CN105301971A - Method and system of controlling smart device on the basis of image recognition - Google Patents
Method and system of controlling smart device on the basis of image recognition Download PDFInfo
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- CN105301971A CN105301971A CN201510704521.XA CN201510704521A CN105301971A CN 105301971 A CN105301971 A CN 105301971A CN 201510704521 A CN201510704521 A CN 201510704521A CN 105301971 A CN105301971 A CN 105301971A
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- intelligent terminal
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- image recognition
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B15/00—Systems controlled by a computer
- G05B15/02—Systems controlled by a computer electric
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS], computer integrated manufacturing [CIM]
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/20—Pc systems
- G05B2219/26—Pc applications
- G05B2219/2642—Domotique, domestic, home control, automation, smart house
Abstract
The present invention provides a method and system of controlling a smart device on the basis of image recognition. An intelligent terminal is configured to obtain pictures of surroundings through a photographic device and extract feature information of objects in the pictures of the surroundings; the feature information matches feature information of smart devices in an electric appliance image feature database, a smart device in the pictures of the surroundings is matched; a control correlation between the intelligent terminal and the smart device is established; and the intelligent terminal is configured to control the operation of the smart device according to the control command, received by the intelligent terminal, for the smart device, and users may simply control the smart device only through the intelligent terminal which establishes the control correlation with the smart device. The method and system of controlling a smart device on the basis of image recognition may greatly simplify the control flow of a smart device and have broad application prospects and practical values.
Description
Technical field
The present invention relates to smart machine control technology field, in particular a kind of method and system thereof controlling smart machine based on image recognition.
Background technology
In today of Internet of Things high speed development, increasing smart machine enters huge numbers of families, and miscellaneous smart machine control method is mainly by the button clicking trigger on interface, and key arrangement more complicated on these softwares, different style, user can not hold the implication of software interface in use exactly, can not understand even completely, user is caused to use difficulty very large, just use is abandoned after often attempting several times, allow user cannot accept these smart machines veritably, therefore need a kind of method that smart machine is controlled be easily understood.
Therefore, prior art awaits further improvement.
Summary of the invention
In view of above-mentioned weak point of the prior art, the object of the invention is to for user provides a kind of method and the system thereof that control smart machine based on image recognition, overcome prior art smart machine of a great variety, control inerface is numerous and diverse changeable, causes the not intelligible defect of user.
The technical scheme that technical solution problem of the present invention adopts is as follows:
Control a method for smart machine based on image recognition, wherein, comprising:
Intelligent terminal obtains surrounding environment picture by camera head, and extracts the characteristic information of object in described surrounding environment picture;
Described characteristic information is mated as the characteristic information of smart machine in feature database with electrical diagram, matches the smart machine in described surrounding environment picture;
Set up the control association between intelligent terminal and smart machine;
The control command to smart machine that intelligent terminal receives according to it, controls smart machine and runs.
The described method controlling smart machine based on image recognition, wherein, comprises in the step setting up the control association between intelligent terminal and smart machine:
Smart machine in current local area network searched by intelligent terminal, obtains the name list of smart machine;
Smart machine in described name list and the smart machine matched are compared, corresponding smart machine and intelligent terminal are set up control association.
The described method controlling smart machine based on image recognition, wherein, if containing the equipment with networked intelligent device list match failure in described name list, then prompting has new smart machine to be accessed.
Describedly controlling the method for smart machine based on image recognition, wherein, when setting up the control association between intelligent terminal and smart machine, in intelligent terminal, to set up between the icon of smart machine and smart machine control association one to one.
Describedly control the method for smart machine based on image recognition, wherein, when user to select the icon of smart machine by intelligent terminal, then the controlling functions of the smart machine corresponding with described icon pushes and shows by intelligent terminal backstage automatically.
Control a system for smart machine based on image recognition, wherein, comprising: intelligent terminal;
Described intelligent terminal comprises:
Image Acquisition identification module, for obtaining surrounding environment picture by camera head, and extracts the characteristic information of object in described surrounding environment picture;
Characteristic matching module, for being mated as the characteristic information of smart machine in feature database with electrical diagram by described characteristic information, matches the smart machine in described surrounding environment picture;
Control association module, for setting up the control association between smart machine;
Operation control module, for according to the control command to smart machine received, controls smart machine and runs.
