CN108626854A - The control method and device of air-conditioning - Google Patents
The control method and device of air-conditioning Download PDFInfo
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- CN108626854A CN108626854A CN201810381379.3A CN201810381379A CN108626854A CN 108626854 A CN108626854 A CN 108626854A CN 201810381379 A CN201810381379 A CN 201810381379A CN 108626854 A CN108626854 A CN 108626854A
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- facial expression
- expression
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
- F24F11/63—Electronic processing
- F24F11/64—Electronic processing using pre-stored data
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
- F24F11/63—Electronic processing
- F24F11/65—Electronic processing for selecting an operating mode
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/70—Control systems characterised by their outputs; Constructional details thereof
- F24F11/72—Control systems characterised by their outputs; Constructional details thereof for controlling the supply of treated air, e.g. its pressure
- F24F11/74—Control systems characterised by their outputs; Constructional details thereof for controlling the supply of treated air, e.g. its pressure for controlling air flow rate or air velocity
- F24F11/77—Control systems characterised by their outputs; Constructional details thereof for controlling the supply of treated air, e.g. its pressure for controlling air flow rate or air velocity by controlling the speed of ventilators
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/70—Control systems characterised by their outputs; Constructional details thereof
- F24F11/72—Control systems characterised by their outputs; Constructional details thereof for controlling the supply of treated air, e.g. its pressure
- F24F11/79—Control systems characterised by their outputs; Constructional details thereof for controlling the supply of treated air, e.g. its pressure for controlling the direction of the supplied air
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2120/00—Control inputs relating to users or occupants
- F24F2120/20—Feedback from users
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B30/00—Energy efficient heating, ventilation or air conditioning [HVAC]
- Y02B30/70—Efficient control or regulation technologies, e.g. for control of refrigerant flow, motor or heating
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- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Fluid Mechanics (AREA)
- Air Conditioning Control Device (AREA)
Abstract
This application discloses a kind of control method of air-conditioning and devices.This method includes：Pass through the image information of acquisition for mobile terminal user's face expression；The image information of user's face expression is identified, determines the facial expression of user；The facial expression of user is matched in the preset database, determines the corresponding control instruction of the facial expression of user, wherein be stored in presetting database：Matching relationship between facial expression, control instruction and facial expression and control instruction；Air conditioning operating mode is adjusted according to control instruction.By the application, when solving in the related technology through voice and gesture control air-conditioning, extraneous disturbing factor can not be avoided the problem that.
Description
Technical field
This application involves field of air conditioning, in particular to the control method and device of a kind of air-conditioning.
Background technology
As artificial intelligence technology applications in various fields is more and more extensive, the control method of air-conditioning is by traditional remote control control
System evolves into voice control and gesture control, but both control instructions are the camera or phonographic recorder by being set on air-conditioning
It obtains, too far due to the control instruction reception device that is set on air-conditioning and the user distance for sending out control instruction, leads to air-conditioning
When receiving control instruction, external interference can not be avoided, and then cause air conditioner that can not accurately receive control instruction.Simultaneously in air-conditioning
Control instruction receiver is set on device, also increases the cost of air-conditioning.
For the problem that in the related technology by voice and gesture control air-conditioning when, extraneous disturbing factor can not be avoided,
Currently no effective solution has been proposed.
Invention content
The application provides a kind of control method and device of air-conditioning, to solve to pass through voice and gesture control in the related technology
When air-conditioning, extraneous disturbing factor can not be avoided the problem that.
According to the one side of the application, a kind of control method of air-conditioning is provided.This method includes：Pass through mobile terminal
Obtain the image information of user's face expression；The image information of the user's face expression is identified, determines the face of user
Portion's expression；The facial expression of the user is matched in the preset database, determines that the facial expression of the user corresponds to
Control instruction, wherein be stored in the presetting database：The facial expression, the control instruction and the face
Matching relationship between expression and the control instruction；Air conditioning operating mode is adjusted according to the control instruction.
Optionally, it is matched in the preset database by the facial expression of the user, determines the face of the user
Before the corresponding control instruction of portion's expression, the method further includes：It obtains multiple facial expressions and each facial expression is corresponding
Control instruction；Multiple facial expressions and the corresponding control instruction of each facial expression are stored in database.
Optionally, it is matched in the preset database by the facial expression of the user, determines the face of the user
Before the corresponding control instruction of portion's expression, the method further includes：Believed by the image of acquisition for mobile terminal user's face expression
The control instruction of breath and the air-conditioning；The image information of the user's face expression is identified, determines the face of the user
Portion's expression；Establish the correspondence between the facial expression of the user and the control instruction of the air-conditioning；By the facial table
Correspondence between feelings and the control instruction is stored in database.
Optionally, the image information of the user's face expression is identified, determines that the facial expression of user includes：It is right
The image information of the user's face expression is identified, and determines the facial expression of the user and the facial table of the user
The matching degree of feelings；It determines that the matching degree of the facial expression of the user is more than default value, then continues to execute the user's
Facial expression is matched in the preset database, the step of determining the facial expression of the user corresponding control instruction；Really
The matching degree of the facial expression of the fixed user is less than default value, then sends prompt message by the mobile terminal, wherein
The prompt message is for prompting the human facial expression recognition of the user to fail.
