CN108670260A - A kind of human fatigue detection method and mobile terminal based on mobile terminal - Google Patents
A kind of human fatigue detection method and mobile terminal based on mobile terminal Download PDFInfo
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- CN108670260A CN108670260A CN201810199552.8A CN201810199552A CN108670260A CN 108670260 A CN108670260 A CN 108670260A CN 201810199552 A CN201810199552 A CN 201810199552A CN 108670260 A CN108670260 A CN 108670260A
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- mobile terminal
- skin
- face image
- user
- skin condition
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Classifications
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
- A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
- A61B5/441—Skin evaluation, e.g. for skin disorder diagnosis
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/74—Details of notification to user or communication with user or patient ; user input means
- A61B5/746—Alarms related to a physiological condition, e.g. details of setting alarm thresholds or avoiding false alarms
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72454—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to context-related or environment-related conditions
Abstract
The present embodiments relate to intelligent terminal technical field, discloses a kind of human fatigue detection method based on mobile terminal and mobile terminal, this method include：Start the face image of the front camera shooting user of mobile terminal；Face image is analyzed to obtain oculometric parameters and skin condition parameters；Judge whether oculometric parameters match default eyes normality parameter；When oculometric parameters match and preset eyes normality parameter, judge whether the skin condition parameters match pre-set skin normality parameter；When skin condition parameters match pre-set skin normality parameter, the application program of turning-off mobile terminal front stage operation.Implement the embodiment of the present invention, is reminded for fatigue in time, user is supervised rationally to rest, play the purpose of protection user's physical and mental health.
Description
Technical field
The present invention relates to intelligent terminal technical fields, and in particular to a kind of human fatigue detection method based on mobile terminal
And mobile terminal.
Background technology
The mobile terminals such as smart mobile phone not only provide to the user as electronic equipment indispensable in people's daily life
Convenient Communications service, and with the fast development of various mobile phone terminal application programs, smart mobile phone can also provide various joys
It is happy, such as music, video playing, shopping etc..In the routine use of smart mobile phone, the intelligence of parent is commonly used in students' union
Energy mobile phone, which is played, plays, sees video etc., is easy that student is attracted to indulge in game, video etc., and long-time is easy using smart mobile phone
Lead to fatigue, influence physical and mental health, or even delay student's rest, then how to effectively control the generations of this imagination more to be closed
Note.
Invention content
The embodiment of the invention discloses a kind of human fatigue detection method and mobile terminal based on mobile terminal, for solving
Certainly in the prior art human fatigue the technical issues of, to user accomplish in time fatigue remind.
First aspect present invention discloses a kind of human fatigue detection method based on mobile terminal, it may include：
Start the face image of the front camera shooting user of mobile terminal；
The face image is analyzed to obtain oculometric parameters and skin condition parameters；
Judge whether the oculometric parameters match default eyes normality parameter；
When the oculometric parameters match the default eyes normality parameter, whether the skin condition parameters are judged
Match pre-set skin normality parameter；
When the skin condition parameters match the pre-set skin normality parameter, the mobile terminal front stage operation is closed
Application program.
As an alternative embodiment, in first aspect present invention, the preposition camera shooting for starting mobile terminal
Before the face image of head shooting user, the method further includes：
Obtain hold the mobile terminal hand-held angle, the hand-held angle be the mobile terminal central axis with
The angle of horizontal plane；
Judge whether the hand-held angle is adapted with predetermined angle；
When the hand-held angle is adapted with the predetermined angle, the front camera for starting mobile terminal is executed
The step of shooting the face image of user.
As an alternative embodiment, in first aspect present invention, the preposition camera shooting for starting mobile terminal
Before the face image of head shooting user, the method further includes：
Obtain the application type of the application program of front stage operation；
Identify whether the application type matches with preset kind；
When the application type and the preset kind match, obtains the application program and continue in front stage operation
Duration；
Judge whether the duration is not less than preset duration；
When the duration is not less than the preset duration, executes the front camera for starting mobile terminal and clap
The step of taking the photograph the face image of user.
As an alternative embodiment, in first aspect present invention, the analysis face image is to obtain
Oculometric parameters and skin condition parameters, including：
Eye areas is extracted from the face image, oculometric parameters, the eye are analyzed according to the eye areas
Eyeball kinematic parameter includes that eyes blink dynamic frequency, pupil diameter, eyelid opening value；And
Skin detection region is determined from the face image, analyzes the skin detection region to obtain the skin shape
State parameter, the skin condition parameters include the water oil value of skin colour, skin expanding value, skin.
As an alternative embodiment, in first aspect present invention, described in skin condition parameters matching
When pre-set skin normality parameter, described to close before the application program of the mobile terminal front stage operation, the method further includes：
When the skin condition parameters match the pre-set skin normality parameter, to its with the mobile terminal binding
Its mobile terminal sends reminder message, and the reminder message is for reminding the user of the mobile terminal to be in human fatigue shape
State；And
The control instruction information that other mobile terminals return is received, and institute is closed in control instruction information instruction
When stating the application program of mobile terminal front stage operation, the step of the application program for closing the mobile terminal front stage operation is executed
Suddenly.
Second aspect of the present invention discloses a kind of mobile terminal, it may include：
Shooting unit, the front camera for starting mobile terminal shoot the face image of user；
Analytic unit, for analyzing the face image to obtain oculometric parameters and skin condition parameters；
First judging unit, for judging whether the oculometric parameters match default eyes normality parameter；
Second judgment unit, for determining that the oculometric parameters match the default eye in first judging unit
When eyeball normality parameter, judge whether the skin condition parameters match pre-set skin normality parameter；
Closing unit, it is normal for determining that the skin condition parameters match the pre-set skin in the second judgment unit
When state parameter, the application program of the mobile terminal front stage operation is closed.