The described system controlling smart machine based on image recognition, wherein, described control association module, comprising:
Unit is set up in smart machine list, searches the smart machine in current local area network for intelligent terminal;
Unit is set up in association, for the smart machine in described name list and the smart machine matched being compared, corresponding smart machine and intelligent terminal is set up control association.
The described system controlling smart machine based on image recognition, wherein, described control association module, also comprises:
Access Tip element, if for containing the equipment with networked intelligent device list match failure in described name list, then prompting has new smart machine to be accessed.
The described system controlling smart machine based on image recognition, wherein, described control association module, also comprises:
Icons association module, for when setting up the control association between intelligent terminal and smart machine, to set up between the icon of smart machine and smart machine control association one to one in intelligent terminal.
The described system controlling smart machine based on image recognition, wherein, described icons association module comprises:
Function push unit, during for be selected the icon of smart machine by intelligent terminal as user, then the controlling functions of the smart machine corresponding with described icon pushes and shows by intelligent terminal backstage automatically.
Beneficial effect, the invention provides a kind of method and the system thereof that control smart machine based on image recognition, intelligent terminal obtains surrounding environment picture by camera head, and extracts the characteristic information of object in described surrounding environment picture; Described characteristic information is mated as the characteristic information of smart machine in feature database with electrical diagram, matches the smart machine in described surrounding environment picture; Set up the control association between intelligent terminal and smart machine; The control command to smart machine that intelligent terminal receives according to it, controls smart machine and runs, thus realizes only needing user can realize the simple control to this equipment by the intelligent terminal setting up control association with smart machine.Described method and system thereof greatly simplifie the control flow of smart machine, have broad application prospects and practical value.
Accompanying drawing explanation
Fig. 1 is a kind of flow chart of steps controlling the method for smart machine based on image recognition of the present invention;
Fig. 2 is a kind of flow chart of steps controlling the method specific embodiment of smart machine based on image recognition of the present invention;
Fig. 3 is the method step process flow diagram of image recognition in described method of the present invention;
Fig. 4 is the method step process flow diagram of control association in described method of the present invention;
Fig. 5 is a kind of system principle structural drawing controlling smart machine based on image recognition of the present invention.
Embodiment
For making object of the present invention, technical scheme and advantage clearly, clearly, developing simultaneously referring to accompanying drawing, the present invention is described in more detail for embodiment.Should be appreciated that specific embodiment described herein only for explaining the present invention, being not intended to limit the present invention.
The invention provides a kind of method controlling smart machine based on image recognition, as described in Figure 1, described method comprises:
S1, intelligent terminal obtain surrounding environment picture by camera head, and extract the characteristic information of object in described surrounding environment picture.
Intelligent terminal described in the present invention can be intelligent computer or smart mobile phone or other intelligent terminals, and need it to have information transfer capability and the information processing function, described intelligent terminal also needs installation front-facing camera in addition.
Described intelligent terminal obtains its surrounding environment picture by its front end camera, identifies around it whether have smart machine from its surrounding environment picture.Concrete, extract the edge contour of object in described surrounding environment picture, obtaining the edge feature information of object in picture, is which kind of object identifies to it.
S2, described characteristic information to be mated as the characteristic information of smart machine in feature database with electrical diagram, match the smart machine in described surrounding environment picture.
The characteristic information of object in the picture extracted is mated as the characteristic information of smart machine in feature database with the electrical diagram prestored, judge whether containing the smart machine with object same characteristic features information in the picture extracted in described electric appliance picture feature database, thus identify information contained in picture.
S3, set up control association between intelligent terminal and smart machine.
By the control association between the smart machine that identifies in wireless network connection establishment above-mentioned steps S2 and intelligent terminal, by described intelligent terminal transmission user to the steering order of smart machine, thus realize the control to smart machine.
Concrete, smart machine in current local area network searched by intelligent terminal, obtains the name list of smart machine; Smart machine in described name list and the smart machine matched are compared, corresponding smart machine and intelligent terminal are set up control association.