Optionally, after sending prompt message by the mobile terminal, the method further includes：Pass through the movement
Terminal reacquires the image information of user's face expression, and continues to execute the image information progress to the user's face expression
The step of identifying, determining the facial expression of the user；Or, by the acquisition for mobile terminal control instruction, and according to described
Control instruction adjusts air conditioning operating mode.
Optionally, the image information of the user's face expression is identified, determines that the facial expression of user includes：Make
The image information of the user's face expression is analyzed with object module, determines the face of the user in described image information
Expression, wherein the object module is trained using multi-group data by machine learning, every group in the multi-group data
Data include：The corresponding user's of image information of image information and the user's face expression including user's face expression
Facial expression label.
According to the another aspect of the application, a kind of control device of air-conditioning is provided.The device includes：First obtains list
Member, for the image information by acquisition for mobile terminal user's face expression；First determination unit, for the user's face
The image information of expression is identified, and determines the facial expression of user；Second determination unit is used for the facial table of the user
Feelings are matched in the preset database, determine the corresponding control instruction of the facial expression of the user, wherein the present count
According to being stored in library：Between the facial expression, the control instruction and the facial expression and the control instruction
With relationship；Unit is adjusted, for adjusting air conditioning operating mode according to the control instruction.
Optionally, described device further includes：Second acquisition unit, for by the facial expression of the user in present count
According to being matched in library, before determining the corresponding control instruction of the facial expression of the user, multiple facial expressions and every are obtained
The corresponding control instruction of a facial expression；First storage unit, for multiple facial expressions and each facial expression are corresponding
Control instruction is stored in database.
According to the another aspect of the application, a kind of storage medium is provided, the storage medium includes the program of storage,
In, described program executes the control method of the air-conditioning described in above-mentioned any one.
According to the another aspect of the application, a kind of processor is provided, the processor is for running program, wherein institute
State the control method that the air-conditioning described in above-mentioned any one is executed when program operation.
By the application, using following steps：Pass through the image information of acquisition for mobile terminal user's face expression；To described
The image information of user's face expression is identified, and determines the facial expression of user；By the facial expression of the user default
It is matched in database, determines the corresponding control instruction of the facial expression of the user, wherein deposited in the presetting database
It contains：Matching relationship between the facial expression, the control instruction and the facial expression and the control instruction；According to
Adjusting air conditioning operating mode according to the control instruction can not when solving in the related technology through voice and gesture control air-conditioning
Avoid the problem that extraneous disturbing factor.By using the facial expression of acquisition for mobile terminal user, and according to the facial expression
Determine the control instruction for adjusting air conditioning operating mode, expression user's hair can closely be obtained by mobile device by having reached air-conditioning
The control instruction gone out avoids outer bound pair air-conditioning from receiving the interference for the control instruction that user sends out, enables user can be more preferable with air-conditioning
Interaction technique effect.
Description of the drawings
The attached drawing constituted part of this application is used for providing further understanding of the present application, the schematic reality of the application
Example and its explanation are applied for explaining the application, does not constitute the improper restriction to the application.In the accompanying drawings：
Fig. 1 is the flow chart according to the control method of air-conditioning provided by the embodiments of the present application；
Fig. 2 is according to a kind of schematic diagram of the control method step of optional air-conditioning provided by the embodiments of the present application；And
Fig. 3 is the schematic diagram according to the control device of air-conditioning provided by the embodiments of the present application.
Specific implementation mode
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase
Mutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
In order to make those skilled in the art more fully understand application scheme, below in conjunction in the embodiment of the present application
Attached drawing, technical solutions in the embodiments of the present application are clearly and completely described, it is clear that described embodiment is only
The embodiment of the application part, instead of all the embodiments.Based on the embodiment in the application, ordinary skill people
The every other embodiment that member is obtained without making creative work should all belong to the model of the application protection
It encloses.
It should be noted that term " first " in the description and claims of this application and above-mentioned attached drawing, "
Two " etc. be for distinguishing similar object, without being used to describe specific sequence or precedence.It should be appreciated that using in this way
Data can be interchanged in the appropriate case, so as to embodiments herein described herein.In addition, term " comprising " and " tool
Have " and their any deformation, it is intended that cover it is non-exclusive include, for example, containing series of steps or unit
Process, method, system, product or equipment those of are not necessarily limited to clearly to list step or unit, but may include without clear
It is listing to Chu or for these processes, method, product or equipment intrinsic other steps or unit.
According to an embodiment of the present application, a kind of control method of air-conditioning is provided.
Fig. 1 is the flow chart according to the control method of the air-conditioning of the embodiment of the present application.As shown in Figure 1, this method include with
Lower step：
Step S101 passes through the image information of acquisition for mobile terminal user's face expression.
It should be noted that：In the related art, air-conditioning is to obtain to use by the camera being set on air conditioner body
The gesture information at family, or the voice acquisition device by being set on air conditioner body obtain user speech, and then according to user
Gesture information or user speech information control air conditioner, and the technology is unavoidable is：Taking the photograph on air conditioner body
Farther out as head or voice acquisition device and user distance, and then increase annoyance level of the extraneous factor to acquisition of information.In addition,
Camera or voice acquisition device are set on air conditioner body, also add the cost of air conditioner.