As an alternative embodiment, in second aspect of the present invention, the mobile terminal further includes：
Angle detection unit, the front camera for starting mobile terminal in the shooting unit shoot the face of user
Before image, the hand-held angle for holding the mobile terminal is obtained, the hand-held angle is the central axis of the mobile terminal
With the angle of horizontal plane；And judge whether the hand-held angle is adapted with predetermined angle；
The shooting unit is specifically used for, and the hand-held angle and the predetermined angle are determined in the angle detection unit
When being adapted, start the face image of the front camera shooting user of mobile terminal.
As an alternative embodiment, in second aspect of the present invention, the mobile terminal further includes：
Kind detecting unit, the front camera for starting mobile terminal in the shooting unit shoot the face of user
Before image, the application type of the application program of front stage operation is obtained；And identify the application type whether with preset kind
Match；And when the application type and the preset kind match, the application program is obtained in front stage operation
Duration；And judge whether the duration is not less than preset duration；
The shooting unit is specifically used for, and determines that the duration is default not less than described in the kind detecting unit
When duration, start the face image of the front camera shooting user of mobile terminal.
As an alternative embodiment, in second aspect of the present invention, the analytic unit is for analyzing the face
Portion's image is specially in a manner of obtaining oculometric parameters and skin condition parameters：
The analytic unit analyzes eyes for extracting eye areas from the face image, according to the eye areas
Kinematic parameter, the oculometric parameters include that eyes blink dynamic frequency, pupil diameter, eyelid opening value；And from the face
Skin detection region is determined in image, analyzes the skin detection region to obtain the skin condition parameters, the skin shape
State parameter includes the water oil value of skin colour, skin expanding value, skin.
As an alternative embodiment, in second aspect of the present invention, the mobile terminal further includes：
Reminding unit, it is normal for determining that the skin condition parameters match the pre-set skin in the second judgment unit
When state parameter and the closing unit is closed before the application program of the mobile terminal front stage operation, to the movement
Other mobile terminals of terminal binding send reminder message, and the reminder message is for reminding the user of the mobile terminal to be in
Human fatigue state；And it receives the control that other mobile terminals return and indicates information；
The closing unit is specifically used for, and the mobile terminal front stage operation is closed in the control instruction information instruction
When application program, the application program of the mobile terminal front stage operation is closed.
Third aspect present invention discloses a kind of mobile terminal, it may include：
It is stored with the memory of executable program code；
The processor coupled with the memory；
The processor calls the executable program code stored in the memory, executes such as first party of the present invention
The human fatigue detection method based on mobile terminal described in face.
Fourth aspect present invention discloses a kind of computer readable storage medium, stores based on electronic data interchange
Calculation machine program, wherein the computer program make computer execute as described in the first aspect of the invention based on mobile terminal
Human fatigue detection method.
Compared with prior art, the embodiment of the present invention has the advantages that：
In embodiments of the present invention, the face image of user is shot by starting the front camera of mobile terminal, then
By analyzing the face image to obtain oculometric parameters and skin condition parameters, if eye is preset in oculometric parameters matching
Eyeball normality parameter is joined then will further determine whether skin condition parameters match pre-set skin normality parameter in skin condition
When number matching pre-set skin normality parameter, the application program of turning-off mobile terminal front stage operation.As can be seen that it is real to implement the present invention
Example is applied, then can be analyzed come oculometric parameters and skin condition by face image by the face image of shooting user
Parameter, to whether (be joined in eye motion in fatigue state according to oculometric parameters and skin condition parameters identification user
When eyes normality parameter and skin condition parameters matching pre-set skin normality parameter are preset in number matching, illustrate that user is in tired shape
State), user is reminded with the application program of turning-off mobile terminal front stage operation, so that user can rationally be rested, is played
Protect the purpose of user's physical and mental health.
Description of the drawings
It to describe the technical solutions in the embodiments of the present invention more clearly, below will be to needed in the embodiment
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for ability
For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
Fig. 1 is the flow diagram of the human fatigue detection method disclosed by the embodiments of the present invention based on mobile terminal；
Fig. 2 is that another flow of the human fatigue detection method disclosed by the embodiments of the present invention based on mobile terminal is illustrated
Figure；
Fig. 3 is that another flow of the human fatigue detection method disclosed by the embodiments of the present invention based on mobile terminal is illustrated
Figure；
Fig. 4 is the structural schematic diagram of mobile terminal disclosed by the embodiments of the present invention；
Fig. 5 is another structural schematic diagram of mobile terminal disclosed by the embodiments of the present invention；
Fig. 6 is another structural schematic diagram of mobile terminal disclosed by the embodiments of the present invention；
Fig. 7 is another structural schematic diagram of mobile terminal disclosed by the embodiments of the present invention；
Fig. 8 is another structural schematic diagram of mobile terminal disclosed by the embodiments of the present invention；
Fig. 9 is another structural schematic diagram of mobile terminal disclosed by the embodiments of the present invention.
Specific implementation mode
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation describes, it is clear that described embodiment is only a part of the embodiment of the present invention, instead of all the embodiments.Based on this
Embodiment in invention, every other reality obtained by those of ordinary skill in the art without making creative efforts
Example is applied, shall fall within the protection scope of the present invention.
It should be noted that " first " of the first judging unit, second are sentenced in description and claims of this specification
" second " of disconnected unit is for distinguishing different objects, rather than for describing particular order.The term of the embodiment of the present invention
" comprising " and " having " and their any deformation, it is intended that cover it is non-exclusive include, for example, containing a series of steps
Rapid or unit process, method, system, product or equipment those of are not necessarily limited to clearly to list step or unit, but can
Including not listing clearly or for these processes, method, product or equipment intrinsic other steps or unit.
The human fatigue detection method based on mobile terminal that the embodiment of the invention discloses a kind of, for being in tired in user
When labor state, user is reminded in time, plays the purpose of protection user's physical and mental health.The embodiment of the present invention also accordingly discloses one
Kind mobile terminal.
Mobile terminal disclosed by the embodiments of the present invention includes but are not limited to cell phone, mobile tablet, wearable device
Various terminal equipments such as (such as smartwatch, Intelligent bracelet), mobile terminal have call function or by accessing wireless skill
The specific network communicating function of art, below will from mobile terminal angle, in conjunction with specific embodiments, to technical solution of the present invention into
Row is described in detail.
