CN104299001A - Photograph album generating method and device - Google Patents

Photograph album generating method and device Download PDF

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Publication number
CN104299001A
CN104299001A CN201410535042.5A CN201410535042A CN104299001A CN 104299001 A CN104299001 A CN 104299001A CN 201410535042 A CN201410535042 A CN 201410535042A CN 104299001 A CN104299001 A CN 104299001A
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China
Prior art keywords
phylogenetic
picture
target
photograph album
alternative
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CN201410535042.5A
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Chinese (zh)
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CN104299001B (en
Inventor
李海峰
陈志军
张涛
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Beijing Xiaomi Technology Co Ltd
Xiaomi Inc
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Xiaomi Inc
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    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00288Classification, e.g. identification
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/40Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
    • G06F16/43Querying
    • G06F16/435Filtering based on additional data, e.g. user or group profiles
    • G06F16/436Filtering based on additional data, e.g. user or group profiles using biological or physiological data of a human being, e.g. blood pressure, facial expression, gestures

Abstract

The invention discloses a photograph album generating method and device. The photograph album generating method comprises the steps that a photograph album generating instruction is received, wherein the photograph album generating instruction carries target characteristics and photograph album generating conditions; according to the target characteristics, pictures to be classified are processed to obtain a target face cluster group, wherein the target face cluster group comprises pictures with the target characteristics; according to the photograph album generating conditions and the picture information of the pictures in the target face cluster group, the pictures in the target face cluster group are screened to obtain an alternative face cluster group, wherein the alternative face cluster group comprises pictures meeting the photograph album generating conditions; according to the alternative face cluster group, a target face photograph album is generated. The photograph album generating device comprises a receiving module, a processing module, a screening module and a generating module. According to the photograph album generating method and device, a user does not need to manually screen the pictures to be classified, the photograph album generating time and cost are saved, and then the photograph album generating efficiency is improved.

Description

Generate method and the device of photograph album
Technical field
The disclosure relates to picture processing field, particularly relates to a kind of method and the device that generate photograph album.
Background technology
Along with improving constantly of people's quality of life, and the development of mobile technology, the figure sector-meeting of people's shooting gets more and more.And when people want to see the picture that different times takes, photograph album can be generated according to these pictures.At present, when generating photograph album, user needs manually to screen these pictures, then, manually generates photograph album according to the picture filtered out.But when the picture taken is more, the process more complicated of manual screening picture, the time of cost is long, reduces the efficiency generating photograph album.
Summary of the invention
For overcoming Problems existing in correlation technique, the disclosure provides a kind of method and the device that generate photograph album.
According to the first aspect of disclosure embodiment, provide a kind of method generating photograph album, described method comprises:
Receive photograph album and generate instruction, described photograph album generates instruction and carries target signature and photograph album formation condition;
According to described target signature, treat category images and process, obtain target face phylogenetic group, described target face phylogenetic group comprises the picture with described target signature;
According to the pictorial information of picture in described photograph album formation condition and described target face phylogenetic group, picture in described target face phylogenetic group is screened, obtain alternative face phylogenetic group, described alternative face phylogenetic group comprises the picture meeting described photograph album formation condition;
According to described alternative face phylogenetic group, generate target face photograph album.
Alternatively, the described pictorial information according to picture in described photograph album formation condition and described target face phylogenetic group, screens picture in described target face phylogenetic group, obtains alternative face phylogenetic group, comprising:
According to the pictorial information of picture in described photograph album formation condition and described target face phylogenetic group, picture in described target face phylogenetic group is screened, obtains multiple first face phylogenetic group;
Described multiple first face phylogenetic group is shown;
When receiving the selection instruction at least one the first face phylogenetic group in described multiple first face phylogenetic group, at least one first face phylogenetic group described is defined as alternative face phylogenetic group.
Alternatively, described alternative face phylogenetic group comprises the alternative face phylogenetic group of multiple son, and described multiple son alternative face phylogenetic group and multiple sub-time period one_to_one corresponding, described multiple sub-time period selects picture number according to waiting of comprising of described photograph album formation condition, and the picture shooting time period comprised described photograph album formation condition carries out division and obtains;
Correspondingly, described according to described alternative face phylogenetic group, generate target face photograph album, comprising:
According to the optimal conditions preset, according to the optimization algorithm with random character, from the alternative face phylogenetic group of described multiple son, select a pictures respectively, obtain multiple first pictures, described default optimal conditions comprise select to be in different shooting time section and spot for photography picture, select picture clarity to be greater than picture and the picture of select target face in picture centre position of predetermined threshold value;
Create new folder, described new folder comprises multiple default photograph album template;
When the size of multiple the first pictures described is all not equal to the size of default photograph album template, according to the size of described multiple default photograph album template, respectively cutting is carried out to multiple first pictures described, obtains multiple second pictures;
Multiple second pictures described are filled into respectively in described multiple default photograph album template, obtain target face photograph album.
Alternatively, described according to described alternative face phylogenetic group, after generating target face photograph album, also comprise:
When receiving the replacement instruction to the designated pictures in described target face photograph album, determine the alternative face phylogenetic group of the son at described designated pictures place;
From the alternative face phylogenetic group of the son determined, obtain the replacement picture that described designated pictures is corresponding;
Designated pictures described in described target face photograph album is replaced with described replacement picture.
Alternatively, described according to described target signature, treat category images and process, obtain target face phylogenetic group, comprising:
Treat category images and carry out recognition of face, obtain the first picture set, described first picture set comprises the face picture in described picture to be sorted;
From multiple face picture of the first picture set, extract the face characteristic often opening face picture respectively;
According to the face characteristic of described target signature and multiple face picture described, cluster is carried out to multiple face picture described, obtains target face phylogenetic group.
Alternatively, the described face characteristic according to described target signature and multiple face picture described, carries out cluster to multiple face picture described, obtains target face phylogenetic group, comprising:
According to the face characteristic of multiple face picture described, cluster is carried out to multiple face picture described, obtain multiple face phylogenetic group;
According to described target signature, described multiple face phylogenetic group is screened, obtains target face phylogenetic group.
