CN107341762A - Take pictures processing method, device and terminal device - Google Patents
Take pictures processing method, device and terminal device Download PDFInfo
- Publication number
- CN107341762A CN107341762A CN201710458357.8A CN201710458357A CN107341762A CN 107341762 A CN107341762 A CN 107341762A CN 201710458357 A CN201710458357 A CN 201710458357A CN 107341762 A CN107341762 A CN 107341762A
- Authority
- CN
- China
- Prior art keywords
- face
- parameter
- pictures
- taking pictures
- parameters
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000003672 processing method Methods 0.000 title claims abstract description 29
- 230000000694 effects Effects 0.000 claims description 16
- 238000004590 computer program Methods 0.000 claims description 12
- 230000000712 assembly Effects 0.000 claims 1
- 238000000429 assembly Methods 0.000 claims 1
- 238000000034 method Methods 0.000 abstract description 12
- 230000006870 function Effects 0.000 description 13
- 230000002087 whitening effect Effects 0.000 description 6
- 230000008569 process Effects 0.000 description 4
- 241000208340 Araliaceae Species 0.000 description 3
- 235000005035 Panax pseudoginseng ssp. pseudoginseng Nutrition 0.000 description 3
- 235000003140 Panax quinquefolius Nutrition 0.000 description 3
- 230000009471 action Effects 0.000 description 3
- 235000008434 ginseng Nutrition 0.000 description 3
- 230000008901 benefit Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 235000013399 edible fruits Nutrition 0.000 description 2
- 230000001815 facial effect Effects 0.000 description 2
- 239000000463 material Substances 0.000 description 2
- 208000002874 Acne Vulgaris Diseases 0.000 description 1
- 206010000496 acne Diseases 0.000 description 1
- 230000001154 acute effect Effects 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 230000035559 beat frequency Effects 0.000 description 1
- 230000006399 behavior Effects 0.000 description 1
- 238000005314 correlation function Methods 0.000 description 1
- 238000013135 deep learning Methods 0.000 description 1
- 230000005611 electricity Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 210000000887 face Anatomy 0.000 description 1
- 239000000835 fiber Substances 0.000 description 1
- 239000012634 fragment Substances 0.000 description 1
- 238000003384 imaging method Methods 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 210000003733 optic disk Anatomy 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 230000000717 retained effect Effects 0.000 description 1
- 238000012216 screening Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformations in the plane of the image
- G06T3/04—Context-preserving transformations, e.g. by using an importance map
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Library & Information Science (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- General Engineering & Computer Science (AREA)
- Studio Devices (AREA)
- Processing Or Creating Images (AREA)
- Image Processing (AREA)
Abstract
The present invention proposes that one kind is taken pictures processing method, device and terminal device, wherein, method includes:Record is with U.S. face pattern when being taken pictures, and takes pictures the first U.S. face parameter used by obtained multiple pictures;Face in photo is identified, to establish face and photo comprising face used by corresponding relation between multiple first U.S. face parameters;According to the multiple first U.S. face parameters that corresponding relation with face be present, the second U.S. face parameter of face is calculated;When being taken pictures with U.S. face pattern to face, processing of taking pictures is carried out using the second U.S. face parameter.Thus, select U.S. face parameter to carry out U.S. face according to the personal like of user, meet the individual demand of user.
Description
Technical field
The present invention relates to technical field of imaging, more particularly to one kind is taken pictures processing method, device and terminal device.
Background technology
With raising of the user to the demand of taking pictures, the pattern of photographing camera also more tends to variation, wherein, U.S. face mould
Formula, can U.S. flesh and the U.S. type of intelligence automatically, overturn tradition and take pictures effect, moment, U.S. face, perfection retained facial detail automatically, by
User's likes.
However, in correlation technique, when being taken pictures with U.S. face pattern, U.S. face grade is divided according to unified standard, such as, according to
Parameter designing U.S. face grades such as age of user, sex, but this setup orients each user with being unable to precision
Hobby, the accurate U.S. face effect completed user and wanted.
The content of the invention
It is contemplated that at least solves one of technical problem in correlation technique to a certain extent.
Therefore, first purpose of the present invention is to propose that one kind is taken pictures processing method, to realize the individual according to user
Hobby selects U.S. face parameter to carry out U.S. face, meets the individual demand of user.
Second object of the present invention is to propose that one kind is taken pictures processing unit.
Third object of the present invention is to propose a kind of terminal device.
Fourth object of the present invention is to propose a kind of computer program product.
The 5th purpose of the present invention is to propose a kind of non-transitorycomputer readable storage medium.
For the above-mentioned purpose, one kind that first aspect present invention embodiment proposes is taken pictures processing method, including:Record is with U.S.
When face pattern is taken pictures, the first U.S. face parameter used by obtained multiple pictures is taken pictures;Face in the photo is known
Not, to establish the face and photo comprising the face used by corresponding relation between multiple first U.S. face parameters;
According to the multiple first U.S. face parameters that corresponding relation with the face be present, the second U.S. face parameter of the face is calculated;
When being taken pictures with U.S. face pattern to the face, processing of taking pictures is carried out using the described second U.S. face parameter.
