CN106503262A - Social face memory recognition methodss and device - Google Patents
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- CN106503262A CN106503262A CN201611048236.8A CN201611048236A CN106503262A CN 106503262 A CN106503262 A CN 106503262A CN 201611048236 A CN201611048236 A CN 201611048236A CN 106503262 A CN106503262 A CN 106503262A
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- 238000000034 method Methods 0.000 title claims abstract description 41
- 230000001815 facial effect Effects 0.000 claims abstract description 88
- 238000000605 extraction Methods 0.000 claims description 6
- 230000008878 coupling Effects 0.000 claims description 3
- 238000010168 coupling process Methods 0.000 claims description 3
- 238000005859 coupling reaction Methods 0.000 claims description 3
- 230000000694 effects Effects 0.000 abstract description 22
- 238000004891 communication Methods 0.000 abstract description 5
- 239000013598 vector Substances 0.000 description 10
- 230000008569 process Effects 0.000 description 5
- 238000005516 engineering process Methods 0.000 description 3
- 210000001508 eye Anatomy 0.000 description 3
- 210000003128 head Anatomy 0.000 description 3
- 238000001514 detection method Methods 0.000 description 2
- 238000002372 labelling Methods 0.000 description 2
- 230000008901 benefit Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 210000005252 bulbus oculi Anatomy 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 230000009931 harmful effect Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
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- 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
- G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
Abstract
The present invention relates to a kind of social face memory recognition methodss and device, the method, including：Gather the facial image of target to be measured；The facial image is mated with every face template image in presupposed information storehouse, the presupposed information storehouse includes multiple face template images, every face template image has information labels associated with it, and described information label at least includes the name of the personage in the face template image, identity, time before this with user's met, place, at least one in matters；When certain the face template image in the facial image and presupposed information storehouse carries out that the match is successful, information labels associate with certain face template image described are obtained, and according to described information label the first information of output.The social face memory recognition methodss for providing according to embodiments of the present invention and device, may remind the user that various information of people of current meeting etc., are easy to user be smoothed out communication exchange, realize accessible social activity.
Description
Technical field
The present invention relates to technical field of image processing, more particularly to a kind of social face memory recognition methodss and device.
Background technology
The dealings of person to person in society, be people by way of certain (instrument) transmission information, rap off
Consciousness, to reach the social Activities of certain purpose.The change of current era, economy and social environment is caused between men
Contacts seem more important.
However, during social activity, some people daily may from multiple different peoples in different location because different matters
And meet, due to the large contingent that meets in the short time, so, often for some of met do not have too not deep print
As, and then occur in that the name for having forgotten these people, even the scene of met, matters etc., and ought again with these people
When meeting, if other side's name can not be remembered, the even essential information of last time met, then during social activity
Seem and other side is disrespected, oneself can also feel awkward, thus, harmful effect be caused to social activity.
Content of the invention
It is contemplated that at least solving one of technical problem in correlation technique to a certain extent.For this purpose, the present invention
One purpose is to propose a kind of social face memory recognition methodss that can remind user during social activity.
Further object is that proposing a kind of social face remembers identifying device.
For achieving the above object, the social face memory recognition methodss of the embodiment of one side of the invention, including：
Gather the facial image of target to be measured；
The facial image is mated with every face template image in presupposed information storehouse, the presupposed information storehouse
Include that multiple face template images, every face template image have information labels associated with it, described information label is extremely
Include less the name of personage in the face template image, identity, the time before this with user's met,
At least one in point, matters；
When certain the face template image in the facial image and presupposed information storehouse carries out that the match is successful, obtain and institute
The information labels of certain face template image association are stated, and the first information is exported according to described information label.
