CN106778673A - It is applied to the recognizable method and system of unmanned plane - Google Patents

It is applied to the recognizable method and system of unmanned plane Download PDF

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CN106778673A
CN106778673A CN201611262769.6A CN201611262769A CN106778673A CN 106778673 A CN106778673 A CN 106778673A CN 201611262769 A CN201611262769 A CN 201611262769A CN 106778673 A CN106778673 A CN 106778673A
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information
face
identification information
basis
match
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赵国成
余念伦
张凯
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Ewatt Technology Co Ltd
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    • 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
    • G06V40/161Detection; Localisation; Normalisation
    • G06V40/165Detection; Localisation; Normalisation using facial parts and geometric relationships
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/22Matching criteria, e.g. proximity measures
    • 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
    • G06V40/168Feature extraction; Face representation
    • G06V40/171Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
    • 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
    • G06V40/172Classification, e.g. identification

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Abstract

The present invention discloses a kind of recognizable method and system for being applied to unmanned plane, and the method includes:Obtain the first face basis identification information of destination object;First face basis identification information is contrasted with face standard logo information;If the first face basis identification information and face's standard logo information match, send lock instruction lock onto target object;If mismatching, switch next destination object and be identified.The method and system that the application is provided solves in the prior art how the information gathering based on unmanned plane is come the technical problem realizing being identified for destination object.

Description

It is applied to the recognizable method and system of unmanned plane
Technical field
The present invention relates to unmanned air vehicle technique field, more particularly to a kind of recognizable method and system for being applied to unmanned plane.
Background technology
Unmanned plane (English:Aircraft), refer to obtain air force by the relative motion of fuselage and air to go up to the air The machine of flight.Including gyroplane, helicopter, fixed-wing etc..
At present, one trend has been gradually formed by synchronously carrying out information gathering in unmanned plane in the air flight course.
However, how the information gathering based on unmanned plane is realized being identified for destination object, it is this area needs The technical problem of solution.
The content of the invention
The present invention provides a kind of recognizable method and system for being applied to unmanned plane, be used to solve in the prior art how base The technical problem being identified for destination object is realized in the information gathering of unmanned plane.
In a first aspect, the embodiment of the present application provides a kind of recognizable method for being applied to unmanned plane, methods described includes: Obtain the first anticipation positional information of destination object;According to the first anticipation positional information, the of the destination object is obtained One face basis identification information;First face basis identification information is marked with the face in the advance standard database for building Quasi- identification information is contrasted;If the first face basis identification information and face's standard logo information match, Send lock instruction and lock the destination object;If the first face basis identification information and face's standard logo information Mismatch, then obtain the second anticipation positional information of the destination object, switch next destination object and be identified.
Optionally, it is described that first face basis identification information is marked with the face in the advance standard database for building Quasi- identification information carries out contrast to be included:First face basis identification information is carried out into priority classification, described the after classification One face basis identification information includes the first priority match information, the second priority match information and third priority matching letter Breath;First face basis identification information is contrasted according to priority orders with face's standard logo information;Institute Stating priority orders includes:It is excellent to the described 3rd from the first priority match information, the second priority match information The order of first level match information.
Optionally, if first face basis identification information and face's standard logo information match bag Include:If the first priority match information and face's standard logo information match, judge first face base Plinth identification information and face's standard logo information match;Or, if the second priority match information and described Three priority match information with face's standard logo information match, then judge first face basis identification information With face's standard logo information match.
Optionally, the first face basis identification information includes:First cheekbone basis identification information, the first eye basis Identification information, the first nose basis identification information, the first supercilium basis identification information, the first ear basis identification information, first Tooth portion identification information;Wherein, the first cheekbone basis identification information is the first priority match information;The first eye base Plinth identification information, first nose basis identification information and first supercilium basis identification information are the second priority match Information;The first ear basis identification information and the first tooth portion identification information are third priority match information;It is described Face's standard logo information includes:Cheekbone standard logo information, eye standard logo information, nose standard logo information, supercilium Standard logo information, ear standard logo information, tooth ministerial standard identification information.
Optionally, the first face basis identification information for obtaining destination object includes:From official, media or target The place where his residence is registered of object obtains the first face basis identification information of the destination object.
Second aspect, the embodiment of the present application is applied to the system that unmanned plane carries out recongnition of objects, institute there is provided a kind of The system of stating includes:Position module, the first anticipation positional information for obtaining destination object;Acquisition module, for according to described First anticipation positional information, obtains the first face basis identification information of the destination object;First contrast module, for by institute The first face basis identification information is stated to be contrasted with the face's standard logo information in the advance standard database for building;First Locking module, if for first face basis identification information and face's standard logo information match, sending lock The fixed instruction locking destination object;Handover module, if for first face basis identification information and face's standard Identification information is mismatched, then obtain the second anticipation positional information of the destination object, is switched next destination object and is known Not.
Optionally, first contrast module also includes:First contrast submodule, for first face basis to be marked Knowledge information carries out priority classification, and first face basis identification information includes the first priority match information, the after classification Two priority match information and third priority match information;Second contrast submodule, for first face basis to be marked Knowledge information is contrasted according to priority orders with face's standard logo information;The priority orders include:From described The order of first priority match information, the second priority match information to the third priority match information.