The processing method of taking pictures of the embodiment of the present invention, record when being taken pictures with U.S. face pattern, take pictures obtained multiple pictures institute
The the first U.S. face parameter used, the face in photo is identified, used by establishing face and the photo comprising face
Corresponding relation between multiple first U.S. face parameters, according to the multiple first U.S. face parameters that corresponding relation with face be present, calculate
The second U.S. face parameter of face is obtained, when being taken pictures with U.S. face pattern to face, is taken pictures using the second U.S. face parameter
Processing.Thus, select U.S. face parameter to carry out U.S. face according to the personal like of user, meet the individual demand of user.
For the above-mentioned purpose, one kind that second aspect of the present invention embodiment proposes is taken pictures processing unit, including:Record mould
Block, when being taken pictures for recording with U.S. face pattern, take pictures the first U.S. face parameter used by obtained multiple pictures;Establish module,
For the face in the photo to be identified, to establish the face and the photo comprising the face used by it is multiple
Corresponding relation between first U.S. face parameter;Computing module, for having multiple the first of corresponding relation according to the face
U.S. face parameter, the second U.S. face parameter of the face is calculated;Processing module, for entering with U.S. face pattern to the face
When row is taken pictures, processing of taking pictures is carried out using the described second U.S. face parameter.
The processing unit of taking pictures of the embodiment of the present invention, record when being taken pictures with U.S. face pattern, take pictures obtained multiple pictures institute
The the first U.S. face parameter used, the face in photo is identified, used by establishing face and the photo comprising face
Corresponding relation between multiple first U.S. face parameters, according to the multiple first U.S. face parameters that corresponding relation with face be present, calculate
The second U.S. face parameter of face is obtained, when being taken pictures with U.S. face pattern to face, is taken pictures using the second U.S. face parameter
Processing.Thus, select U.S. face parameter to carry out U.S. face according to the personal like of user, meet the individual demand of user.
For the above-mentioned purpose, a kind of terminal device that third aspect present invention embodiment proposes, including with next or more
Individual component:Housing and processor, memory and display interface in the housing, wherein, the processor passes through reading
The executable program code stored in the memory runs program corresponding with the executable program code, for reality
The now processing method of taking pictures as described in first aspect present invention embodiment.
To achieve these goals, fourth aspect present invention embodiment proposes a kind of computer program product, when described
When instruction in computer program product is by computing device, perform for realizing as described in first aspect present invention embodiment
Processing method of taking pictures.
To achieve these goals, fifth aspect present invention embodiment proposes a kind of computer-readable storage of non-transitory
Medium, it is stored thereon with computer program, it is characterised in that realized when the computer program is executed by processor such as the present invention the
Processing method of taking pictures described in one side embodiment.
The additional aspect of the present invention and advantage will be set forth in part in the description, and will partly become from the following description
Obtain substantially, or recognized by the practice of the present invention.
Brief description of the drawings
Of the invention above-mentioned and/or additional aspect and advantage will become from the following description of the accompanying drawings of embodiments
Substantially and it is readily appreciated that, wherein:
Fig. 1 is the flow chart of the processing method of taking pictures of one embodiment of the invention;
Fig. 2 is the flow chart according to the processing method of taking pictures of a specific embodiment of the invention;And
Fig. 3 is the structural representation of processing unit according to an embodiment of the invention of taking pictures.
Embodiment
Embodiments of the invention are described below in detail, the example of the embodiment is shown in the drawings, wherein from beginning to end
Same or similar label represents same or similar element or the element with same or like function.Below with reference to attached
The embodiment of figure description is exemplary, it is intended to for explaining the present invention, and is not considered as limiting the invention.
Below with reference to the accompanying drawings processing method of taking pictures, device and the terminal device of the embodiment of the present invention are described.
Fig. 1 is the flow chart of the processing method of taking pictures of one embodiment of the invention.
Analysis is understood based on more than, in the prior art, U.S. face grade is divided using relatively uniform standard, it is impossible to according to
The personal like at family carries out U.S. face, causes user to be unsatisfied with to U.S. face effect, such as, for the female user at same age
A and female user B, it is divided into according to age and sex and carries out U.S. face with a U.S. face grade, however, user A may be wished
Hope that the grade of U.S. face is some higher, such as, it is desirable to the U.S. face effect of chin is more more acute, and according to the U.S. face of unified standard division
Grade carries out the effect of U.S. face, can not meet user A personalized U.S. face demand.
For this problem, the embodiments of the invention provide processing method of taking pictures, and is liked with realizing according to user with people
U.S. face is carried out, processing method comprises the following steps as shown in figure 1, this is taken pictures:
S101, record when being taken pictures with U.S. face pattern, take pictures the first U.S. face parameter used by obtained multiple pictures.
Wherein, the first U.S. face parameter is included under corresponding U.S. face pattern, the value of each parameter of corresponding U.S. face action, such as including
Grind skin brightness, bright eye size, whitening degree etc..