And the application enables air conditioner not only reduce air-conditioning by the image information of acquisition for mobile terminal user's face expression
Device obtains the distance between user instruction device (herein, i.e. mobile terminal) and user, reduces extraneous factor to acquisition of information
Interference.Meanwhile by enabling air conditioner pass through the image information of acquisition for mobile terminal user's face expression so that air conditioner body can
Not have to that camera or voice acquisition device is additionally arranged, and then the technique effect for reducing air conditioner cost is reached.
As an optional example, above-mentioned mobile terminal can be：It is mobile phone, notebook, tablet computer, POS machine, vehicle-mounted
The arbitrary equipments such as computer, do not limit herein.
As an optional example, the image information of above-mentioned acquisition for mobile terminal user's face expression can be：It uses
Mobile terminal shoots the facial expression of user, obtains the image information of user's face expression；Or, obtaining storage in mobile terminal
The image information of user's face expression；Or obtain the image information of the user's face expression cached in mobile terminal.
As an optional example, above-mentioned image information can be graphic form, or visual form, herein not
It limits.
As an optional example, above-mentioned user's face expression can be：The expression of user's eye opening eyeball, user's eye closing eyeball
Expression, the expression seen of the user eyeball expression, the user eyeball that look up expression, the user eyeball or so looked down, user it is low
Head faces upward the expression that expression, user of head or so shake the head, the expression that user blows to the big mouth of mobile phone, user blow to mobile phone osculum
The expression that expression that expression that expression, eyes of user pop, user's face part a little, user put out one's tongue.
The image information of user's face expression is identified in step S102, determines the facial expression of user.
For the image information of user's face expression, it can utilize image recognition technology and intelligent algorithm that it is identified
It calculates, determines the facial expression of user.Specifically, in the control method of air-conditioning provided by the embodiments of the present application, to user plane
The image information of portion's expression is identified, and determines that the facial expression of user includes：Using object module to user's face expression
Image information is analyzed, and determines the facial expression of the user in image information, wherein object module is logical using multi-group data
Cross what machine learning trained, every group of data in multi-group data include：Image information including user's face expression and use
The facial expression label of the corresponding user of image information of family facial expression.
That is, passing through training objective model so that object module can use image recognition technology and intelligent algorithm to
The image information of family facial expression is identified, and finally determines the facial expression of user.
It should be noted that：The object module acquisition methods include：Machine learning training is carried out using multi-group data, is obtained
The object module；The object module that machine learning trains is carried out by multi-group data or, directly acquiring.That is, the object module
Acquisition methods can be that autonomous training obtains, or directly acquire the successful object module of training.
In order to ensure the accuracy of the identification to user's face expression, optionally, in air-conditioning provided by the embodiments of the present application
Control method in, the image information of user's face expression is identified, determines that the facial expression of user includes：To user plane
The image information of portion's expression is identified, and determines the matching degree of the facial expression of user and the facial expression of user；It determines and uses
The matching degree of the facial expression at family is more than default value, then continues to execute and carry out the facial expression of user in the preset database
Matching, the step of determining the facial expression of user corresponding control instruction；It is pre- to determine that the matching degree of the facial expression of user is less than
If numerical value then sends prompt message by mobile terminal, wherein prompt message is for prompting the human facial expression recognition of user to lose
It loses.
In order to ensure the accuracy of the identification to user's face expression, in the present embodiment, by user's face table
While the image information of feelings is identified, the matching degree of the facial expression of user is also determined, when matching degree is not up to preset
When standard, then prompt user's recognition failures, and then reached when the matching degree of the facial expression of user is too low, not blindly according to
The operational mode for regulating and controlling air-conditioning according to the facial expression identified, to reduce regulation and control fault rate.
As an optional example, whether the matching degree of the facial expression of above-mentioned determining user is more than default value can be with
For：Determine whether the matching degree of the facial expression of user is more than 80%.
As an optional example, sending prompt message by mobile terminal can be：The display interface of mobile terminal
Pop up dialog box, wherein knowledge is calibrated really equipped with multiple control instructions in the dialog box, when user selects some control instruction
When determining mark, mobile terminal obtains the corresponding control instruction information of the mark automatically, and adjusts air-conditioning according to the control instruction
Operational mode.
As an optional example, sending prompt message by mobile terminal can be：The display interface of mobile terminal
Popping up dialog box, wherein the image information that the facial expression of reacquisition user is shown in the dialog box calibrates knowledge really, when
When user selects the determination to identify, mobile terminal reopens camera, and obtains the image information of the facial expression of user.
As an optional example, sending prompt message by mobile terminal can be：The display interface of mobile terminal
Pop up dialog box, wherein the information of the human facial expression recognition failure of prompt user is shown in the dialog box.
It should be noted that：Above-mentioned three kinds optional examples can be applied arbitrarily in combination.
Specifically, after sending prompt message by mobile terminal, in the control of air-conditioning provided by the embodiments of the present application
In method, this method further includes：By mobile terminal reacquire user's face expression image information, and continue to execute to
The image information of family facial expression is identified, the step of determining the facial expression of user；Or, being controlled by acquisition for mobile terminal
Instruction, and adjust air conditioning operating mode according to control instruction.
