CN109189972A - A kind of target whereabouts determine method, apparatus, equipment and computer storage medium - Google Patents
A kind of target whereabouts determine method, apparatus, equipment and computer storage medium Download PDFInfo
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- CN109189972A CN109189972A CN201810778912.XA CN201810778912A CN109189972A CN 109189972 A CN109189972 A CN 109189972A CN 201810778912 A CN201810778912 A CN 201810778912A CN 109189972 A CN109189972 A CN 109189972A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
- G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
- G06V10/757—Matching configurations of points or features
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
Abstract
This application discloses a kind of target whereabouts to determine method, apparatus equipment and computer storage medium, wherein, method includes: the search condition for receiving user's input, and search pictures and similarity threshold values are sent to search server, wherein, described search condition includes: search pictures, similarity threshold and query time；Receive what described search server was sent, according to described search picture and similarity threshold, capture apparatus corresponding to the picture to be matched and each picture to be matched of the first preset quantity similar with described search picture determined；All pictures to be matched are shown, and generate picture selection region；According to the matching picture that user is inputted by picture selection region, on the virtual map corresponding to actual geographic region, target whereabouts are obtained after capture apparatus corresponding to each matching picture is carried out line according to the time sequencing in query time.
Description
Technical field
This application involves target following technical fields more particularly to a kind of target whereabouts to determine method, device and equipment.
Background technique
With the development of society, lot of domestic and international city is both provided with high-precision capture apparatus in each road and street
For the monitoring to traffic information etc..The presence of above-mentioned monitoring capture apparatus is similarly social security prevention to be had with cracking of cases
Important function.
In the prior art, the mode of manual analysis is mostly used to carry out whereabouts lock to the target person absorbed in monitor video
It is fixed.That is, monitoring personnel is after determining personnel's picture in monitor video, according to the time of occurrence of target in each monitor video,
The path of target person is extrapolated in a manner of manual analysis, still, the mode inefficiency of manual analysis can not be in the short time
Interior lock onto target whereabouts.
Summary of the invention
This application provides a kind of target whereabouts to determine method, apparatus, equipment and computer storage medium, solves existing
When determining target person path by way of manual analysis, inefficiency, can not lock onto target whereabouts in a short time skill
Art problem.
In view of this, the application first aspect, which provides a kind of target whereabouts, determines method, comprising:
The search condition of user's input is received, and is sent to search server for search pictures and similarity are preset, wherein
Described search condition includes: search pictures, similarity threshold and query time；
Receive what described search server was sent, according to described search picture and similarity threshold, what is determined searches with described
Capture apparatus corresponding to the picture to be matched and each picture to be matched of similar first preset quantity of rope picture；
All pictures to be matched are shown, and generate picture selection region；
Virtual map according to the matching picture that user is inputted by picture selection region, corresponding to actual geographic region
On, target line is obtained after capture apparatus corresponding to each matching picture is carried out line according to the time sequencing in query time
Track.
Preferably, the method also includes:
Receive the face picture of the front end capture apparatus shooting in actual geographic region, and the face picture is sent to
Described search server.
Preferably, described search server includes: picture searching server and text searching server；
The face picture of front end capture apparatus shooting in the reception actual geographic region, and the face picture is sent out
It send to search server and specifically includes:
The face picture for receiving the front end capture apparatus shooting in the actual geographic region, the face picture is distinguished
It is sent to picture searching server and text searching server；
The search condition for receiving user's input, and search server is sent to by search pictures and similarity are preset,
Wherein, described search condition includes: that search pictures, similarity threshold and query time specifically include:
The search condition of user's input is received, and is sent to picture searching server for search pictures and similarity are preset,
Wherein, described search condition includes: search pictures, similarity threshold and query time；
It is described to receive what described search server was sent, according to described search picture and similarity threshold, determine with institute
It is specific to state capture apparatus corresponding to the picture to be matched and each picture to be matched of similar first preset quantity of search pictures
Include:
Receive what the picture searching server was sent, according to the of described search picture and the preset determination of the similarity
The Image ID of one preset quantity, each corresponding picture to be matched similar with described search picture of the Image ID, and will
The Image ID is sent to the text searching server；
Receive that the full-text search server sends inquires according to the Image ID, the first preset quantity to
With capture apparatus corresponding to picture and each picture to be matched.
