CN109269041A - Air-conditioning, air conditioning control method and computer readable storage medium - Google Patents
Air-conditioning, air conditioning control method and computer readable storage medium Download PDFInfo
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- CN109269041A CN109269041A CN201811034718.7A CN201811034718A CN109269041A CN 109269041 A CN109269041 A CN 109269041A CN 201811034718 A CN201811034718 A CN 201811034718A CN 109269041 A CN109269041 A CN 109269041A
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- conditioning
- operating parameter
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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
-
- 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
- F24F2120/00—Control inputs relating to users or occupants
- F24F2120/10—Occupancy
- F24F2120/14—Activity of occupants
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- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Physics & Mathematics (AREA)
- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Air Conditioning Control Device (AREA)
- User Interface Of Digital Computer (AREA)
Abstract
The present invention discloses a kind of air conditioning control method, and the air conditioning control method is the following steps are included: obtain the control gesture of air-conditioning, and obtain the corresponding face information of the control gesture；Judge whether user is registration user according to the face information；If the user is the registration user, the operating parameter of the user preset is obtained, wherein the operating parameter includes cool feeling operating parameter and/or warm sense operating parameter；The operation of air conditioner is controlled according to the operating parameter.Invention additionally discloses a kind of air-conditioning and computer readable storage mediums.In this way, the adaptive personalized adjusting to air conditioning operating mode can be realized by the gesture and face information of user, meet user and automation adjustment demand is carried out to air-conditioning, promote the intelligence degree of air-conditioning, so that the use of air-conditioning is more convenient, user experience is more preferable.
Description
Technical field
The present invention relates to air-conditioning technical field, in particular to a kind of air-conditioning, air conditioning control method and computer-readable storage
Medium.
Background technique
Controlling intelligent household appliances are increasingly subject to the concern of consumer and producer, and various intellectual technologies are gradually applied to household electrical appliance
On, to improve the ease for use and intelligence of household electrical appliance.Pass through installation high-definition camera and combines image processing techniques to interior
The case where crowd, is monitored in real time and analysis has become reality.
But the intelligent air condition intelligence degree with high-definition camera is not high at present, can only carry out to crowd's situation simple
Analysis, is not able to satisfy the air conditioning requirements of user individual, user experience is not high.
Summary of the invention
The main object of the present invention is to provide a kind of air-conditioning, air conditioning control method and computer readable storage medium, it is intended to
Solve the problem of the not high air conditioning requirements for not being able to satisfy user individual of the intelligence degree of current air-conditioning.
To achieve the goals above, the present invention provides a kind of air conditioning control method, and the air conditioning control method includes following
Step:
The control gesture of user is obtained, and obtains the corresponding face information of the control gesture；
Judge whether user is registration user according to the face information；
If the user is the registration user, the operating parameter of the user preset is obtained, wherein the operation ginseng
Number includes cool feeling operating parameter and/or warm sense operating parameter；
The operation of air conditioner is controlled according to the operating parameter.
Optionally, it is described according to the face information judge user whether be registration user the step of after, further includes:
If the user is not the registration user, the user is prompted to register；
After the register instruction for receiving the user, the registration information that the user uploads is obtained, wherein the registration letter
Breath includes at least one of photo and face information of the user of the user；
The registration information is stored, to complete the registration of the user.
Optionally, after the register instruction for receiving the user, the step for the registration information that the user uploads is obtained
Suddenly include:
After the register instruction for receiving the user, the photo of the user is shot and from the image frame of the photo
Face information is extracted as the registration information.
Optionally, after the step of storage registration information, registration to complete the user, further includes:
The cool feeling operating parameter and warm sense operating parameter of the air-conditioning are preset, and is stored.
Optionally, the cool feeling operating parameter of the air-conditioning and warm sense operating parameter include wind speed, temperature, in wind sense parameter
At least one of.
Optionally, after the step of storage registration information, registration to complete the user, further includes:
After the user completes registration, whether setting allows to control the air-conditioning booting by the control gesture；
When the user setting allows to control air-conditioning booting by the control gesture, pass through the control gesture
The air-conditioning switch machine is controlled, and the operation of air conditioner is controlled by the operating parameter；
When the user setting does not allow to control air-conditioning booting by the control gesture, it is in the air-conditioning
Open state controls the operation of air conditioner by the operating parameter.
Optionally, the described the step of operation of air conditioner is controlled according to the operating parameter, comprising:
Obtain the operational mode of the air-conditioning；
If the operational mode of the air-conditioning is refrigeration mode, the operating parameter is cool feeling operating parameter, and according to institute
It states cool feeling operating parameter and controls the operation of air conditioner；
If the operational mode of the air-conditioning is heating mode, the operating parameter is warm sense operating parameter, and according to institute
It states warm sense operating parameter and controls the operation of air conditioner.
Optionally, the control gesture for obtaining air-conditioning, and the step of obtaining the control gesture corresponding face information,
Include:
User gesture is obtained, and according to pre-set identification gesture, obtains the identification gesture and the user gesture
Similarity；
When the similarity is greater than the first preset threshold, control hand of the user gesture as the air-conditioning is obtained
Gesture；
In the control gesture at a distance from user's face less than the second preset threshold when, obtain the control gesture
The face information of corresponding user's face.