As an optional example, air-conditioning fortune is adjusted by acquisition for mobile terminal control instruction, and according to control instruction
Row pattern includes：By the voice messaging of acquisition for mobile terminal user, and determine the corresponding control instruction of the voice messaging, foundation
The control instruction adjusts air conditioning operating mode.
Step S103 matches the facial expression of user in the preset database, determines the facial expression pair of user
The control instruction answered, wherein be stored in presetting database：Facial expression, control instruction and facial expression and control instruction
Between matching relationship.
It should be noted that：The facial expression of user is matched in the preset database executing, determines user's
Before the corresponding control instruction of facial expression, the matching relationship being stored between facial expression and control instruction should be first established
Presetting database, wherein the presetting database establishes mode and can be：User establishes customized presetting database；Or/
With directly obtain multiple facial expressions control instruction corresponding with each facial expression in batches, and carry out batch storage, Jin Erjian
Vertical presetting database.
As an optional example, the matching between facial expression, control instruction and facial expression and control instruction
Relationship can be stored in database in table form.
For obtaining in batches and store multiple facial expressions control instruction corresponding with each facial expression, and then establish number
According to the mode in library, optionally, in the control method of air-conditioning provided by the embodiments of the present application, by the facial expression of user pre-
If being matched in database, before determining the corresponding control instruction of the facial expression of user, this method further includes：It obtains multiple
Facial expression and the corresponding control instruction of each facial expression；The corresponding control of multiple facial expressions and each facial expression is referred to
Order is stored in database.
It should be noted that：Multiple facial expressions and the corresponding control instruction of each facial expression are obtained, can be criticized simultaneously
Amount obtains, or obtains by batch acquisition or one by one.That is, in the embodiment of the present application, to obtain multiple facial expressions and
The time of the corresponding control instruction of each facial expression, there is no restriction.
As an optional example, it is stored in the corresponding airconditioning control of facial expression of multiple users in the database in advance
Instruction.It is specific as follows：The booting of eye opening eyeball control air-conditioning, the shutdown of eye closing eyeball control air-conditioning, eyeball look up and control air-conditioning
Heating, eyeball look down the cooling of control air-conditioning, eyeball or so and see the pattern switching of control air-conditioning, bow and face upward on head control air-conditioning
Lower swing flap, left and right shake the head and control air-conditioning or so swing flap, blowing to the big mouth of mobile phone controls the increase of air conditioner wind speed, blows mobile phone osculum
Play the reduction of control air conditioner wind speed.
The mode of customized presetting database is established for user, optionally, in air-conditioning provided by the embodiments of the present application
Control method in, matched in the preset database by the facial expression of user, determine user facial expression correspond to
Control instruction before, this method further includes：Pass through the control of the image information and air-conditioning of acquisition for mobile terminal user's face expression
System instruction；The image information of user's face expression is identified, determines the facial expression of user；Establish the facial expression of user
Correspondence between the control instruction of air-conditioning；Correspondence between facial expression and control instruction is stored in database
In.
As an optional example, user can be with the specific countenance of typing oneself to database, and then configuration should
The corresponding air conditioner operation parameters of expression achieve the purpose that quickly to adjust air conditioning operating mode according to specific expression.
Specifically as shown in Fig. 2, air-conditioning is by acquisition for mobile terminal specific facial expression input by user, judge that user inputs
The specific facial expression is the operational mode in order to regulate and control air-conditioning, or the specific facial expression is stored in database.
User inputs the specific facial expression when being the operational mode in order to regulate and control air-conditioning, then identifies the specific facial expression of user, and
It determines the corresponding control instruction of the specific facial expression, finally regulates and controls air conditioning operating mode according to the control instruction.It is defeated in user
It is when to enter the specific facial expression be to be stored in database, its specific facial expression is corresponding with the specific facial expression
Control instruction is stored in database.
Finally, it should be noted that：User by self-defined facial expression and adjust air conditioning operating mode control instruction it
Between correspondence, having reached user can come quickly adjust the skill of air conditioning operating mode using the facial expression of personalized customization
Art effect makes air-conditioning integrate amusement and control, enables air conditioner operation more interesting, and then promotes the usage comfort of user.
Step S104 adjusts air conditioning operating mode according to control instruction.
The control method of air-conditioning provided by the embodiments of the present application is believed by the image of acquisition for mobile terminal user's face expression
Breath；The image information of user's face expression is identified, determines the facial expression of user；By the facial expression of user default
It is matched in database, determines the corresponding control instruction of the facial expression of user, wherein be stored in presetting database：Face
Matching relationship between portion's expression, control instruction and facial expression and control instruction；Operation of air conditioner is adjusted according to control instruction
Pattern when solving in the related technology through voice and gesture control air-conditioning, can not avoid the problem that extraneous disturbing factor.Into
And the control instruction for indicating that user sends out can closely be obtained by mobile device by having reached air-conditioning, and outer bound pair air-conditioning is avoided to connect
Receive the interference for the control instruction that user sends out, the effect for enabling user that can preferably be interacted with air-conditioning.
It should be noted that step shown in the flowchart of the accompanying drawings can be in such as a group of computer-executable instructions
It is executed in computer system, although also, logical order is shown in flow charts, and it in some cases, can be with not
The sequence being same as herein executes shown or described step.