According to the second aspect of disclosure embodiment, provide a kind of device generating photograph album, described device comprises:
Receiver module, generate instruction for receiving photograph album, described photograph album generates instruction and carries target signature and photograph album formation condition;
Processing module, for according to described target signature, treats category images and processes, and obtains target face phylogenetic group, and described target face phylogenetic group comprises the picture with described target signature;
Screening module, for the pictorial information according to picture in described photograph album formation condition and described target face phylogenetic group, screen picture in described target face phylogenetic group, obtain alternative face phylogenetic group, described alternative face phylogenetic group comprises the picture meeting described photograph album formation condition;
Generation module, for according to described alternative face phylogenetic group, generates target face photograph album.
Alternatively, described screening module comprises:
Screening unit, for the pictorial information according to picture in described photograph album formation condition and described target face phylogenetic group, screens picture in described target face phylogenetic group, obtains multiple first face phylogenetic group;
Display unit, for showing described multiple first face phylogenetic group;
Determining unit, for when receiving the selection instruction at least one the first face phylogenetic group in described multiple first face phylogenetic group, is defined as alternative face phylogenetic group by least one first face phylogenetic group described.
Alternatively, described alternative face phylogenetic group comprises the alternative face phylogenetic group of multiple son, and described multiple son alternative face phylogenetic group and multiple sub-time period one_to_one corresponding, described multiple sub-time period selects picture number according to waiting of comprising of described photograph album formation condition, and the picture shooting time period comprised described photograph album formation condition carries out division and obtains;
Correspondingly, described generation module comprises:
Selection unit, for the optimal conditions that basis is preset, according to the optimization algorithm with random character, from the alternative face phylogenetic group of described multiple son, select a pictures respectively, obtain multiple first pictures, described default optimal conditions comprise select to be in different shooting time section and spot for photography picture, select picture clarity to be greater than picture and the picture of select target face in picture centre position of predetermined threshold value;
Creating unit, for creating new folder, described new folder comprises multiple default photograph album template;
Cutting unit, for when the size of multiple the first pictures described is all not equal to the size of default photograph album template, according to the size of described multiple default photograph album template, carries out cutting respectively to multiple first pictures described, obtains multiple second pictures;
Filler cells, for being filled into respectively by multiple second pictures described in described multiple default photograph album template, obtains target face photograph album.
Alternatively, described device also comprises:
Determination module, for when receiving the replacement instruction to the designated pictures in described target face photograph album, determines the alternative face phylogenetic group of the son at described designated pictures place;
Acquisition module, for from the alternative face phylogenetic group of the son determined, obtains the replacement picture that described designated pictures is corresponding;
Replacement module, for replacing with described replacement picture by designated pictures described in described target face photograph album.
Alternatively, described processing module comprises:
Face identification unit, carrying out recognition of face for treating category images, obtaining the first picture set, and described first picture set comprises the face picture in described picture to be sorted;
Extraction unit, in multiple face picture from the first picture set, extracts the face characteristic often opening face picture respectively;
Cluster cell, for the face characteristic according to described target signature and multiple face picture described, carries out cluster to multiple face picture described, obtains target face phylogenetic group.
Alternatively, described cluster cell comprises:
Cluster subelement, for the face characteristic according to multiple face picture described, carries out cluster to multiple face picture described, obtains multiple face phylogenetic group;
Screening subelement, for according to described target signature, screens described multiple face phylogenetic group, obtains target face phylogenetic group.
According to the third aspect of embodiment of the present disclosure, provide a kind of device generating photograph album, described device comprises:
Processor;
For the storer of storage of processor executable instruction;
Wherein, described processor is configured to:
Receive photograph album and generate instruction, described photograph album generates instruction and carries target signature and photograph album formation condition;
According to described target signature, treat category images and process, obtain target face phylogenetic group, described target face phylogenetic group comprises the picture with described target signature;
According to the pictorial information of picture in described photograph album formation condition and described target face phylogenetic group, picture in described target face phylogenetic group is screened, obtain alternative face phylogenetic group, described alternative face phylogenetic group comprises the picture meeting described photograph album formation condition;
According to described alternative face phylogenetic group, generate target face photograph album.
The technical scheme that embodiment of the present disclosure provides can comprise following beneficial effect:
In the disclosed embodiments, when receiving photograph album and generating instruction, according to the target signature that this photograph album generation instruction is carried, treat category images and process, obtain target face phylogenetic group.Then, then generate the pictorial information of picture in the photograph album formation condition that carries of instruction and target face cluster according to photograph album, the picture in target face phylogenetic group is screened, obtains alternative face phylogenetic group.Finally, according to the picture in alternative face phylogenetic group, generate target face photograph album.In the process generating target face photograph album, manually treat category images without the need to user to screen, and manually generate photograph album according to the picture screened without the need to user, that terminal automatically generates photograph album completely, decrease the time and cost that generate photograph album, and then improve the efficiency generating photograph album.
Should be understood that, it is only exemplary and explanatory that above general description and details hereinafter describe, and can not limit the disclosure.
Accompanying drawing explanation
Accompanying drawing to be herein merged in instructions and to form the part of this instructions, shows embodiment according to the invention, and is used from instructions one and explains principle of the present invention.
Fig. 1 is a kind of process flow diagram generating the method for photograph album according to an exemplary embodiment.
Fig. 2 is the process flow diagram that another kind according to an exemplary embodiment generates the method for photograph album.
Fig. 3 is a kind of block diagram generating the device of photograph album according to an exemplary embodiment.
Fig. 4 is the block diagram of a kind of device according to an exemplary embodiment.
Embodiment
Here will be described exemplary embodiment in detail, its sample table shows in the accompanying drawings.When description below relates to accompanying drawing, unless otherwise indicated, the same numbers in different accompanying drawing represents same or analogous key element.Embodiment described in following exemplary embodiment does not represent all embodiments consistent with the present invention.On the contrary, they only with as in appended claims describe in detail, the example of apparatus and method that aspects more of the present invention are consistent.
Fig. 1 is a kind of process flow diagram generating the method for photograph album according to an exemplary embodiment, and as shown in Figure 1, the method for this generation photograph album is used for, in terminal, comprising the following steps.
In a step 101, receive photograph album and generate instruction, this photograph album generates instruction and carries target signature and photograph album formation condition.