Embodiment one
Referring to Fig. 1, Fig. 1 is the flow of the human fatigue detection method disclosed by the embodiments of the present invention based on mobile terminal
Schematic diagram；As shown in Figure 1, a kind of human fatigue detection method based on mobile terminal may include：
101, mobile terminal starts the face image of front camera shooting user.
It is appreciated that mobile terminal may be provided with front camera and rear camera, user when using mobile terminal,
User just facing to mobile terminal screen, is based on this, uses the face of front camera shooting user in embodiments of the present invention
Image.
In addition, mobile terminal can also use rear camera, but when using rear camera, need to utilize postposition
The Self-timer of camera, to shoot the face image just facing to the user of mobile terminal.
As an alternative embodiment, before mobile terminal starts the face image that front camera shoots user,
Mobile terminal obtains the focus position of eyes of user on the screen using determining device is focused, by the focusing determining device,
The focus position is judged whether in the target area position, if so, turning to step 101；If it is not, terminating the flow.It is logical
The embodiment is crossed, can further whether be focused on the screen of the mobile terminal by the eyes of user, and whether focus
In target area position, only at the target area position for focusing on mobile terminal screen, it can tentatively judge user
Using mobile terminal, the case where mobile terminal is not used in user is avoided.
As an alternative embodiment, the face image that mobile terminal starts front camera shooting user specifically wraps
It includes：Mobile terminal starts front camera and shoots external image, identifies whether the external image includes facial image, if outside
Portion's image includes facial image, then gets the face image of user.
102, mobile terminal analyzes the face image to obtain oculometric parameters and skin condition parameters.
As an alternative embodiment, mobile terminal analyzes the face image to obtain oculometric parameters and skin
State parameter specifically includes：Mobile terminal extracts eye areas from the face image, and eye motion is analyzed according to eye areas
Parameter, the oculometric parameters include that eyes blink dynamic frequency, pupil diameter, eyelid opening value；And it is determined from face image
Skin detection region, for analyzing skin detection zone to obtain skin condition parameters, which includes skin colour, skin
Skin expanding value, the water oil value of skin.By the embodiment, oculometric parameters and skin condition ginseng can be accurately detected
Number.
Wherein, mobile terminal from face image extract eye areas after, according to this extraction eye areas with it is former
The eye areas of secondary extraction, analysis eyes blink dynamic frequency, pupil position are then determined from eye areas, according to face image
Pixel determine pupil diameter.It is compared when then normally being opened with user according to eyelid in eye areas, to obtain eye
Eyelid opening value.
In addition, mobile terminal carries out gray processing, the processing such as binaryzation to facial image, then according to treated face figure
As obtaining skin condition parameters.
It should be noted that mobile terminal is joined by acquiring eye motion of the user under normal circumstances (under non-fatigue state)
It counts and preserves, using as default eyes normality parameter；Meanwhile acquire user under normal circumstances (under non-fatigue state) user skin
Skin normality parameter, as pre-set skin normality parameter.
103, mobile terminal judges whether the oculometric parameters match default eyes normality parameter；Wherein, it is transported in eyes
When dynamic parameter matches the default eyes normality parameter, step 104 is turned to；The default eyes normality is mismatched in oculometric parameters
When parameter, terminate the flow.
104, mobile terminal judges whether the skin condition parameters match pre-set skin normality parameter；Wherein, in the skin
When state parameter matches pre-set skin normality parameter, step 105 is turned to；Pre-set skin normality is mismatched in the skin condition parameters
When parameter, terminate the flow.
105, mobile terminal closes the application program of front stage operation.
As an alternative embodiment, when oculometric parameters match the default eyes normality parameter, Xiang Yuyi
Other mobile terminals of dynamic terminal binding send reminder message, and user of the reminder message for prompting mobile terminal is in user
Fatigue state；And receive the control that other mobile terminals return and indicate information, and close and move in control instruction information instruction
When the application program of dynamic terminal front stage operation, the application program of turning-off mobile terminal front stage operation.It, can by the embodiment
The rights management to mobile terminal is realized, when detecting that user is in fatigue state, by being carried to the transmission of other mobile terminals
Message of waking up uses the mobile phone of oneself to play game to realize the control to mobile terminal by other mobile terminals for example, working as student
When, mobile phone detection student is in fatigue state, reminder message is sent to other smart mobile phones of the handset binding, to notify
Parent supervises the mobile phone that student uses by parent, is even influenced with preventing student from gluing oneself in game, delaying rest
It is physically and mentally healthy.
In embodiments of the present invention, the face image of user is shot by starting the front camera of mobile terminal, then
By analyzing the face image to obtain oculometric parameters and skin condition parameters, if eye is preset in oculometric parameters matching
Eyeball normality parameter is joined then will further determine whether skin condition parameters match pre-set skin normality parameter in skin condition
When number matching pre-set skin normality parameter, the application program of turning-off mobile terminal front stage operation.As can be seen that it is real to implement the present invention
Example is applied, then can be analyzed come oculometric parameters and skin condition by face image by the face image of shooting user
Parameter, to whether (be joined in eye motion in fatigue state according to oculometric parameters and skin condition parameters identification user
When eyes normality parameter and skin condition parameters matching pre-set skin normality parameter are preset in number matching, illustrate that user is in tired shape
State), user is reminded with the application program of turning-off mobile terminal front stage operation, so that user can rationally be rested, is played
Protect the purpose of user's physical and mental health.
Embodiment two
Referring to Fig. 2, Fig. 2 is the another of the human fatigue detection method disclosed by the embodiments of the present invention based on mobile terminal
Flow diagram；As shown in Fig. 2, a kind of human fatigue detection method based on mobile terminal may include：
201, acquisition for mobile terminal holds the hand-held angle of the mobile terminal, which is the central shaft of mobile terminal
The angle of line and horizontal plane.