In the specific implementation, when intelligent terminal is linked into current local area network, send broadcast and the multicast of search smart machine; After the smart machine be connected in this LAN (Local Area Network) receives broadcast or multicast, feed back a broadcast or multicast, and carry some information of itself, comprise the attributes such as device class, title, ID.Intelligent terminal, according to the feedback message received, generates the smart machine list of having networked in a LAN (Local Area Network).
When setting up control association, can by obtaining mutually the receives information address of the other side between control end and controlled terminal, information is sent according to the receives information address getting the other side, after the other side resolves the information received, perform corresponding operation according to the instruction comprised in described information.
The control command to smart machine that S4, intelligent terminal receive according to it, controls smart machine and runs.
User sends the steering order to smart machine by intelligent terminal, and described steering order is transferred to smart machine by intelligent terminal, after receiving described steering order, performs corresponding operating according to described steering order by smart machine.
In order to improve the intelligent of intelligent terminal, the step setting up the control association between intelligent terminal and smart machine in step s3 comprises:
If containing the equipment with networked intelligent device list match failure in described name list, then prompting has new smart machine to be accessed.
User can open this smart machine, by described smart machine access to LAN, the broadcast sent by the intelligent terminal of feedback link in this LAN (Local Area Network) or multicast, after intelligent terminal for reception to its feedback signal, obtain its information, thus set up control association with it.
Controlled by the intelligent terminal of intelligent terminal pair and intelligent terminal control association for the ease of user, when setting up the control association between intelligent terminal and smart machine, control association is one to one set up between the icon of smart machine and smart machine in intelligent terminal, namely generate and smart machine icon one to one in intelligent terminal, described when user is by clickable icon, open the control to smart machine corresponding with icon.When user to select the icon of smart machine by intelligent terminal, then the controlling functions of the smart machine corresponding with described icon pushes and shows by intelligent terminal backstage automatically, namely after clickable icon, then automatically enter the control panel to the corresponding smart machine of this icon, user, by selecting corresponding control button on described control panel, realizes controlling the function of smart machine.
Be further explained said method for its specific embodiment below, as shown in Figure 2, be the schematic diagram of the specific embodiment of the method for the invention, the step of described method is:
First main control end intelligent terminal is needed to use its front-facing camera to take pictures facing to controlled device and smart machine, after obtaining photo, adopt the method for picture recognition, carry out object identification, distinguish all electrical equipment wanting to control in picture, that is to say controlled terminal smart machine.According in advance to the 3D modeling of surrounding environment, get the details of each electrical equipment, and then electrical equipment is classified.According to the smart machine in this network scanned in advance, detect each electrical equipment and whether can carry out UNICOM with main control end intelligent terminal, if each equipment electrical equipment is in this LAN (Local Area Network), then the Background control of each smart machine is docked on smart machine corresponding in picture in intelligent terminal, user only needs to click the corresponding smart machine on picture, can realize the control to smart machine.If do not find certain electrical equipment in picture in the network scanned in advance, then point out user to have new equipment to join in this environment, need to carry out networking and arrange; After new equipment has been networked by user, equipment can be joined in this network automatically, thus realizes the control of main control end to new equipment.
When user clicks electrical equipment in picture, backstage pushes all functions that can control of this equipment automatically, and demonstrates on interface.User can select and click the function wanting to control, and realizes controlling the global function of equipment.
Concrete, it is the concrete steps schematic diagram of image recognition in above-described embodiment described in Fig. 3, as shown in the figure, described method comprises: first take pictures to control end smart machine, gained photo is carried out Image semantic classification, obtaining a relatively clear and legible image, then for there being the image of distortion to carry out image flame detection, allowing the shape appearance of all objects in photo there is no deformation.The object all according to the edge segmentation photo of each object profile, extract the feature of each object in picture, the electrical diagram utilizing training in advance to complete carries out characteristic matching as feature database, find out and can match electrical equipment, complete the identification to electrical equipment kind, then classification is carried out to all electrical equipment in picture and preserve.
Be illustrated in figure 4 the method step schematic diagram of control association in specific embodiment of the present invention, as shown in the figure, mobile terminal first carries out local area network scan, finds out all smart machines in current network conditions after opening the present invention's service, preserves list of devices.The electrical equipment storehouse that contrast images identification obtains, if find that there is identical device, then carries out association coupling; If find that the equipment in image recognition storehouse does not find in current network device list, then point out user, have the non-access network of equipment.User can according to prompting, and configuration failed cluster equipment carries out networking operation; Once new equipment is networked successfully, then can send broadcast at current local area network, after mobile terminal receives message, list of updating the equipment, then go to contrast with image recognition electrical equipment storehouse, the equipment of newly networking and image are associated corresponding.