In a step 102, according to target signature, treat category images and process, obtain target face phylogenetic group, target face phylogenetic group comprises the picture with target signature.
In step 103, according to the pictorial information of picture in photograph album formation condition and target face phylogenetic group, screen picture in target face phylogenetic group, obtain alternative face phylogenetic group, alternative face phylogenetic group comprises the picture meeting photograph album formation condition.
At step 104, according to alternative face phylogenetic group, generate target face photograph album.
In the disclosed embodiments, when receiving photograph album and generating instruction, according to the target signature that this photograph album generation instruction is carried, treat category images and process, obtain target face phylogenetic group.Then, then generate the pictorial information of picture in the photograph album formation condition that carries of instruction and target face cluster according to photograph album, the picture in target face phylogenetic group is screened, obtains alternative face phylogenetic group.Finally, according to the picture in alternative face phylogenetic group, generate target face photograph album.In the process generating target face photograph album, manually treat category images without the need to user to screen, and manually generate photograph album according to the picture screened without the need to user, that terminal automatically generates photograph album completely, decrease the time and cost that generate photograph album, and then improve the efficiency generating photograph album.
Alternatively, according to the pictorial information of picture in photograph album formation condition and target face phylogenetic group, picture in target face phylogenetic group is screened, obtains alternative face phylogenetic group, comprising:
According to the pictorial information of picture in photograph album formation condition and target face phylogenetic group, picture in target face phylogenetic group is screened, obtain multiple first face phylogenetic group;
The plurality of first face phylogenetic group is shown;
When receiving the selection instruction at least one the first face phylogenetic group in the plurality of first face phylogenetic group, by this, at least one first face phylogenetic group is defined as alternative face phylogenetic group.
Alternatively, alternative face phylogenetic group comprises the alternative face phylogenetic group of multiple son, and multiple son alternative face phylogenetic group and multiple sub-time period one_to_one corresponding, the plurality of sub-time period selects picture number according to waiting of comprising of photograph album formation condition, and the picture shooting time period comprised photograph album formation condition carries out division and obtains;
Correspondingly, according to alternative face phylogenetic group, generate target face photograph album, comprising:
According to the optimal conditions preset, according to the optimization algorithm with random character, from the alternative face phylogenetic group of the plurality of son, select a pictures respectively, obtain multiple first pictures, default optimal conditions comprise select to be in different shooting time section and spot for photography picture, select picture clarity to be greater than picture and the picture of select target face in picture centre position of predetermined threshold value;
Create new folder, this new folder comprises multiple default photograph album template;
When the size of multiple the first pictures is all not equal to the size of default photograph album template, according to the size of the multiple default photograph album template in new folder, to this, multiple first pictures carry out cutting respectively, obtain multiple second pictures;
These multiple second pictures are filled in multiple default photograph album template respectively, obtain target face photograph album.
Alternatively, according to alternative face phylogenetic group, after generating target face photograph album, also comprise:
When receiving the replacement instruction to the designated pictures in target face photograph album, determine the alternative face phylogenetic group of the son at designated pictures place;
From the alternative face phylogenetic group of the son determined, obtain the replacement picture that designated pictures is corresponding;
Designated pictures in target face photograph album is replaced with replacement picture.
Alternatively, according to target signature, treat category images and process, obtain target face phylogenetic group, comprising:
Treat category images and carry out recognition of face, obtain the first picture set, the first picture set comprises the face picture in picture to be sorted;
From multiple face picture of the first picture set, extract the face characteristic often opening face picture respectively;
According to the face characteristic of target signature with multiple face picture, cluster is carried out to multiple face picture, obtains target face phylogenetic group.
Alternatively, according to the face characteristic of target signature with multiple face picture, cluster is carried out to multiple face picture, obtains target face phylogenetic group, comprising:
According to the face characteristic of multiple face picture, cluster is carried out to multiple face picture, obtain multiple face phylogenetic group;
According to target signature, multiple face phylogenetic group is screened, obtain target face phylogenetic group.
Above-mentioned all alternatives, all can form embodiment of the present disclosure according to combining arbitrarily, disclosure embodiment repeats no longer one by one to this.
Fig. 2 is a kind of method flow diagram generating photograph album according to an exemplary embodiment.As shown in Figure 2, the method for this generation photograph album is used for, in terminal, comprising the following steps.
In step 201, receive photograph album and generate instruction, this photograph album generates instruction and carries target signature and photograph album formation condition.
When user wants to generate photograph album, photograph album can be submitted to generate instruction by the generation button in terminal interface.Certainly, photograph album can also be submitted in other way to generate instruction, such as, to the slide, single-click operation, double click operation, voice operating etc. of terminal interface.Disclosure embodiment is not specifically limited this.
Wherein, target signature can be target person face feature, can also be Target Photo key word, and this target face characteristic can extract and obtain from the picture at target face place, this Target Photo key word can be the name that this target face is corresponding, and disclosure embodiment is not specifically limited this.In addition, photograph album formation condition can comprise: picture shooting time period, picture shooting place, picture quality, picture direction and wait to select picture number etc., and disclosure embodiment is not specifically limited equally to this.
In step 202., according to target signature, treat category images and process, obtain target face phylogenetic group, target face phylogenetic group comprises the picture with target signature.
Wherein, picture to be sorted is the picture that user takes, and the object of disclosure embodiment generates target face photograph album, so, need to treat category images and process, thus obtain the picture with target signature.And according to target signature, treating category images processes, the operation obtaining target face phylogenetic group can be: treat category images and carry out recognition of face, obtains the first picture set, and the first picture set comprises the face picture in picture to be sorted; From multiple face picture of the first picture set, extract the face characteristic often opening face picture respectively; According to the face characteristic of target signature with multiple face picture, cluster is carried out to multiple face picture, obtains target face phylogenetic group.
Wherein, according to the face characteristic of target signature with multiple face picture, cluster is carried out to multiple face picture, obtain target face phylogenetic group, comprise: according to the face characteristic of multiple face picture, cluster is carried out to multiple face picture, obtain multiple face phylogenetic group; According to target signature, the plurality of face phylogenetic group is screened, obtain target face phylogenetic group.