On the other hand, the social face memory identifying device for being provided according to second aspect embodiment of the present invention, including：
Collecting unit, for gathering the facial image of target to be measured；
Recognition unit, for the facial image is mated with every face template image in presupposed information storehouse,
The presupposed information storehouse includes that multiple face template images, every face template image have information labels associated with it,
Described information label is at least included the name of the personage in the face template image, identity, is seen with user before this
Cross time in face, place, at least one in matters；
Reminding unit, for being mated into certain in presupposed information storehouse face template image when the facial image
During work(, the information labels associated with certain face template image described are obtained, and is pointed out according to described information label output first
Information.
The social face memory recognition methodss for providing according to embodiments of the present invention and device, during social activity, Ke Yitong
The facial image for gathering target to be measured is crossed, then the facial image is carried out with every face template image in presupposed information storehouse
Coupling, when certain the face template image in the facial image and presupposed information storehouse carries out that the match is successful, obtain with described
The information labels of certain face template image association, and the first information is exported according to described information label, thus, can carry
Various information of people that awake user currently meets etc., are easy to user be smoothed out communication exchange, realize accessible social activity.
Description of the drawings
Fig. 1 is the flow chart that one embodiment of the invention social activity face remembers recognition methodss；
Fig. 2 is the flow chart that another embodiment of the present invention social activity face remembers recognition methodss；
Fig. 3 is the flow chart of step S102 in embodiment of the present invention social activity face memory recognition methodss；
Fig. 4 is the flow chart that further embodiment of this invention social activity face remembers recognition methodss；
Fig. 5 is the flow chart that further embodiment of this invention social activity face remembers recognition methodss；
Fig. 6 is the structural representation that embodiment of the present invention social activity face remembers identifying device；
Fig. 7 is the structural representation of recognition unit in embodiment of the present invention social activity face memory identifying device.
The realization of the object of the invention, functional characteristics and advantage will be described further in conjunction with the embodiments referring to the drawings.
Specific embodiment
Embodiments of the invention are described below in detail, the example of the embodiment is shown in the drawings, wherein from start to finish
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, is only used for explaining the present invention, and is not considered as limiting the invention.
With reference to shown in Fig. 1, Fig. 1 shows that a kind of social face provided in an embodiment of the present invention remembers one kind of recognition methodss
Flow process is realized, for the ease of description, the part related to the embodiment of the present invention is illustrate only.Specifically, the social face memory
Recognition methodss, comprise the following steps：
S101, the facial image for gathering target to be measured.
Specifically, user is when being met with meeter, and the first-class device of the shooting that can be carried by user is adopted
The facial image of collection meeter, the meeter are target to be measured.It is understood that in a particular application, the social face
Memory recognition methodss can execute realization by wearable device, and the wearable device can be worn on the body of user, and photographic head
As a wearable device part, and then the facial image of meeter conveniently can be shot with meeter when user meets.
In this step, Face datection and location technology can be adopted, it is ensured that collect be the image comprising face or
Person's photo, and eliminate unrelated with face head portrait region in original image or photo, it is to avoid view data or photograph
In piece, the unrelated region of facial image is obscured to recognition of face, improves precision, speed and the success rate of recognition of face.
S102, the facial image is mated with every face template image in presupposed information storehouse, described default
Information bank includes that multiple face template images, every face template image have information labels associated with it, described information
Label at least include the name of the personage in the face template image, the time before this with user's met,
At least one in point, matters.
That is, user needs to pre-build presupposed information storehouse, specifically, user is when meeting by shooting first time
The facial image of first-class collection meeter, and the facial image is entered after edlin labeling as face template image, for example
By the name of personage, the time of first meeting, place, matters etc. in the labelling face template image, and by these names, just
The time of secondary meeting, place, matters are associated equal to the facial image, and then form the letter associated with the face template image
Breath label.And when again meet when, by photographic head gather meeter facial image, and by the facial image of meeter with pre-
If the face template image in information bank carries out Auto-matching identification.
S103, when the face template image of certain in the facial image and presupposed information storehouse carries out that the match is successful, obtain
The information labels associated with certain face template image described are taken, and the first information is exported according to described information label.Institute
State name of first information comprising the personage in the face template image, before this with user's met when
Between, place, at least one in matters.