Complete after lan device associates with image recognition electrical equipment storehouse, user directly can click the electrical equipment on captured photo, enters the control page of electrical equipment, thus realizes the control to equipment.
The present invention discloses a kind of smart machine control method based on image recognition, after taking pictures to intelligent terminal, adopts the method for picture recognition, carries out object identification, distinguishes all electrical equipment wanting to control in picture.According in advance to the 3D modeling of surrounding environment, get the details of each electrical equipment, and then electrical equipment is classified.According to the equipment in this network scanned in advance, detect each electrical equipment and whether can carry out UNICOM with mobile main control end, if each equipment electrical equipment is in this LAN (Local Area Network), then the Background control of each equipment is docked on all devices in picture, user only needs to click the corresponding equipment on picture, can realize the control to equipment.If do not find certain electrical equipment in picture in the network scanned in advance, then point out user to have new equipment to join in this environment, need to carry out networking and arrange; After new equipment has been networked by user, equipment can be joined in this network automatically, thus realizes the control of main control end to new equipment.
In embody rule process, first the different touch control operation of definition can be shown different control panels, such as: when user clicks the icon of smart machine, then only show this smart machine and simply control button, such as: open and close, if with the head of a household by this icon, show the control button of this smart machine repertoire, meet the control needs of user to smart machine.
Under the prerequisite of said method, present invention also offers a kind of system controlling smart machine based on image recognition, as shown in Figure 5, described system comprises: intelligent terminal 1;
Described intelligent terminal 1 comprises:
Image Acquisition identification module 11, for obtaining surrounding environment picture by camera head, and extracts the characteristic information of object in described surrounding environment picture; Its concrete function is as described in above-mentioned steps S1.
Characteristic matching module 12, for being mated as the characteristic information of smart machine in feature database with electrical diagram by described characteristic information, matches the smart machine 2 in described surrounding environment picture; Its concrete function is as described in above-mentioned steps S2.
Control association module 13, for setting up the control association between smart machine 2;
Operation control module 14, for according to the control command to smart machine 2 received, controls smart machine 2 and runs.
Described control association module, comprising:
Unit is set up in smart machine list, searches the smart machine in current local area network for intelligent terminal.
Unit is set up in association, for the smart machine in described name list and the smart machine matched being compared, corresponding smart machine and intelligent terminal is set up control association,
Described control association module, also comprises:
Access Tip element, if for containing the equipment with networked intelligent device list match failure in described name list, then prompting has new smart machine to be accessed.
Described control association module, also comprises:
Icons association module, for when setting up the control association between intelligent terminal and smart machine, to set up between the icon of smart machine and smart machine control association one to one in intelligent terminal.
Described icons association module comprises:
Function push unit, during for be selected the icon of smart machine by intelligent terminal as user, then the controlling functions of the smart machine corresponding with described icon pushes and shows by intelligent terminal backstage automatically.
The invention provides a kind of method and the system thereof that control smart machine based on image recognition, intelligent terminal obtains surrounding environment picture by camera head, and extracts the characteristic information of object in described surrounding environment picture; Described characteristic information is mated as the characteristic information of smart machine in feature database with electrical diagram, matches the smart machine in described surrounding environment picture; Set up the control association between intelligent terminal and smart machine; The control command to smart machine that intelligent terminal receives according to it, controls smart machine and runs, thus realizes only needing user can realize the simple control to this equipment by the intelligent terminal setting up control association with smart machine.Described method and system thereof greatly simplifie the control flow of smart machine, have broad application prospects and practical value.
Be understandable that, for those of ordinary skills, can be equal to according to technical scheme of the present invention and inventive concept thereof and replace or change, and all these change or replace the protection domain that all should belong to the claim appended by the present invention.