According to the face characteristic of multiple face picture, cluster is carried out to multiple face picture, obtain being operating as of multiple face phylogenetic group: compared by the face characteristic of multiple face picture, the picture that there is identical face characteristic is divided into one group, thus obtain multiple face phylogenetic group.
In addition, because target signature can be not only target person face feature, can also be Target Photo key word.When target signature is target face characteristic, according to target signature, the plurality of face phylogenetic group is screened, obtain being operating as of target face phylogenetic group: compared by the face characteristic in target face characteristic and the plurality of face phylogenetic group, the face phylogenetic group selecting face characteristic identical with target face characteristic from the plurality of face phylogenetic group, is defined as target face phylogenetic group by the face phylogenetic group of selection.When target signature is Target Photo key word, according to target signature, the plurality of face phylogenetic group is screened, obtain being operating as of target face phylogenetic group: the picture key word obtaining picture in the plurality of face phylogenetic group respectively, the multiple picture key word obtained and Target Photo key word are compared, the face phylogenetic group selecting picture key word identical with Target Photo key word from the plurality of face phylogenetic group, is defined as target face phylogenetic group by the face phylogenetic group of selection.
Further, according to target signature, treat after category images processes, the picture quality of picture in target face phylogenetic group can also be calculated, facilitate and follow-up picture in target face phylogenetic group to be screened.And during calculating chart tablet quality, the picture feature extracted from picture, such as, face pixel size, face sharpness and picture saturation degree etc., then obtain the weight that each picture is corresponding, the weight that each picture feature is corresponding with each picture feature is multiplied, obtain multiple first numerical value, multiple first numerical value is added, obtains second value, second value is normalized, obtains the picture quality of this picture.
In addition, if when a pictures comprises multiple face, now, need to calculate a picture quality respectively for different faces, such as, when multiple people takes a group photo, it is more concentrated that somebody claps, and somebody is out-of-focus, so for different faces, this picture quality is different.
In step 203, according to the pictorial information of picture in photograph album formation condition and target face phylogenetic group, screen picture in target face phylogenetic group, obtain alternative face phylogenetic group, alternative face phylogenetic group comprises the picture meeting photograph album formation condition.
The operation that this step obtains alternative face phylogenetic group can be: according to the pictorial information of picture in photograph album formation condition and target face phylogenetic group, screen picture in target face phylogenetic group, obtain multiple first face phylogenetic group; The plurality of first face phylogenetic group is shown; When receiving the selection instruction at least one the first face phylogenetic group in the plurality of first face phylogenetic group, by this, at least one first face phylogenetic group is defined as alternative face phylogenetic group.
Because the picture in target face phylogenetic group may comprise the picture of shooting of multiple time period, such as, the picture comprising 2012,2013 and take for 2014, so, according to the pictorial information of picture in photograph album formation condition and target face phylogenetic group, to when picture screens in target face phylogenetic group, multiple first face phylogenetic group may be obtained.In order to ensure that the final target face photograph album generated meets the demand of user, in the disclosed embodiments, the plurality of first face phylogenetic group is shown, user is selected from the plurality of first face phylogenetic group, thus make the effect of the target face photograph album of generation better, more meet the demand of user.
It should be noted that, the above-mentioned pictorial information mentioned can comprise picture shooting time, picture shooting place, picture quality and picture direction etc., and disclosure embodiment is not specifically limited this.In addition, the picture in alternative face phylogenetic group not necessarily must meet the full terms in photograph album formation condition, can meet at least one condition in photograph album formation condition.
In above-mentioned steps 201, mention photograph album formation condition can comprise the picture shooting time period and wait to select picture number, different periods is positioned in order to make the picture in the final target face photograph album generated, what terminal can comprise according to photograph album formation condition treats selection picture number, the picture shooting time period that photograph album formation condition comprises is divided, obtains multiple sub-time period.And according to the plurality of sub-time period, alternative face phylogenetic group is divided into the alternative face phylogenetic group of multiple son, the plurality of son alternative face phylogenetic group and multiple sub-time period one_to_one corresponding.
In step 204, according to the optimal conditions preset, according to the optimization algorithm with random character, from the alternative face phylogenetic group of multiple sons that this alternative face phylogenetic group comprises, select a pictures respectively, obtain multiple first pictures, default optimal conditions comprise select to be in different shooting time section and spot for photography picture, select picture clarity to be greater than picture and the picture of select target face in picture centre position of predetermined threshold value.
According to the optimization algorithm with random character, multiple first pictures chosen meet default optimal conditions, namely, multiple first pictures are in different shooting time section and spot for photography, the picture clarity of multiple the first pictures is all greater than the picture of predetermined threshold value, and the target face in multiple first pictures is all in the centre position of picture.The target face photograph album that such guarantee finally generates has memory character, and picture effect in photograph album is better.
In the disclosed embodiments, the optimization algorithm with random character can be genetic algorithm, and certainly, can also be other algorithm, disclosure embodiment be not specifically limited this.In addition, the optimal conditions preset not only can comprise above-mentioned listed condition, can also comprise other optimal conditions, such as, selects the direction of photo to be that longitudinally disclosure embodiment is not specifically limited equally to this.
In step 205, create new folder, this new folder comprises multiple default photograph album template.
After terminal selects multiple first pictures, determine to get the picture in target face photograph album, now, the number waiting to select picture number or the first picture that terminal can comprise according to photograph album formation condition, from the default photograph album template stored, obtain multiple default photograph album template, and create new folder.
In step 206, when when this, the size of multiple the first pictures is all not equal to the size of default photograph album template, according to the size of the multiple default photograph album template in this new folder, to this, multiple first pictures carry out cutting respectively, obtain multiple second pictures.
The size of the multiple default photograph album template that new folder comprises may be different, so, before to this, multiple first pictures carry out cutting, need for these multiple first pictures default photograph album template of Stochastic choice one respectively, then, according to the size of often opening default photograph album template corresponding to the first picture, carry out cutting to often opening the first picture respectively.
In addition, for arbitrary first picture in multiple first pictures, when cutting is carried out to this first picture, if the size of this first picture is greater than the size of default photograph album template corresponding to this first picture and this first picture also comprises other faces except target face, then according to the size of default photograph album template corresponding to this first picture, other faces in this first picture are cropped, obtains target face fragment, target face fragment is defined as second picture.