Wherein, which is the angle of the central axis and horizontal plane of mobile terminal.The central axis of mobile terminal
It can be regarded as the centre symmetry line of mobile terminal, it is preferred that can be regarded as when mobile terminal is horizontal positioned with short side, long
While when being disposed vertically, line with short side vertical and that short side be divided into equal length two section parallel with the long side of mobile terminal；Also may be used
It is parallel with the short side of mobile terminal to regard as when by mobile terminal, with short side, horizontal positioned, long side is disposed vertically, with long side
Line vertical and that long side is divided into two sections of equal length.
As an alternative embodiment, before executing step 201, whether mobile terminal detection screen, which is in, is lighted
State executes step 201 if screen is in illuminating state.
As an alternative embodiment, the hand-held angle that acquisition for mobile terminal holds the mobile terminal specifically includes：
Mobile terminal obtains the gripping angle of the mobile terminal using built-in gravity sensor or angular-rate sensor.In the embodiment party
In formula, gravity sensor can be by measuring the acceleration caused by gravity, and then determines that mobile terminal central axis is opposite
In the angle of inclination of horizontal plane, the i.e. angle of central axis and horizontal plane.Angular-rate sensor common are gyroscope, Ke Yitong
Rotational angular velocity when measuring mobile terminal deflection, tilting is crossed, and then determines to hold angle.Mobile terminal can utilize gravity
Sensor or angular-rate sensor obtain gripping angle in real time, specifically, user can actively start obtaining on mobile terminal
Program fetch opens gravity sensor or angular-rate sensor to obtain gripping angle；Alternatively, mobile terminal starts gravity automatically
Sensor or angular-rate sensor obtain gripping angle.In addition, mobile terminal can also be obtained by specialized circuitry chip
Angle is held, which is not construed as limiting.
202, mobile terminal judges whether the hand-held angle is adapted with predetermined angle.Wherein, pre- with this in hand-held angle
If angle is adapted, step 203 is turned to；In hand-held angle and the predetermined angle discomfort timing, terminate the flow.
As an alternative embodiment, mobile terminal judges whether the hand-held angle is adapted specifically with predetermined angle
Including：The angular range of the acquisition for mobile terminal hand-held angle, judges whether the angular range matches with predetermined angle range,
If it does, executing step 203；If mismatched, terminate the flow.
203, mobile terminal starts the face image of front camera shooting user.
204, mobile terminal analyzes the face image to obtain oculometric parameters and skin condition parameters.
205, mobile terminal judges whether the oculometric parameters match default eyes normality parameter；Wherein, it is transported in eyes
When dynamic parameter matches the default eyes normality parameter, step 206 is turned to；The default eyes normality is mismatched in oculometric parameters
When parameter, terminate the flow.
206, mobile terminal judges whether the skin condition parameters match pre-set skin normality parameter；Wherein, in the skin
When state parameter matches pre-set skin normality parameter, step 207 is turned to；Pre-set skin normality is mismatched in the skin condition parameters
When parameter, terminate the flow.
207, mobile terminal closes the application program of front stage operation.
In this embodiment, mobile terminal holds the hand-held angle of the mobile terminal by acquisition, in hand-held angle and in advance
It (detects that user lies upon its side using mobile terminal) if angle is adapted, starts the embodiment of the present invention, to determine user
It lies upon its side and uses mobile terminal, and under fatigue state, remind user in time, user can be cultivated and well use mobile terminal
Custom, play protection user's physical and mental health purpose.
Embodiment three
Referring to Fig. 3, Fig. 3 is the another of the human fatigue detection method disclosed by the embodiments of the present invention based on mobile terminal
Flow diagram；As shown in figure 3, a kind of human fatigue detection method based on mobile terminal may include：
301, the application type of the application program of acquisition for mobile terminal front stage operation.
In the embodiment, preset kind includes but are not limited to recreational application programs, shopping application program etc..Mobile whole
Preset kind is set in end, for reference.
As an alternative embodiment, before executing step 301, mobile terminal acquires the finger print information of user,
Identify whether the finger print information matches with pre-stored finger print information, if it does, obtaining the finger print information corresponds to user's
Age；If mismatched, terminate the flow；Judge that the age whether in default age bracket, if in default age bracket, holds
Row step 301.For example, can in this embodiment, age bracket is preset in the age bracket setting for student, and is acquired student and referred to
Line information is associated with preservation with actual age in the terminal, if it is student using mobile terminal, triggers and executes this hair
Bright embodiment.
302, mobile terminal identifies whether the application type matches with preset kind；Wherein, in the application type and in advance
If when type matching, turning to step 303；When the application type and preset kind mismatch, terminate the flow.
Mobile terminal is further obtained when the application type for the application program for identifying front stage operation is the preset kind
User uses the duration of the application program.
303, duration of the acquisition for mobile terminal application program in front stage operation.
304, mobile terminal judges whether the duration is not less than preset duration；Wherein, it is not less than in the duration
When preset duration, step 305 is turned to；When the duration is less than preset duration, terminate the flow.
By the embodiment, user can be limited and use certain class application program for a long time, to prevent it from indulging in wherein,
It influences physically and mentally healthy.
305, mobile terminal starts the face image of front camera shooting user.
As an alternative embodiment, before mobile terminal starts the face image that front camera shoots user,
Mobile terminal starts optical sensor and detects and obtain the light luminance value of current environment；And judge that the light luminance value is
No is more than predetermined threshold value, if it does, executing step 305；If be less than, start the light compensating apparatus in mobile terminal to current
Environment carries out light compensation, and when detecting that light luminance value is more than predetermined threshold value, executes step 305.By the embodiment,
Light filling can first be carried out by light compensating apparatus, then shoot face image again when the light luminance of current environment is poor, with
Clearly face image is got, the analysis accuracy rate of face image is improved.
306, mobile terminal analyzes the face image to obtain oculometric parameters and skin condition parameters.
307, mobile terminal judges whether the oculometric parameters match default eyes normality parameter；Wherein, it is transported in eyes
When dynamic parameter matches the default eyes normality parameter, step 308 is turned to；The default eyes normality is mismatched in oculometric parameters
When parameter, terminate the flow.