In other words, if the facial image of current collection can be with a face template images match in presupposed information storehouse
Success, then transfer the information labels that the face template image that the match is successful is associated, further according to information labels output first
Information, such as " other side is XX (name and/or identity), and last time face time is XX, and place is XX ", thus, user is
Would know that the various relevant informations of current meeter, according to relevant information can remember in time social scene before this,
Matters etc..
It is understood that the first information can be information of voice prompt, or problem clew information etc..
The social face memory recognition methodss for providing according to embodiments of the present invention, during social activity, can pass through collection
The facial image of target to be measured, then the facial image is mated with every face template image in presupposed information storehouse,
When certain the face template image in the facial image and presupposed information storehouse carries out that the match is successful, obtain and certain people described
The information labels of face template image association, and the first information is exported according to described information label, thus, may remind the user that
Various information of people of current meeting etc., are easy to user be smoothed out communication exchange, realize accessible social activity.
With reference to shown in Fig. 2, in one embodiment of the invention, the social face memory recognition methodss can also include：
S104, carry out exporting when it fails to match when the face template image of certain in the facial image and presupposed information storehouse
Second information, second information are new face in order to remind the personage in the facial image.
If that is, the facial image of current collection can be with a face template image in presupposed information storehouse
With failure, then illustrate that current meeter is recorded for first meeting or not, then export the second information, and for example " sorry, do not have
Have the relevant information of other side ", thus, user would know that current meeter for new face, thus, it is convenient to user and determines correctly
Social mode, such as inquiry other side's name etc..
With reference to shown in Fig. 3, in one embodiment of the invention, step S102 can include：
S1021, the feature for extracting key point from the facial image of collection, and given birth to according to the feature of the key point
Feature into the facial image.
Key point in facial image is determined, such as, around the key point of face eyes, nose, face etc., pass through
The feature that these key point positions of Detection and Extraction are carried out to these key points in facial image, the feature of each key point can be with
Represented by characteristic vector, the feature of multiple key points connected, will the series connection of multiple characteristic vectors people is obtained
The feature of face image.
S1022, the feature for extracting target critical point corresponding with the key point from the face template image, and root
The feature of every face template image is generated according to the feature of the target critical point.
That is, finding corresponding position, i.e. target in face template image according to the feature of each key point
In key point, such as facial image, key point is eyes, nose, face etc., then corresponding detection eye in face template image
The positions such as eyeball, nose and face, then extract the feature of these target critical points.Corresponding, the feature of each target critical point
Can be represented by characteristic vector, the feature of multiple target critical points is connected, will the series connection of multiple characteristic vectors be
The feature of face template image is obtained.
S1023, the feature of the facial image is compared identification with the feature per the face template image.
Specifically, can pass through to calculate between the characteristic vector of facial image and the characteristic vector of face template image
Vector distance, further according to the matching degree that vector distance calculates the facial image and face template image；Finally, according to described
Matching degree determines whether the coupling is successful, such as when matching degree is more than setting value, it is determined that the facial image and face template
Figure picture in image is with the match is successful.
In the present embodiment, by facial image in corresponding with the face template image target critical point of key point spy
Levy extraction, exactly facial image can be identified, it is to avoid same face template is few and cause to recognize that error rate is high
The problems such as, improve recognition efficiency and accuracy.Additionally, being determined between image by the way of the vector distance between characteristic vector
Matching degree, can improve calculating speed, and then improve recognition efficiency.
With reference to shown in Fig. 4, Fig. 4 shows a kind of the another of social face memory recognition methodss provided in an embodiment of the present invention
Plant and realize flow process, for the ease of description, illustrate only the part related to the embodiment of the present invention.Specifically, the social face note
Recall recognition methodss, comprise the following steps：
S201, the facial image for gathering target to be measured.
