CN106485117A - A kind of intelligent terminal method of controlling operation thereof based on recognition of face and system - Google Patents
A kind of intelligent terminal method of controlling operation thereof based on recognition of face and system Download PDFInfo
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- CN106485117A CN106485117A CN201610830588.2A CN201610830588A CN106485117A CN 106485117 A CN106485117 A CN 106485117A CN 201610830588 A CN201610830588 A CN 201610830588A CN 106485117 A CN106485117 A CN 106485117A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
- G06F21/31—User authentication
- G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F2221/21—Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F2221/2149—Restricted operating environment
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Abstract
The invention discloses a kind of intelligent terminal method of controlling operation thereof based on recognition of face and system, the intelligent terminal method of controlling operation thereof based on recognition of face, including：When intelligent terminal in use when, according to the face features information for pre-depositing, the facial characteristics of active user is recognized by default image collecting device, and judges whether the accumulation interval for identifying active user's facial characteristics exceedes default use time threshold value；When the accumulation interval for identifying active user's facial characteristics exceedes default use time threshold value, automatically controlling intelligent terminal carries out corresponding operational control.The present invention is based on face recognition technology, the time of intelligent terminal is used by counting user, when the cumulative use time for detecting user exceedes predetermined use time threshold value, then automatically controlling intelligent terminal carries out corresponding operational control such that it is able to is prevented effectively from user's long-time and is easily caused tired, unhealthful problem using intelligent terminal.
Description
Technical field
The present invention relates to intelligent terminal technical field, more particularly to a kind of intelligent terminal operational control based on recognition of face
Method and system.
Background technology
With the progress and development of science and technology, electronic equipment（As TV, computer, flat board, mobile terminal device etc.）Ooze
Enter and suffer to daily life and work.In life, people are using these electronic equipment amusement, study；In work, people
The work of all trades and professions is carried out using these electronic equipments.These equipment greatly enrich and facilitate life and the work of people
Make.But often long-time uses these electronic products to people, the eye for causing is dry, tired etc., and many inferior health problems are also comed one after another；
The incidence of disease of cervical spondylopathy, scapulohumeral periarthritis etc. also rises year by year, and tends to rejuvenation.
Therefore, prior art has yet to be improved and developed.
Content of the invention
The technical problem to be solved in the present invention is, for the drawbacks described above of prior art, provides a kind of based on face knowledge
Other intelligent terminal method of controlling operation thereof and system, so as to solve in prior art lack be prevented effectively from user long-time use intelligence
The problem of the method for controlling operation thereof of energy terminal impacts health.
The technical scheme adopted by present invention solution technical problem is as follows：
A kind of intelligent terminal method of controlling operation thereof based on recognition of face, including：
A, when intelligent terminal in use when, according to the face features information for pre-depositing, by default IMAQ
The facial characteristics of device identification active user, and it is default to judge whether the accumulation interval for identifying active user's facial characteristics exceedes
Use time threshold value；
B, when identify active user's facial characteristics accumulation interval exceed default use time threshold value when, automatically control intelligence
Terminal carries out corresponding operational control.
The described intelligent terminal method of controlling operation thereof based on recognition of face, wherein, step A is specifically included：
A1, when intelligent terminal use when, according to the face features information for pre-depositing, by default image collector
The facial characteristics of identification active user is put, judges whether to identify the facial characteristics of active user；
A2, when the facial characteristics of active user is identified, calculate identify active user facial characteristics accumulation interval；
A3, judgement identify whether the accumulation interval of the facial characteristics of active user exceedes default use time threshold value.
The described intelligent terminal method of controlling operation thereof based on recognition of face, wherein, step A2 is specifically included：
A21, when the facial characteristics of active user is identified, calculate identify active user facial characteristics accumulation interval；
A22, judge that whether the interval time of the adjacent facial characteristics for identifying user twice exceedes predetermined time interval threshold
Value；
A23, predetermined time interval threshold value is not above when the interval time of the adjacent facial characteristics for identifying user twice
When, enter step A3.