308, mobile terminal judges whether the skin condition parameters match pre-set skin normality parameter；Wherein, in the skin
When state parameter matches pre-set skin normality parameter, step 309 is turned to；Pre-set skin normality is mismatched in the skin condition parameters
When parameter, terminate the flow.
309, mobile terminal closes the application program of front stage operation.
In this embodiment, mobile terminal by obtain front stage operation application program application type, in application type
For specified preset kind when, further determining the application type in front stage operation duration not less than after preset duration,
Start the embodiment of the present invention, to limit user after using certain types of applications, in its fatigue, remind user in time,
In preventing user from indulging for a long time in application program, delays rest and influence user's physical and mental health.
Example IV
Referring to Fig. 4, Fig. 4 is the structural schematic diagram of mobile terminal disclosed by the embodiments of the present invention；As shown in figure 4, a kind of
Mobile terminal may include：
Shooting unit 410, the front camera for starting mobile terminal shoot the face image of user；
Analytic unit 420, for analyzing face image to obtain oculometric parameters and skin condition parameters；
First judging unit 430, for judging whether oculometric parameters match default eyes normality parameter；
Second judgment unit 440, for determining that eyes normality is preset in oculometric parameters matching in the first judging unit 430
When parameter, judge whether the skin condition parameters match pre-set skin normality parameter；
Closing unit 450, for determining skin condition parameters matching pre-set skin normality ginseng in second judgment unit 440
When number, the application program of the mobile terminal front stage operation is closed.
As an alternative embodiment, above-mentioned analytic unit 420 is for analyzing face image to obtain eye motion
Parameter and the mode of skin condition parameters are specially：
Above-mentioned analytic unit 420 analyzes eyes fortune for extracting eye areas from face image, according to the eye areas
Dynamic parameter, wherein oculometric parameters include that eyes blink dynamic frequency, pupil diameter, eyelid opening value；And from face image
The skin detection region is analyzed to obtain the skin condition parameters, wherein skin condition parameters in middle determining skin detection region
Including skin colour, skin expanding value, the water oil value of skin.
It is understood that mobile terminal shown in Fig. 4 can be used for executing shown in step 101- steps 105 based on movement
The human fatigue detection method of terminal.
Embodiment five
Referring to Fig. 5, Fig. 5 is another structural schematic diagram of mobile terminal disclosed by the embodiments of the present invention；Shifting shown in fig. 5
Dynamic terminal is to optimize to obtain on the basis of mobile terminal shown in Fig. 4, and mobile terminal shown in fig. 5 further includes：
Angle detection unit 510, the front camera for starting mobile terminal in the shooting unit 410 shoot user's
Before face image, the hand-held angle for holding the mobile terminal is obtained, which is the central axis and water of mobile terminal
The angle of plane；And judge whether the hand-held angle is adapted with predetermined angle；
Above-mentioned shooting unit 410 is specifically used for, and determines that hold angle is adapted with predetermined angle in angle detection unit 510
When, start the face image of the front camera shooting user of mobile terminal.
As an alternative embodiment, angle detection unit 510 is passed using built-in gravity sensor or angular speed
Sensor obtains the gripping angle of the mobile terminal.In this embodiment, gravity sensor can be caused by measuring by gravity
Acceleration, and then determine the angle of inclination of mobile terminal central axis with respect to the horizontal plane, i.e. central axis and horizontal plane
Angle.Angular-rate sensor common are gyroscope, can pass through angle of rotation speed when measuring mobile terminal deflection, tilting
Degree, and then determine to hold angle.Mobile terminal can obtain gripping in real time using gravity sensor or angular-rate sensor
Angle opens gravity sensor or angular speed sensing specifically, user can actively start the acquisition program on mobile terminal
Device obtains gripping angle；Alternatively, mobile terminal starts gravity sensor or angular-rate sensor to obtain gripping angle automatically.
In addition, mobile terminal can also obtain gripping angle by specialized circuitry chip, which is not construed as limiting.
Further, angle detection unit 510 obtains the angular range of the hand-held angle, judges the angular range and presets
Whether angular range matches, if it does, shooting unit 410 starts the face of the front camera shooting user of mobile terminal
Image.
It is understood that mobile terminal shown in fig. 5 can be used for executing shown in step 201- steps 207 based on movement
The human fatigue detection method of terminal.
Embodiment six
Referring to Fig. 6, Fig. 6 is another structural schematic diagram of mobile terminal disclosed by the embodiments of the present invention；Shifting shown in fig. 6
Dynamic terminal is to optimize to obtain on the basis of mobile terminal shown in Fig. 4, and mobile terminal shown in fig. 6 further includes：
Kind detecting unit 610, the front camera for starting mobile terminal in above-mentioned shooting unit 410 shoot user
Face image before, obtain the application type of the application program of front stage operation；And identification application type whether with default class
Type matches；And when the application type and preset kind match, obtain the application program front stage operation it is lasting when
It is long；And judge whether duration is not less than preset duration；
Above-mentioned shooting unit 410 is specifically used for, and determines that duration is not less than preset duration in kind detecting unit 610
When, start the face image of the front camera shooting user of mobile terminal.
As an alternative embodiment, kind detecting unit 610 acquires the finger print information of user, identify that the fingerprint is believed
Whether breath matches with pre-stored finger print information, if it does, obtaining the age that the finger print information corresponds to user；If not
Match, terminates the flow；Judge that the age whether in default age bracket, if in default age bracket, obtains front stage operation
The application type of application program.For example, can in this embodiment, age bracket is preset in the age bracket setting for student, and
Acquisition student's finger print information is associated with preservation with actual age in the terminal, if it is student using mobile terminal, touches
Hair executes the embodiment of the present invention.
It is understood that mobile terminal shown in fig. 6 can be used for executing shown in step 301- steps 309 based on movement
The human fatigue detection method of terminal.