Air-conditioning provided in an embodiment of the present invention passes through the control gesture for obtaining air-conditioning, and it is corresponding to obtain the control gesture
Face information judges whether user is to register user according to the face information, if the user is the registration user, obtains
Taking the operating parameter of the user preset, wherein the operating parameter includes cool feeling operating parameter and/or warm sense operating parameter,
The operation of air conditioner is controlled according to the operating parameter, to realize the control carried out to air-conditioning from adaptation.In this way, use can be passed through
The gesture and face information at family come realize to air conditioning operating mode it is adaptive it is personalized adjust, meet user and air-conditioning carried out
Adjustment demand is automated, the intelligence degree of air-conditioning is promoted, so that the use of air-conditioning is more convenient, user experience is more preferable.
To achieve the goals above, the present invention provides also a kind of air-conditioning, and the air-conditioning includes camera, memory, processing
Device and it is stored in the computer program that can be run on the memory and on the processor, the processor executes the meter
When calculation machine program, realize such as the step of above-mentioned air conditioning control method.
To achieve the goals above, the present invention provides also a kind of computer readable storage medium, described computer-readable to deposit
It is stored with computer program on storage media, such as above-mentioned air conditioning control method is realized when the computer program is executed by processor
The step of.
In this way, the air-conditioning and computer readable storage medium of the present embodiment, can be believed by the gesture and face of user
It ceases to realize the adaptive personalized adjusting to air conditioning operating mode, meets user and automation adjustment demand is carried out to air-conditioning,
The intelligence degree of air-conditioning is promoted, so that the use of air-conditioning is more convenient, user experience is more preferable.
Detailed description of the invention
Fig. 1 is the step flow chart of air conditioning control method first embodiment of the present invention；
Fig. 2 is the step flow chart of air conditioning control method second embodiment of the present invention；
Fig. 3 is the step flow chart of air conditioning control method 3rd embodiment of the present invention；
Fig. 4 is the step flow chart of air conditioning control method fourth embodiment of the present invention；
Fig. 5 is the step flow chart of the 5th embodiment of air conditioning control method of the present invention；
Fig. 6 is the structural schematic diagram of one embodiment of air-conditioning of the present invention.
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific embodiment
Embodiments herein is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, it is intended to for explaining the application, and should not be understood as the limitation to the application.
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
Fig. 1 is the step flow chart of the present patent application air conditioning control method first embodiment, as shown in Figure 1, the air-conditioning
Control method the following steps are included:
S100, the control gesture for obtaining air-conditioning, and obtain the corresponding face information of the control gesture；
In this step, obtain the control gesture of air-conditioning, the control gesture include hand motion, hand-characteristic etc. at least
One kind obtaining the face information of corresponding user according to the control gesture after getting the control gesture of air-conditioning.
Specifically, the executing subject of the present embodiment can be the application program of the mobile terminal side of air conditioner user, Huo Zheye
It can be air conditioner electric control system, with no restriction to this.That is, user can start sky in the application triggers of mobile terminal side
The camera configured on tune, with acquisition camera control gesture within the vision and face information, alternatively, sky can also be passed through
Electric control system controls camera is adjusted to acquire its control gesture and face information within the vision, with no restriction to this.
For example, its user occurred within sweep of the eye can be obtained by the camera being set on air-conditioning in the present embodiment,
If in the multiple users of appearance within sweep of the eye of camera, i.e., in camera when having multiple user's hands within sweep of the eye,
At this point, camera can preferentially lock the image of a user's control gesture, and through preset algorithm from the control gesture image
Corresponding control gesture information is extracted, which includes ambiguity type recognizer (fuzzy pattern
Recognition), K arest neighbors sorting algorithm (K-nearest neighbor), artificial neural network algorithm (artificial
Neural networks) etc. at least one of or a variety of combinations, it is, of course, also possible to using other algorithms from user's control
Corresponding control gesture information is extracted in images of gestures, with no restriction to this.
In the process, after camera has locked the control gesture of a user, camera also obtains its field range
The interior facial image with user corresponding to above-mentioned control gesture, and pass through deep neural network or principal component analysis
The feature extraction algorithms such as (Principal Components Analysis) or Haar identify the facial image of acquisition,
To extract the face information in above-mentioned facial image.Wherein, which includes face mark, face characteristic, in visual field model
One of frequency of occurrence and time in enclosing etc. are a variety of, with no restriction to this.
Certainly, in the remaining embodiments, the present embodiment camera can also be other picture pick-up devices, in the present patent application
There is no restriction.
In order to guarantee the gesture and recognition of face effect of above-mentioned camera, user is when controlling air-conditioning.It needs just
Control gesture is made for the camera, so that camera obtains optimal recognition effect, at this point, the face of the user also can be just
For camera, to improve the accuracy of control gesture and face information.
S200, judge whether user is registration user according to the face information；
It can be to being stored in memory on air-conditioning according to the face information obtained in S100 in the embodiment of the present invention
It filters out corresponding face information in the database of registered users to be detected, if being stored with corresponding face information, table
Bright to carry out registration operation to the face information before executing the air conditioning control method, i.e., the user is registration user, is not necessarily to
Re-registration；Otherwise, registration operation is not carried out to the face information before showing, i.e., the user is not registration user, prompts user
Needing just can be carried out by registration operates in next step.
If S300, the user are the registration user, the operating parameter of the user preset is obtained, wherein described
Operating parameter includes cool feeling operating parameter and/or warm sense operating parameter；
When judging user in the present embodiment according to face information for registration user, then the operation ginseng of the user preset is obtained
Number, wherein the operating parameter includes cool feeling operating parameter and/or warm sense operating parameter.Specifically, cool feeling operating parameter is in sky
Mediate the operation ginseng adjusted accordingly under the mode that refrigeration, dehumidifier, air-supply, Automatic-cooling, automatic ventilating etc. cool down
Number, and warm sense operating parameter is the fortune adjusted accordingly in the case where air-conditioning is in the mode that heating, automatic heating etc. heat up
Row parameter, wherein operating parameter includes at least one of wind speed, temperature, wind sense parameter.