The described intelligent terminal method of controlling operation thereof based on recognition of face, wherein, step A23 specifically also includes：
When the interval time of the adjacent facial characteristics for identifying user twice predetermined time interval threshold value is exceeded, then pre- from exceeding
Fixed time interval threshold value starts, the calculating accumulation interval of starting from scratch again.
The described intelligent terminal method of controlling operation thereof based on recognition of face, wherein, also includes before step A：
A0, pre-set the use time threshold value.
The described intelligent terminal method of controlling operation thereof based on recognition of face, wherein, the default image collecting device
The front-facing camera carried for intelligent terminal or external image collecting device.
The described intelligent terminal method of controlling operation thereof based on recognition of face, wherein, step A2 also includes：Work as identification
Do not go out active user facial characteristics when, point out active user input control instruction collection active user face feature information simultaneously
It is deposited in intelligent terminal, is then back to step A1.
A kind of intelligent terminal operation control system based on recognition of face, including：
Face recognition module, for when intelligent terminal in use when, according to the face features information for pre-depositing, pass through
Default image collecting device recognizes the facial characteristics of active user, and judge to identify active user's facial characteristics cumulative when
Between whether exceed default use time threshold value；
Operational control module, for exceeding default use time threshold value when the accumulation interval for identifying active user's facial characteristics
When, automatically controlling intelligent terminal carries out corresponding operational control.
The described intelligent terminal operation control system based on recognition of face, wherein, the face recognition module includes：
Face identification unit, for when intelligent terminal is when using, according to the face features information for pre-depositing, by pre-
If image collecting device identification active user facial characteristics, judge whether to identify the facial characteristics of active user；
Time calculating unit, special for when the facial characteristics of active user is identified, calculating the face for identifying active user
The accumulation interval that levies；
Whether operation control unit, the accumulation interval for judging the facial characteristics for identifying active user exceed default use
Time threshold.
The described intelligent terminal operation control system based on recognition of face, wherein, the intelligence based on recognition of face
Terminal Operations Control System also includes：
Module is pre-set, for pre-setting the use time threshold value.
In sum, the invention provides a kind of intelligent terminal method of controlling operation thereof based on recognition of face and system, institute
The intelligent terminal method of controlling operation thereof based on recognition of face is stated, including：When intelligent terminal in use when, according to pre-deposited
Face features information, recognizes the facial characteristics of active user by default image collecting device, and judges to identify and work as
Whether the accumulation interval of front user's face feature exceedes default use time threshold value；When identifying active user's facial characteristics
When accumulation interval exceedes default use time threshold value, automatically controlling intelligent terminal carries out corresponding operational control.Base of the present invention
In face recognition technology, the time of intelligent terminal is used by counting user, when the cumulative use time for detecting user exceedes
During predetermined use time threshold value, then automatically controlling intelligent terminal carries out corresponding operational control such that it is able to be prevented effectively from use
Head of a household's time is easily caused tired, unhealthful problem using intelligent terminal.
Description of the drawings
Fig. 1 is flow chart of the present invention based on the intelligent terminal method of controlling operation thereof preferred embodiment of recognition of face.
Fig. 2 is flow chart of the present invention based on the intelligent terminal method of controlling operation thereof concrete application embodiment of recognition of face.
Fig. 3 is principle of work and power frame of the present invention based on the intelligent terminal operation control system preferred embodiment of recognition of face
Figure.
Specific embodiment
For making the objects, technical solutions and advantages of the present invention clearer, clear and definite, develop simultaneously embodiment pair referring to the drawings
The present invention is further described.It should be appreciated that specific embodiment described herein is only in order to explain the present invention, and without
In the restriction present invention.
It is stream of the present invention based on the intelligent terminal method of controlling operation thereof preferred embodiment of recognition of face to refer to Fig. 1, Fig. 1
Cheng Tu.The intelligent terminal method of controlling operation thereof based on recognition of face shown in Fig. 1, including：
Step S100, when intelligent terminal in use when, according to the face features information for pre-depositing, by default figure
As harvester recognizes the facial characteristics of active user, and judge whether the accumulation interval for identifying active user's facial characteristics surpasses
Cross default use time threshold value；
Step S200, when identify active user's facial characteristics accumulation interval exceed default use time threshold value when, automatically
Control intelligent terminal carries out corresponding operational control.