In step 207, multiple second pictures are filled into respectively in multiple default photograph album template, obtain target face photograph album.
Further, according to alternative face phylogenetic group, after generating target face photograph album, if when user is unsatisfied with certain pictures in this target face photograph album, user can to the replacement instruction of terminal submission to this pictures, when terminal receives the replacement instruction to the designated pictures in target face photograph album, determine the alternative face phylogenetic group of the son at designated pictures place; From the alternative face phylogenetic group of the son determined, obtain the replacement picture that designated pictures is corresponding; This designated pictures in target face photograph album is replaced with this replacement picture.
Wherein, from the alternative face phylogenetic group of the son determined, when obtaining replacement picture corresponding to designated pictures, can from the picture that this sub alternative face phylogenetic group comprises, obtain other pictures except designated pictures except, and from other pictures Stochastic choice one pictures as replacing picture.Certainly, can also position etc. residing for the picture clarity of other pictures, target face, from other pictures, select a pictures as replacement picture, disclosure embodiment is not specifically limited this.
Alternatively, in another exemplary embodiment of the present disclosure, if when user is unsatisfied with certain pictures in this target face photograph album, terminal can be replaced this designated pictures according to said method, certainly, terminal can also again according to the optimal conditions preset, according to the optimization algorithm with random character, from the alternative face phylogenetic group of multiple sons that alternative face phylogenetic group comprises, select a pictures respectively, obtain multiple first pictures, then, re-execute step 206 and step 207, regenerate target face photograph album.
Further, after generation target face photograph album, user can also add some descriptive words etc. in this target face photograph album, makes the picture effect of target face photograph album better abundant, various.
It should be noted that, in the disclosed embodiments, the form that represents of target face photograph album can be photograph album pattern and picture mosaic pattern, and certainly, can also be animation style, disclosure embodiment be not specifically limited this.
In the disclosed embodiments, when receiving photograph album and generating instruction, according to the target signature that this photograph album generation instruction is carried, treat category images and process, obtain target face phylogenetic group.Then, then generate the pictorial information of picture in the photograph album formation condition that carries of instruction and target face cluster according to photograph album, the picture in target face phylogenetic group is screened, obtains alternative face phylogenetic group.Finally, according to the picture in alternative face phylogenetic group, generate target face photograph album.In the process generating target face photograph album, manually treat category images without the need to user to screen, and manually generate photograph album according to the picture screened without the need to user, that terminal automatically generates photograph album completely, decrease the time and cost that generate photograph album, and then improve the efficiency generating photograph album.
Fig. 3 is a kind of device block diagram generating photograph album according to an exemplary embodiment.With reference to Fig. 3, this device comprises receiver module 301, processing module 302, screening module 303 and generation module 304.
Receiver module 301, generate instruction for receiving photograph album, photograph album generates instruction and carries target signature and photograph album formation condition;
Processing module 302, for according to target signature, treats category images and processes, and obtains target face phylogenetic group, and target face phylogenetic group comprises the picture with target signature;
Screening module 303, for the pictorial information according to picture in photograph album formation condition and target face phylogenetic group, screen picture in target face phylogenetic group, obtain alternative face phylogenetic group, alternative face phylogenetic group comprises the picture meeting photograph album formation condition;
Generation module 304, for according to alternative face phylogenetic group, generates target face photograph album.
Alternatively, screen module 303 to comprise:
Screening unit, for the pictorial information according to picture in photograph album formation condition and target face phylogenetic group, screens picture in target face phylogenetic group, obtains multiple first face phylogenetic group;
Display unit, for showing multiple first face phylogenetic group;
Determining unit, for when receiving the selection instruction at least one the first face phylogenetic group in multiple first face phylogenetic group, by this, at least one first face phylogenetic group is defined as alternative face phylogenetic group.
Alternatively, alternative face phylogenetic group comprises the alternative face phylogenetic group of multiple son, and the plurality of son alternative face phylogenetic group and multiple sub-time period one_to_one corresponding, the plurality of sub-time period selects picture number according to waiting of comprising of photograph album formation condition, and the picture shooting time period comprised photograph album formation condition carries out division and obtains;
Correspondingly, generation module 304 comprises:
Selection unit, for the optimal conditions that basis is preset, according to the optimization algorithm with random character, from the alternative face phylogenetic group of the plurality of son, select a pictures respectively, obtain multiple first pictures, default optimal conditions comprise select to be in different shooting time section and spot for photography picture, select picture clarity to be greater than picture and the picture of select target face in picture centre position of predetermined threshold value;
Creating unit, for creating new folder, this new folder comprises multiple default photograph album template;
Cutting unit, for when the size of multiple the first pictures is all not equal to the size of default photograph album template, according to the size of default photograph album template multiple in this new folder, carries out cutting respectively to multiple first pictures, obtains multiple second pictures;
Filler cells, for being filled into respectively by multiple second pictures in multiple default photograph album template, obtains target face photograph album.
Alternatively, this device also comprises:
Determination module, for when receiving the replacement instruction to the designated pictures in target face photograph album, determines the alternative face phylogenetic group of the son at designated pictures place;
Acquisition module, for from the alternative face phylogenetic group of the son determined, obtains the replacement picture that designated pictures is corresponding;
Replacement module, for replacing with this replacement picture by designated pictures in target face photograph album.
Alternatively, processing module 302 comprises:
Face identification unit, carrying out recognition of face for treating category images, obtaining the first picture set, the first picture set comprises the face picture in picture to be sorted;
Extraction unit, in multiple face picture from the first picture set, extracts the face characteristic often opening face picture respectively;
Cluster cell, for the face characteristic according to target signature and multiple face picture, carries out cluster to these multiple face picture, obtains target face phylogenetic group.
Alternatively, cluster cell comprises:
Cluster subelement, for the face characteristic according to multiple face picture, carries out cluster to multiple face picture, obtains multiple face phylogenetic group;
Screening subelement, for according to target signature, screens the plurality of face phylogenetic group, obtains target face phylogenetic group.