It should be appreciated that during the taking pictures of reality, corresponding application program sets some silent according to masses' hobby
The U.S. face parameter recognized, so as to which user with U.S. face pattern when being taken pictures, according to personal like, on the basis of the U.S. face parameter of acquiescence
The upper U.S. face parameter of adjustment is with the used first U.S. face parameter that obtains taking pictures.
Certainly, in actual applications, it is if not beautiful previously according to the popular U.S. face parameter for liking and setting and giving tacit consent to, first
Face parameter can be some U.S. face parameters that user voluntarily selects according to individual demand.
It should be noted that according to the difference of concrete application scene, it can in different ways record and be clapped with U.S. face pattern
According to when, take pictures the first U.S. face parameter used by obtained photo, illustrate as follows:
The first example:
In this example, provided in related application under U.S. face pattern, the function button of the first U.S. face parameter, so as to,
User is identified to the trigger action of correlation function button, when being taken pictures to record with U.S. face pattern, the photo for taking pictures to obtain is used
The first U.S. face parameter.
Certainly, in this example, user can also use other modes to trigger function button corresponding to the first U.S. face parameter, than
Such as, user sends phonetic order, so as to know that user wishes the first U.S. face parameter of triggering by the identification to phonetic order.
Second of example:
In this example, when being taken pictures with U.S. face pattern, periodically photo current and original image are contrasted, according to right
Identify that user takes pictures the first U.S. face parameter used by obtained photo than result, such as, by photo current and original image
Contrast, find photo current than original image white color some, then know the first U.S. face ginseng that the photo for taking pictures to obtain uses
Number includes whitening.
It is emphasized that in the present embodiment, the first U.S. face parameter can be one and also may be used used by every photo
To be multiple, the first U.S. face parameter can be the same or different used by different photos.
S102, the face in photo is identified, to establish face and the photo comprising the face used by it is more
Corresponding relation between individual first U.S. face parameter.
Specifically, the first U.S. face parameter corresponds to user to obtain the U.S. face effect oneself liked, implemented to one
The application of a little U.S. face functions, in order to orient the personal like of user, the first U.S. face parameter and specific face are mapped,
The face in photo is identified, to establish the corresponding relation of face and the first U.S. face parameter.For example identify in photo
Face A, establish the U.S. face parameter whitenings of face A and first, go acne design parameter value corresponding relation.
It should be noted that in actual applications, according to the difference of concrete application scene, it can compare in different ways
Face in piece is identified, such as, corresponding outline identification algorithm can be combined, is realized by identifying the profile of face
The identification of face, and for example, the identification to face characteristic position, such as human eye, mouth can be realized out by feature recognition algorithms
The identification of lip etc., so as to identify the face in photo according to the face characteristic position identified.
S103, according to the multiple first U.S. face parameters that corresponding relation with face be present, the second U.S. face of face is calculated
Parameter.
Wherein, the second U.S. face parameter corresponds to the specific parameter value of the part or all of first U.S. face parameter.
It should be appreciated that above-mentioned the first U.S. face parameter for being directed to a photo comprising face simply corresponds to user and existed
When being taken pictures with U.S. face pattern, once U.S. face operation therein, there is certain randomness, such as, user this with U.S. face pattern
The purpose taken pictures is to make the photo on resume, and therefore, this U.S. face action may be less.However, photo is used
The first U.S. face parameter when carrying out U.S. face, although used first U.S. face parameter is probably incomplete same every time,
Be due to that the hobby of user is relatively fixed, therefore, can according to the operation of the multiple U.S. face of user, learnt with calculate with
The second U.S. face parameter that user preferences match.
Wherein, according to the difference of concrete application scene, there can be corresponding relation according to face in different ways
Multiple first U.S. face parameters, the second U.S. face parameter of face is calculated, illustrates as follows:
The first example:
According to the U.S. face effect using face during each first U.S. face parameter, learnt, obtain the second of institute's face
U.S. face parameter.
It is appreciated that in this example, by for the multiple pictures of the face of same user, corresponding to use first
U.S. face effect after U.S. face parameter U.S. face is quantified, to be imitated according to using the U.S. face of face during each first U.S. face parameter
Fruit, learnt to obtain the second of face the U.S. face parameter.
In the present embodiment, U.S. face effect can be quantified in different ways according to the difference of application demand, than
Such as, after U.S. face is carried out using each U.S. face parameter, gather the score information of user, with according to the score information of user to U.S.
Face effect is quantified.
Again for example, operation behavior of the user to U.S. face parameter can be identified, if user is selecting some first U.S. face
When parameter carries out U.S. face to photo, U.S. face operation is and then cancelled, then has been determined as U.S. face of the user to the first U.S. face parameter
Effect is unsatisfied with, and a lower value is assigned to the first U.S. face parameter, for example assigns 0 point (5 points of systems), if user is selecting certain
When one the first U.S. face parameter carries out U.S. face, the U.S. face operation is repeated again, then it is assumed that user thinks the first U.S. face parameter
Dynamics is inadequate, therefore, first U.S. one value of face parameter is assigned according to number of repetition, and number of repetition is more, and assignment is lower, if
User is confirmed after it have selected some first U.S. face parameter and carry out U.S. face, then it is assumed that user joins to the first U.S. face
Several U.S. face effects is more satisfied, so as to assign first U.S. one high value of face parameter.