More specifically, wind sense parameter includes that wind people mode, wind keep away people's mode, calm sense mode, automatic mode etc.,
In, when selecting automatic mode, air-conditioning can be according to people apart from adjust automatically wind direction and wind speed.For example, the present embodiment exists
When default cool feeling operating parameter, wind speed is set as automatic wind, and temperature is set as 26 DEG C, and wind sense selects calm sense mode；In default warm sense
When operating parameter, wind speed is set as automatic wind, and temperature is set as 22 DEG C, and wind sense selects wind people mode.
Certainly, in the remaining embodiments, cool feeling operating parameter and/or warm sense operating parameter can also be according to specific demands
Or the hobby of user is arranged to other parameters, there is no restriction in the present patent application.
S400, the operation of air conditioner is controlled according to the operating parameter；
In the present embodiment after obtaining the preset operating parameter of face information owning user, the operating parameter control can be based on
System is to operation of air conditioner, that is, configures the operating parameter of air-conditioning to the operation of cool feeling operating parameter and/or warm sense operating parameter instruction
Parameter realizes the control carried out to air-conditioning from adaptation.
In the present embodiment, by obtaining the control gesture of air-conditioning, and the corresponding face information of the control gesture, root are obtained
Judge whether user is to register user according to the face information, if the user is the registration user, obtains the user
Preset operating parameter, wherein the operating parameter includes cool feeling operating parameter and/or warm sense operating parameter, according to the fortune
Operation of air conditioner described in row state modulator, to realize the control carried out to air-conditioning from adaptation.In this way, can by the gesture of user and
Face information come realize to air conditioning operating mode it is adaptive it is personalized adjust, meet user and automation adjustment carried out to air-conditioning
Demand promotes the intelligence degree of air-conditioning, so that the use of air-conditioning is more convenient, user experience is more preferable.
Based on the above embodiment, Fig. 2 is the step flow chart of the present patent application air conditioning control method second embodiment, is such as schemed
Shown in 2, after S200, can also include:
If S210, the user are not the registration users, the user is prompted to register；
In this step when confirming the user not is registration user, then the user is prompted to register.Specifically, it can be
By voice broadcast, lights warning light and prompt user to infuse by sending modes such as " user are unregistered " to user interface
Volume sends register instruction to air-conditioning when user's confirmation is registered.
S220, after receiving the register instruction of the user, the registration information that the user uploads is obtained, wherein described
Registration information includes at least one of photo and face information of the user of the user；
After air-conditioning receives the register instruction of user, the registration information of user upload is obtained, wherein registration information packet
Include at least one of photo and the face information of the user of the user.
Specifically, which can open the application (Application installed on the terminal device that it is used；Following letter
Claim: APP), into user's registration interface；Then terminal device shoots the photo of the user, may include user's face just
Face, side one of come back and bow or combination is taken a picture certainly, then above-mentioned terminal device can by deep neural network,
Or the feature extraction algorithms such as PCA or Haar identify the photo of the user of shooting, extract the face letter in above-mentioned photo
Breath.Here, the photo that user can upload 4 shootings in the present embodiment is used as registration information into air-conditioning, certainly, in remaining reality
It applies in example, more or fewer shooting photos can also be uploaded, with no restriction to this.
S230, the storage registration information, to complete the registration of the user.
After S220 receives the register instruction of user, above-mentioned terminal device is by the face information of the user with the user's
Photo (such as: the thumbnail of the full face of the user) it is sent to air-conditioning, then air-conditioning by the face information of the user and is somebody's turn to do
The photo of user is stored as the registration information of the user, to complete the registration of user.
In another implementation of the present embodiment, the step of S210 after may also include that
S221, after receiving the register instruction of the user, the photo of the user and the picture from the photo are shot
Face information is extracted in the frame of face as the registration information；
Air-conditioning can be after receiving the register instruction of the user, and the camera configured by itself shoots the user's
Photo identifies the photo of the user, the face information extracted from the image frame of the photo；The face of the user is believed
Breath and the photo of the user are stored as the registration information of the user, to complete to register.
Specifically, air-conditioning can pass through the camera pair in above-mentioned air-conditioning after receiving the register instruction of the user
Above-mentioned user shoots, and obtains the photo of the user, specifically, the photo of the user may include user's face just
Face, side one of come back and bow or combined photo.
Then air-conditioning can by the feature extraction algorithms such as deep neural network or PCA or Haar to the photo of shooting into
Row identification, extracts the face information in the photo picture frame of the user, air-conditioning can be by the face information of the user and the user
Photo (such as: the thumbnail of the full face of the user) stored as the registration information of the user, to complete to register.
Based on the above embodiments, after S230, further includes:
S240, the cool feeling operating parameter for presetting the air-conditioning and warm sense operating parameter, and stored；
In the present embodiment after user completes registration operation, the set interface of user is jumped to, wherein the set interface is
The application interface of mobile terminal installation, user need to preset the cool feeling operating parameter and warm sense operation of air-conditioning in the set interface
Parameter is simultaneously stored.Specifically, cool feeling operating parameter is to be in refrigeration in air-conditioning, dehumidifier, air-supply, Automatic-cooling, automatically send
The operating parameter adjusted accordingly under the mode that wind etc. cools down, and warming up sense operating parameter is to be in heat, certainly in air-conditioning
The operating parameter adjusted accordingly under the mode that dynamic heating etc. heats up, wherein cool feeling operating parameter and warm sense operation ginseng
Number includes at least one of wind speed, temperature, wind sense parameter.