The embodiment of the present application also provides a kind of control devices of air-conditioning, it should be noted that the sky of the embodiment of the present application
The control device of tune can be used for executing the control method for air-conditioning that the embodiment of the present application is provided.Below to the application reality
The control device for applying the air-conditioning of example offer is introduced.
Fig. 3 is the schematic diagram according to the control device of the air-conditioning of the embodiment of the present application.As shown in figure 3, the device includes：The
One acquiring unit 31, the first determination unit 32, the second determination unit 33 and adjusting unit 34.
First acquisition unit 31, for the image information by acquisition for mobile terminal user's face expression.
First determination unit 32, is identified for the image information to user's face expression, determines the facial table of user
Feelings.
Second determination unit 33 determines user's for matching the facial expression of user in the preset database
The corresponding control instruction of facial expression, wherein be stored in presetting database：Facial expression, control instruction and facial expression
Matching relationship between control instruction.
Unit 34 is adjusted, for adjusting air conditioning operating mode according to control instruction.
Optionally, in the control device of air-conditioning provided by the embodiments of the present application, which further includes：Second obtains list
Member determines the corresponding control of the facial expression of user for being matched in the preset database by the facial expression of user
Before instruction, multiple facial expressions and the corresponding control instruction of each facial expression are obtained；First storage unit, being used for will be multiple
Facial expression and the corresponding control instruction of each facial expression are stored in database.
Optionally, in the control device of air-conditioning provided by the embodiments of the present application, which further includes：Third obtains single
Member determines the corresponding control of the facial expression of user for being matched in the preset database by the facial expression of user
Before instruction, pass through the control instruction of the image information and air-conditioning of acquisition for mobile terminal user's face expression；Third determination unit,
It is identified for the image information to user's face expression, determines the facial expression of user；Unit is established, for establishing user
Facial expression and the control instruction of air-conditioning between correspondence；Second storage unit, for referring to facial expression and control
Correspondence between order is stored in database.
Optionally, in the control device of air-conditioning provided by the embodiments of the present application, the first determination unit 32 includes：Identify mould
Block is identified for the image information to user's face expression, determines the facial expression of user and the facial expression of user
Matching degree；First determining module, for determine user facial expression matching degree be more than default value, then continue to execute by
The facial expression of user matches in the preset database, the step of determining the facial expression of user corresponding control instruction；
Second determining module is then carried by mobile terminal transmission for determining that the matching degree of the facial expression of user is less than default value
Show information, wherein prompt message is for prompting the human facial expression recognition of user to fail.
Optionally, in the control device of air-conditioning provided by the embodiments of the present application, which further includes：4th obtains list
Member, for after sending prompt message by mobile terminal, the image of user's face expression to be reacquired by mobile terminal
Information, and the step of continuing to execute and the image information of user's face expression is identified, determining the facial expression of user；Or,
5th acquiring unit is used for after sending prompt message by mobile terminal, by acquisition for mobile terminal control instruction, and according to
Air conditioning operating mode is adjusted according to control instruction.
Optionally, in the control device of air-conditioning provided by the embodiments of the present application, the first determination unit 32 includes：Third is true
Cover half block determines the user in image information for being analyzed the image information of user's face expression using object module
Facial expression, wherein object module is trained using multi-group data by machine learning, every group of number in multi-group data
According to including：The facial table of the corresponding user of image information of image information and user's face expression including user's face expression
Feelings label.
The control device of air-conditioning provided by the embodiments of the present application is used by first acquisition unit 31 by acquisition for mobile terminal
The image information of family facial expression；The image information of user's face expression is identified in first determination unit 32, determines user
Facial expression；Second determination unit 33 matches the facial expression of user in the preset database, determines the face of user
The corresponding control instruction of portion's expression, wherein be stored in presetting database：Facial expression, control instruction and facial expression with
Matching relationship between control instruction；It adjusts unit 34 and adjusts air conditioning operating mode according to control instruction, solve the relevant technologies
In by voice and gesture control air-conditioning when, can not avoid the problem that extraneous disturbing factor, and then reached air-conditioning to lead to
It crosses mobile device and closely obtains the control instruction for indicating that user sends out, avoid outer bound pair air-conditioning from receiving the control that user sends out and refer to
The interference of order, the effect for enabling user that can preferably be interacted with air-conditioning.
The control device of air-conditioning includes processor and memory, above-mentioned first acquisition unit 31, the first determination unit 32,
Two determination units 33 and adjusting unit 34, which wait, is used as program unit storage in memory, and storage is stored in by processor execution
Above procedure unit in device realizes corresponding function.
Include kernel in processor, is gone in memory to transfer corresponding program unit by kernel.Kernel can be arranged one
Or more, indicate that the control that user sends out refers to by adjusting kernel parameter to enable air-conditioning that can closely be obtained by mobile device
It enables, avoids outer bound pair air-conditioning from receiving the interference for the control instruction that user sends out, enable user that can preferably be interacted with air-conditioning.
Memory may include computer-readable medium in volatile memory, random access memory (RAM) and/
Or the forms such as Nonvolatile memory, if read-only memory (ROM) or flash memory (flash RAM), memory include at least one deposit
Store up chip.