Preferably, the method also includes:
The characteristic value of described search picture is extracted according to feature extraction algorithm；
The search condition for receiving user's input, and search server is sent to by search pictures and similarity are preset,
Wherein, described search condition includes: search pictures, similarity threshold and query time specifically:
The search condition for receiving user's input extracts the characteristic value of described search picture according to feature extraction algorithm, by institute
State characteristic value and the similarity be preset is sent to picture searching server, wherein described search condition include: search pictures,
Similarity threshold and query time；
Described to receive what search server was sent, according to described search picture and similarity threshold, what is determined searches with described
Capture apparatus corresponding to the picture to be matched and each picture to be matched of similar first preset quantity of rope picture specifically:
Receive what the picture searching server was sent, according to the first of the characteristic value and the preset determination of the similarity
The Image ID of preset quantity, the corresponding picture to be matched similar with described search picture of each Image ID, and by institute
It states Image ID and is sent to the text searching server；
Receive that the full-text search server sends inquires according to the Image ID, the first preset quantity to
With capture apparatus corresponding to picture and each picture to be matched.
Preferably, the face picture of the front end capture apparatus shooting received in actual geographic region, and according to feature
After extraction algorithm extracts characteristic value to the face picture, the characteristic value of face picture and face picture is sent to search service
Implement body includes:
Virtual map according to the matching picture that user is inputted by picture selection region, corresponding to actual geographic region
On, mesh is obtained after capture apparatus corresponding to each matching picture is carried out line according to the chronological order in query time
Mark whereabouts.
The application second aspect provides a kind of target whereabouts determining device, comprising:
Input unit for receiving the search condition of user's input, and preset be sent to of search pictures and similarity is searched
Rope server, wherein described search condition includes: search pictures, similarity threshold and query time；
Matching unit, for receiving the transmission of described search server, according to described search picture and similarity threshold, really
Shooting corresponding to the picture to be matched and each picture to be matched of fixed the first preset quantity similar with described search picture
Equipment；
Display unit for showing all pictures to be matched, and generates picture selection region；
Whereabouts generation unit, the matching picture for being inputted according to user by picture selection region, in actual geographic area
On virtual map corresponding to domain, according to the time sequencing in query time by capture apparatus corresponding to each matching picture into
Target whereabouts are obtained after row line.
Preferably, described device further include:
Preset unit, for receiving the face picture of the shooting of the front end capture apparatus in actual geographic region, and will be described
Face picture is sent to described search server.
Preferably, described search server includes: picture searching server and text searching server；
The preset unit is specifically used for, and receives the face figure of the front end capture apparatus shooting in the actual geographic region
The face picture is respectively sent to picture searching server and text searching server by piece；
The input unit is specifically used for, and receives the search condition of user's input, and search pictures and similarity are preset
It is sent to picture searching server, wherein described search condition includes: search pictures, similarity threshold and query time；
The matching unit specifically includes:
First coupling subelement, for receiving the picture searching server transmission, according to described search picture and institute
The Image ID of the first preset quantity of the preset determination of similarity is stated, each Image ID corresponds to one and described search picture phase
As picture to be matched, and the Image ID is sent to the text searching server；
Second coupling subelement, receive that the full-text search server sends inquires according to the Image ID, the
Capture apparatus corresponding to the picture to be matched of one preset quantity and each picture to be matched.
The application third aspect provides a kind of target following equipment, and the equipment includes processor and memory；
Said program code is transferred to the processor for storing program code by the memory；
The processor is used to determine method according to the above-mentioned target whereabouts of instruction execution in said program code.
The application fourth aspect provides a kind of computer storage medium, and the computer storage medium is for storing program
Code, said program code determine method for executing above-mentioned target whereabouts.
As can be seen from the above technical solutions, the embodiment of the present application has the advantage that
This application provides a kind of target whereabouts to determine method, apparatus, equipment and computer storage medium, wherein method packet
It includes: picture to be matched similar with search pictures being determined according to the search condition that user inputs first, by all figures to be matched
After piece is shown, the matching picture of user's input is received, because a picture is corresponding with a capture apparatus, corresponding shooting is set
The standby shooting time that will record captured picture, can will automatically generate target after capture apparatus line according to time sequencing at this time
The whereabouts of personnel, whole process eliminates personnel and determines picture step in monitor video one by one, and according to each monitor video
After the time of occurrence of middle target, the mode of manual analysis extrapolates the path of target person, so that entire analytic process time contracting
It is short, solve existing when determining target person path by way of manual analysis, inefficiency can not lock in a short time
The technical issues of target whereabouts.
Detailed description of the invention
Fig. 1 determines the flow diagram of the first embodiment of method for target whereabouts a kind of in the embodiment of the present application；
Fig. 2 determines the flow diagram of the second embodiment of method for target whereabouts a kind of in the embodiment of the present application；
Fig. 3 determines the flow diagram of the 3rd embodiment of method for target whereabouts a kind of in the embodiment of the present application；
Fig. 4 is a kind of structural schematic diagram of target whereabouts determining device in the embodiment of the present application.