Intelligent terminal of the present invention can have display for mobile phone, panel computer, notebook computer or intelligent television etc.
The smart machine of function.The present invention be based on face recognition technology, and the default image collector be set to intelligent terminal from
The front-facing camera of band or external image collecting device.Face recognition technology, front-facing camera and image collecting device are all
It is prior art, here is omitted.In the embodiment of the present invention, intelligent terminal by taking mobile phone as an example, the default IMAQ
Device is illustrated by taking the front-facing camera of mobile phone as an example.Default image capturing system equivalent to the eyes of equipment, to user
Face-image be acquired, be the precondition of the present invention.
In the step s 100, when mobile phone in use when, according to the face features information for pre-depositing, by preposition
The facial characteristics of camera identification active user, and it is pre- to judge whether the accumulation interval for identifying active user's facial characteristics exceedes
If use time threshold value, that is to say and judge that active user's facial characteristics recognizes whether successful accumulation interval exceedes default making
Use time threshold；The face features information for pre-depositing that is to say the feature for extracting user's face image in advance, and identification is worked as
Face-image of the facial characteristics of front user namely to collecting is processed, and then carries out image recognition, and image recognition can
With multiple image processing algorithms present in prior art, the present invention is not specifically limited；And identify active user face
The calculating of the accumulation interval of portion's feature, can carry out timing statistics by arranging timer.
The key that use time threshold value is the present invention is pre-set, is therefore also included before step S100：
S001, pre-set the use time threshold value.
Further, step S100 is specifically included：
S110, when intelligent terminal use when, according to the face features information for pre-depositing, by default IMAQ
The facial characteristics of device identification active user, judges whether to identify the facial characteristics of active user；In embodiments of the present invention
During enforcement, when mobile phone is when using, according to the face features information for pre-depositing, known using face by front-facing camera
Other technology recognizes the facial characteristics of active user.Judge whether the facial characteristics of active user is can recognize that, be judgement hand
Either with or without the face feature information without active user in machine database.
S120, when the facial characteristics of active user is identified, calculate the cumulative of the facial characteristics that identifies active user
Time；When implementing in embodiments of the present invention, when the facial characteristics of active user is identified, that is, device data is detected
Have in storehouse active user face feature information when, then directly the control corresponding timer of active user carries out timing statistics, from
And the accumulation interval of the facial characteristics for identifying active user is calculated, the accumulation interval i.e. active user is cumulative makes
Time with mobile phone.
S130, judgement identify whether the accumulation interval of the facial characteristics of active user exceedes default use time threshold
Value；The use time threshold value is to need flexibly to arrange according to the time, for example, could be arranged to 2 hours, it is generally the case that when
User is accumulative using mobile phone more than 2 hours, then mean that user stares at time of mobile phone screen more than 2 hours, at this moment
General can all occur that eyes are uncomfortable or tired, and the measure for taking some control users to be continuing with mobile phone at this moment just has very much must
Will.
The facial characteristics that another situation, i.e. mobile phone cannot recognize that active user is also certainly existed certainly, now, can
To point out user input control instruction to gather its facial characteristics.Therefore, step S120 also includes：Use when can not recognize currently
During the facial characteristics at family, point out the face feature information of active user input control instruction collection active user and be deposited into intelligence
In terminal, step S110 is then back to.When implementing in embodiments of the present invention, if the face in mobile phone database without user is special
Reference ceases, then point out user input control instruction, and the face feature information to active user carries out Data Enter and distributes corresponding
Timer.
Further, step S120 specifically can also be refined as：
S121, when the facial characteristics of active user is identified, calculate identify active user facial characteristics accumulation interval；
The accumulation interval of the facial characteristics for identifying active user is calculated, that is, timing statistics is carried out to the use time of mobile phone.?
When implementing in the embodiment of the present invention, user can be made a distinction according to facial characteristics, each user arranges its corresponding meter
When device, by the use time of various corresponding timer counting users.