An embodiment of the present invention provides a kind of storage mediums, are stored thereon with program, real when which is executed by processor
The control method of existing air-conditioning.
An embodiment of the present invention provides a kind of processor, processor is for running program, wherein program executes sky when running
The control method of tune.
An embodiment of the present invention provides a kind of equipment, equipment include processor, memory and storage on a memory and can
The program run on a processor, processor realize following steps when executing program：Pass through acquisition for mobile terminal user's face table
The image information of feelings；The image information of user's face expression is identified, determines the facial expression of user；By the face of user
Expression is matched in the preset database, determines the corresponding control instruction of the facial expression of user, wherein in presetting database
It is stored with：Matching relationship between facial expression, control instruction and facial expression and control instruction；It is adjusted according to control instruction
Air conditioning operating mode.
Optionally, it is matched in the preset database by the facial expression of user, determines the facial expression pair of user
Before the control instruction answered, this method further includes：Obtain multiple facial expressions and the corresponding control instruction of each facial expression；It will
Multiple facial expressions and the corresponding control instruction of each facial expression are stored in database.
Optionally, it is matched in the preset database by the facial expression of user, determines the facial expression pair of user
Before the control instruction answered, this method further includes：Pass through the image information of acquisition for mobile terminal user's face expression and air-conditioning
Control instruction；The image information of user's face expression is identified, determines the facial expression of user；Establish the facial table of user
Correspondence between feelings and the control instruction of air-conditioning；Correspondence between facial expression and control instruction is stored in data
In library.
Optionally, the image information of user's face expression is identified, determines that the facial expression of user includes：To user
The image information of facial expression is identified, and determines the matching degree of the facial expression of user and the facial expression of user；It determines
The matching degree of the facial expression of user be more than default value, then continue to execute by the facial expression of user in the preset database into
Row matching, the step of determining the facial expression of user corresponding control instruction；Determine that the matching degree of the facial expression of user is less than
Default value then sends prompt message by mobile terminal, wherein prompt message is for prompting the human facial expression recognition of user to lose
It loses.
Optionally, after sending prompt message by mobile terminal, this method further includes：It is obtained again by mobile terminal
The image information of family facial expression is taken, and continues to execute and the image information of user's face expression is identified, determines user
Facial expression the step of；Or, adjusting air conditioning operating mode by acquisition for mobile terminal control instruction, and according to control instruction.
Optionally, the image information of user's face expression is identified, determines that the facial expression of user includes：Use mesh
Mark model analyzes the image information of user's face expression, determines the facial expression of the user in image information, wherein mesh
Mark model is trained using multi-group data by machine learning, and every group of data in multi-group data include：Including user
The facial expression label of the corresponding user of image information of the image information and user's face expression of facial expression.Herein sets
Standby can be server, PC, PAD, mobile phone etc..
Present invention also provides a kind of computer program products, when being executed on data processing equipment, are adapted for carrying out just
The program of beginningization there are as below methods step：Pass through the image information of acquisition for mobile terminal user's face expression；To user's face table
The image information of feelings is identified, and determines the facial expression of user；The facial expression of user is carried out in the preset database
Match, determines the corresponding control instruction of the facial expression of user, wherein be stored in presetting database：Facial expression, control instruction
And the matching relationship between facial expression and control instruction；Air conditioning operating mode is adjusted according to control instruction.
Optionally, it is matched in the preset database by the facial expression of user, determines the facial expression pair of user
Before the control instruction answered, this method further includes：Obtain multiple facial expressions and the corresponding control instruction of each facial expression；It will
Multiple facial expressions and the corresponding control instruction of each facial expression are stored in database.
Optionally, it is matched in the preset database by the facial expression of user, determines the facial expression pair of user
Before the control instruction answered, this method further includes：Pass through the image information of acquisition for mobile terminal user's face expression and air-conditioning
Control instruction；The image information of user's face expression is identified, determines the facial expression of user；Establish the facial table of user
Correspondence between feelings and the control instruction of air-conditioning；Correspondence between facial expression and control instruction is stored in data
In library.
Optionally, the image information of user's face expression is identified, determines that the facial expression of user includes：To user
The image information of facial expression is identified, and determines the matching degree of the facial expression of user and the facial expression of user；It determines
The matching degree of the facial expression of user be more than default value, then continue to execute by the facial expression of user in the preset database into
Row matching, the step of determining the facial expression of user corresponding control instruction；Determine that the matching degree of the facial expression of user is less than
Default value then sends prompt message by mobile terminal, wherein prompt message is for prompting the human facial expression recognition of user to lose
It loses.
Optionally, after sending prompt message by mobile terminal, this method further includes：It is obtained again by mobile terminal
The image information of family facial expression is taken, and continues to execute and the image information of user's face expression is identified, determines user
Facial expression the step of；Or, adjusting air conditioning operating mode by acquisition for mobile terminal control instruction, and according to control instruction.
Optionally, the image information of user's face expression is identified, determines that the facial expression of user includes：Use mesh
Mark model analyzes the image information of user's face expression, determines the facial expression of the user in image information, wherein mesh
Mark model is trained using multi-group data by machine learning, and every group of data in multi-group data include：Including user
The facial expression label of the corresponding user of image information of the image information and user's face expression of facial expression.