Second of example:
In this example, the first U.S. face parameter includes the parameter value of multiple dimensions, wherein, the dimension corresponds to each of U.S. face
The different function of kind, for example mill skin, thin face, whitening, bright eye etc. can be included.Certainly, the division of the dimension can be retouched as above
That states dividing according to the function of U.S. face or being divided according to U.S. face position, if being divided according to position, then often
The U.S. face parameter at the corresponding position of the parameter value of individual dimension.
So as to, for each dimension of the first U.S. face parameter, the parameter value that multiple U.S. face parameters use is counted respectively, than
Such as, the first U.S. face parameter used by the N photos obtained for face A, including M dimension, then statistics is in N photos
In, parameter value used by N number of U.S. face parameter of each dimension, and then, the multiple U.S. face parameters obtained according to statistics use
Parameter value, parameter value of the second U.S. face parameter in the dimension is calculated.
Wherein, in different application scenarios, the second U.S. face parameter can be calculated in different ways in the dimension
Parameter value, such as, the multiple parameter values of the U.S. face parameter of same dimension are averaged, joined with obtaining the second of the dimension the U.S. face
Several parameter value, and for example, the multiple parameter values of the U.S. face parameter of same dimension are taken with being averaged for maximum and minimum value sum
Value, the parameter value of the second U.S. face parameter as the dimension.
For example, the first U.S. face parameter used by 5 photos obtained for face A, including 2 dimension U.S.s
White and sharp face, then for statistics in 5 photos, the parameter value of whitening be a1, a2, a3, a4 and a5, whitening dimension in the second U.S. face parameter
The U.S. face parameter value of degree is (a1+a2+a3+a4+a5)/5, and in 5 photos, the parameter value of sharp face is b1, b2, b3, b4 and b5,
The U.S. face parameter value of sharp face dimension is (b1+b2+b3+b4+b5)/5 in second U.S. face parameter.
It is emphasized that in actual applications, the conventional user to take pictures is relatively-stationary, such as, it is user
And the household of user or the good friend of user, therefore, in order to improve treatment effeciency, avoid to accidentally use the camera other
It is non-to determine user's progress aforesaid operations, it is necessary to Screening Treatment corresponding to being carried out to active user.
In one embodiment of the invention, in order to improve treatment effeciency of taking pictures, the operand of related terminal device is mitigated,
According to the multiple first U.S. face parameters that corresponding relation with face be present, be calculated face the second U.S. face parameter it
Before, may further determine that the frequency of taking pictures of face is more than first threshold, the wherein first threshold is demarcated according to lot of experimental data,
If the beat frequency of face is more than first threshold, it is relatively-stationary user to prove the user, wherein, the number that learns to take pictures is big
It can also make it that study result is more accurate in the photo of first threshold.
Certainly, in actual applications, it is possible to number of taking pictures be more than first threshold user have it is multiple, therefore, in order to enter
One step improves treatment effeciency, and can also determine face takes pictures the frequency in the frequency of taking pictures of whole faces, and ranking is more than second
Threshold value, wherein, the Second Threshold is demarcated according to lot of experimental data, so as to be more than the user of first threshold in the frequency of taking pictures
In further filter out ranking be more than Second Threshold user, to determine really fix user, further improve handle imitates
Rate.
Wherein, the above-mentioned frequency of taking pictures can be by current total number or within a period of time of taking pictures
Take pictures number, be not limited herein.
For example, first threshold is 50 times, Second Threshold 5, it is determined that user of the number more than 50 times that go out to take pictures has
10, then it is the fixed user used that may only have in 10 users several, thus, in order to further improve treatment effeciency,
Face corresponding to the user of 5 is filtered out before number of taking pictures in 10 users as pending face.
S104, when being taken pictures with U.S. face pattern to face, processing of taking pictures is carried out using the second U.S. face parameter.
Specifically, the second of above-mentioned acquisition the U.S. face parameter is demarcated according to the personal like of user, thus, when with
When U.S. face pattern is taken pictures to face, processing of taking pictures is carried out using the second U.S. face parameter, it will obtain the individual character for meeting user
The U.S. face effect of change demand.
In one embodiment of the invention, when detecting that user is taken pictures with U.S. face pattern, the face taken pictures, root are identified
According to the face identified, the second U.S. face parameter of face is inquired, and then, processing of taking pictures is carried out using the second U.S. face parameter.
In order that obtaining those skilled in the art is more apparent from the present invention, enter with reference to specific application scenarios
Row is illustrated to the handling process of taking pictures of the embodiment of the present invention, is described as follows:
Wherein, in this example, first threshold 50, Second Threshold 5.