Optionally, first locking module is additionally operable to:If the first priority match information and face's standard Identification information matches, then judge the first face basis identification information and face's standard logo information match;Or Person, if the second priority match information and the third priority match information with face's standard logo information phase Matching, then judge the first face basis identification information and face's standard logo information match.
Optionally, the first face basis identification information includes:First cheekbone basis identification information, the first eye basis Identification information, the first nose basis identification information, the first supercilium basis identification information, the first ear basis identification information, first Tooth portion identification information;Wherein, the first cheekbone basis identification information is the first priority match information;The first eye base Plinth identification information, first nose basis identification information and first supercilium basis identification information are the second priority match Information;The first ear basis identification information and the first tooth portion identification information are third priority match information;It is described Face's standard logo information includes:Cheekbone standard logo information, eye standard logo information, nose standard logo information, supercilium Standard logo information, ear standard logo information, tooth ministerial standard identification information.
Optionally, the acquisition module is additionally operable to:Obtain described from the place where his residence is registered of official, media or destination object The first face basis identification information of destination object.
The method and system that the embodiment of the present application is provided, when unmanned plane is applied to, first by obtaining destination object First face basis identification information;Then in the standard database by first face basis identification information with advance structure Face's standard logo information is contrasted;If the last first face basis identification information and face's standard logo information Match, then send lock instruction and lock the destination object;If the first face basis identification information is marked with the face Quasi- identification information is mismatched, then switch next destination object and be identified.The information gathering based on unmanned plane is reached with this, The technique effect that realization is identified for destination object.
Described above is only the general introduction of technical solution of the present invention, in order to better understand technological means of the invention, And can be practiced according to the content of specification, and in order to allow the above and other objects of the present invention, feature and advantage can Become apparent, below especially exemplified by specific embodiment of the invention.
Brief description of the drawings
In order to illustrate more clearly of the embodiment of the present application or technical scheme of the prior art, below will be to embodiment or existing The accompanying drawing to be used needed for having technology description is briefly described, it should be apparent that, drawings in the following description are this hairs Some bright embodiments, for those of ordinary skill in the art, on the premise of not paying creative work, can be with root Other accompanying drawings are obtained according to these accompanying drawings.
Fig. 1 is the flow chart of method being identified for target in the embodiment of the present application;
Fig. 2 is the contrast schematic flow sheet of basic identification information and standard logo information in the embodiment of the present application;
Fig. 3 be the embodiment of the present application in destination object whether by shaping determination methods flow chart;
Fig. 4 is the theory diagram of system being identified for target in the embodiment of the present application;
Fig. 5 is another method flow diagram in the embodiment of the present application.
Specific embodiment
A kind of recognizable method and system for being applied to unmanned plane that the embodiment of the present application is provided, are used to solve prior art In how the information gathering based on unmanned plane is come the technical problem realizing being identified for destination object.
Technical scheme in the embodiment of the present application, general thought is as follows:
When unmanned plane is identified for destination object, the first face basis mark letter of destination object is obtained first Breath;It is right that the face's standard logo information in standard database by first face basis identification information with advance structure is carried out Than;If the first face basis identification information and face's standard logo information match, send lock instruction locking The destination object;If the first face basis identification information is mismatched with face's standard logo information, under switching One destination object is identified.
To make the purpose, technical scheme and advantage of the embodiment of the present application clearer, below in conjunction with the embodiment of the present application In accompanying drawing, the technical scheme in the embodiment of the present application is clearly and completely described, it is clear that described embodiment is A part of embodiment of the present invention, rather than whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art The every other embodiment obtained under the premise of creative work is not made, belongs to the scope of protection of the invention.
The terms "and/or", only a kind of incidence relation for describing affiliated partner, represents there may be three kinds of passes System, for example, A and/or B, can represent:Individualism A, while there is A and B, individualism B these three situations.In addition, herein Middle character "/", typicallys represent forward-backward correlation pair as if a kind of relation of "or".
Embodiment one
The present embodiment provides a kind of recognizable method for being applied to unmanned plane, refer to Fig. 5, and methods described includes:
Step S10, obtains the first anticipation positional information of destination object;
Step S20, according to the first anticipation positional information, obtains the first face basis mark letter of the destination object Breath;
Step S30, the face's standard in standard database by first face basis identification information with advance structure Identification information is contrasted;
Step S40, if first face basis identification information and face's standard logo information match, send Lock instruction locks the destination object;
Step S50, if first face basis identification information is mismatched with face's standard logo information, obtains Second anticipation positional information of the destination object, switches next destination object and is identified.
Certainly, in order to the recognizable method for being applied to unmanned plane provided inventive embodiments elaborates, to support The technical problems to be solved by the invention, below, in the embodiment that the present invention is provided, it is first depending on the embodiment shown in Fig. 1 and does whole Body is illustrated, then during the embodiment shown in narration Fig. 1, further targetedly draws of the invention, to have reached Whole, clear, clear purpose.