S122, judge that whether the interval time of the adjacent facial characteristics for identifying user twice exceeded between the predetermined time
Every threshold value；The clocking method of the present invention is different from traditional continuous timing, and the present invention is by the way of effective timing；The present invention's
Timing time refers to can recognize that the cumulative of the time period of user's face feature, and the present invention is adjacent to user to identify user twice
The time interval of facial feature image is limited.The time interval threshold value can be flexibly arranged according to time situation, example
10min can be such as set.When implementing in embodiments of the present invention, each facial characteristics（User）2 timing can at least be corresponded to
Device, one carries out timing to user's use time, and one is used for the interval to effectively identifying face-image twice and carries out timing.
S123, predetermined time interval is not above when the interval time of the adjacent facial characteristics for identifying user twice
During threshold value, step S130 is entered.Longer when the interval time of the facial characteristics for identifying user twice, then explanation user is in this phase
Between may have been moved off or rested, without the need for continuous timing；And when identifying the interval of the facial characteristics of user twice
Between shorter when, then explanation user still continuously using mobile phone, timing should continue to add up.
Further, step S123 specifically also includes：When between the adjacent facial characteristics for identifying user twice
When the time predetermined time interval threshold value is exceeded, then from the beginning of predetermined time interval threshold value is exceeded, meter of starting from scratch again
Calculate the accumulation interval.If that is, effectively identifying the time interval of facial feature image more than the predetermined time twice
Interval threshold, then the timing statisticses to the user be zeroed out, reclocking.The set-up mode of intra-record slack byte setting value, this
Bright do not limit.
In step s 200, when the accumulation interval for identifying active user's facial characteristics exceedes default use time threshold value
When, automatically controlling mobile phone carries out corresponding operational control.When implementing in embodiments of the present invention, work as accumulation interval（Timing time）
Reach user's setting value（Use time threshold value）Afterwards, can trigger equipment can carry out corresponding action, such as（Comprising being not limited to）Carry
Show that user is rested, automatically/prompting manually adjusts screen angle and alters one's posture, and limits user's access right for a period of time etc.
Deng to reach the purpose for alleviating that user's long-time causes fatigue using equipment.
Further, it is clearly to state this method process, as a example by limiting user's access right for a period of time, this
Bright additionally provide a kind of concrete application embodiment of the intelligent terminal method of controlling operation thereof based on recognition of face, as shown in Figure 2.
In fig. 2, Timer, Timer_Lock, Timer_interval, T_ interval, T_threshold etc. is right
Relevant parameter used in flow process and timing/timer are indicated, and are that the statement of other similar functions is equal for the ease of description
Belong to the scope of the invention.
Timer_Lock ：User's access right locks timer, when Timer_Lock triggering timing, the user
Equipment cannot be used, user must be rested after the time of having a rest section for setting in advance, and authority is limited and can just be released, and
Timer_Lock can clear up reset again, wait the triggering for being input into locking next time.
Timer_interval is the adjacent interval timer for identifying user's face feature twice, works as Timer_
During the value of the interval of the recognition time twice T_internval that the value of interval is set more than user, represent that user is effective twice
Facial characteristics recognizes that successful time interval is longer, and user may have been moved off during this period or be rested, therefore Wu
Continuous timing is needed, the corresponding equipment of the facial characteristics uses timer Timer reclocking.
Timer is that user uses equipment effective time timer, when the value of Timer is more than the use time threshold that user sets
After value T_threshold, user's access right will be locked, and otherwise, Timer continues timing, enter collection time-count cycle, directly
The T_threshold of setting is reached to input use time.
As can be seen that each facial characteristics from embodiments above（User）Can correspond to 3 timers, first
Timing is carried out to user's use time；Second is used for carrying out timing to the interval time of effectively identification facial characteristics twice；Most
One is that the restriction use time to user carries out timing afterwards.
The intelligent terminal method of controlling operation thereof based on recognition of face that the present invention is provided, recognizes to carry out by facial characteristics
Timing is counted, and not only can carry out timing statistics respectively for different users, and it is discontinuous to effectively reduce user
Using the time deviation for bringing, specific user is facilitated to use equipment.