And specific parameter setting can be arranged to other parameters according to the hobby of specific demand or user, in this hair
There is no restriction in bright application.
For example, the present embodiment, in default cool feeling operating parameter, wind speed is set as automatic wind, temperature is set as 26 DEG C, wind sense choosing
Select calm sense mode；In default warm sense operating parameter, wind speed is set as automatic wind, and temperature is set as 22 DEG C, and wind sense selects wind people
Mode.
In addition, name, age, the gender etc. of user can also be arranged in the set interface in the user, with facilitate distinguish it is each
The corresponding cool feeling operating parameter of a user and/or warm sense operating parameter.After the completion of user's registration, when again to air-conditioning into
When row control, then the control to air-conditioning can be completed in the application without mobile terminal installation.Herein, mobile terminal includes
But be not limited to mobile phone, tablet computer and the intelligent remote controller of air conditioner for matching etc., there is no restriction in this application.And/or it is mobile whole
End and air-conditioning can carry out the transmission of data by unit by wireless communication, which includes WiFi module, infrared mould
Block, bluetooth module etc., but in the remaining embodiments, can also be other types of wireless communication unit, there is no restriction herein.
Certainly, the registration of user can also be deleted in the set interface of the user, it is only necessary in set interface
The option for clicking " deleting the user ", can delete the registration information of the user, after deleting user, the deletion
When user again controls air-conditioning, need to register the user again.
In the present embodiment, if not being the registration user by the user, the user is prompted to register, received
To after the register instruction of the user, the registration information that the user uploads is obtained, wherein the registration information includes the use
At least one of the photo at family and the face information of the user store the registration information, to complete the user's
Registration, presets the cool feeling operating parameter and warm sense operating parameter of the air-conditioning, and is stored.In this way, can pass through user's
Registration, realizes the monitoring of user, and after user's registration is complete, the operation in different modes to wind and temperature can be set
Parameter, i.e. cool feeling operating parameter and warm sense operating parameter, preferably to meet the needs of users.
It is the 3rd embodiment of the present patent application air conditioning control method referring to Fig. 3 based on second embodiment, as shown in figure 3,
After S230, further includes:
After S231, the user complete registration, whether setting allows to control the air-conditioning booting by the control gesture；
In the present embodiment after user completes registration operation, the set interface of user is jumped to, wherein the setting of the user
Whether can be set on interface allows to control air-conditioning booting by control gesture.That is whether user needs setting after having registered
Allow to control air-conditioning booting by control gesture.The corresponding user of the control gesture can touch in the application program of mobile terminal side
The camera configured on hair starting air-conditioning, preferentially to lock the image of user's hand within the scope of camera view, alternatively,
Camera can also be controlled by air conditioner electric control system preferentially lock a user's control gesture within the scope of camera view
Image, and corresponding control gesture information is extracted from the control gesture image by preset algorithm, which includes
At least one of ambiguity type recognizer, K arest neighbors sorting algorithm, artificial neural network algorithm etc. or a variety of combinations.
S232, when the user setting allow by the control gesture control the air-conditioning booting when, pass through the control
Air-conditioning switch machine described in gesture control processed, and the operation of air conditioner is controlled by the operating parameter；
When user setting allows to control air-conditioning booting by control gesture, air-conditioning switch machine is controlled by control gesture,
And operation of air conditioner is controlled by operating parameter.Specifically, allow when user is provided in set interface through control gesture control
After air-conditioning booting processed, as long as the control gesture for getting the user within sweep of the eye of the camera configured on air-conditioning, so that it may
The operation that air-conditioning booting and/or shutdown are controlled according to the control gesture, further, it is also possible to get the operating parameter of user setting
To control operation of air conditioner, wherein the operating parameter includes cool feeling operating parameter and warm sense operating parameter.
S233, when the user setting do not allow by the control gesture control the air-conditioning booting when, in the sky
It mediates in open state, the operation of air conditioner is controlled by the operating parameter；
When user setting does not allow to control air-conditioning booting by control gesture, when air-conditioning is in open state, pass through fortune
Row state modulator operation of air conditioner.Specifically, it is opened when user is provided with not allowing to control air-conditioning by control gesture in set interface
After machine, open state is in air-conditioning, the control gesture for getting the user within sweep of the eye of the camera configured on air-conditioning,
Get the operating parameter of user setting then to control operation of air conditioner, wherein the operating parameter includes cool feeling operating parameter and warms up
Feel operating parameter；It is in off-mode in air-conditioning, which will not carry out any control operation to air-conditioning.
In the present embodiment, after completing registration by the user, whether setting allows to control institute by the control gesture
Air-conditioning booting is stated, when the user setting allows to control air-conditioning booting by the control gesture, passes through the control
Air-conditioning switch machine described in gesture control, and the operation of air conditioner is controlled by the operating parameter, when the user setting not
When allowing to control air-conditioning booting by the control gesture, it is in open state in the air-conditioning, is joined by the operation
Number controls the operation of air conditioner.In this way, whether setting control gesture can permit control air-conditioning by after user's registration is complete
Booting, so that after user only need to once be registered, so that it may complete the secondary control again to air-conditioning.