Embodiment seven
Referring to Fig. 7, Fig. 7 is another structural schematic diagram of mobile terminal disclosed by the embodiments of the present invention；Shifting shown in Fig. 7
Dynamic terminal is to optimize to obtain on the basis of mobile terminal shown in Fig. 4, and mobile terminal shown in Fig. 7 further includes：
Reminding unit 710, for determining that skin condition parameters match pre-set skin normality in above-mentioned second judgment unit 440
When parameter and before the application program of 450 turning-off mobile terminal front stage operation of closing unit, to its with mobile terminal binding
Its mobile terminal sends reminder message, and user of the reminder message for prompting mobile terminal is in human fatigue state；And
Receive the control instruction information that other mobile terminals return；
Above-mentioned closing unit 450 is specifically used for, and turning-off mobile terminal front stage operation is indicated in above-mentioned control instruction information
When application program, the application program of turning-off mobile terminal front stage operation.
Embodiment eight
Referring to Fig. 8, Fig. 8 is another structural schematic diagram of mobile terminal disclosed by the embodiments of the present invention；Shifting shown in Fig. 8
Dynamic terminal may include：At least one processor 810, such as CPU, memory 820, at least one communication bus 830, input unit
840, output device 850.Wherein, communication bus 830 is for realizing the communication connection between these components.Memory 820 can be with
It is high-speed RAM memory, can also be non-labile memory (non-volatile memory), for example, at least a magnetic
Disk storage.Memory 820 optionally can also be at least one storage device for being located remotely from aforementioned processor 810.Wherein,
Processor 810 can combine mobile terminal described in Fig. 4 to Fig. 7, batch processing code be stored in memory 820, and handle
Device 810 calls the program code stored in memory 820, for performing the following operations：
Start the face image of the front camera shooting user of mobile terminal；
The face image is analyzed to obtain oculometric parameters and skin condition parameters；
Judge whether the oculometric parameters match default eyes normality parameter；
When the oculometric parameters match the default eyes normality parameter, whether the skin condition parameters are judged
Match pre-set skin normality parameter；
When the skin condition parameters match the pre-set skin normality parameter, the mobile terminal front stage operation is closed
Application program.
Optionally, above-mentioned processor 810 can also be used to execute following steps：
Obtain hold the mobile terminal hand-held angle, the hand-held angle be the mobile terminal central axis with
The angle of horizontal plane；
Judge whether the hand-held angle is adapted with predetermined angle；
When the hand-held angle is adapted with the predetermined angle, start the front camera shooting user of mobile terminal
Face image.
Optionally, above-mentioned processor 810 can also be used to execute following steps：
Obtain the application type of the application program of front stage operation；
Identify whether the application type matches with preset kind；
When the application type and the preset kind match, obtains the application program and continue in front stage operation
Duration；
Judge whether the duration is not less than preset duration；
When the duration is not less than the preset duration, start the front camera shooting user's of mobile terminal
Face image.
Optionally, above-mentioned processor 810 can also be used to execute following steps：
Eye areas is extracted from the face image, oculometric parameters, the eye are analyzed according to the eye areas
Eyeball kinematic parameter includes that eyes blink dynamic frequency, pupil diameter, eyelid opening value；And
Skin detection region is determined from the face image, analyzes the skin detection region to obtain the skin shape
State parameter, the skin condition parameters include the water oil value of skin colour, skin expanding value, skin.
Optionally, above-mentioned processor 810 can also be used to execute following steps：
When the skin condition parameters match the pre-set skin normality parameter, to its with the mobile terminal binding
Its mobile terminal sends reminder message, and the reminder message is for reminding the user of the mobile terminal to be in human fatigue shape
State；And
The control instruction information that other mobile terminals return is received, and institute is closed in control instruction information instruction
When stating the application program of mobile terminal front stage operation, the application program of the mobile terminal front stage operation is closed.
Referring to Fig. 9, Fig. 9 is the relevant part-structure block diagram of mobile terminal disclosed by the embodiments of the present invention.Refering to figure
9, which includes：Radio frequency (Radio Frequency, abbreviation RF) circuit 10, memory 20, input unit 30, display
Unit 40, sensor 50, voicefrequency circuit 60, Wireless Fidelity (Wireless Fidelity, abbreviation WiFi) module 70, processor
The components such as 80 and power supply 90.It will be understood by those skilled in the art that mobile terminal structure shown in Fig. 9 is not constituted pair
The restriction of mobile terminal may include either combining certain components or different components than illustrating more or fewer components
Arrangement.
Each component parts of mobile terminal is specifically introduced with reference to Fig. 9：
RF circuits 10 can be used for sending and receiving for information.In general, RF circuits 10 include but not limited to antenna, at least one
Amplifier, transceiver, coupler, low-noise amplifier (Low Noise Amplifier, LNA), duplexer etc..In addition, RF
Circuit 10 can also be communicated with network and other equipment by radio communication.Above-mentioned wireless communication can use any communication standard
Or agreement, including but not limited to GSM, GPRS, CDMA, WCDMA, LTE, Email, short message service (Short
Messaging Service, abbreviation SMS) etc..
Memory 20 can be used for storing software program and module, and processor 80 is stored in the soft of memory 20 by operation
Part program and module, to execute various function application and the data processing of mobile terminal.Memory 20 can include mainly
Storing program area and storage data field, wherein storing program area can storage program area, the application journey needed at least one function
Sequence (such as application interface display function, make a phone call function etc.) etc.；Storage data field can store the use according to mobile terminal
Data (such as identification of contacts, default operating mode etc.) created etc..It is deposited at random in addition, memory 20 may include high speed
Access to memory, can also include nonvolatile memory, a for example, at least disk memory, flush memory device or other easily
The property lost solid-state memory.