Specific embodiment
The embodiment of the present application provides a kind of target whereabouts and determines method, apparatus, equipment and computer storage medium, solves
Existing when determining target person path by way of manual analysis, inefficiency can not lock onto target row in a short time
The technical issues of track.
In order to make those skilled in the art more fully understand application scheme, below in conjunction in the embodiment of the present application
Attached drawing, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described embodiment is only this
Apply for a part of the embodiment, instead of all the embodiments.Based on the embodiment in the application, those of ordinary skill in the art exist
Every other embodiment obtained under the premise of creative work is not made, shall fall in the protection scope of this application.
Referring to Fig. 1, a kind of target whereabouts determine the flow diagram of the first embodiment of method in the embodiment of the present application,
Include:
Step 101, the search condition for receiving user's input, and search service is sent to by search pictures and similarity are preset
Device, wherein search condition includes: search pictures, similarity threshold and query time.
It should be noted that the search condition of user's input is received first, then by search pictures and the preset hair of similarity
It send to search server, wherein search condition includes: search pictures, similarity threshold and query time.
Step 102 receives what search server was sent, according to search pictures and similarity threshold, determine and search graph
Capture apparatus corresponding to the picture to be matched and each picture to be matched of similar first preset quantity of piece.
It should be noted that by search pictures and similarity are preset be sent to search server after, receive search server
It sends, according to search pictures and similarity threshold, the figure to be matched of the first preset quantity similar with search pictures determined
Capture apparatus corresponding to piece and each picture to be matched.
All pictures to be matched are shown, and generate picture selection region by step 103.
It should be noted that receive the first preset quantity similar with search pictures picture to be matched and it is each to
After matching capture apparatus corresponding to picture, all pictures to be matched are shown, and generate picture selection region.
Step 104, the matching picture inputted according to user by picture selection region, corresponding to actual geographic region
On virtual map, obtained after capture apparatus corresponding to each matching picture is carried out line according to the time sequencing in query time
To target whereabouts.
It should be noted that after generating picture selection region, the matching figure that is inputted according to user by picture selection region
Piece, on the virtual map corresponding to actual geographic region, according to the time sequencing in query time by each matching picture institute
Corresponding capture apparatus obtains target whereabouts after carrying out line.
In the present embodiment, figure to be matched similar with search pictures is determined according to the search condition that user inputs first
Piece after showing all pictures to be matched, receives the matching picture of user's input, because a picture is corresponding with a shooting
Equipment, corresponding capture apparatus will record the shooting time of captured picture, at this time can be according to time sequencing by capture apparatus
Automatically generating the whereabouts of target person after line, whole process eliminates personnel and determines picture step in monitor video one by one,
And after the time of occurrence according to target in each monitor video, the mode of manual analysis extrapolates the path of target person, so that
The entire analytic process time shortens, and solves existing when determining target person path by way of manual analysis, inefficiency,
Can not in a short time lock onto target whereabouts the technical issues of.
The above are the first embodiments that a kind of target whereabouts provided by the embodiments of the present application determine method, and the following are the application
A kind of target whereabouts that embodiment provides determine the second embodiment of method.
Referring to Fig. 2, a kind of target whereabouts determine the flow diagram of the second embodiment of method in the embodiment of the present application,
Include:
Step 200 receives the face picture that the front end capture apparatus in actual geographic region is shot, and face picture is sent out
It send to search server.
It should be noted that receiving the face picture of the front end capture apparatus shooting in actual geographic region first, and will
Face picture is sent to search server.It is understood that capture apparatus can be other structures such as camera.
Step 201, the search condition for receiving user's input, and search service is sent to by search pictures and similarity are preset
Device, wherein search condition includes: search pictures, similarity threshold and query time.
It should be noted that the search condition inputted also may include capture apparatus herein, when primarily determining capture apparatus
In the case where, target whereabouts can also be quickly and accurately determined according to capture apparatus.
Step 202 receives what search server was sent, according to search pictures and similarity threshold, determine and search graph
Capture apparatus corresponding to the picture to be matched and each picture to be matched of similar first preset quantity of piece.
It should be noted that step 202 is identical as the content of step 102 in the application first embodiment, specific descriptions can
With referring to the content of first embodiment step 102, details are not described herein.
All pictures to be matched are shown, and generate picture selection region by step 203.
It should be noted that step 203 is identical as the content of step 103 in the application first embodiment, specific descriptions can
With referring to the content of first embodiment step 103, details are not described herein.