In the disclosed embodiments, when receiving photograph album and generating instruction, according to the target signature that this photograph album generation instruction is carried, treat category images and process, obtain target face phylogenetic group.Then, then generate the pictorial information of picture in the photograph album formation condition that carries of instruction and target face cluster according to photograph album, the picture in target face phylogenetic group is screened, obtains alternative face phylogenetic group.Finally, according to the picture in alternative face phylogenetic group, generate target face photograph album.In the process generating target face photograph album, manually treat category images without the need to user to screen, and manually generate photograph album according to the picture screened without the need to user, that terminal automatically generates photograph album completely, decrease the time and cost that generate photograph album, and then improve the efficiency generating photograph album.
About the device in above-described embodiment, wherein the concrete mode of modules executable operations has been described in detail in about the embodiment of the method, will not elaborate explanation herein.
Fig. 4 is the block diagram of a kind of device 400 for generating photograph album according to an exemplary embodiment.Such as, device 400 can be mobile phone, computing machine, digital broadcast terminal, messaging devices, game console, tablet device, Medical Devices, body-building equipment, personal digital assistant etc.
With reference to Fig. 4, device 400 can comprise following one or more assembly: processing components 402, storer 404, power supply module 406, multimedia groupware 408, audio-frequency assembly 410, the interface 412 of I/O (I/O), sensor module 414, and communications component 416.
The integrated operation of the usual control device 400 of processing components 402, such as with display, call, data communication, camera operation and record operate the operation be associated.Treatment element 402 can comprise one or more processor 420 to perform instruction, to complete all or part of step of above-mentioned method.In addition, processing components 402 can comprise one or more module, and what be convenient between processing components 402 and other assemblies is mutual.Such as, processing element 402 can comprise multi-media module, mutual with what facilitate between multimedia groupware 408 and processing components 402.
Storer 404 is configured to store various types of data to be supported in the operation of equipment 400.The example of these data comprises for any application program of operation on device 400 or the instruction of method, contact data, telephone book data, message, picture, video etc.Storer 404 can be realized by the volatibility of any type or non-volatile memory device or their combination, as static RAM (SRAM), Electrically Erasable Read Only Memory (EEPROM), Erasable Programmable Read Only Memory EPROM (EPROM), programmable read only memory (PROM), ROM (read-only memory) (ROM), magnetic store, flash memory, disk or CD.
The various assemblies that electric power assembly 406 is device 400 provide electric power.Electric power assembly 406 can comprise power-supply management system, one or more power supply, and other and the assembly generating, manage and distribute electric power for device 400 and be associated.
Multimedia groupware 408 is included in the screen providing an output interface between described device 400 and user.In certain embodiments, screen can comprise liquid crystal display (LCD) and touch panel (TP).If screen comprises touch panel, screen may be implemented as touch-screen, to receive the input signal from user.Touch panel comprises one or more touch sensor with the gesture on sensing touch, slip and touch panel.Described touch sensor can the border of not only sensing touch or sliding action, but also detects the duration relevant to described touch or slide and pressure.In certain embodiments, multimedia groupware 408 comprises a front-facing camera and/or post-positioned pick-up head.When equipment 400 is in operator scheme, during as screening-mode or video mode, front-facing camera and/or post-positioned pick-up head can receive outside multi-medium data.Each front-facing camera and post-positioned pick-up head can be fixing optical lens systems or have focal length and optical zoom ability.
Audio-frequency assembly 410 is configured to export and/or input audio signal.Such as, audio-frequency assembly 410 comprises a microphone (MIC), and when device 400 is in operator scheme, during as call model, logging mode and speech recognition mode, microphone is configured to receive external audio signal.The sound signal received can be stored in storer 404 further or be sent via communications component 416.In certain embodiments, audio-frequency assembly 410 also comprises a loudspeaker, for output audio signal.
I/O interface 412 is for providing interface between processing components 402 and peripheral interface module, and above-mentioned peripheral interface module can be keyboard, some striking wheel, button etc.These buttons can include but not limited to: home button, volume button, start button and locking press button.
Sensor module 414 comprises one or more sensor, for providing the state estimation of various aspects for device 400.Such as, sensor module 414 can detect the opening/closing state of equipment 400, the relative positioning of assembly, such as described assembly is display and the keypad of device 400, the position of all right pick-up unit 400 of sensor module 414 or device 400 1 assemblies changes, the presence or absence that user contacts with device 400, the temperature variation of device 400 orientation or acceleration/deceleration and device 400.Sensor module 414 can comprise proximity transducer, be configured to without any physical contact time detect near the existence of object.Sensor module 414 can also comprise optical sensor, as CMOS or CCD photo sensor, for using in imaging applications.In certain embodiments, this sensor module 414 can also comprise acceleration transducer, gyro sensor, Magnetic Sensor, pressure transducer or temperature sensor.
Communications component 416 is configured to the communication being convenient to wired or wireless mode between device 400 and other equipment.Device 400 can access the wireless network based on communication standard, as WiFi, 2G or 3G, or their combination.In one exemplary embodiment, communication component 416 receives from the broadcast singal of external broadcasting management system or broadcast related information via broadcast channel.In one exemplary embodiment, described communication component 416 also comprises near-field communication (NFC) module, to promote junction service.Such as, can based on radio-frequency (RF) identification (RFID) technology in NFC module, Infrared Data Association (IrDA) technology, ultra broadband (UWB) technology, bluetooth (BT) technology and other technologies realize.
In the exemplary embodiment, device 400 can be realized, for performing said method by one or more application specific integrated circuit (ASIC), digital signal processor (DSP), digital signal processing appts (DSPD), programmable logic device (PLD) (PLD), field programmable gate array (FPGA), controller, microcontroller, microprocessor or other electronic components.
In the exemplary embodiment, additionally provide a kind of non-transitory computer-readable recording medium comprising instruction, such as, comprise the storer 404 of instruction, above-mentioned instruction can perform said method by the processor 420 of device 400.Such as, described non-transitory computer-readable recording medium can be ROM, random access memory (RAM), CD-ROM, tape, floppy disk and optical data storage devices etc.