Fig. 1 is referred to, recognition methods includes:
Step S100, obtains the first face basis identification information of destination object;
Step S200, the face's standard in standard database by first face basis identification information with advance structure Identification information is contrasted;
Step S300a, if first face basis identification information and face's standard logo information match, send out Lock instruction is sent to lock the destination object;
Step S300b, if first face basis identification information is mismatched with face's standard logo information, sentences Whether disconnected first face basis identification information is that face basis mark of the destination object by being obtained after lift face is believed Breath;
Step S400, if so, then reducing the before first face basis identification information to the destination object lift face Two faces basis identification information;
Step S500, second face basis identification information is contrasted with face's standard logo information;
Step S600, if second face basis identification information and face's standard logo information match, send out Lock instruction is sent to lock the destination object.
For example, methods described can apply to unmanned plane, it is not intended that methods described can be only applied to unmanned plane. In other words, the methods described that the present embodiment is provided can be additionally used in other electronic systems with Functions of Transportation, for example For:With having for electronic information communication function be man-machine, automobile with electronic information communication function, with electronic information communication work( Motorcycle, the steamer with electronic information communication function of energy etc..
Specifically, continuing to develop with shaping technique, and shaping trend rapidly spreads in recent years, big people from portion is special It is not purposive related personnel such as crime one's share of expenses for a joint undertaking, information spy etc., it will usually unmanned plane is escaped by face's shaping and is taken the photograph Image information collecting and identification as identifying system.Studied according to inventor and found, once destination object is by way of shaping pair The partial parameters information of face is modified adjustment, such as cheekbone information, eye information, nose information, supercilium information, ear's letter Breath, tooth portion information etc., then just cannot be with standard by the facial information of the destination object acquired in unmanned plane imaging identification system Information in database carries out contrast matching, to cause unmanned plane accurately to obtain and recognize the identification information of destination object, Then great obstacle is caused to the technology for being identified tracking to destination object by unmanned plane.The side that the present invention is provided Method, increased face standard logo information in it run into the first face for detecting basis identification information and standard database not During matching, determine whether whether it is by inaccurate information acquired after lift face, with high beneficial of accuracy of identification Effect.
Below, the recognizable method for being applied to unmanned plane for being provided the application with reference to Fig. 1 describes in detail:
First, step S100 is performed, the first face basis identification information of destination object is obtained;
Specifically, the first face basis identification information for obtaining destination object can be affixed to unmanned aerial vehicle body bottom Camera system with camera function is obtained, and the camera system can include a video camera.The video camera photographs pre- During the destination object for first determining, the light reflected on destination object is collected by camera lens, is focused on it and is taken the photograph smooth surface and (for example take the photograph Row amplifies), then processed and adjusted by the internal circuit of video camera, the standard signal for finally obtaining is remembered on the recording medium Record is got off, while passed by the number inside unmanned plane or scheme biography passage that the standard signal is sent into ground based terminal such as earth station On show.
Certainly, due to during shooting destination object may be an object for static state, it is also possible to be one move The object of state.Introduced one by one below for two kinds of situations:
The first situation, when destination object is the object of static state, the camera lock onto target object of video camera enters Row information is gathered, if be now adjusted without the camera orientation to video camera, nothing is can control by ground station terminal Man-machine hovering is aerial, and then realizes when being acquired for destination object on a direction.And when adjustment unmanned plane is relative to mesh The collection orientation of object is marked, it is necessary to when controlling the rotation angle of camera of video camera, then can control nobody by ground station terminal Machine does corresponding flight adjustment action, such as flight forward in the air, or flies backward, or flies to the left, or flight etc. to the right, comes Complete the angle adjustment of the camera relative to destination object of video camera.In addition, in the process, except flying for control unmanned plane Action is made, realize the camera of video camera relative to the angle adjustment of destination object outside, the embodiment of the present application can also be by control Video camera on head processed carries out rotary oscillation, realizes that video camera itself is adjusted relative to the acquisition angles of destination object, Now unmanned plane can be still within the state of hovering in whole process.
Second situation, when destination object is a dynamic object, the camera lock onto target object of video camera enters Row information is gathered, and now because destination object is a dynamic motion process, then the camera in order to make video camera is locked The object that sets the goal is identified, it is necessary to which unmanned plane and camera system are also integrally a dynamic motion process, only in this way, Just can guarantee that video camera camera can real-time capture to destination object image/video information.Therefore, in this case, The embodiment of the present application synchronously controls the state of flight of unmanned plane in destination object moving process by ground station terminal, with And rotary oscillation is carried out by the video camera on ground station terminal's control head, and then come by both unmanned plane and video camera It is synchronized with the movement and guarantees real-time capture to the image/video information of destination object.
It should be noted that above-mentioned two situations are not in the embodiment of the present application two kinds of fixed situations.In other words Say, whether the movement of destination object is uncertain, and at the t1 moment, destination object is a static state in location A, in t2 Carve, destination object is possible to still in location A, but be also possible to destination object and B location is moved to by location A.Now target pair As just switching to posterior dynamic process by first static process.And then it is also required to the control shape of unmanned plane and/or video camera State is switched over according to the method described above, has matched the status information of corresponding destination object.Being finally reached being capable of real-time capture mesh Mark the technique effect of the image/video information of object.
In addition, before step S100 is performed, namely before the first face basis identification information for obtaining destination object, The the first anticipation positional information for obtaining destination object can also be increased.