Based on first embodiment, referring to the step process for the fourth embodiment that Fig. 4 is the present patent application air conditioning control method
Figure, as shown in figure 4, in S400, further includes:
S410, the operational mode for obtaining the air-conditioning；
In this step, the current operational mode of air-conditioning is obtained.Specifically, the operational mode obtained in the present embodiment includes system
Cold mode and heating mode, certainly, there are also other operational modes, such as dehumidifier, air-supply, Automatic-cooling, automatic ventilating for air-conditioning
The mode of equal air-supplies cooling, the mode of the heatings such as also such as automatic heating.
Its operational mode is inquired more specifically, air-conditioning passes through the image processing unit configured.Certainly, in remaining reality
It applies in example, can also be inquired otherwise, there is no restriction in this application.
If the operational mode of S420, the air-conditioning is refrigeration mode, the operating parameter is cool feeling operating parameter, and root
The operation of air conditioner is controlled according to the cool feeling operating parameter；
If the operational mode of air-conditioning is refrigeration mode in this step, i.e. the image processing unit operation mould that inquires air-conditioning
When formula is refrigeration mode, the operating parameter of storage is extracted, and it is cool feeling operating parameter that the operating parameter, which corresponds to refrigeration mode, when
Image processing unit exports result after extracting cool feeling operating parameter and issues control instruction to air-conditioning, according to the control instruction control
Air-conditioning processed transports the cool feeling operating parameter.Optionally, which can also be used in the mould of the cooling of the air-conditioning in S410
Formula.
Specifically, it is communicatively coupled between image processing unit and air-conditioning by Landline communication unit, so that at image
Reason unit can inquire the operational mode of air-conditioning, and control the operational mode of air-conditioning.
If the operational mode of S430, the air-conditioning is heating mode, the operating parameter feels operating parameter, and root to be warm
The operation of air conditioner is controlled according to the warm sense operating parameter；
If the operational mode of air-conditioning is heating mode in this step, i.e. the image processing unit operation mould that inquires air-conditioning
When formula is heating mode, the operating parameter of storage is extracted, and it is warm sense operating parameter that the operating parameter, which corresponds to heating mode, when
Image processing unit exports result after extracting warm sense operating parameter and issues control instruction to air-conditioning, according to the control instruction control
Air-conditioning processed transports the warm sense operating parameter.Optionally, which can also be used in the mode of the heating of the air-conditioning in S410.
Specifically, it is communicatively coupled between image processing unit and air-conditioning by Landline communication unit, so that at image
Reason unit can inquire the operational mode of air-conditioning, and control the operational mode of air-conditioning.
In the present embodiment, by obtaining the operational mode of the air-conditioning, if the operational mode of the air-conditioning is refrigeration mode
When, the operating parameter is cool feeling operating parameter, and controls the operation of air conditioner according to the cool feeling operating parameter, if the sky
When the operational mode of tune is heating mode, the operating parameter is warm sense operating parameter, and according to the warm sense operating parameter control
Make the operation of air conditioner.In this way, cool feeling operating parameter and/or warm sense operation ginseng can be selected by the different operational modes of air-conditioning
Number, to realize the adaptive personalized adjusting to air conditioning operating mode, preferably meets the need of user to control air-conditioning
It asks.
Based on first embodiment, referring to the step process for the 5th embodiment that Fig. 5 is the present patent application air conditioning control method
Figure, as shown in figure 5, before S100 further include:
S101, user gesture is obtained, and according to pre-set identification gesture, obtains the identification gesture and the user
The similarity of gesture；
In the present embodiment, which is that the five fingers open model, specifically, when the camera that user configures in air-conditioning
Within sweep of the eye, and be right against the camera make the five fingers opening hand motion when, which obtains the user gesture, and
Obtain the face that the gesture corresponds to user；And when the hand motion that user makes is not that the five fingers open, i.e., camera does not obtain
The user gesture, but the face of the user can be obtained, but the face does not have matching control gesture, i.e., will not execute sheet
The air conditioning control method of application.
In the present embodiment, air-conditioning is equipped with memory, which is used to store the registration information and user's note of user
The operating parameter and personal information being arranged after volume, it may also be used for the model of storage identification gesture；Certainly, it may also be used for storage is other
Data, such as the setting data of historical user etc., there is no restriction herein.
In this step, the identification gesture of hand can be preset, and the identification gesture is stored into the storage to air-conditioning
In device.Identification gesture can open for the five fingers, the five fingers close up, three refer to open two and refer to and the models such as close up, and being specifically arranged can be with
Complexity of complexity and/or identification according to specific demand and/or setting etc. considers.
In this step, according to the identification gesture in the memory of air-conditioning, and the camera acquisition configured by air-conditioning
Its user gesture within the vision obtains the similarity of the user gesture of the identification gesture and acquisition.
S102, when the similarity be greater than the first preset threshold when, obtain control of the user gesture as the air-conditioning
Gesture processed；
When the similarity for identifying gesture and user gesture is greater than the first preset threshold, user gesture is obtained as the sky
The control gesture of tune.That is the camera image that obtains the user gesture, and extracted from the hand images by preset algorithm
Corresponding control gesture, the preset algorithm include ambiguity type recognizer, K arest neighbors sorting algorithm, artificial neural network algorithm
Deng at least one of or a variety of combinations.Specifically, due to the difference of hand, when the hand motion of user is that the five fingers open,
Or model different from is opened with the preset the five fingers, therefore the first preset threshold is set in the present embodiment, to judge user
Control gesture it is whether similar to identification gesture, wherein can be used machine learning to the gesture of user whether with identification gesture into
Row matching, wherein machine learning is a multi-field cross discipline, is related to probability theory, statistics, Approximation Theory, convextiry analysis, algorithm
The multiple subjects such as complexity computation.