In this example, will most as shown in Fig. 2 when user's using terminal equipment carries the U.S. face such as camera or photograph album
Whole U.S. face reference record in U.S. face picture (S201), and then, using existing photograph album classification feature, count face in photograph album
The number (S202) of appearance, determine whether to occur more than the face (S203) of 50 times, if it is not, may now learn
Sample is inadequate, thus, do not process, U.S. face demand (S204) of the user to photo is completed using the U.S. face parameter of acquiescence.
It is more than the facial image of 50 times if there is the number of appearance, then calculates the people that occurrence number in photograph album is more than 50 times
Face feature, if the number of user of the face occurrence number more than 50 times more than 5, at most calculates people corresponding to 5 users
Face characteristic corresponding to face image, and then, U.S. face parameter (the first U.S. face parameter) corresponding to face characteristic corresponding to acquisition
(S205)。
Further, face characteristic information and corresponding U.S. face parameter are uploaded into Cloud Server or directly made locally
Analyzed with deep learning, calculate the U.S. face parameter (the second U.S. face parameter) (S206) for being best suitable for corresponding user, now, when corresponding
User when using U.S. face camera herein, advanced pedestrian's face matching, then will corresponding to be adapted to face parameter be passed to camera complete it is beautiful
Face, if it fails to match, using the U.S. face parameter of acquiescence to user U.S. face (S207).
In summary, the processing method of taking pictures of the embodiment of the present invention, record when being taken pictures with U.S. face pattern, take pictures to obtain more
First U.S. face parameter used by photo, the face in photo is identified, to establish face and the photo comprising face
Corresponding relation between used multiple first U.S. face parameters, according to the multiple first U.S. face ginsengs that corresponding relation with face be present
Number, is calculated the second U.S. face parameter of face, when being taken pictures with U.S. face pattern to face, is entered using the second U.S. face parameter
Capable processing of taking pictures.Thus, U.S. face parameter is selected to carry out U.S. face according to the personal like of user, meeting the personalized of user needs
Ask.
In order to realize above-described embodiment, the present invention also proposes that one kind is taken pictures processing unit.
Fig. 3 is the structural representation of processing unit according to an embodiment of the invention of taking pictures, as shown in figure 3, this is taken pictures
Processing unit includes logging modle 100, establishes module 200, computing module 300 and processing module 400.
Wherein, logging modle 100, when being taken pictures for recording with U.S. face pattern, used by taking pictures obtained multiple pictures
First U.S. face parameter.
Module 200 is established, for the face in photo to be identified, is adopted with establishing face with the photo comprising face
Corresponding relation between multiple first U.S. face parameters.
Computing module 300, for according to the multiple first U.S. face parameters that corresponding relation with face be present, face to be calculated
The second U.S. face parameter.
In one embodiment of the invention, computing module 300 is according to using face during each first U.S. face parameter
U.S. face effect, is learnt, and obtains the second U.S. face parameter of face.
Processing module 400, for when being taken pictures with U.S. face pattern to face, being taken pictures using the second U.S. face parameter
Processing.
It should be noted that the foregoing explanation to processing method embodiment of taking pictures is also applied for taking pictures for the embodiment
Processing unit, here is omitted.
In summary, the processing unit of taking pictures of the embodiment of the present invention, record when being taken pictures with U.S. face pattern, take pictures to obtain more
First U.S. face parameter used by photo, the face in photo is identified, to establish face and the photo comprising face
Corresponding relation between used multiple first U.S. face parameters, according to the multiple first U.S. face ginsengs that corresponding relation with face be present
Number, is calculated the second U.S. face parameter of face, when being taken pictures with U.S. face pattern to face, is entered using the second U.S. face parameter
Capable processing of taking pictures.Thus, U.S. face parameter is selected to carry out U.S. face according to the personal like of user, meeting the personalized of user needs
Ask.
In order to realize above-described embodiment, the present invention also proposes a kind of terminal device, including:Housing and the place in housing
Manage device, memory and display interface, wherein, the executable program code that processor is stored by reading in memory come run with
Program corresponding to executable program code, for realizing the processing method of taking pictures of above-described embodiment description.
In order to realize above-described embodiment, the present invention also proposes a kind of computer program product, when the computer program produces
When instruction in product is by computing device, the processing method of taking pictures as described in above-mentioned embodiment is performed.
In order to realize above-described embodiment, the present invention also proposes a kind of non-transitorycomputer readable storage medium, deposited thereon
Computer program is contained, the processing method of taking pictures as described in above-mentioned embodiment is realized when the computer program is executed by processor.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or the spy for combining the embodiment or example description
Point is contained at least one embodiment or example of the present invention.In this manual, to the schematic representation of above-mentioned term not
Identical embodiment or example must be directed to.Moreover, specific features, structure, material or the feature of description can be with office
Combined in an appropriate manner in one or more embodiments or example.In addition, in the case of not conflicting, the skill of this area
Art personnel can be tied the different embodiments or example and the feature of different embodiments or example described in this specification
Close and combine.
In addition, term " first ", " second " are only used for describing purpose, and it is not intended that instruction or hint relative importance
Or the implicit quantity for indicating indicated technical characteristic.Thus, define " first ", the feature of " second " can be expressed or
Implicitly include at least one this feature.In the description of the invention, " multiple " are meant that at least two, such as two, three
It is individual etc., unless otherwise specifically defined.