S202, the facial image is mated with every face template image in presupposed information storehouse, described default
Information bank includes that multiple face template images, every face template image have information labels associated with it, described information
Label at least include the name of the personage in the face template image, the time before this with user's met,
At least one in point, matters.
S203, when the face template image of certain in the facial image and presupposed information storehouse carries out that the match is successful, obtain
The information labels associated with certain face template image described are taken, and the first information is exported according to described information label.Institute
State name of first information comprising the personage in the face template image, before this with user's met when
Between, place, at least one in matters.
S204, the facial image filing of the same personage that the match is successful is stored to same according to described information label
Position.
When meeting with meeter every time, the facial image of a meeter can be all gathered due to each user, so, the step
In rapid, the facial image of the same personage that can be will identify that is stored to same storage location, thus, user can be right in the later stage
These same persons are carried out checking, are played back in the character image that different time, different location are met, and then help user to recall meeting
The relevant information of face person.
It should be noted that in the embodiment, step S201 to step S203 is identical with Fig. 1 embodiments, and here is no longer gone to live in the household of one's in-laws on getting married
State.
With reference to shown in Fig. 5, in one embodiment of the invention, the social face memory recognition methodss also include：
S205, according to newest meeting and the facial image that the match is successful is updated to described information label.
Specifically, after the facial image storage of the same personage that the match is successful, user can enter edlin arrangement,
For example, it is possible to the time of each meeting, place, matters etc. are identified, and after the completion of editor arranges, the meeting of these facial image marks
Time, place, matters can be updated in information labels as the content of information labels.Thus, upper once meet when, when
After the facial image of collection and face template images match success, the content in the information labels of acquisition contain newest meeting when
Between, place and matters etc., thus, time, place and the matters of newest meeting when sending the first information, can be pointed out
Deng thus, it is possible to easily facilitate the relevant information that user remembers meeter in time, playing more preferable reminding effect.
The social face memory recognition methodss for providing according to embodiments of the present invention, during social activity, can pass through collection
The facial image of target to be measured, then the facial image is mated with every face template image in presupposed information storehouse,
When certain the face template image in the facial image and presupposed information storehouse carries out that the match is successful, obtain and certain people described
The information labels of face template image association, and the first information is exported according to described information label, thus, may remind the user that
Various information of people of current meeting etc., are easy to user be smoothed out communication exchange, realize accessible social activity.
With reference to shown in Fig. 6, Fig. 6 shows that a kind of social face provided in an embodiment of the present invention remembers identifying device 300, is
It is easy to describe, illustrate only the part related to the embodiment of the present invention.Specifically, social face provided in an embodiment of the present invention
Memory identifying device 300, can be used for the social face memory recognition methodss for realizing above-described embodiment, including：
Collecting unit 301, for gathering the facial image of target to be measured；
Recognition unit 302, for carrying out every face template image in the facial image and presupposed information storehouse
Match somebody with somebody, the presupposed information storehouse includes that multiple face template images, every face template image have information mark associated with it
Sign, described information label is at least included the name of the personage in the face template image, met with user before this
The time in face, place, at least one in matters；
Reminding unit 303, is carried out for certain the face template image in the facial image and presupposed information storehouse
When matching somebody with somebody successfully, the information labels associated with certain face template image described are obtained, and according to described information label output first
Information.
In one embodiment of the invention, the reminding unit 303 is additionally operable to：
When certain the face template image in the facial image with presupposed information storehouse carries out exporting second when it fails to match
Information, second information are new face in order to remind the personage in the facial image.
In one embodiment of the invention, also include：
Memory element 304, for returning the facial image of the same personage that the match is successful according to described information label
Shelves are stored to same position.
With reference to shown in Fig. 7, in one embodiment of the invention, the recognition unit 302 can include：
Fisrt feature extraction module 3021, for extracting the feature of key point, and root in the facial image from collection
The feature of the facial image is generated according to the feature of the key point；
Second feature extraction module 3022, from the feature of the face template extracting target from images key point, and according to
The feature of the target critical point generates the feature of every face template image；
Matching module 3033, for carrying out the feature of the facial image with the feature per the face template image
Relatively recognize.