In other words, unmanned plane is being needed to go to catch the first face basis identification information of destination object by camera system When, due to being not aware that accurate location or the band of position of destination object.Now, in order to avoid unmanned plane is in the boundless and indistinct sea of faces The single comparison of object is looked for, comparison time is saved, comparison efficiency is improved.The embodiment of the present invention before step S100 is performed, The first anticipation positional information of destination object can be also in advance obtained, the first anticipation positional information can be by official or media The destination object of offer it is possible that precise area, or the region that destination object often occurs so gets this After first anticipation positional information, you can targetedly go to obtain the first face basis mark of destination object in the band of position Knowledge information.Comparison time is highly shortened, comparison efficiency is improve.
Next, after the first face basis identification information for getting destination object, step S200 is performed, will be described First face basis identification information is contrasted with the face's standard logo information in the advance standard database for building;
In the embodiment of the present application, the standard database of advance structure here can be collected for destination object " true information ", i.e. should " true information " can be understood as the information of true identity destination object identity characteristic.The information can be with Or its place where his residence is registered by public security organ, or the authoritative institution such as medical institutions provide such as suspect or feelings Spy etc. is reported truly to record record information on record, the application is built into above-mentioned normal data by by above-mentioned record information Storehouse, and in certain period of time, such as every month, or per the first quarter, or each half a year continuation are updated, to ensure The information accuracy of the standard database.
You need to add is that, in the embodiment of the present application, the mode being updated of continuation has many kinds, in this this Shen Please embodiment be mainly described below two kinds:
The first, substituting renewal, the data that will update every time replace first data, and the mode of this kind of renewal can be with The accuracy on the one hand ensureing data message is reached, the beneficial effect of internal memory occupancy volume is on the other hand reduced;
Second, cumulative bad updates, and the data that will be updated every time are found memory space and existed again, this kind of renewal Mode can reach the technique effect for ensuring data message integrality.
Further, on the premise of above-mentioned second update mode, the step of painting table analysis can also be increased, i.e., every After secondary renewal obtains new data message, can add up to paint table, form status tracking figure, splay is entered with lasting understanding destination object Line, reaches the technique effect for controlling the action of its next step in advance.
Further, Fig. 2 is referred to, the face in standard database by the first face basis identification information with advance structure Ministerial standard identification information carries out contrast can compare according to following sub-step:
Step S201, carries out priority classification, first face after classification by first face basis identification information Basic identification information includes the first priority match information, the second priority match information and third priority match information;
Step S202, first face basis identification information is believed according to priority orders with face's standard logo Breath is contrasted;The priority orders include:From the first priority match information, the second priority match information To the order of the third priority match information;
Before step S201 and step S202 is discussed in detail, in order to preferably illustrate the application, below first to the application The the first face basis identification information and the type of face's standard logo information that embodiment is provided elaborate:
In the embodiment of the present application, the first face basis identification information can include:First cheekbone basis mark letter Breath, the first eye basis identification information, the first nose basis identification information, the first supercilium basis identification information, first ear's base Plinth identification information, the first tooth portion identification information;Wherein, the first cheekbone basis identification information is the first priority match letter Breath;First eye basis identification information, first nose basis identification information and first supercilium basis mark letter It is the second priority match information to cease;The first ear basis identification information and the first tooth portion identification information are the 3rd excellent First level match information.Face's standard logo information can include:Cheekbone standard logo information, eye standard logo information, Nose standard logo information, supercilium standard logo information, ear standard logo information, tooth ministerial standard identification information.
Wherein, the first cheekbone basis identification information and cheekbone standard logo information Corresponding matching;First eye basis mark Information is matched with the contrast of eye standard logo information;First nose basis identification information and the contrast of nose standard logo information Match somebody with somebody;First supercilium basis identification information is matched with the contrast of supercilium standard logo information;First ear basis identification information and ear The contrast matching of standard logo information;First tooth portion identification information is matched with the contrast of tooth ministerial standard identification information.
Specifically, the first cheekbone basis identification information is the first priority match information;The first eye base Plinth identification information, first nose basis identification information and first supercilium basis identification information are the second priority match Information;The first ear basis identification information and the first tooth portion identification information are third priority match information.Here It should be noted that the first priority match information, the second priority match information and third priority match information is preferential Level grade is reduced successively.That is, priority of the priority of the first priority match information more than the second priority match information, Priority of the priority of the second priority match information more than third priority match information.
It is very representative mark meaning it should be noted that identification information of the cheekbone as face, and the later stage The difficulty that destination object changes it adjustment is also maximum, namely identification meaning highest, therefore in the embodiment of the present application by cheekbone Basic identification information is used as priority-level highest the first priority match information.Nose, supercilium, eye are representative due to it Mark meaning be not it is obvious that and later stage destination object easily changes it adjustment, therefore in the embodiment of the present application by nose Basic identification information, supercilium basis identification information, eye basis identification information are as priority-level inferior to cheekbone basis mark Second priority match information of information.And ear and tooth, do not collected because the two identification informations are easily blocked, Easily blocked by hair such as ear, tooth is caught when destination object does not open face less than etc., therefore by ear's basis mark Information and tooth basis identification information are used as the minimum third priority match information of priority-level.
Therefore, in above-mentioned matching order, the embodiment of the present application is according to from the first priority match information, described Second priority match information is matched to the order of the third priority match information.