Input unit 30 can be used for receiving the number or character information of input, and generate the user setting with mobile terminal
And the related key signals input of function control.Specifically, input unit 30 may include fingerprint recognition module 31 and other are defeated
Enter equipment 32.Fingerprint recognition module 31 can acquire the finger print data of user on it.Optionally, fingerprint recognition module 31 can wrap
Include optical fingerprint module, capacitance type fingerprint module and RF type fingerprint module.Referred to for condenser type with fingerprint recognition module 31
For line identifies module, induction electrode (n1 abnormal induction electrode and n2 normal induction electrode) and and induced electricity are specifically included
The signal processing circuit (such as amplifying circuit, noise suppression circuit, analog-to-digital conversion circuit, etc.) of pole connection.In addition to fingerprint recognition
Module 31, input unit 30 can also include other input equipments 32.Specifically, other input equipments 32 may include but unlimited
One kind in physical keyboard, function key (such as volume control button, switch key etc.), trace ball, mouse, operating lever etc. or
It is a variety of.
Display unit 40 can be used for showing information input by user or the information and mobile terminal that are supplied to user
Various menus.Display unit 40 may include display screen 41, optionally, liquid crystal display (Liquid Crystal may be used
Display, LCD), the forms such as Organic Light Emitting Diode (Organic Light-Emitting Diode, OLED) it is aobvious to configure
Display screen 41.Although in fig.9, fingerprint recognition module 31 and display screen 41 are to realize mobile terminal as two independent components
Input and input function, but it is in some embodiments it is possible to fingerprint recognition module 31 and display screen 41 is integrated and realize
Mobile terminal outputs and inputs function.
Mobile terminal may also include at least one sensor 50, such as optical sensor, motion sensor and other sensings
Device.Specifically, optical sensor may include ambient light sensor and proximity sensor, wherein ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display screen 41, and proximity sensor can close display screen when mobile terminal is moved in one's ear
41 and/or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (generally three axis) and accelerate
The size of degree can detect that size and the direction of gravity when static, the application that can be used to identify mobile terminal posture is (such as vertical and horizontal
Shield switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, percussion) etc.；As for movement
The other sensors such as gyroscope, barometer, hygrometer, thermometer, infrared sensor that terminal can also configure, it is no longer superfluous herein
It states.
Voicefrequency circuit 60, loud speaker 61, microphone 62 can provide the audio interface between user and mobile terminal.Audio-frequency electric
The transformed electric signal of the audio data received can be transferred to loud speaker 61 by road 60, and sound letter is converted to by loud speaker 61
Number output；On the other hand, the voice signal of collection is converted to electric signal by microphone 62, is converted to after being received by voicefrequency circuit 60
Audio data, then by audio data output processor 80 processing after, through RF circuits 10 to be sent to such as another mobile terminal, or
Person exports audio data to memory 20 to be further processed.
WiFi belongs to short range wireless transmission technology, and mobile terminal can help user's transceiver electronics by WiFi module 70
Mail, browsing webpage and access streaming video etc., it has provided wireless broadband internet to the user and has accessed.Although Fig. 9 is shown
WiFi module 70, but it is understood that, and it is not belonging to must be configured into for mobile terminal, completely it can exist as needed
Do not change in the range of the essence of invention and omits.
Processor 80 is the control centre of mobile terminal, utilizes each of various interfaces and the entire mobile terminal of connection
Part by running or execute the software program and/or module that are stored in memory 20, and calls and is stored in memory 20
Interior data execute the various functions and processing data of mobile terminal, to carry out integral monitoring to mobile terminal.Optionally,
Processor 80 may include one or more processing units；Preferably, processor 80 can integrate application processor and modulatedemodulate is mediated
Manage device, wherein the main processing operation system of application processor, user interface and application program etc., modem processor is main
Processing wireless communication.It is understood that above-mentioned modem processor can not also be integrated into processor 80.
Mobile terminal further includes the power supply 90 (such as battery) powered to all parts, it is preferred that power supply can pass through electricity
Management system and processor 80 are logically contiguous, to realize management charging, electric discharge and power consumption pipe by power-supply management system
The functions such as reason.
Although being not shown, mobile terminal can also include camera, bluetooth module etc., and details are not described herein.
In earlier figures 1, Fig. 2 and embodiment shown in Fig. 3, each step method flow can be based on the structure of the mobile terminal
It realizes.
In earlier figures 4 to embodiment shown in Fig. 7, each unit function can be realized based on the structure of the mobile terminal.
By implementing above-mentioned mobile terminal, according to oculometric parameters and skin condition parameters identification user whether in tired
Labor state (matches in oculometric parameters and presets eyes normality parameter and skin condition parameters matching pre-set skin normality parameter
When, illustrate that user is in fatigue state), user is reminded with the application program of turning-off mobile terminal front stage operation, so as to user
It can rationally be rested, protect the physical and mental health of user.
One of ordinary skill in the art will appreciate that all or part of step in the various methods of above-described embodiment is can
It is completed with instructing relevant hardware by program, which can be stored in a computer readable storage medium, storage
Medium include read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory,
RAM), programmable read only memory (Programmable Read-only Memory, PROM), erasable programmable is read-only deposits
Reservoir (Erasable Programmable Read Only Memory, EPROM), disposable programmable read-only memory (One-
Time Programmable Read-Only Memory, OTPROM), the electronics formula of erasing can make carbon copies read-only memory
(Electrically-Erasable Programmable Read-Only Memory, EEPROM), CD-ROM (Compact
Disc Read-Only Memory, CD-ROM) or other disk storages, magnetic disk storage, magnetic tape storage or can
Any other computer-readable medium for carrying or storing data.
Above to a kind of human fatigue detection method and mobile terminal based on mobile terminal disclosed by the embodiments of the present invention
It is described in detail, principle and implementation of the present invention are described for specific case used herein, the above reality
The explanation for applying example is merely used to help understand the method and its core concept of the present invention；Meanwhile for the general technology of this field
Personnel, according to the thought of the present invention, there will be changes in the specific implementation manner and application range, in conclusion this theory
Bright book content should not be construed as limiting the invention.