In one embodiment of the invention, also include：
Updating block 305, for according to newest meeting and the facial image that the match is successful enters to described information label
Row updates.
The social face memory identifying device 300 for providing according to embodiments of the present invention, during social activity, can be by adopting
Collect the facial image of target to be measured, then every face template image in the facial image and presupposed information storehouse is carried out
Match somebody with somebody, when certain the face template image in the facial image and presupposed information storehouse carries out that the match is successful, obtain with described certain
The information labels of face template image association are opened, and the first information is exported according to described information label, thus, can remind
Various information of people that user currently meets etc., are easy to user be smoothed out communication exchange, realize accessible social activity.
It should be noted that each embodiment in this specification is described by the way of going forward one by one, each embodiment weight
Point explanation is all difference with other embodiment, between each embodiment identical similar part mutually referring to.
For device or system class embodiment, due to itself and embodiment of the method basic simlarity, so description is fairly simple, related
Part is illustrated referring to the part of embodiment of the method.
Also, it should be noted herein, such as first and second or the like relational terms are used merely to one
Entity or operation are made a distinction with another entity or operation, and are not necessarily required or implied between these entities or operation
There is any this actual relation or order.And, term " including ", "comprising" or its any other variant are intended to contain
Lid nonexcludability includes, so that a series of process, method, article or equipment including key elements not only includes that those will
Element, but also other key elements including being not expressly set out, or also include for this process, method, article or equipment
Intrinsic key element.In the absence of more restrictions, the key element for being limited by sentence "including a ...", it is not excluded that
Also there is other identical element in process, method, article or equipment including the key element.
The step of method described in conjunction with the embodiments described herein or algorithm, directly can be held with hardware, processor
Capable software module, or the combination of the two is implementing.Software module can be placed in random access memory (RAM), internal memory, read-only deposit
Reservoir (ROM), electrically programmable ROM, electrically erasable ROM, depositor, hard disk, moveable magnetic disc, CD-ROM or technology
In any other form of storage medium well known in field.
The foregoing description of the disclosed embodiments, enables professional and technical personnel in the field to realize or using the present invention.
Multiple modifications of these embodiments will be apparent for those skilled in the art, as defined herein
General Principle can be realized without departing from the spirit or scope of the present invention in other embodiments.Therefore, the present invention
The embodiments shown herein is not intended to be limited to, and is to fit to and principles disclosed herein and features of novelty phase one
The most wide scope for causing.
Claims (10)
1. a kind of social face remembers recognition methodss, it is characterised in that include：
Gather the facial image of target to be measured；
The facial image is mated with every face template image in presupposed information storehouse, the presupposed information storehouse Zhong Bao
Multiple face template images are included, there are every face template image information labels associated with it, described information label at least to wrap
Include the name of personage in the face template image, identity, time before this with user's met, place, thing
At least one in preferably；
When certain the face template image in the facial image and presupposed information storehouse carries out that the match is successful, obtain with described certain
The information labels of face template image association are opened, and the first information is exported according to described information label.
2. social face according to claim 1 remembers recognition methodss, it is characterised in that also include：
When certain the face template image in the facial image with presupposed information storehouse carries out exporting the second prompting when it fails to match
Information, second information are new face in order to remind the personage in the facial image.
3. social face according to claim 1 remembers recognition methodss, it is characterised in that when the facial image with default
Certain in information bank face template image carries out after the match is successful, also including：
The facial image filing of the same personage that the match is successful is stored to same position according to described information label.
4. social face according to claim 1 remembers recognition methodss, it is characterised in that described by the facial image with
Every face template image in presupposed information storehouse carries out coupling to be included：
The feature of key point is extracted from the facial image of collection, and the face is generated according to the feature of the key point
The feature of image；
The feature of target critical point corresponding with the key point is extracted from the face template image, and according to the target
The feature of key point generates the feature of every face template image；
The feature of the facial image is compared identification with per the feature of a face template image.