Subsequently, according to the judged result of step S200, selection performs step S300a or step S300b:
Step S300a, if first face basis identification information and face's standard logo information match, send out Lock instruction is sent to lock the destination object;
Step S300b, if first face basis identification information is mismatched with face's standard logo information, sentences Whether disconnected first face basis identification information is that face basis mark of the destination object by being obtained after lift face is believed Breath;
In specific implementation process, as stated above, with continuing to develop for shaping technique, and shaping becomes in recent years Gesture rapidly spreads, and big people from portion is particularly purposive related personnel such as crime one's share of expenses for a joint undertaking, information spy etc., it will usually by face Image information collecting and the identification of unmanned plane imaging identification system are escaped in portion's shaping, once and side that destination object passes through shaping Formula to being modified for characterizing the parameter of facial information, then by the destination object acquired in unmanned plane imaging identification system Facial information just cannot carry out contrast and match with " true information " in standard database, to cause unmanned plane accurately to obtain simultaneously The identification information of destination object is recognized, is then caused greatly to the technology for being identified tracking to destination object by unmanned plane Obstacle.
Therefore, the application is the contrast according to step S200, can there are two as described in step S300a and step S300b Plant match condition.
Referring initially to step S300a, the step refers to when first face basis identification information and face's standard logo During information match, then it represents that the destination object is the object that unmanned plane wants recognition and tracking, lock instruction locking is now sent The destination object is tracked.
Specifically, if first face basis identification information can with face's standard logo information match At least to include the following two kinds match condition:
The first match condition, if the first priority match information and face's standard logo information match, Then judge the first face basis identification information and face's standard logo information match;
Second match condition, if the second priority match information and the third priority match information are and institute Face's standard logo information match is stated, then judges the first face basis identification information and face's standard logo information Match.
In other words, in priority-level highest the first priority match information and face's standard logo information phase In the case of matching, now can be without matching the second priority match information and the third priority match information again Whether with face's standard logo information match.And when in priority-level highest the first priority match information and institute State face's standard logo information it is unmatched in the case of, at this point it is possible to respectively by the second priority match information and described Third priority match information and face's standard logo information match, in this application, when priority-level highest When first priority match information is mismatched with face's standard logo information, now only described second priority match is believed Breath and the third priority match information with face's standard logo information match, then just can determine that first face Portion's basis identification information and face's standard logo information match.The accuracy of identification of the embodiment of the present application is improved with this.
Step S300b is seen again, and the step refers to when first face basis identification information and face's standard logo When information is mismatched, then it represents that the destination object is possible to not be object that unmanned plane wants recognition and tracking.Now in the application reality Apply and the destination object is carried out in order to more accurately accurately identify judgement in example, to improve the accuracy of identification of the application, in this regard, The application continues executing with following step:Judge whether first face basis identification information is the destination object by lift face The face's basis identification information for being obtained afterwards.
Certainly, supplement is needed exist for, when step S300b is performed, if first face basis mark for judging Information is not the destination object by the face's basis identification information obtained after lift face, then send switching command switching next Individual destination object is identified.That is, step S100 is re-executed, re-recognizing for next destination object is carried out.
Where like, go to catch the first face basis of next destination object by camera system unmanned plane is needed During identification information, if now unmanned plane camera system is the identification contrast carried out based on the first first anticipation positional information, Now have determined that mismatch, then it represents that the first anticipation positional information is wrong.That is, the first anticipation positional information is changed herein, The second anticipation positional information of destination object, the second anticipation positional information and the first anticipation position are obtained by official or media Confidence breath is the same, be represent destination object it is possible that precise area, or the region that destination object often occurs, After so getting the second anticipation positional information, you can targetedly go in the band of position to obtain the of destination object One face basis identification information.Comparison time is extremely shorten, comparison efficiency is improve.
And when first face basis identification information for judging is the destination object by the face that is obtained after lift face During the identification information of portion basis, then step S400 is performed, if so, then reducing the first face basis identification information to the target The second face basis identification information before object lift face.
In the embodiment of the present application, please continue to refer to Fig. 3, it is described judge first face basis identification information whether be The destination object can specifically include following steps by the face's basis identification information obtained after lift face:
Step 300b1, builds the adjusting range region of the standard logo information;
Wherein, the adjusting range region of standard logo information is built in the step, the adjusting range region can basis History shape data is calculated or analyzed in reforming process, can maximized shaping for destination object different parts institute Modification scope, using on the basis of this scope as the adjusting range region in the step.
Words sentence is talked about, and what cheekbone identification information was corresponding in the embodiment of the present application has cheekbone adjusting range region;Eye is identified Information is corresponding eye adjusting range region;Nose identification information it is corresponding have nose adjusting range region;Supercilium mark letter Breath is corresponding supercilium adjusting range region;Ear's identification information it is corresponding have ear's adjusting range region;Tooth portion identification information It is corresponding to have tooth portion adjusting range region.
Step 300b2, obtains ratio of the first face basis identification information relative to face's standard logo information To difference information;
Wherein, described " comparison difference information " is the difference after basic identification information is contrasted with standard logo information, for example After first cheekbone basis identification information is compared with cheekbone standard logo information, the parameter values for mutually coming in and going out are comparison difference letter Breath, and when the parameter values for mutually coming in and going out are 0, then it represents that the first cheekbone basis identification information is complete with cheekbone standard logo information It is identical.