It should be understood by those skilled in the art that, embodiments herein can be provided as method, system or computer program
Product.Therefore, complete hardware embodiment, complete software embodiment or reality combining software and hardware aspects can be used in the application
Apply the form of example.Moreover, the application can be used in one or more wherein include computer usable program code computer
The computer program production implemented in usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.)
The form of product.
The application is with reference to method, the flow of equipment (system) and computer program product according to the embodiment of the present application
Figure and/or block diagram describe.It should be understood that can be realized by computer program instructions every first-class in flowchart and/or the block diagram
The combination of flow and/or box in journey and/or box and flowchart and/or the block diagram.These computer programs can be provided
Instruct the processor of all-purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce
A raw machine so that the instruction executed by computer or the processor of other programmable data processing devices is generated for real
The device for the function of being specified in present one flow of flow chart or one box of multiple flows and/or block diagram or multiple boxes.
These computer program instructions, which may also be stored in, can guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works so that instruction generation stored in the computer readable memory includes referring to
Enable the manufacture of device, the command device realize in one flow of flow chart or multiple flows and/or one box of block diagram or
The function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device so that count
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, in computer or
The instruction executed on other programmable devices is provided for realizing in one flow of flow chart or multiple flows and/or block diagram one
The step of function of being specified in a box or multiple boxes.
In a typical configuration, computing device includes one or more processors (CPU), input/output interface, net
Network interface and memory.
Memory may include computer-readable medium in volatile memory, random access memory (RAM) and/
Or the forms such as Nonvolatile memory, such as read-only memory (ROM) or flash memory (flash RAM).Memory is computer-readable Jie
The example of matter.
Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method
Or technology realizes information storage.Information can be computer-readable instruction, data structure, the module of program or other data.
The example of the storage medium of computer includes, but are not limited to phase transition internal memory (PRAM), static RAM (SRAM), moves
State random access memory (DRAM), other kinds of random access memory (RAM), read-only memory (ROM), electric erasable
Programmable read only memory (EEPROM), fast flash memory bank or other memory techniques, read-only disc read only memory (CD-ROM) (CD-ROM),
Digital versatile disc (DVD) or other optical storages, magnetic tape cassette, tape magnetic disk storage or other magnetic storage apparatus
Or any other non-transmission medium, it can be used for storage and can be accessed by a computing device information.As defined in this article, it calculates
Machine readable medium does not include temporary computer readable media (transitory media), such as data-signal and carrier wave of modulation.
It should also be noted that, the terms "include", "comprise" or its any other variant are intended to nonexcludability
Including so that process, method, commodity or equipment including a series of elements include not only those elements, but also wrap
Include other elements that are not explicitly listed, or further include for this process, method, commodity or equipment intrinsic want
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including element
There is also other identical elements in process, method, commodity or equipment.
It will be understood by those skilled in the art that embodiments herein can be provided as method, system or computer program product.
Therefore, complete hardware embodiment, complete software embodiment or embodiment combining software and hardware aspects can be used in the application
Form.It is deposited moreover, the application can be used to can be used in the computer that one or more wherein includes computer usable program code
The shape for the computer program product implemented on storage media (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.)
Formula.
It these are only embodiments herein, be not intended to limit this application.To those skilled in the art,
The application can have various modifications and variations.It is all within spirit herein and principle made by any modification, equivalent replacement,
Improve etc., it should be included within the scope of claims hereof.
Claims (10)
1. a kind of control method of air-conditioning, which is characterized in that including：
Pass through the image information of acquisition for mobile terminal user's face expression；
The image information of the user's face expression is identified, determines the facial expression of user；
The facial expression of the user is matched in the preset database, determines the corresponding control of the facial expression of the user
System instruction, wherein be stored in the presetting database：The facial expression, the control instruction and the facial expression
With the matching relationship between the control instruction；
Air conditioning operating mode is adjusted according to the control instruction.
2. according to the method described in claim 1, it is characterized in that, by the facial expression of the user in the preset database
It is matched, before determining the corresponding control instruction of the facial expression of the user, the method further includes：
Obtain multiple facial expressions and the corresponding control instruction of each facial expression；
Multiple facial expressions and the corresponding control instruction of each facial expression are stored in database.
3. according to the method described in claim 1, it is characterized in that, by the facial expression of the user in the preset database
It is matched, before determining the corresponding control instruction of the facial expression of the user, the method further includes：
Pass through the control instruction of the image information and the air-conditioning of acquisition for mobile terminal user's face expression；
The image information of the user's face expression is identified, determines the facial expression of the user；
Establish the correspondence between the facial expression of the user and the control instruction of the air-conditioning；
Correspondence between the facial expression and the control instruction is stored in database.
4. according to the method described in claim 1, it is characterized in that, knowing to the image information of the user's face expression
Not, determine that the facial expression of user includes：
The image information of the user's face expression is identified, determines the facial expression of the user and the user
The matching degree of facial expression；
It determines that the matching degree of the facial expression of the user is more than default value, then continues to execute the facial expression of the user
The step of being matched in the preset database, determining the facial expression of the user corresponding control instruction；
It determines that the matching degree of the facial expression of the user is less than default value, then prompt letter is sent by the mobile terminal
Breath, wherein the prompt message is for prompting the human facial expression recognition of the user to fail.