A kind of non-transitory computer-readable recording medium, when the instruction in described storage medium is performed by the processor of mobile terminal, make mobile terminal can perform a kind of method generating photograph album, described method comprises:
Receive photograph album and generate instruction, this photograph album generates instruction and carries target signature and photograph album formation condition;
According to target signature, treat category images and process, obtain target face phylogenetic group, target face phylogenetic group comprises the picture with target signature;
According to the pictorial information of picture in photograph album formation condition and target face phylogenetic group, screen picture in target face phylogenetic group, obtain alternative face phylogenetic group, alternative face phylogenetic group comprises the picture meeting photograph album formation condition;
According to alternative face phylogenetic group, generate target face photograph album.
Alternatively, according to the pictorial information of picture in photograph album formation condition and target face phylogenetic group, picture in target face phylogenetic group is screened, obtains alternative face phylogenetic group, comprising:
According to the pictorial information of picture in photograph album formation condition and target face phylogenetic group, picture in target face phylogenetic group is screened, obtain multiple first face phylogenetic group;
The plurality of first face phylogenetic group is shown;
When receiving the selection instruction at least one the first face phylogenetic group in the plurality of first face phylogenetic group, by this, at least one first face phylogenetic group is defined as alternative face phylogenetic group.
Alternatively, alternative face phylogenetic group comprises the alternative face phylogenetic group of multiple son, and multiple son alternative face phylogenetic group and multiple sub-time period one_to_one corresponding, the plurality of sub-time period selects picture number according to waiting of comprising of photograph album formation condition, and the picture shooting time period comprised photograph album formation condition carries out division and obtains;
Correspondingly, according to alternative face phylogenetic group, generate target face photograph album, comprising:
According to the optimal conditions preset, according to the optimization algorithm with random character, from the alternative face phylogenetic group of the plurality of son, select a pictures respectively, obtain multiple first pictures, default optimal conditions comprise select to be in different shooting time section and spot for photography picture, select picture clarity to be greater than picture and the picture of select target face in picture centre position of predetermined threshold value;
Create new folder, this new folder comprises multiple default photograph album template;
When the size of multiple the first pictures is all not equal to the size of default photograph album template, according to the size of the multiple default photograph album template in new folder, to this, multiple first pictures carry out cutting respectively, obtain multiple second pictures;
These multiple second pictures are filled in multiple default photograph album template respectively, obtain target face photograph album.
Alternatively, according to alternative face phylogenetic group, after generating target face photograph album, also comprise:
When receiving the replacement instruction to the designated pictures in target face photograph album, determine the alternative face phylogenetic group of the son at designated pictures place;
From the alternative face phylogenetic group of the son determined, obtain the replacement picture that designated pictures is corresponding;
Designated pictures in target face photograph album is replaced with replacement picture.
Alternatively, according to target signature, treat category images and process, obtain target face phylogenetic group, comprising:
Treat category images and carry out recognition of face, obtain the first picture set, the first picture set comprises the face picture in picture to be sorted;
From multiple face picture of the first picture set, extract the face characteristic often opening face picture respectively;
According to the face characteristic of target signature with multiple face picture, cluster is carried out to multiple face picture, obtains target face phylogenetic group.
Alternatively, according to the face characteristic of target signature with multiple face picture, cluster is carried out to multiple face picture, obtains target face phylogenetic group, comprising:
According to the face characteristic of multiple face picture, cluster is carried out to multiple face picture, obtain multiple face phylogenetic group;
According to target signature, multiple face phylogenetic group is screened, obtain target face phylogenetic group.
In the disclosed embodiments, when receiving photograph album and generating instruction, according to the target signature that this photograph album generation instruction is carried, treat category images and process, obtain target face phylogenetic group.Then, then generate the pictorial information of picture in the photograph album formation condition that carries of instruction and target face cluster according to photograph album, the picture in target face phylogenetic group is screened, obtains alternative face phylogenetic group.Finally, according to the picture in alternative face phylogenetic group, generate target face photograph album.In the process generating target face photograph album, manually treat category images without the need to user to screen, and manually generate photograph album according to the picture screened without the need to user, that terminal automatically generates photograph album completely, decrease the time and cost that generate photograph album, and then improve the efficiency generating photograph album.
Those skilled in the art, at consideration instructions and after putting into practice invention disclosed herein, will easily expect other embodiment of the present invention.The application is intended to contain any modification of the present invention, purposes or adaptations, and these modification, purposes or adaptations are followed general principle of the present invention and comprised the undocumented common practise in the art of the disclosure or conventional techniques means.Instructions and embodiment are only regarded as exemplary, and true scope of the present invention and spirit are pointed out by claim below.
Should be understood that, the present invention is not limited to precision architecture described above and illustrated in the accompanying drawings, and can carry out various amendment and change not departing from its scope.Scope of the present invention is only limited by appended claim.

Claims (13)

1. generate a method for photograph album, it is characterized in that, described method comprises:
Receive photograph album and generate instruction, described photograph album generates instruction and carries target signature and photograph album formation condition;
According to described target signature, treat category images and process, obtain target face phylogenetic group, described target face phylogenetic group comprises the picture with described target signature;
According to the pictorial information of picture in described photograph album formation condition and described target face phylogenetic group, picture in described target face phylogenetic group is screened, obtain alternative face phylogenetic group, described alternative face phylogenetic group comprises the picture meeting described photograph album formation condition;
According to described alternative face phylogenetic group, generate target face photograph album.
2. method according to claim 1, is characterized in that, the described pictorial information according to picture in described photograph album formation condition and described target face phylogenetic group, screens, obtain alternative face phylogenetic group, comprising picture in described target face phylogenetic group:
According to the pictorial information of picture in described photograph album formation condition and described target face phylogenetic group, picture in described target face phylogenetic group is screened, obtains multiple first face phylogenetic group;
Described multiple first face phylogenetic group is shown;
When receiving the selection instruction at least one the first face phylogenetic group in described multiple first face phylogenetic group, at least one first face phylogenetic group described is defined as alternative face phylogenetic group.
