition has access to methods of exhibiting automatically - Google Patents
Facility information based on image recognition has access to methods of exhibiting automatically Download PDFInfo
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- CN107066605A CN107066605A CN201710281128.3A CN201710281128A CN107066605A CN 107066605 A CN107066605 A CN 107066605A CN 201710281128 A CN201710281128 A CN 201710281128A CN 107066605 A CN107066605 A CN 107066605A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/51—Indexing; Data structures therefor; Storage structures
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
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- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
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- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
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- Instructional Devices (AREA)
Abstract
Methods of exhibiting is had access to automatically the present invention relates to a kind of facility information based on image recognition, and its technical characteristics is to comprise the following steps：Set up the live-action map of transformer station；Obtain the device type for including equipment in the visual angle photo of viewer position, Real time identification picture；Obtain the corresponding monitoring information account of the device type；Monitoring information account Dynamic Display is carried out in live-action map.The present invention can manually be marked using the above method without user, and information retrieval, information displaying more intelligent quick are carried out according to the device type of photo automatic identification and device id.
Description
Technical field
It is more particularly to a kind of to be based on image recognition the invention belongs to three-dimensional modeling and computer image recognition technology field
Facility information have access to methods of exhibiting automatically.
Background technology
Traditional equipment drawing picture is browsed with equipment account unpack, or by way of being marked manually on image
Carry out the body display of chart one.It is very not directly perceived, it is necessary to which human brain is associated by the way of separately browsing；Using what is marked manually
Mode needs to be labeled on every pictures, and workload is big, and does not possess automatic autgmentability.
The content of the invention
In order to solve the above problems, the purpose of the present invention is to be that a kind of facility information based on image recognition of offer is automatic
Methods of exhibiting is had access to, the identification of its application image and dimensional Modeling Technology, by the video browsed or static images according to identification
Matching algorithm carries out automated intelligent identification equipment type, and then progress facility information has access to Dynamic Display automatically.
The present invention solves its technical problem and takes following technical scheme to realize：
A kind of facility information based on image recognition has access to methods of exhibiting automatically, comprises the following steps：
Step 1, the threedimensional model for setting up equipment, extract and are formed based on device type, the characteristic point prototype 3D templates of principle
Storehouse, constructs the comprehensive posture figure of various device models；
Step 2, the real scene virtual reality technology based on panoramic picture set up the three-dimensional panorama figure in region, by calculating
Machine technology realizes the real scene reduction display of comprehensive interactive viewing, can drawn when viewing according to left mouse button
Any viewing is dragged on face；
Step 3, step 2 set up three-dimensional panorama figure in browsed when, in real time obtain equipment photo, pass through match
Algorithm is compared with the illustraton of model in equipment prototype template storehouse, calculates matching degree, obtains the target image more than predetermined threshold value
Information, extracts the model of Optimum Matching；
Step 4, also can be by inputting static device picture, the process of repeat step 3 obtains Optimum Matching model；
Step 5, the Optimum Matching model according to acquisition, search for the account relevant information of the device type in database,
The information of the equipment is shown in the form of visualizing transparent floating frame on dynamic video or static images, it is clear in dynamic video
During looking at, message box can follow the change adjust automatically display location at visual angle, all the time above corresponding equipment.
Advantages and positive effects of the present invention are：
The present invention is reasonable in design, and it is shone by setting up the live-action map of transformer station, the visual angle of acquisition viewer position
In piece, Real time identification picture comprising equipment device type, obtain the corresponding monitoring information account of the device type, whole process
Mark manually is carried out without user and may be implemented in progress monitoring information account Dynamic Display function in live-action map, according to photo
The device type and device id of automatic identification carry out information retrieval, information displaying more intelligent quick.
Brief description of the drawings
Fig. 1 is the applied environment figure of the present invention；
Fig. 2 is the principle schematic of the present invention；
Fig. 3 is the structural framing figure of the present invention.
Embodiment
Embodiment of the present invention is further described below in conjunction with accompanying drawing.
A kind of facility information based on image recognition is had access to methods of exhibiting and applied in environment as shown in Figure 1 automatically, should
Application environment includes S001：Mobile client, S002：Pc client, S003：Server, wherein S003 servers are responsible for we
The data storage of method and application service are provided, and are responsible for carrying out data interaction with the storage server of facility information.
As shown in Fig. 2 step following steps of the present invention：
S101 and S102 show that the data source that this method is directed to includes two kinds of dynamic video and static images in Fig. 2.
S103 obtains target device image information in Fig. 2, is, according to default algorithm, to remove image spam, retains
The image of environment division.
S104 sets up equipment 3D feature model libraries in Fig. 2, to set up device class type, point principle by 3 d modeling software
Feature model library, construct the comprehensive posture figure of various device models, for target device image information to be compared
Carry out 3D matching primitives.