Whether step 300b3, judge the comparison difference information between the adjusting range region;
Specifically, by taking cheekbone identification information as an example, if the first cheekbone basis identification information and cheekbone standard logo information After comparison, the parameter values (comparison difference information) for mutually coming in and going out between above-mentioned cheekbone adjusting range region, then such as following steps It is rapid described:
Step 300b4, if so, then the first face basis identification information is the destination object by being obtained after lift face The face's basis identification information for obtaining.
Now, step 300b4 is performed, step 400 is being performed, the first face basis identification information to the mesh is reduced The second face basis identification information before mark object lift face, specific restoring method can include in the embodiment of the present application:According to According to the comparison difference information, first face basis identification information is corrected;Revised face basis is identified Information is defined as the second face basis identification information.
Then perform, step S500, second face basis identification information is entered with face's standard logo information Row contrast;
Step S600 is finally performed, if second face basis identification information and face's standard logo information phase Match somebody with somebody, then send lock instruction and lock the destination object.
Likewise, second face basis identification information is carried out with face's standard logo information in step S500 Contrast can also compare according to following sub-step:
First sub-step, carries out priority classification, second face after classification by second face basis identification information Portion basis identification information includes the first priority match information, the second priority match information and third priority match information;
Second sub-step, by second face basis identification information according to priority orders and face's standard logo Information is contrasted;The priority orders include:Believe from the first priority match information, second priority match Cease the order of the third priority match information;
Further, in the embodiment of the present application, the second face basis identification information can also include:Second cheekbone Bone basis identification information, the second eye basis identification information, the second nose basis identification information, the second supercilium basis mark letter Breath, the second ear basis identification information, the second tooth portion identification information;Wherein, the second cheekbone basis identification information is first Priority match information;Second eye basis identification information, second nose basis identification information and second eyebrow Portion basis identification information is the second priority match information;The second ear basis identification information and the second tooth portion mark Information is third priority match information.Face's standard logo information can include:Cheekbone standard logo information, eye mark Quasi- identification information, nose standard logo information, supercilium standard logo information, ear standard logo information, tooth ministerial standard mark letter Breath.
Wherein, the second cheekbone basis identification information and cheekbone standard logo information Corresponding matching;Second eye basis mark Information is matched with the contrast of eye standard logo information;Second nose basis identification information and the contrast of nose standard logo information Match somebody with somebody;Second supercilium basis identification information is matched with the contrast of supercilium standard logo information;Second ear basis identification information and ear The contrast matching of standard logo information;Second tooth portion identification information is matched with the contrast of tooth ministerial standard identification information.
Specifically, the second cheekbone basis identification information is the first priority match information;The second eye base Plinth identification information, second nose basis identification information and second supercilium basis identification information are the second priority match Information;The second ear basis identification information and the second tooth portion identification information are third priority match information.Here It should be noted that the first priority match information, the second priority match information and third priority match information is preferential Level grade is reduced successively.That is, priority of the priority of the first priority match information more than the second priority match information, Priority of the priority of the second priority match information more than third priority match information.
It is and above-mentioned here, for the contrast matching way of the second face basis identification information and face's standard logo information First face basis identification information is identical with the contrast matching way of face's standard logo information, herein for the second face Basic identification information matches not detailed part with the contrast of face's standard logo information, see the first face basis identification information With the contrast matching way of face's standard logo information, here is omitted.
More than, the method that the embodiment of the present application is provided, when unmanned plane is applied to, judges the first face basis identification information After being mismatched with face standard logo information, increased and judge whether the first face basis identification information is destination object process The face's basis identification information obtained after lift face, and where it has, by reducing the first face basis identification information The second face basis identification information before to destination object lift face;Then again by reduction after the second face basis identification information with Face's standard logo information is contrasted, the final face's basis mark for the application is effectively ensured the contrast of participation information The accuracy of information, solves unmanned plane of the prior art during being identified to destination object, existing to know The inaccurate technical problem of other information.
Based on same inventive concept, the embodiment of the present application additionally provides system corresponding with method in embodiment one, sees reality Apply example two.
Embodiment two
A kind of system is present embodiments provided, Fig. 4 is refer to, the system includes:
Acquisition module 1000, the first face basis identification information for obtaining destination object;
First contrast module 2000, for by first face basis identification information and in advance build standard database In face's standard logo information contrasted;
First locking module 3000a, if believing with face's standard logo for first face basis identification information Manner of breathing is matched, then send lock instruction and lock the destination object;
Judge module 3000b, if for first face basis identification information with face's standard logo information not Matching, then judge whether first face basis identification information is the destination object by face's base for being obtained after lift face Plinth identification information;
Recovery module 4000, for if so, then to reduce first face basis identification information whole to the destination object The second face basis identification information before appearance;
Second contrast module 5000, for by second face basis identification information and face's standard logo information Contrasted;
Second locking module 6000, if for second face basis identification information and face's standard logo information Match, then send lock instruction and lock the destination object.