3. method according to claim 1 and 2, it is characterized in that, described alternative face phylogenetic group comprises the alternative face phylogenetic group of multiple son, and described multiple son alternative face phylogenetic group and multiple sub-time period one_to_one corresponding, described multiple sub-time period selects picture number according to waiting of comprising of described photograph album formation condition, and the picture shooting time period comprised described photograph album formation condition carries out division and obtains;
Correspondingly, described according to described alternative face phylogenetic group, generate target face photograph album, comprising:
According to the optimal conditions preset, according to the optimization algorithm with random character, from the alternative face phylogenetic group of described multiple son, select a pictures respectively, obtain multiple first pictures, described default optimal conditions comprise select to be in different shooting time section and spot for photography picture, select picture clarity to be greater than picture and the picture of select target face in picture centre position of predetermined threshold value;
Create new folder, described new folder comprises multiple default photograph album template;
When the size of multiple the first pictures described is all not equal to the size of default photograph album template, according to the size of described multiple default photograph album template, respectively cutting is carried out to multiple first pictures described, obtains multiple second pictures;
Multiple second pictures described are filled into respectively in described multiple default photograph album template, obtain target face photograph album.
4. method according to claim 3, is characterized in that, described according to described alternative face phylogenetic group, after generating target face photograph album, also comprises:
When receiving the replacement instruction to the designated pictures in described target face photograph album, determine the alternative face phylogenetic group of the son at described designated pictures place;
From the alternative face phylogenetic group of the son determined, obtain the replacement picture that described designated pictures is corresponding;
Designated pictures described in described target face photograph album is replaced with described replacement picture.
5. method according to claim 1, is characterized in that, described according to described target signature, treats category images and processes, and obtains target face phylogenetic group, comprising:
Treat category images and carry out recognition of face, obtain the first picture set, described first picture set comprises the face picture in described picture to be sorted;
From multiple face picture of the first picture set, extract the face characteristic often opening face picture respectively;
According to the face characteristic of described target signature and multiple face picture described, cluster is carried out to multiple face picture described, obtains target face phylogenetic group.
6. method according to claim 5, is characterized in that, the described face characteristic according to described target signature and multiple face picture described, carries out cluster, obtain target face phylogenetic group, comprising multiple face picture described:
According to the face characteristic of multiple face picture described, cluster is carried out to multiple face picture described, obtain multiple face phylogenetic group;
According to described target signature, described multiple face phylogenetic group is screened, obtains target face phylogenetic group.
7. generate a device for photograph album, it is characterized in that, described device comprises:
Receiver module, generate instruction for receiving photograph album, described photograph album generates instruction and carries target signature and photograph album formation condition;
Processing module, for according to described target signature, treats category images and processes, and obtains target face phylogenetic group, and described target face phylogenetic group comprises the picture with described target signature;
Screening module, for the pictorial information according to picture in described photograph album formation condition and described target face phylogenetic group, screen picture in described target face phylogenetic group, obtain alternative face phylogenetic group, described alternative face phylogenetic group comprises the picture meeting described photograph album formation condition;
Generation module, for according to described alternative face phylogenetic group, generates target face photograph album.
8. device according to claim 7, is characterized in that, described screening module comprises:
Screening unit, for the pictorial information according to picture in described photograph album formation condition and described target face phylogenetic group, screens picture in described target face phylogenetic group, obtains multiple first face phylogenetic group;
Display unit, for showing described multiple first face phylogenetic group;
Determining unit, for when receiving the selection instruction at least one the first face phylogenetic group in described multiple first face phylogenetic group, is defined as alternative face phylogenetic group by least one first face phylogenetic group described.
9. the device according to claim 7 or 8, it is characterized in that, described alternative face phylogenetic group comprises the alternative face phylogenetic group of multiple son, and described multiple son alternative face phylogenetic group and multiple sub-time period one_to_one corresponding, described multiple sub-time period selects picture number according to waiting of comprising of described photograph album formation condition, and the picture shooting time period comprised described photograph album formation condition carries out division and obtains;
Correspondingly, described generation module comprises:
Selection unit, for the optimal conditions that basis is preset, according to the optimization algorithm with random character, from the alternative face phylogenetic group of described multiple son, select a pictures respectively, obtain multiple first pictures, described default optimal conditions comprise select to be in different shooting time section and spot for photography picture, select picture clarity to be greater than picture and the picture of select target face in picture centre position of predetermined threshold value;
Creating unit, for creating new folder, described new folder comprises multiple default photograph album template;
Cutting unit, for when the size of multiple the first pictures described is all not equal to the size of default photograph album template, according to the size of described multiple default photograph album template, carries out cutting respectively to multiple first pictures described, obtains multiple second pictures;
Filler cells, for being filled into respectively by multiple second pictures described in described multiple default photograph album template, obtains target face photograph album.
10. device according to claim 9, is characterized in that, described device also comprises:
Determination module, for when receiving the replacement instruction to the designated pictures in described target face photograph album, determines the alternative face phylogenetic group of the son at described designated pictures place;
Acquisition module, for from the alternative face phylogenetic group of the son determined, obtains the replacement picture that described designated pictures is corresponding;
Replacement module, for replacing with described replacement picture by designated pictures described in described target face photograph album.
11. devices according to claim 7, is characterized in that, described processing module comprises:
Face identification unit, carrying out recognition of face for treating category images, obtaining the first picture set, and described first picture set comprises the face picture in described picture to be sorted;
Extraction unit, in multiple face picture from the first picture set, extracts the face characteristic often opening face picture respectively;
Cluster cell, for the face characteristic according to described target signature and multiple face picture described, carries out cluster to multiple face picture described, obtains target face phylogenetic group.
12. devices according to claim 11, is characterized in that, described cluster cell comprises:
Cluster subelement, for the face characteristic according to multiple face picture described, carries out cluster to multiple face picture described, obtains multiple face phylogenetic group;
Screening subelement, for according to described target signature, screens described multiple face phylogenetic group, obtains target face phylogenetic group.
13. 1 kinds of devices generating photograph album, it is characterized in that, described device comprises:
Processor;
For the storer of storage of processor executable instruction;
Wherein, described processor is configured to:
Receive photograph album and generate instruction, described photograph album generates instruction and carries target signature and photograph album formation condition;
According to described target signature, treat category images and process, obtain target face phylogenetic group, described target face phylogenetic group comprises the picture with described target signature;
According to the pictorial information of picture in described photograph album formation condition and described target face phylogenetic group, picture in described target face phylogenetic group is screened, obtain alternative face phylogenetic group, described alternative face phylogenetic group comprises the picture meeting described photograph album formation condition;
According to described alternative face phylogenetic group, generate target face photograph album.
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