Therefore, the present invention is based on face recognition technology, by counting user using intelligent terminal time, when detecting use
When the cumulative use time at family exceedes predetermined use time threshold value, then automatically controlling intelligent terminal carries out corresponding operation control
System such that it is able to be prevented effectively from user's long-time and be easily caused tired, unhealthful problem using intelligent terminal.
One of ordinary skill in the art will appreciate that：The all or part of step for realizing said method embodiment can pass through
The related hardware of programmed instruction completing, aforesaid program can store with a computer read/write memory medium, the program
Upon execution, it may include as the flow process of the embodiment of above-mentioned each method.Wherein, described storage medium can be disk, CD, only
Read storage memory（Read-Only, ROM）Or random access memory（Random Access Memory, RAM) etc..
Based on said method embodiment, the embodiment of the present invention additionally provides a kind of intelligent terminal based on recognition of face and operates
Control system, as shown in figure 3, the intelligent terminal operation control system based on recognition of face, including：Face recognition module
800 and operational control module 900, wherein,
Face recognition module 800, for when intelligent terminal in use when, according to the face features information for pre-depositing,
The facial characteristics of active user is recognized by default image collecting device, and judges to identify the tired of active user's facial characteristics
Whether default use time threshold value is exceeded between the added-time；As detailed above.
Operational control module 900, for exceeding default use when the accumulation interval for identifying active user's facial characteristics
During time threshold, automatically controlling intelligent terminal carries out corresponding operational control；As detailed above.
Further, the face recognition module 800 includes：
Face identification unit, for when intelligent terminal is when using, according to the face features information for pre-depositing, by pre-
If image collecting device identification active user facial characteristics, judge whether to identify the facial characteristics of active user；Specifically
As mentioned above.
Time calculating unit, for when the facial characteristics of active user is identified, calculating the face for identifying active user
The accumulation interval of portion's feature；As detailed above.
Operation control unit, it is default whether the accumulation interval for judging the facial characteristics for identifying active user exceedes
Use time threshold value；As detailed above.
Further, the intelligent terminal operation control system based on recognition of face also includes：
Module is pre-set, for pre-setting the use time threshold value.
In sum, the invention provides a kind of intelligent terminal method of controlling operation thereof based on recognition of face and system, institute
The intelligent terminal method of controlling operation thereof based on recognition of face is stated, including：When intelligent terminal in use when, according to pre-deposited
Face features information, recognizes the facial characteristics of active user by default image collecting device, and judges to identify and work as
Whether the accumulation interval of front user's face feature exceedes default use time threshold value；When identifying active user's facial characteristics
When accumulation interval exceedes default use time threshold value, automatically controlling intelligent terminal carries out corresponding operational control.Base of the present invention
In face recognition technology, the time of intelligent terminal is used by counting user, when the cumulative use time for detecting user exceedes
During predetermined use time threshold value, then automatically controlling intelligent terminal carries out corresponding operational control such that it is able to be prevented effectively from use
Head of a household's time is easily caused tired, unhealthful problem using intelligent terminal.
It should be appreciated that the application of the present invention is not limited to above-mentioned citing, and for those of ordinary skills, can
To be improved according to the above description or convert, all these modifications and variations should all belong to the guarantor of claims of the present invention
Shield scope.
Claims (10)
1. a kind of intelligent terminal method of controlling operation thereof based on recognition of face, it is characterised in that include：
A, when intelligent terminal in use when, according to the face features information for pre-depositing, by default IMAQ
The facial characteristics of device identification active user, and it is default to judge whether the accumulation interval for identifying active user's facial characteristics exceedes
Use time threshold value；
B, when identify active user's facial characteristics accumulation interval exceed default use time threshold value when, automatically control intelligence
Terminal carries out corresponding operational control.