Any process or method described otherwise above description in flow chart or herein is construed as, and represents to include
Module, fragment or the portion of the code of the executable instruction of one or more the step of being used to realize custom logic function or process
Point, and the scope of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discuss suitable
Sequence, including according to involved function by it is basic simultaneously in the way of or in the opposite order, carry out perform function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use
In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for
Instruction execution system, device or equipment (such as computer based system including the system of processor or other can be held from instruction
The system of row system, device or equipment instruction fetch and execute instruction) use, or combine these instruction execution systems, device or set
It is standby and use.For the purpose of this specification, " computer-readable medium " can any can be included, store, communicate, propagate or pass
Defeated program is for instruction execution system, device or equipment or the dress used with reference to these instruction execution systems, device or equipment
Put.The more specifically example (non-exhaustive list) of computer-readable medium includes following:Electricity with one or more wiring
Connecting portion (electronic installation), portable computer diskette box (magnetic device), random access memory (RAM), read-only storage
(ROM), erasable edit read-only storage (EPROM or flash memory), fiber device, and portable optic disk is read-only deposits
Reservoir (CDROM).In addition, computer-readable medium, which can even is that, to print the paper of described program thereon or other are suitable
Medium, because can then enter edlin, interpretation or if necessary with it for example by carrying out optical scanner to paper or other media
His suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each several part of the present invention can be realized with hardware, software, firmware or combinations thereof.Above-mentioned
In embodiment, software that multiple steps or method can be performed in memory and by suitable instruction execution system with storage
Or firmware is realized.Such as, if realized with hardware with another embodiment, following skill well known in the art can be used
Any one of art or their combination are realized:With the logic gates for realizing logic function to data-signal from
Logic circuit is dissipated, the application specific integrated circuit with suitable combinational logic gate circuit, programmable gate array (PGA), scene can compile
Journey gate array (FPGA) etc..
Those skilled in the art are appreciated that to realize all or part of step that above-described embodiment method carries
Suddenly it is that by program the hardware of correlation can be instructed to complete, described program can be stored in a kind of computer-readable storage medium
In matter, the program upon execution, including one or a combination set of the step of embodiment of the method.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing module, can also
That unit is individually physically present, can also two or more units be integrated in a module.Above-mentioned integrated mould
Block can both be realized in the form of hardware, can also be realized in the form of software function module.The integrated module is such as
Fruit is realized in the form of software function module and as independent production marketing or in use, can also be stored in a computer
In read/write memory medium.
Storage medium mentioned above can be read-only storage, disk or CD etc..Although have been shown and retouch above
Embodiments of the invention are stated, it is to be understood that above-described embodiment is exemplary, it is impossible to be interpreted as the limit to the present invention
System, one of ordinary skill in the art can be changed to above-described embodiment, change, replace and become within the scope of the invention
Type.
Claims (10)
- The processing method 1. one kind is taken pictures, it is characterised in that comprise the following steps:Record is with U.S. face pattern when being taken pictures, and takes pictures the first U.S. face parameter used by obtained multiple pictures;Face in the photo is identified, to establish the face and the photo comprising the face used by it is multiple Corresponding relation between first U.S. face parameter;According to the multiple first U.S. face parameters that corresponding relation with the face be present, the second U.S. face that the face is calculated is joined Number;When being taken pictures with U.S. face pattern to the face, processing of taking pictures is carried out using the described second U.S. face parameter.
- 2. processing method according to claim 1 of taking pictures, it is characterised in that the basis has corresponding close with the face Multiple first U.S. face parameters of system, the second U.S. face parameter of the face is calculated, including:According to the U.S. face effect using face during each first U.S. face parameter, learnt, obtain the of the face Two U.S. face parameters.
- 3. processing method according to claim 1 of taking pictures, it is characterised in that the first U.S. face parameter includes multiple dimensions Parameter value, the multiple first U.S. face parameters of corresponding relation with the face be present, the face be calculated in the basis Second U.S. face parameter, including:For each dimension of the first U.S. face parameter, the parameter value that multiple U.S. face parameters use is counted respectively;The parameter value that the multiple U.S. face parameters obtained according to statistics use, is calculated the described second U.S. face parameter in the dimension Parameter value.
- 4. according to the processing method of taking pictures described in claim any one of 1-3, it is characterised in that the basis is deposited with the face In the multiple first U.S. face parameters of corresponding relation, it is calculated before the second U.S. face parameter of the face, in addition to:Determine that the frequency of taking pictures of the face is more than first threshold;And/or determine the face takes pictures the frequency in the frequency of taking pictures of whole faces, ranking is more than Second Threshold.
- 5. according to the processing method of taking pictures described in claim any one of 1-3, it is characterised in that described to work as with U.S. face pattern to institute When stating face and being taken pictures, processing of taking pictures is carried out using the described second U.S. face parameter, including:When being taken pictures with U.S. face pattern, the face taken pictures is identified;Inquire about the second U.S. face parameter of the face;Processing of taking pictures is carried out using the described second U.S. face parameter.