In the present embodiment, the first preset threshold is 90%.Certainly, in one embodiment, which may be used also
It is 95%, 98% etc., can be specifically arranged according to specific demand, there is no restriction herein.
When identifying the similarity of gesture and user gesture less than the first preset threshold, then the hand motion of user is invalid
Movement, needs that user is prompted to make correct movement again, which can be voice broadcast, lights warning light and pass through user
At least one using upper prompt " hand motion is incorrect " of used mobile terminal installation.
S103, in the control gesture at a distance from user's face less than the second preset threshold when, obtain the control
Gesture processed corresponds to the face information of user's face；
After getting control gesture, according to control gesture at a distance from user's face less than the second preset threshold when, obtain
Control gesture is taken to correspond to the face information of user's face.Specifically, image processing unit is according to the control gesture got, confirmation
Control gesture, less than the second preset threshold, obtains the face letter that the control gesture corresponds to user's face at a distance from user's face
Breath.I.e. when the face information of acquisition is multiple, can according in control gesture with user's face at a distance from for minimum range when,
Obtain the face information of the user.In the present embodiment, the second preset threshold can be 0.5mm.Certainly, in one embodiment,
Second preset threshold can be also other numerical value etc., can be specifically arranged according to specific demand, there is no restriction herein.
In the present embodiment, by obtaining user gesture, and according to pre-set identification gesture, the identification gesture is obtained
The user gesture is obtained as institute when the similarity is greater than the first preset threshold with the similarity of the user gesture
The control gesture for stating air-conditioning, according to the control gesture at a distance from user's face less than the second preset threshold when, obtain
The control gesture corresponds to the face information of user's face.In this way, user needs face air-conditioning to make gesture control movement,
The face of user can be caught at this time, and complete the identification of face information, i.e., the air-conditioning passes through gesture and face information
Double authentication realizes the control to air-conditioning, to increase the accuracy of identification and the reliability of airconditioning control.
It based on the above embodiment, is the structural schematic diagram of the present patent application air-conditioning one embodiment referring to Fig. 6, such as Fig. 6 institute
Show, above-mentioned air-conditioning may include camera, memory, processor and be stored on above-mentioned memory and can be on above-mentioned processor
The computer program of operation realizes air-conditioning control provided by the embodiments of the present application when above-mentioned processor executes above-mentioned computer program
Method processed.
Fig. 6 shows the block diagram for being suitable for the exemplary air-conditioning 12 for being used to realize the application embodiment.The air-conditioning that Fig. 6 is shown
12 be only an example, should not function to the embodiment of the present application and use scope bring any restrictions.
As shown in fig. 6, air-conditioning 12 is showed in the form of universal computing device.The component of air-conditioning 12 may include but unlimited
In one or more processor or processing unit 16, system storage 28, connecting different system components, (including system is deposited
Reservoir 28 and processing unit 16) bus 18.
Bus 18 indicates one of a few class bus structures or a variety of, including memory bus or Memory Controller,
Peripheral bus, graphics acceleration port, processor or the local bus using any bus structures in a variety of bus structures.It lifts
For example, these architectures include but is not limited to industry standard architecture (Industry Standard
Architecture；Hereinafter referred to as: ISA) bus, microchannel architecture (Micro Channel Architecture；Below
Referred to as: MAC) bus, enhanced isa bus, Video Electronics Standards Association (Video Electronics Standards
Association；Hereinafter referred to as: VESA) local bus and peripheral component interconnection (Peripheral Component
Interconnection；Hereinafter referred to as: PCI) bus.
Air-conditioning 12 typically comprises a variety of computer system readable media.These media can be it is any can be by air-conditioning 12
The usable medium of access, including volatile and non-volatile media, moveable and immovable medium.
System storage 28 may include the computer system readable media of form of volatile memory, such as arbitrary access
Memory (Random Access Memory；Hereinafter referred to as: RAM) 30 and/or cache memory 32.Air-conditioning 12 can be into
One step includes other removable/nonremovable, volatile/non-volatile computer system storage mediums.Only as an example, it deposits
Storage system 34 can be used for reading and writing immovable, non-volatile magnetic media, and (Fig. 6 do not show, commonly referred to as " hard drive
Device ").Although being not shown in Fig. 6, the disk for reading and writing to removable non-volatile magnetic disk (such as " floppy disk ") can be provided and driven
Dynamic device, and to removable anonvolatile optical disk (such as: compact disc read-only memory (Compact Disc Read Only
Memory；Hereinafter referred to as: CD-ROM), digital multi CD-ROM (Digital Video Disc Read Only
Memory；Hereinafter referred to as: DVD-ROM) or other optical mediums) read-write CD drive.In these cases, each driving
Device can be connected by one or more data media interfaces with bus 18.Memory 28 may include that at least one program produces
Product, the program product have one group of (for example, at least one) program module, and it is each that these program modules are configured to perform the application
The function of embodiment.
Program/utility 40 with one group of (at least one) program module 42 can store in such as memory 28
In, such program module 42 include but is not limited to operating system, one or more application program, other program modules and
It may include the realization of network environment in program data, each of these examples or certain combination.Program module 42 is usual
Execute the function and/or method in embodiments described herein.