2. the intelligent terminal method of controlling operation thereof based on recognition of face according to claim 1, it is characterised in that the step
Rapid A is specifically included：
A1, when intelligent terminal use when, according to the face features information for pre-depositing, by default image collector
The facial characteristics of identification active user is put, judges whether to identify the facial characteristics of active user；
A2, when the facial characteristics of active user is identified, calculate identify active user facial characteristics accumulation interval；
A3, judgement identify whether the accumulation interval of the facial characteristics of active user exceedes default use time threshold value.
3. the intelligent terminal method of controlling operation thereof based on recognition of face according to claim 2, it is characterised in that the step
Rapid A2 is specifically included：
A21, when the facial characteristics of active user is identified, calculate identify active user facial characteristics accumulation interval；
A22, judge that whether the interval time of the adjacent facial characteristics for identifying user twice exceedes predetermined time interval threshold
Value；
A23, predetermined time interval threshold value is not above when the interval time of the adjacent facial characteristics for identifying user twice
When, enter step A3.
4. the intelligent terminal method of controlling operation thereof based on recognition of face according to claim 3, it is characterised in that the step
Rapid A23 specifically also includes：Exceed predetermined time interval when the interval time of the adjacent facial characteristics for identifying user twice
During threshold value, then from the beginning of predetermined time interval threshold value is exceeded, the calculating accumulation interval of starting from scratch again.
5. the intelligent terminal method of controlling operation thereof based on recognition of face according to claim 1, it is characterised in that the step
Also include before rapid A：
A0, pre-set the use time threshold value.
6. the intelligent terminal method of controlling operation thereof based on recognition of face according to claim 1, it is characterised in that described pre-
If image collector be set to front-facing camera or the external image collecting device that intelligent terminal is carried.
7. the intelligent terminal method of controlling operation thereof based on recognition of face according to claim 2, it is characterised in that the step
Rapid A2 also includes：When can not recognize the facial characteristics of active user, point out active user's input control instruction collection current use
The face feature information at family is simultaneously deposited in intelligent terminal, is then back to step A1.
8. a kind of intelligent terminal operation control system based on recognition of face, it is characterised in that include：
Face recognition module, for when intelligent terminal in use when, according to the face features information for pre-depositing, pass through
Default image collecting device recognizes the facial characteristics of active user, and judge to identify active user's facial characteristics cumulative when
Between whether exceed default use time threshold value；
Operational control module, for exceeding default use time threshold value when the accumulation interval for identifying active user's facial characteristics
When, automatically controlling intelligent terminal carries out corresponding operational control.
9. the intelligent terminal operation control system based on recognition of face according to claim 8, it is characterised in that the people
Face identification module includes：
Face identification unit, for when intelligent terminal is when using, according to the face features information for pre-depositing, by pre-
If image collecting device identification active user facial characteristics, judge whether to identify the facial characteristics of active user；
Time calculating unit, special for when the facial characteristics of active user is identified, calculating the face for identifying active user
The accumulation interval that levies；
Whether operation control unit, the accumulation interval for judging the facial characteristics for identifying active user exceed default use
Time threshold.
10. the intelligent terminal operation control system based on recognition of face according to claim 8, it is characterised in that described
Also included based on the intelligent terminal operation control system of recognition of face：
Module is pre-set, for pre-setting the use time threshold value.
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| CN107659718A (en) * | 2017-09-19 | 2018-02-02 | 广东欧珀移动通信有限公司 | Control method, apparatus, mobile terminal and the storage medium of mobile terminal |
| CN107659718B (en) * | 2017-09-19 | 2020-05-12 | Oppo广东移动通信有限公司 | Method and device for controlling mobile terminal, mobile terminal and storage medium |
| CN109299645A (en) * | 2018-07-20 | 2019-02-01 | 北京旷视科技有限公司 | Method, apparatus, system and storage medium for sight protectio prompt |
| CN109639885A (en) * | 2018-11-26 | 2019-04-16 | 珠海格力电器股份有限公司 | Terminal uses based reminding method, device, terminal and storage medium |
| CN112243062A (en) * | 2019-07-17 | 2021-01-19 | 北京爱诺斯科技有限公司 | Eye health reminding method and system for mobile phone user |
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