Claims (12)
1. a kind of human fatigue detection method based on mobile terminal, which is characterized in that including：
Start the face image of the front camera shooting user of mobile terminal；
The face image is analyzed to obtain oculometric parameters and skin condition parameters；
Judge whether the oculometric parameters match default eyes normality parameter；
When the oculometric parameters match the default eyes normality parameter, judge whether the skin condition parameters match
Pre-set skin normality parameter；
When the skin condition parameters match the pre-set skin normality parameter, answering for the mobile terminal front stage operation is closed
Use program.
2. according to the method described in claim 1, it is characterized in that, the front camera for starting mobile terminal shoots user
Face image before, the method further includes：
The hand-held angle for holding the mobile terminal is obtained, the hand-held angle is the central axis and level of the mobile terminal
The angle in face；
Judge whether the hand-held angle is adapted with predetermined angle；
When the hand-held angle is adapted with the predetermined angle, the front camera shooting for starting mobile terminal is executed
The step of face image of user.
3. according to the method described in claim 1, it is characterized in that, the front camera for starting mobile terminal shoots user
Face image before, the method further includes：
Obtain the application type of the application program of front stage operation；
Identify whether the application type matches with preset kind；
When the application type and the preset kind match, obtain the application program front stage operation it is lasting when
It is long；
Judge whether the duration is not less than preset duration；
When the duration is not less than the preset duration, it is for shooting to execute the front camera for starting mobile terminal
The step of face image at family.
4. method according to any one of claims 1 to 3, which is characterized in that the analysis face image is to obtain
Oculometric parameters and skin condition parameters, including：
Eye areas is extracted from the face image, oculometric parameters, the eyes fortune are analyzed according to the eye areas
Dynamic parameter includes that eyes blink dynamic frequency, pupil diameter, eyelid opening value；And
Skin detection region is determined from the face image, is analyzed the skin detection region and is joined with obtaining the skin condition
Number, the skin condition parameters include the water oil value of skin colour, skin expanding value, skin.
5. method according to any one of claims 1 to 3, which is characterized in that described in skin condition parameters matching
When pre-set skin normality parameter, described to close before the application program of the mobile terminal front stage operation, the method further includes：
When the skin condition parameters match the pre-set skin normality parameter, to other shiftings with the mobile terminal binding
Dynamic terminal sends reminder message, and the reminder message is for reminding the user of the mobile terminal to be in human fatigue state；With
And
The control instruction information that other mobile terminals return is received, and the shifting is closed in control instruction information instruction
When the application program of dynamic terminal front stage operation, the step of executing the application program for closing the mobile terminal front stage operation.
6. a kind of mobile terminal, which is characterized in that including：
Shooting unit, the front camera for starting mobile terminal shoot the face image of user；
Analytic unit, for analyzing the face image to obtain oculometric parameters and skin condition parameters；
First judging unit, for judging whether the oculometric parameters match default eyes normality parameter；
Second judgment unit, it is normal for determining that the oculometric parameters match the default eyes in first judging unit
When state parameter, judge whether the skin condition parameters match pre-set skin normality parameter；
Closing unit, for determining that the skin condition parameters match the pre-set skin normality ginseng in the second judgment unit
When number, the application program of the mobile terminal front stage operation is closed.
7. mobile terminal according to claim 6, which is characterized in that the mobile terminal further includes：
Angle detection unit, the front camera for starting mobile terminal in the shooting unit shoot the face image of user
Before, the hand-held angle for holding the mobile terminal is obtained, the hand-held angle is the central axis and water of the mobile terminal
The angle of plane；And judge whether the hand-held angle is adapted with predetermined angle；
The shooting unit is specifically used for, and determines that the hand-held angle is mutually fitted with the predetermined angle in the angle detection unit
Timing starts the face image of the front camera shooting user of mobile terminal.
8. mobile terminal according to claim 6, which is characterized in that the mobile terminal further includes：
Kind detecting unit, the front camera for starting mobile terminal in the shooting unit shoot the face image of user
Before, the application type of the application program of front stage operation is obtained；And identify the application type whether with preset kind phase
Match；And it when the application type and the preset kind match, obtains the application program and continues in front stage operation
Duration；And judge whether the duration is not less than preset duration；
The shooting unit is specifically used for, and determines that the duration is not less than the preset duration in the kind detecting unit
When, start the face image of the front camera shooting user of mobile terminal.
9. according to claim 6 to 8 any one of them mobile terminal, which is characterized in that the analytic unit is for analyzing institute
State face image is specially in a manner of obtaining oculometric parameters and skin condition parameters：
The analytic unit analyzes eye motion for extracting eye areas from the face image, according to the eye areas
Parameter, the oculometric parameters include that eyes blink dynamic frequency, pupil diameter, eyelid opening value；And from the face image
The skin detection region is analyzed to obtain the skin condition parameters, the skin condition ginseng in middle determining skin detection region
Number includes the water oil value of skin colour, skin expanding value, skin.
10. according to claim 6 to 8 any one of them mobile terminal, which is characterized in that the mobile terminal further includes：
Reminding unit, for determining that the skin condition parameters match the pre-set skin normality ginseng in the second judgment unit
Number when and the closing unit close before the application program of the mobile terminal front stage operation, to the mobile terminal
Other mobile terminals of binding send reminder message, and the reminder message is for reminding the user of the mobile terminal to be in user
Fatigue state；And it receives the control that other mobile terminals return and indicates information；
The closing unit is specifically used for, and the application of the mobile terminal front stage operation is closed in the control instruction information instruction
When program, the application program of the mobile terminal front stage operation is closed.
11. a kind of mobile terminal, which is characterized in that including：
It is stored with the memory of executable program code；
The processor coupled with the memory；
The processor calls the executable program code stored in the memory, executes such as claim 1 to right
It is required that human fatigue detection method of 5 any one of them based on mobile terminal.
12. a kind of computer readable storage medium, which is characterized in that it stores the computer program for electronic data interchange,
Wherein, the computer program makes computer execute claim 1 to claim 5 any one of them such as and be based on movement eventually
The human fatigue detection method at end.
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| WO2020156589A1 (en) * | 2019-02-01 | 2020-08-06 | 五邑大学 | Fatigue detection method and apparatus, and storage medium |
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