Air-conditioning 12 can also be communicated with one or more external equipments 14 (such as keyboard, sensing equipment, display 24 etc.),
Can also be enabled a user to one or more equipment interacted with the air-conditioning 12 communication, and/or with enable the air-conditioning 12 with
One or more of the other any equipment (such as network interface card, modem etc.) communication for calculating equipment and being communicated.It is this logical
Letter can be carried out by input/output (I/O) interface 22.Also, air-conditioning 12 can also by network adapter 20 and one or
The multiple networks of person (such as local area network (Local Area Network；Hereinafter referred to as: LAN), wide area network (Wide Area
Network；Hereinafter referred to as: WAN) and/or public network, for example, internet) communication.As shown in fig. 6, network adapter 20 passes through
Bus 18 is communicated with other modules of air-conditioning 12.It should be understood that can be used in conjunction with air-conditioning 12 other although being not shown in Fig. 6
Hardware and/or software module, including but not limited to: microcode, device driver, redundant processing unit, external disk drive battle array
Column, RAID system, tape drive and data backup storage system etc..
Processing unit 16 by the program that is stored in system storage 28 of operation, thereby executing various function application and
Data processing, such as realize air conditioning control method provided by the embodiments of the present application.
In this way, the air-conditioning of the present embodiment can be realized by the gesture and face information of user to air conditioning operating mode
Adaptive personalized adjusting meets user and carries out automation adjustment demand to air-conditioning, promotes the intelligence degree of air-conditioning, so that
The use of air-conditioning is more convenient, and user experience is more preferable.
The embodiment of the present application also provides a kind of memory computer readable storage medium storing program for executing, is stored thereon with computer program,
Above-mentioned computer program realizes air conditioning control method provided by the embodiments of the present application when being executed by processor.
Above-mentioned memory computer readable storage medium storing program for executing can be using any of one or more computer-readable media
Combination.Computer-readable medium can be computer-readable signal media or computer readable storage medium.It is computer-readable
Storage medium can for example be but not limited to system, device or the device of electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor, or
Any above combination.The more specific example (non exhaustive list) of computer readable storage medium include: with one or
The electrical connection of multiple conducting wires, portable computer diskette, hard disk, random access memory (RAM), read-only memory (Read
Only Memory；Hereinafter referred to as: ROM), erasable programmable read only memory (Erasable Programmable Read
Only Memory；Hereinafter referred to as: EPROM) or flash memory, optical fiber, portable compact disc read-only memory (CD-ROM), light are deposited
Memory device, magnetic memory device or above-mentioned any appropriate combination.In this document, computer readable storage medium can be with
To be any include or the tangible medium of storage program, the program can be commanded execution system, device or device use or
It is in connection.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used for
By the use of instruction execution system, device or device or program in connection.
The program code for including on computer-readable medium can transmit with any suitable medium, including but not limited to without
Line, electric wire, optical cable, RF etc. or above-mentioned any appropriate combination.
In this way, the computer readable storage medium of the present embodiment can be realized pair by the gesture and face information of user
The adaptive personalized adjusting of air conditioning operating mode, meets user and carries out automation adjustment demand to air-conditioning, promote air-conditioning
Intelligence degree, so that the use of air-conditioning is more convenient, user experience is more preferable.
It can be write with one or more programming languages or combinations thereof for executing the application in above-described embodiment
The computer program code of operation, described program design language include object oriented program language such as Java,
Smalltalk, C++ further include conventional procedural programming language such as " C " language or similar programming language.
Program code can be executed fully on the user computer, partly execute on the user computer, be independent as one
Software package executes, part executes on the remote computer or completely in remote computer or clothes on the user computer for part
It is executed on business device.In situations involving remote computers, remote computer can include local by the network of any kind
Net (Local Area Network；Hereinafter referred to as: LAN) or wide area network (Wide Area Network；Hereinafter referred to as: WAN) even
It is connected to subscriber computer, or, it may be connected to outer computer (such as pass through internet using ISP
Connection).
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is contained at least one embodiment or example of the application.In the present specification, schematic expression of the above terms are not
It must be directed to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be in office
It can be combined in any suitable manner in one or more embodiment or examples.In addition, without conflicting with each other, the skill of this field
Art personnel can tie the feature of different embodiments or examples described in this specification and different embodiments or examples
It closes and combines.
In addition, term " first ", " second " are used for descriptive purposes only and cannot be understood as indicating or suggesting relative importance
Or implicitly indicate the quantity of indicated technical characteristic.Define " first " as a result, the feature of " second " can be expressed or
Implicitly include at least one this feature.In the description of the present application, the meaning of " plurality " is at least two, such as two, three
It is a etc., unless otherwise specifically defined.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes
It is one or more for realizing custom logic function or process the step of executable instruction code module, segment or portion
Point, and the range of the preferred embodiment of the application includes other realization, wherein can not press shown or discussed suitable
Sequence, including according to related function by it is basic simultaneously in the way of or in the opposite order execute function, this should be by the application
Embodiment person of ordinary skill in the field understood.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use
In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for
Instruction execution system, device or equipment (such as computer based system, including the system of processor or other can be held from instruction
The instruction fetch of row system, device or equipment and the system executed instruction) it uses, or combine these instruction execution systems, device or set
It is standby and use.For the purpose of this specification, " computer-readable medium ", which can be, any may include, stores, communicates, propagates or pass
Defeated program is for instruction execution system, device or equipment or the dress used in conjunction with these instruction execution systems, device or equipment
It sets.The more specific example (non-exhaustive list) of computer-readable medium include the following: there is the electricity of one or more wirings
Interconnecting piece (electronic device), portable computer diskette box (magnetic device), random access memory (Random Access
Memory；Hereinafter referred to as: RAM), read-only memory (Read Only Memory；Hereinafter referred to as: ROM), erasable editable
Read memory (Erasable Programmable Read Only Memory；Hereinafter referred to as: EPROM) or flash memory,
Fiber device and portable optic disk read-only storage (Compact Disc Read Only Memory；Hereinafter referred to as: CD-
ROM).In addition, computer-readable medium can even is that the paper that can print described program on it or other suitable media, because
Can then to be edited for example by carrying out optical scanner to paper or other media, be interpreted or suitable with other when necessary
Mode is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each section of the application can be realized with hardware, software, firmware or their combination.Above-mentioned
In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage
Or firmware is realized.Such as, realized with hardware in another embodiment, can be in following technology well known in the art
Any one or their combination realize: have for realizing that logic gates discrete of logic function is patrolled to data-signal
Circuit is collected, the specific integrated circuit with suitable combinational logic gate circuit, programmable gate array (Programmable Gate
Array；Hereinafter referred to as: PGA), field programmable gate array (Field Programmable Gate Array；Hereinafter referred to as:
FPGA) etc..