- The processing unit 6. one kind is taken pictures, it is characterised in that including:Logging modle, when being taken pictures for recording with U.S. face pattern, take pictures the first U.S. face parameter used by obtained multiple pictures;Module is established, for the face in the photo to be identified, with the photograph established the face Yu include the face Corresponding relation used by piece between multiple first U.S. face parameters;Computing module, for according to the multiple first U.S. face parameters that corresponding relation with the face be present, the people to be calculated Second U.S. face parameter of face;Processing module, for when being taken pictures with U.S. face pattern to the face, being clapped using the described second U.S. face parameter According to processing.
- 7. processing unit according to claim 6 of taking pictures, it is characterised in that the computing module is specifically used for:According to the U.S. face effect using face during each first U.S. face parameter, learnt, obtain the of the face Two U.S. face parameters.
- 8. a kind of terminal device, it is characterised in that including following one or more assemblies:Housing and the place in the housing Device, memory and display interface are managed, wherein, the processor is by reading the executable program code stored in the memory To run program corresponding with the executable program code, for realizing taking pictures as described in any in claim 1-5 Processing method.
- 9. a kind of computer program product, when the instruction in the computer program product is by computing device, perform as weighed Profit requires the processing method of taking pictures any one of 1-5.
- 10. a kind of non-transitorycomputer readable storage medium, is stored thereon with computer program, it is characterised in that the calculating The processing method of taking pictures as any one of claim 1-5 is realized when machine program is executed by processor.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710458357.8A CN107341762B (en) | 2017-06-16 | 2017-06-16 | Photographing processing method and device and terminal equipment |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710458357.8A CN107341762B (en) | 2017-06-16 | 2017-06-16 | Photographing processing method and device and terminal equipment |
Publications (2)
Publication Number | Publication Date |
---|---|
CN107341762A true CN107341762A (en) | 2017-11-10 |
CN107341762B CN107341762B (en) | 2021-04-16 |
Family
ID=60220640
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201710458357.8A Expired - Fee Related CN107341762B (en) | 2017-06-16 | 2017-06-16 | Photographing processing method and device and terminal equipment |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN107341762B (en) |
Cited By (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107820017A (en) * | 2017-11-30 | 2018-03-20 | 广东欧珀移动通信有限公司 | Image capturing method, device, computer-readable recording medium and electronic equipment |
CN107862653A (en) * | 2017-11-30 | 2018-03-30 | 广东欧珀移动通信有限公司 | Method for displaying image, device, storage medium and electronic equipment |
CN107862654A (en) * | 2017-11-30 | 2018-03-30 | 广东欧珀移动通信有限公司 | Image processing method, device, computer-readable recording medium and electronic equipment |
CN107993209A (en) * | 2017-11-30 | 2018-05-04 | 广东欧珀移动通信有限公司 | Image processing method, device, computer-readable recording medium and electronic equipment |
CN108447026A (en) * | 2018-01-31 | 2018-08-24 | 上海思愚智能科技有限公司 | Acquisition methods, terminal and the computer readable storage medium of U.S. face parameter attribute value |
CN108566487A (en) * | 2018-03-27 | 2018-09-21 | 广东欧珀移动通信有限公司 | photo processing method, device and mobile terminal |
CN109285135A (en) * | 2018-12-04 | 2019-01-29 | 厦门美图之家科技有限公司 | Face image processing process and device |
CN109410128A (en) * | 2018-09-21 | 2019-03-01 | 联想(北京)有限公司 | A kind of image processing method, device and electronic equipment |
CN111402157A (en) * | 2020-03-12 | 2020-07-10 | 维沃移动通信有限公司 | Image processing method and electronic equipment |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104715236A (en) * | 2015-03-06 | 2015-06-17 | 广东欧珀移动通信有限公司 | Face beautifying photographing method and device |
CN104853092A (en) * | 2015-04-30 | 2015-08-19 | 广东欧珀移动通信有限公司 | Photographing method and device |
US20160014333A1 (en) * | 2003-06-26 | 2016-01-14 | Fotonation Limited | Digital Image Processing Using Face Detection and Skin Tone Information |
CN105530435A (en) * | 2016-02-01 | 2016-04-27 | 深圳市金立通信设备有限公司 | Shooting method and mobile terminal |
CN105825486A (en) * | 2016-04-05 | 2016-08-03 | 北京小米移动软件有限公司 | Beautifying processing method and apparatus |
-
2017
- 2017-06-16 CN CN201710458357.8A patent/CN107341762B/en not_active Expired - Fee Related
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20160014333A1 (en) * | 2003-06-26 | 2016-01-14 | Fotonation Limited | Digital Image Processing Using Face Detection and Skin Tone Information |
CN104715236A (en) * | 2015-03-06 | 2015-06-17 | 广东欧珀移动通信有限公司 | Face beautifying photographing method and device |
