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CN106503262A - Social face memory recognition methodss and device - Google Patents

Social face memory recognition methodss and device Download PDF

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Publication number
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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face
face template
facial image
information
image
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CN106503262B (en
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张新民
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Shenzhen Wowoto Technology Co ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/583Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions

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  • General Physics & Mathematics (AREA)
  • Library & Information Science (AREA)
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  • Databases & Information Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Human Computer Interaction (AREA)
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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

Social face memory recognition methodss and device
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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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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