In the embodiment of the present application, first contrast module also includes:
First contrast submodule;For first face basis identification information to be carried out into priority classification, institute after classification Stating the first face basis identification information includes the first priority match information, the second priority match information and third priority With information;
Second contrast submodule;For by first face basis identification information according to priority orders and the face Standard logo information is contrasted;The priority orders include:From the first priority match information, described second preferential Order of the level match information to the third priority match information;
In the embodiment of the present application, if first locking module be additionally operable to the first priority match information with it is described Face's standard logo information match, then judge the first face basis identification information and face's standard logo information phase Matching;
Or,
If the second priority match information and the third priority match information with face's standard logo Information match, then judge the first face basis identification information and face's standard logo information match.
In the embodiment of the present application, the first face basis identification information includes:First cheekbone basis identification information, the One eye basis identification information, the first nose basis identification information, the first supercilium basis identification information, the first ear basis mark Information, the first tooth portion identification information;Wherein, the first cheekbone basis identification information is the first priority match information;It is described First eye basis identification information, first nose basis identification information and first supercilium basis identification information are second Priority match information;The first ear basis identification information and the first tooth portion identification information are third priority matching Information;
Face's standard logo information includes:Cheekbone standard logo information, eye standard logo information, nose standard mark Knowledge information, supercilium standard logo information, ear standard logo information, tooth ministerial standard identification information.
In the embodiment of the present application, the judge module 3000b also includes following submodule:
First judging submodule;Adjusting range region for building the standard logo information;
Second judging submodule;For obtaining the first face basis identification information relative to face's standard logo The comparison difference information of information;
3rd judging submodule;For judging the comparison difference information whether between the adjusting range region;
4th judging submodule;For if so, then the first face basis identification information is that the destination object passes through The face's basis identification information obtained after lift face.
In the embodiment of the present application, the recovery module 4000 also includes following submodule:
First reduction submodule, for according to the comparison difference information, entering to first face basis identification information Row correction;
Second reduction submodule, for revised face basis identification information to be defined as into the second face basis mark Knowledge information.
The technical scheme provided in the embodiment of the present application, at least has the following technical effect that or advantage:
When unmanned plane is applied to, judge that the first face basis identification information mismatches it with face's standard logo information Afterwards, increased and judge whether the first face basis identification information is that face basis of the destination object by being obtained after lift face identifies Information, and where it has, by reducing the second face before basis identification information to the destination object lift face of the first face Basic identification information;Then again by reduction after the second face basis identification information contrasted with face standard logo information, The accuracy of the final face's basis identification information for the application is effectively ensured the contrast of participation information, solves existing skill Unmanned plane in art is existing to obtain the inaccurate technical problem of identification information during being identified to destination object.
It should be understood by those skilled in the art that, embodiments of the invention can be provided as method, system or computer program Product.Therefore, the present invention can be using the reality in terms of complete hardware embodiment, complete software embodiment or combination software and hardware Apply the form of example.And, the present invention can be used and wherein include the computer of computer usable program code at one or more The computer program implemented in usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) is produced The form of product.
The present invention is the flow with reference to method, system (system) and computer program product according to the embodiment of the present application Figure and/or block diagram are described.It should be understood that every first-class during flow chart and/or block diagram can be realized by computer program instructions The combination of flow and/or square frame in journey and/or square frame and flow chart and/or block diagram.These computer programs can be provided The processor of all-purpose computer, special-purpose computer, Embedded Processor or other programmable data processing systems is instructed to produce A raw machine so that produced for reality by the instruction of computer or the computing device of other programmable data processing systems The system of the function of being specified in present one flow of flow chart or multiple one square frame of flow and/or block diagram or multiple square frames.
These computer program instructions may be alternatively stored in can guide computer or other programmable data processing systems with spy In determining the computer-readable memory that mode works so that instruction of the storage in the computer-readable memory is produced and include finger Make the manufacture of system, the instruction system realize in one flow of flow chart or multiple one square frame of flow and/or block diagram or The function of being specified in multiple square frames.
These computer program instructions can be also loaded into computer or other programmable data processing systems so that in meter Series of operation steps is performed on calculation machine or other programmable systems to produce computer implemented treatment, so as in computer or The instruction performed on other programmable systems is provided for realizing in one flow of flow chart or multiple flows and/or block diagram one The step of function of being specified in individual square frame or multiple square frames.
, but those skilled in the art once know basic creation although preferred embodiments of the present invention have been described Property concept, then can make other change and modification to these embodiments.So, appended claims are intended to be construed to include excellent Select embodiment and fall into having altered and changing for the scope of the invention.Obviously, those skilled in the art can be to the application Embodiment carries out the spirit and scope of various changes and modification without deviating from the embodiment of the present application.So, if the application is implemented These modifications of example and modification belong within the scope of the claims in the present invention and its equivalent technologies, then the present invention is also intended to include Including these changes and modification.

Claims (10)

1. a kind of recognizable method for being applied to unmanned plane, it is characterised in that methods described includes:
Obtain the first anticipation positional information of destination object;
According to the first anticipation positional information, the first face basis identification information of the destination object is obtained;
First face basis identification information is carried out with the face's standard logo information in the advance standard database for building Contrast;
If the first face basis identification information and face's standard logo information match, send lock instruction locking The destination object;
If the first face basis identification information is mismatched with face's standard logo information, the destination object is obtained The second anticipation positional information, switch next destination object and be identified.