Claims (10)
1. control a method for smart machine based on image recognition, it is characterized in that, comprising:
Intelligent terminal obtains surrounding environment picture by camera head, and extracts the characteristic information of object in described surrounding environment picture;
Described characteristic information is mated as the characteristic information of smart machine in feature database with electrical diagram, matches the smart machine in described surrounding environment picture;
Set up the control association between intelligent terminal and smart machine;
The control command to smart machine that intelligent terminal receives according to it, controls smart machine and runs.
2. control the method for smart machine according to claim 1 based on image recognition, it is characterized in that, comprise in the step setting up the control association between intelligent terminal and smart machine:
Smart machine in current local area network searched by intelligent terminal, obtains the name list of smart machine;
Smart machine in described name list and the smart machine matched are compared, corresponding smart machine and intelligent terminal are set up control association.
3. control the method for smart machine according to claim 2 based on image recognition, it is characterized in that, if containing the equipment with networked intelligent device list match failure in described name list, then prompting has new smart machine to be accessed.
4. according to any one of claim 1-3, the method for smart machine is controlled based on image recognition, it is characterized in that, when setting up the control association between intelligent terminal and smart machine, in intelligent terminal, to set up between the icon of smart machine and smart machine control association one to one.
5. the method for smart machine is controlled according to claim 4 based on image recognition, it is characterized in that, when user to select the icon of smart machine by intelligent terminal, then the controlling functions of the smart machine corresponding with described icon pushes and shows by intelligent terminal backstage automatically.
6. control a system for smart machine based on image recognition, it is characterized in that, comprising: intelligent terminal;
Described intelligent terminal comprises:
Image Acquisition identification module, for obtaining surrounding environment picture by camera head, and extracts the characteristic information of object in described surrounding environment picture;
Characteristic matching module, for being mated as the characteristic information of smart machine in feature database with electrical diagram by described characteristic information, matches the smart machine in described surrounding environment picture;
Control association module, for setting up the control association between smart machine;
Operation control module, for according to the control command to smart machine received, controls smart machine and runs.
7. control the system of smart machine according to claim 6 based on image recognition, it is characterized in that, described control association module, comprising:
Unit is set up in smart machine list, searches the smart machine in current local area network for intelligent terminal;
Unit is set up in association, for the smart machine in described name list and the smart machine matched being compared, corresponding smart machine and intelligent terminal is set up control association.
8. control the system of smart machine according to claim 7 based on image recognition, it is characterized in that, described control association module, also comprises:
Access Tip element, if for containing the equipment with networked intelligent device list match failure in described name list, then prompting has new smart machine to be accessed.
9. according to any one of claim 6-8, control the system of smart machine based on image recognition, it is characterized in that, described control association module, also comprises:
Icons association module, for when setting up the control association between intelligent terminal and smart machine, to set up between the icon of smart machine and smart machine control association one to one in intelligent terminal.
10. control the system of smart machine according to claim 9 based on image recognition, it is characterized in that, described icons association module comprises:
Function push unit, during for be selected the icon of smart machine by intelligent terminal as user, then the controlling functions of the smart machine corresponding with described icon pushes and shows by intelligent terminal backstage automatically.
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| CN109068161A (en) * | 2018-07-25 | 2018-12-21 | 三星电子（中国）研发中心 | A kind of equipment connection method for building up and device |
| CN109407928A (en) * | 2018-10-29 | 2019-03-01 | 珠海格力电器股份有限公司 | A kind of photovoltaic panel electricity uses the determination methods, devices and systems of group |
| CN109407928B (en) * | 2018-10-29 | 2020-12-11 | 珠海格力电器股份有限公司 | Method, device and system for determining photovoltaic panel electric quantity use group |
| CN110048918A (en) * | 2019-03-08 | 2019-07-23 | 佛山市云米电器科技有限公司 | The household network-building method and system of new equipment are scanned by sweeper vision module |
| CN110895869A (en) * | 2019-11-28 | 2020-03-20 | 深圳市致行科技有限公司 | Control method and system for remote controller |
| CN111290821A (en) * | 2020-02-20 | 2020-06-16 | 杭州涂鸦信息技术有限公司 | Visual intelligent network distribution method and system |
| CN114079589A (en) * | 2020-08-21 | 2022-02-22 | 深圳Tcl新技术有限公司 | Play control method, intelligent terminal and storage medium |
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