Information is shown by S106 on dynamic video or static images in Fig. 2, in dynamic video or static images
On the information of the equipment is shown in the form of visualizing transparent floating frame, during video tour, message box can follow visual angle
Change adjust automatically display location, all the time above the corresponding equipment.
As shown in figure 3, the facility information based on image recognition has access to the architecture framework figure of methods of exhibiting automatically, there is provided one
Plant the module map that this method is realized, S201：Area three-dimensional panorama module is to set up the three-dimensional panorama figure of target area, by virtual
Reality technology simulate one can interact, the three dimensional spatial scene at 360 degree of full visual angles.
It is emphasized that embodiment of the present invention is illustrative, rather than it is limited, therefore present invention bag
Include and be not limited to embodiment described in embodiment, it is every by those skilled in the art's technique according to the invention scheme
The other embodiment drawn, also belongs to the scope of protection of the invention.
Claims (2)
1. a kind of facility information based on image recognition has access to methods of exhibiting automatically, it is characterised in that comprise the following steps：
Step 1, the transformer station's three-dimensional live figure set up, can set fixed position 360 degree of panoramas of progress and browse；
Step 2, set up device class type, the feature model library of point principle by three-dimensional modeling, cover various voltage class.
Step 3, the photo by obtaining the visual angle in a certain angle in certain position, extract and can observe in photo and recognizable key
The equipment image information of feature；
Step 4, the image information of extraction matched with the image information in feature model library, calculate matching degree, obtained
Device model list with degree more than predetermined threshold value, obtains matching degree highest device model；
Step 5, the matching degree highest device model obtained according to calculating, search for the account phase of the device type in database
Information is closed, visualization floating displaying is carried out in the way of transparent information frame in the equipment of picture.
2. the facility information according to claim 1 based on image recognition has access to methods of exhibiting automatically, it is characterised in that：Institute
Step 5 is stated in transparent information frame during visual angle change is browsed, angle change adjust automatically display location can be followed, to begin
Eventually above equipment.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710281128.3A CN107066605A (en) | 2017-04-26 | 2017-04-26 | Facility information based on image recognition has access to methods of exhibiting automatically |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710281128.3A CN107066605A (en) | 2017-04-26 | 2017-04-26 | Facility information based on image recognition has access to methods of exhibiting automatically |
Publications (1)
| Publication Number | Publication Date |
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| CN107066605A true CN107066605A (en) | 2017-08-18 |
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| Application Number | Title | Priority Date | Filing Date |
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| CN201710281128.3A Pending CN107066605A (en) | 2017-04-26 | 2017-04-26 | Facility information based on image recognition has access to methods of exhibiting automatically |
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2020036490A1 (en) | 2018-08-17 | 2020-02-20 | Kepler Vision Technologies Bv | A method and system for automatically annotating and identifying a living being or an object with an identifier providing a subject identification |
| NL2021481B1 (en) | 2018-08-17 | 2020-02-24 | Kepler Vision Tech Bv | A method for automatically annotating and identifying a living being or an object with an identifier, such as RFID, and computer vision. |
| CN110929684A (en) * | 2019-12-09 | 2020-03-27 | 北京光年无限科技有限公司 | Content identification method and device for picture book |
| CN113163227A (en) * | 2020-01-22 | 2021-07-23 | 浙江大学 | Method and device for obtaining video data and electronic equipment |
| CN117812277A (en) * | 2022-09-26 | 2024-04-02 | 广州开得联软件技术有限公司 | Equipment monitoring method, device, electronic equipment and computer readable storage medium |
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2020036490A1 (en) | 2018-08-17 | 2020-02-20 | Kepler Vision Technologies Bv | A method and system for automatically annotating and identifying a living being or an object with an identifier providing a subject identification |
| NL2021481B1 (en) | 2018-08-17 | 2020-02-24 | Kepler Vision Tech Bv | A method for automatically annotating and identifying a living being or an object with an identifier, such as RFID, and computer vision. |
| CN110929684A (en) * | 2019-12-09 | 2020-03-27 | 北京光年无限科技有限公司 | Content identification method and device for picture book |
| CN110929684B (en) * | 2019-12-09 | 2023-04-18 | 北京光年无限科技有限公司 | Content identification method and device for picture book |
| CN113163227A (en) * | 2020-01-22 | 2021-07-23 | 浙江大学 | Method and device for obtaining video data and electronic equipment |
| CN117812277A (en) * | 2022-09-26 | 2024-04-02 | 广州开得联软件技术有限公司 | Equipment monitoring method, device, electronic equipment and computer readable storage medium |
| CN117812277B (en) * | 2022-09-26 | 2024-05-28 | 广州开得联软件技术有限公司 | Equipment monitoring method, device, electronic equipment and computer readable storage medium |
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Application publication date: 20170818 |
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