5. social face according to claim 3 remembers recognition methodss, it is characterised in that also include：
According to newest meeting and the facial image that the match is successful is updated to described information label.
6. a kind of social face remembers identifying device, it is characterised in that include：
Collecting unit, for gathering the facial image of target to be measured；
Recognition unit, for being mated the facial image with every face template image in presupposed information storehouse, described
Presupposed information storehouse includes multiple face template images, and every face template image has information labels associated with it, described
Information labels at least include the name of the personage in the face template image, identity, before this with user's met
Time, place, at least one in matters；
Reminding unit, carries out for certain the face template image in the facial image and presupposed information storehouse that the match is successful
When, the information labels associated with certain face template image described are obtained, and according to described information label output the first prompting letter
Breath.
7. social face according to claim 6 remembers identifying device, it is characterised in that the reminding unit is additionally operable to：
When certain the face template image in the facial image with presupposed information storehouse carries out exporting the second prompting when it fails to match
Information, second information are new face in order to remind the personage in the facial image.
8. social face according to claim 6 remembers identifying device, it is characterised in that also include：
Memory element, for according to described information label by the facial image filing of the same personage that the match is successful store to
Same position.
9. social face according to claim 6 remembers identifying device, it is characterised in that the recognition unit includes：
Fisrt feature extraction module, for extracting the feature of key point, and according to the pass in the facial image from collection
The feature of key point generates the feature of the facial image；
Second feature extraction module, the spy for extracting target critical point corresponding with the key point from the face template image
Levy, and the feature of every face template image is generated according to the feature of the target critical point；
Matching module, for being compared knowledge by the feature of the facial image with per the feature of a face template image
Not.
10. social face according to claim 8 remembers identifying device, it is characterised in that also include：
Updating block, for according to newest meeting and the facial image that the match is successful is updated to described information label.
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| CN107194817A (en) * | 2017-03-29 | 2017-09-22 | 腾讯科技（深圳）有限公司 | Methods of exhibiting, device and the computer equipment of user social contact information |
| CN107291810A (en) * | 2017-05-18 | 2017-10-24 | 深圳云天励飞技术有限公司 | Data processing method, device and storage medium |
| CN107463891A (en) * | 2017-07-26 | 2017-12-12 | 珠海市魅族科技有限公司 | A kind of identity information acquisition methods, device, computer installation and computer-readable recording medium |
| CN107590141A (en) * | 2017-10-19 | 2018-01-16 | 崔玉桂 | A kind of user's meet prompt terminal and method |
| CN109508523A (en) * | 2017-09-11 | 2019-03-22 | 金德奎 | A kind of social contact method based on recognition of face |
| CN109873893A (en) * | 2018-12-29 | 2019-06-11 | 深圳云天励飞技术有限公司 | Information-pushing method and relevant apparatus |
| CN111259799A (en) * | 2020-01-16 | 2020-06-09 | 广州市十牛信息科技有限公司 | Name list early warning system based on face recognition camera |
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| CN112348689A (en) * | 2020-11-24 | 2021-02-09 | 深兰科技（上海）有限公司 | Face recognition method and system for social service |
| CN112995875A (en) * | 2019-12-13 | 2021-06-18 | 西万拓私人有限公司 | Method for operating a hearing device system and hearing device system |
| CN114612959A (en) * | 2022-01-28 | 2022-06-10 | 北京深睿博联科技有限责任公司 | Face recognition system and method for assisting blind person in interpersonal communication |
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| CN109508523A (en) * | 2017-09-11 | 2019-03-22 | 金德奎 | A kind of social contact method based on recognition of face |
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| CN114612959A (en) * | 2022-01-28 | 2022-06-10 | 北京深睿博联科技有限责任公司 | Face recognition system and method for assisting blind person in interpersonal communication |
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