Those skilled in the art are understood that realize all or part of step that above-described embodiment method carries
It suddenly is that relevant hardware can be instructed to complete by program, the program can store in a kind of computer-readable storage medium
In matter, which when being executed, includes the steps that one or a combination set of embodiment of the method.
It, can also be in addition, can integrate in a processing module in each functional unit in each embodiment of the application
It is that each unit physically exists alone, can also be integrated in two or more units in a module.Above-mentioned integrated mould
Block both can take the form of hardware realization, can also be realized in the form of software function module.The integrated module is such as
Fruit is realized and when sold or used as an independent product in the form of software function module, also can store in a computer
In read/write memory medium.
Storage medium mentioned above can be read-only memory, disk or CD etc..
The above description is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all at this
Under the inventive concept of invention, using equivalent structure transformation made by description of the invention and accompanying drawing content, or directly/use indirectly
It is included in other related technical areas in scope of patent protection of the invention.
Claims (10)
1. a kind of air conditioning control method, which is characterized in that the air conditioning control method the following steps are included:
The control gesture of air-conditioning is obtained, and obtains the corresponding face information of the control gesture；
Judge whether user is registration user according to the face information；
If the user is the registration user, the operating parameter of the user preset is obtained, wherein the operating parameter packet
Include cool feeling operating parameter and/or warm sense operating parameter；
The operation of air conditioner is controlled according to the operating parameter.
2. air conditioning control method as described in claim 1, which is characterized in that described to judge that user is according to the face information
After the step of no user for registration, further includes:
If the user is not the registration user, the user is prompted to register；
After the register instruction for receiving the user, the registration information that the user uploads is obtained, wherein the registration information packet
Include at least one of photo and the face information of the user of the user；
The registration information is stored, to complete the registration of the user.
3. air conditioning control method as claimed in claim 2, which is characterized in that the register instruction for receiving the user
Afterwards, the step of obtaining the registration information that the user uploads include:
After the register instruction for receiving the user, shoots the photo of the user and extracted from the image frame of the photo
Face information is as the registration information.
4. air conditioning control method as claimed in claim 2 or claim 3, which is characterized in that the storage registration information, to complete
After the step of registration of the user, further includes:
The cool feeling operating parameter and warm sense operating parameter of the air-conditioning are preset, and is stored.
5. air conditioning control method as claimed in claim 4, which is characterized in that the cool feeling operating parameter of the air-conditioning and warm sense fortune
Row parameter includes at least one of wind speed, temperature, wind sense parameter.
6. air conditioning control method as claimed in claim 4, which is characterized in that the storage registration information, to complete
After the step of stating the registration of user, further includes:
After the user completes registration, whether setting allows to control the air-conditioning booting by the control gesture；
When the user setting allows to control air-conditioning booting by the control gesture, controlled by the control gesture
The air-conditioning switch machine, and the operation of air conditioner is controlled by the operating parameter；
When the user setting does not allow to control air-conditioning booting by the control gesture, booting is in the air-conditioning
State controls the operation of air conditioner by the operating parameter.
7. air conditioning control method as described in claim 1, which is characterized in that described to control the sky according to the operating parameter
Allocate and transport the step of row, comprising:
Obtain the operational mode of the air-conditioning；
If the operational mode of the air-conditioning is refrigeration mode, the operating parameter is cool feeling operating parameter, and according to described cool
Feel operating parameter and controls the operation of air conditioner；
If the operational mode of the air-conditioning is heating mode, the operating parameter is warm sense operating parameter, and according to described warm
Feel operating parameter and controls the operation of air conditioner.
8. air conditioning control method as described in claim 1, which is characterized in that the control gesture for obtaining air-conditioning, and obtain
The step of control gesture corresponding face information, comprising:
User gesture is obtained, and according to pre-set identification gesture, obtains the phase of the identification gesture and the user gesture
Like degree；
When the similarity is greater than the first preset threshold, control gesture of the user gesture as the air-conditioning is obtained；
In the control gesture at a distance from user's face less than the second preset threshold when, it is corresponding to obtain the control gesture
The face information of user's face.
9. a kind of air-conditioning, which is characterized in that the air-conditioning includes camera, memory, processor and is stored in the memory
Computer program that is upper and can running on the processor, when the processor executes the computer program, is realized as weighed
Benefit require any one of 1 to 8 described in air conditioning control method the step of.
10. a kind of computer readable storage medium, which is characterized in that be stored with computer on the computer readable storage medium
Program realizes such as air conditioning control method described in any item of the claim 1 to 8 when the computer program is executed by processor
The step of.
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