CN104853092A (en) * | 2015-04-30 | 2015-08-19 | 广东欧珀移动通信有限公司 | Photographing method and device |
CN105530435A (en) * | 2016-02-01 | 2016-04-27 | 深圳市金立通信设备有限公司 | Shooting method and mobile terminal |
CN105825486A (en) * | 2016-04-05 | 2016-08-03 | 北京小米移动软件有限公司 | Beautifying processing method and apparatus |
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107862653A (en) * | 2017-11-30 | 2018-03-30 | 广东欧珀移动通信有限公司 | Method for displaying image, device, storage medium and electronic equipment |
CN107862654A (en) * | 2017-11-30 | 2018-03-30 | 广东欧珀移动通信有限公司 | Image processing method, device, computer-readable recording medium and electronic equipment |
CN107993209A (en) * | 2017-11-30 | 2018-05-04 | 广东欧珀移动通信有限公司 | Image processing method, device, computer-readable recording medium and electronic equipment |
CN107820017A (en) * | 2017-11-30 | 2018-03-20 | 广东欧珀移动通信有限公司 | Image capturing method, device, computer-readable recording medium and electronic equipment |
CN107820017B (en) * | 2017-11-30 | 2020-03-27 | Oppo广东移动通信有限公司 | Image shooting method and device, computer readable storage medium and electronic equipment |
CN107862653B (en) * | 2017-11-30 | 2021-08-17 | Oppo广东移动通信有限公司 | Image display method, image display device, storage medium and electronic equipment |
CN108447026A (en) * | 2018-01-31 | 2018-08-24 | 上海思愚智能科技有限公司 | Acquisition methods, terminal and the computer readable storage medium of U.S. face parameter attribute value |
CN108566487B (en) * | 2018-03-27 | 2020-08-14 | Oppo广东移动通信有限公司 | Photo processing method and device and mobile terminal |
CN108566487A (en) * | 2018-03-27 | 2018-09-21 | 广东欧珀移动通信有限公司 | photo processing method, device and mobile terminal |
CN109410128A (en) * | 2018-09-21 | 2019-03-01 | 联想(北京)有限公司 | A kind of image processing method, device and electronic equipment |
CN109285135A (en) * | 2018-12-04 | 2019-01-29 | 厦门美图之家科技有限公司 | Face image processing process and device |
CN111402157A (en) * | 2020-03-12 | 2020-07-10 | 维沃移动通信有限公司 | Image processing method and electronic equipment |
CN111402157B (en) * | 2020-03-12 | 2024-04-09 | 维沃移动通信有限公司 | Image processing method and electronic equipment |
Also Published As
Publication number | Publication date |
---|---|
CN107341762B (en) | 2021-04-16 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN107341762A (en) | Take pictures processing method, device and terminal device | |
US11854070B2 (en) | Generating virtual makeup products | |
US11854072B2 (en) | Applying virtual makeup products | |
US11321385B2 (en) | Visualization of image themes based on image content | |
US10360710B2 (en) | Method of establishing virtual makeup data and electronic device using the same | |
US10936853B1 (en) | Skin tone assisted digital image color matching | |
CN108174099A (en) | Method for displaying image, device and computer readable storage medium | |
WO2018012136A1 (en) | Makeup assistance device and makeup assistance method | |
JP7242848B2 (en) | Systems and methods for providing personalized product recommendations using deep learning | |
CN108182232A (en) | Personage's methods of exhibiting, electronic equipment and computer storage media based on e-book | |
US12136173B2 (en) | Digital makeup palette | |
CN111080746A (en) | Image processing method, image processing device, electronic equipment and storage medium | |
CN113689324A (en) | Automatic adding and deleting method and device for portrait object based on two classification labels | |
CN112785488A (en) | Image processing method and device, storage medium and terminal | |
CN113361419A (en) | Image processing method, device, equipment and medium | |
CN109376661A (en) | Method and apparatus for output information | |
CN109829364A (en) | A kind of expression recognition method, device and recommended method, device | |
KR102342866B1 (en) | A method streaming and displaying custom content | |
KR101757184B1 (en) | System for automatically generating and classifying emotionally expressed contents and the method thereof | |
CN107341774A (en) | Facial image U.S. face processing method and processing device | |
CN110163049A (en) | A kind of face character prediction technique, device and storage medium | |
KR102430742B1 (en) | Apparatus and method for developing space analysis model based on data augmentation | |
US11321882B1 (en) | Digital makeup palette | |
KR102342843B1 (en) | A method of serving customized content considering circumstance | |
Zaib et al. | Personalized saliency prediction using color spaces |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
CB02 | Change of applicant information | ||
CB02 | Change of applicant information |
Address after: Changan town in Guangdong province Dongguan 523860 usha Beach Road No. 18 Applicant after: GUANGDONG OPPO MOBILE TELECOMMUNICATIONS Corp.,Ltd. Address before: Changan town in Guangdong province Dongguan 523860 usha Beach Road No. 18 Applicant before: GUANGDONG OPPO MOBILE TELECOMMUNICATIONS Corp.,Ltd. |
|
GR01 | Patent grant | ||
GR01 | Patent grant | ||
CF01 | Termination of patent right due to non-payment of annual fee | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20210416 |