2. the method for claim 1, it is characterised in that described by first face basis identification information and advance structure Face's standard logo information in the standard database built carries out contrast to be included:
First face basis identification information is carried out into priority classification, the first face basis identification information bag after classification Include the first priority match information, the second priority match information and third priority match information;
First face basis identification information is contrasted according to priority orders with face's standard logo information;Institute Stating priority orders includes:It is excellent to the described 3rd from the first priority match information, the second priority match information The order of first level match information.
3. method as claimed in claim 2, it is characterised in that if first face basis identification information and the face Ministerial standard identification information match including:
If the first priority match information and face's standard logo information match, judge first face base Plinth identification information and face's standard logo information match;
Or,
If the second priority match information and the third priority match information with face's standard logo information Match, then judge the first face basis identification information and face's standard logo information match.
4. method as claimed in claim 3, it is characterised in that
First face basis identification information includes:First cheekbone basis identification information, the first eye basis identification information, the One nose basis identification information, the first supercilium basis identification information, the first ear basis identification information, the first tooth portion mark letter Breath;Wherein, the first cheekbone basis identification information is the first priority match information;The first eye basis mark letter Breath, first nose basis identification information and first supercilium basis identification information are the second priority match information;Institute It is third priority match information to state the first ear basis identification information and the first tooth portion identification information;
Face's standard logo information includes:Cheekbone standard logo information, eye standard logo information, nose standard logo letter Breath, supercilium standard logo information, ear standard logo information, tooth ministerial standard identification information.
5. method as claimed in claim 4, it is characterised in that the first face basis identification information of the acquisition destination object Including:
The first face basis mark letter of the destination object is obtained from the place where his residence is registered of official, media or destination object Breath.
6. it is a kind of to be applied to the system that unmanned plane carries out recongnition of objects, it is characterised in that the system includes:
Position module, the first anticipation positional information for obtaining destination object;
Acquisition module, for according to the first anticipation positional information, obtaining the first face basis mark of the destination object Information;
First contrast module, for the face in the standard database by first face basis identification information with advance structure Standard logo information is contrasted;
First locking module, if for first face basis identification information and face's standard logo information match, Then send lock instruction and lock the destination object;
Handover module, if being mismatched with face's standard logo information for first face basis identification information, obtains The second anticipation positional information of the destination object is taken, is switched next destination object and is identified.
7. system as claimed in claim 6, it is characterised in that first contrast module also includes:
First contrast submodule, for first face basis identification information to be carried out into priority classification, described the after classification One face basis identification information includes the first priority match information, the second priority match information and third priority matching letter Breath;
Second contrast submodule, for will the basic identification information of first face according to priority orders and face's standard Identification information is contrasted;The priority orders include:From the first priority match information, second priority Order with information to the third priority match information.
8. system as claimed in claim 7, it is characterised in that first locking module is additionally operable to:
If the first priority match information and face's standard logo information match, judge first face base Plinth identification information and face's standard logo information match;
Or,
If the second priority match information and the third priority match information with face's standard logo information Match, then judge the first face basis identification information and face's standard logo information match.
9. system as claimed in claim 8, it is characterised in that
First face basis identification information includes:First cheekbone basis identification information, the first eye basis identification information, the One nose basis identification information, the first supercilium basis identification information, the first ear basis identification information, the first tooth portion mark letter Breath;Wherein, the first cheekbone basis identification information is the first priority match information;The first eye basis mark letter Breath, first nose basis identification information and first supercilium basis identification information are the second priority match information;Institute It is third priority match information to state the first ear basis identification information and the first tooth portion identification information;
Face's standard logo information includes:Cheekbone standard logo information, eye standard logo information, nose standard logo letter Breath, supercilium standard logo information, ear standard logo information, tooth ministerial standard identification information.
10. system as claimed in claim 9, it is characterised in that the acquisition module is additionally operable to:
The first face basis mark letter of the destination object is obtained from the place where his residence is registered of official, media or destination object Breath.
CN201611262769.6A 2016-12-30 2016-12-30 It is applied to the recognizable method and system of unmanned plane Pending CN106778673A (en)

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Publication number Priority date Publication date Assignee Title
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CN104021380A (en) * 2014-05-02 2014-09-03 香港应用科技研究院有限公司 Method and device performing facial recognition through calculating device
CN104796611A (en) * 2015-04-20 2015-07-22 零度智控(北京)智能科技有限公司 Method and system for remotely controlling unmanned aerial vehicle to implement intelligent flight shooting through mobile terminal
CN104951773A (en) * 2015-07-12 2015-09-30 上海微桥电子科技有限公司 Real-time face recognizing and monitoring system

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102024145A (en) * 2010-12-01 2011-04-20 五邑大学 Layered recognition method and system for disguised face
CN104021380A (en) * 2014-05-02 2014-09-03 香港应用科技研究院有限公司 Method and device performing facial recognition through calculating device
CN104796611A (en) * 2015-04-20 2015-07-22 零度智控(北京)智能科技有限公司 Method and system for remotely controlling unmanned aerial vehicle to implement intelligent flight shooting through mobile terminal
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