5. according to the method described in claim 4, it is characterized in that, by the mobile terminal send prompt message after,
The method further includes：
The image information of user's face expression is reacquired by the mobile terminal, and is continued to execute to the user's face table
The image information of feelings is identified, the step of determining the facial expression of the user；
Or, adjusting air conditioning operating mode by the acquisition for mobile terminal control instruction, and according to the control instruction.
6. according to the method described in claim 1, it is characterized in that, knowing to the image information of the user's face expression
Not, determine that the facial expression of user includes：
The image information of the user's face expression is analyzed using object module, determines the user in described image information
Facial expression, wherein the object module is trained using multi-group data by machine learning, in the multi-group data
Every group of data include：The image information of image information and the user's face expression including user's face expression is corresponding
The facial expression label of user.
7. a kind of control device of air-conditioning, which is characterized in that including：
First acquisition unit, for the image information by acquisition for mobile terminal user's face expression；
First determination unit is identified for the image information to the user's face expression, determines the facial expression of user；
Second determination unit determines the user for matching the facial expression of the user in the preset database
The corresponding control instruction of facial expression, wherein be stored in the presetting database：The facial expression, the control refer to
Order and the matching relationship between the facial expression and the control instruction；
Unit is adjusted, for adjusting air conditioning operating mode according to the control instruction.
8. device according to claim 7, which is characterized in that described device further includes：
Second acquisition unit determines the use for being matched in the preset database by the facial expression of the user
Before the corresponding control instruction of facial expression at family, multiple facial expressions and the corresponding control instruction of each facial expression are obtained；
First storage unit, for multiple facial expressions and the corresponding control instruction of each facial expression to be stored in database
In.
9. a kind of storage medium, which is characterized in that the storage medium includes the program of storage, wherein described program right of execution
Profit requires the control method of the air-conditioning described in any one of 1 to 6.
10. a kind of processor, which is characterized in that the processor is for running program, wherein right of execution when described program is run
Profit requires the control method of the air-conditioning described in any one of 1 to 6.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110030704A (en) * | 2019-05-20 | 2019-07-19 | 珠海格力电器股份有限公司 | Control method, device, storage medium and the air-conditioning of air-conditioning |
| CN111027348A (en) * | 2018-10-10 | 2020-04-17 | 百度在线网络技术（北京）有限公司 | Lottery drawing method, device, equipment and storage medium |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104932277A (en) * | 2015-05-29 | 2015-09-23 | 四川长虹电器股份有限公司 | Intelligent household electrical appliance control system with integration of face recognition function |
| JP2016068929A (en) * | 2014-09-30 | 2016-05-09 | ティノス インクＴｉｎｎｏｓ Ｉｎｃ． | Device and method for dynamically controlling air-conditioning for vehicle by using discomfort index |
| CN106775360A (en) * | 2017-01-20 | 2017-05-31 | 珠海格力电器股份有限公司 | The control method of a kind of electronic equipment, system and electronic equipment |
| CN107014042A (en) * | 2017-04-24 | 2017-08-04 | 珠海格力电器股份有限公司 | Air conditioning control method and system |
| CN107255928A (en) * | 2017-06-05 | 2017-10-17 | 珠海格力电器股份有限公司 | A kind of apparatus control method, device and home appliance |
| CN107703792A (en) * | 2017-09-11 | 2018-02-16 | 广东欧珀移动通信有限公司 | The control method and device of intelligent appliance |
| CN107726540A (en) * | 2017-09-27 | 2018-02-23 | 珠海格力电器股份有限公司 | Air conditioning control method and device |
-
2018
- 2018-04-25 CN CN201810381379.3A patent/CN108626854B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2016068929A (en) * | 2014-09-30 | 2016-05-09 | ティノス インクＴｉｎｎｏｓ Ｉｎｃ． | Device and method for dynamically controlling air-conditioning for vehicle by using discomfort index |
| CN104932277A (en) * | 2015-05-29 | 2015-09-23 | 四川长虹电器股份有限公司 | Intelligent household electrical appliance control system with integration of face recognition function |
| CN106775360A (en) * | 2017-01-20 | 2017-05-31 | 珠海格力电器股份有限公司 | The control method of a kind of electronic equipment, system and electronic equipment |
| CN107014042A (en) * | 2017-04-24 | 2017-08-04 | 珠海格力电器股份有限公司 | Air conditioning control method and system |
| CN107255928A (en) * | 2017-06-05 | 2017-10-17 | 珠海格力电器股份有限公司 | A kind of apparatus control method, device and home appliance |
| CN107703792A (en) * | 2017-09-11 | 2018-02-16 | 广东欧珀移动通信有限公司 | The control method and device of intelligent appliance |
| CN107726540A (en) * | 2017-09-27 | 2018-02-23 | 珠海格力电器股份有限公司 | Air conditioning control method and device |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111027348A (en) * | 2018-10-10 | 2020-04-17 | 百度在线网络技术（北京）有限公司 | Lottery drawing method, device, equipment and storage medium |
| CN110030704A (en) * | 2019-05-20 | 2019-07-19 | 珠海格力电器股份有限公司 | Control method, device, storage medium and the air-conditioning of air-conditioning |
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