Step 204, the matching picture inputted according to user by picture selection region, corresponding to actual geographic region
On virtual map, capture apparatus corresponding to each matching picture is subjected to line according to the chronological order in query time
After obtain target whereabouts.
It should be noted that time sequencing as described in this embodiment are as follows: sequencing.It is understood that herein
Described time sequencing may be sequence from back to front, then the whereabouts of objectives may refer to aforementioned, not do herein
It repeats again.
In the present embodiment, figure to be matched similar with search pictures is determined according to the search condition that user inputs first
Piece after showing all pictures to be matched, receives the matching picture of user's input, because a picture is corresponding with a shooting
Equipment, corresponding capture apparatus will record the shooting time of captured picture, at this time can be according to time sequencing by capture apparatus
Automatically generating the whereabouts of target person after line, whole process eliminates personnel and determines picture step in monitor video one by one,
And after the time of occurrence according to target in each monitor video, the mode of manual analysis extrapolates the path of target person, so that
The entire analytic process time shortens, and solves existing when determining target person path by way of manual analysis, inefficiency,
Can not in a short time lock onto target whereabouts the technical issues of.
The above are the second embodiments that a kind of target whereabouts provided by the embodiments of the present application determine method, and the following are the application
A kind of target whereabouts that embodiment provides determine the 3rd embodiment of method.
Referring to Fig. 3, a kind of target whereabouts determine the flow diagram of the 3rd embodiment of method in the embodiment of the present application,
Include:
Step 300 receives the face picture that the front end capture apparatus in actual geographic region is shot, and face picture is distinguished
It is sent to picture searching server and text searching server.
It should be noted that after receiving the face picture that the front end capture apparatus in actual geographic region is shot, by face
Picture is respectively sent to picture searching server and text searching server.It is understood that being sent to by face picture
Before picture searching server, the characteristic value of face picture can be extracted according to feature extraction algorithm.Certainly face picture is extracted
Characteristic value can also execute in picture searching server.
Step 301, the search condition for receiving user's input, the characteristic value of search pictures is extracted according to feature extraction algorithm,
Picture searching server is sent to by characteristic value and similarity are preset, wherein search condition includes: search pictures, similarity threshold
Value and query time.
It should be noted that in the present embodiment, in order to accelerate the matching speed of search pictures, firstly, according to feature extraction
Algorithm extracts the characteristic value of search pictures, is sent to search server for characteristic value and similarity are preset.It is retouched in the present embodiment
The characteristic value stated can be with are as follows: color characteristic, textural characteristics, shape feature and spatial relation characteristics etc., it is possible to understand that, this implementation
In example, the form of expression of characteristic value can be binary system or other forms, be not specifically limited herein.Certainly, search is extracted
The characteristic value of picture can also carry out in picture searching server.
Step 302 receives what picture searching server was sent, according to the characteristic value of search pictures and the preset determination of similarity
The first preset quantity Image ID, the corresponding picture to be matched similar with search pictures of every ID, and Image ID is sent out
It send to text searching server.
It should be noted that picture searching server determines that picture to be matched can be, it is first determined the spy of search pictures
Then the similarity of the characteristic value of the face picture stored in value indicative and picture searching server chooses similarity and is more than or equal to phase
Like degree threshold value face picture picture as picture to be matched.
Step 303, being inquired according to Image ID of receiving that full-text search server sends, first preset quantity to
With capture apparatus corresponding to picture and each picture to be matched.
All pictures to be matched are shown, and generate picture selection region by step 304.
It should be noted that step 304 is identical as the content of step 103 in the application first embodiment, specific descriptions can
With referring to the content of first embodiment step 103, details are not described herein.
Step 305, the matching picture inputted according to user by picture selection region, corresponding to actual geographic region
On virtual map, capture apparatus corresponding to each matching picture is subjected to line according to the chronological order in query time
After obtain target whereabouts.
It should be noted that step 305 is identical as the content of step 204 in the application second embodiment, specific descriptions can
With referring to the content of second embodiment step 204, details are not described herein.
In the present embodiment, figure to be matched similar with search pictures is determined according to the search condition that user inputs first
Piece after showing all pictures to be matched, receives the matching picture of user's input, because a picture is corresponding with a shooting
Equipment, corresponding capture apparatus will record the shooting time of captured picture, at this time can be according to time sequencing by capture apparatus
Automatically generating the whereabouts of target person after line, whole process eliminates personnel and determines picture step in monitor video one by one,
And after the time of occurrence according to target in each monitor video, the mode of manual analysis extrapolates the path of target person, so that
The entire analytic process time shortens, and solves existing when determining target person path by way of manual analysis, inefficiency,
Can not in a short time lock onto target whereabouts the technical issues of.
The above are the 3rd embodiments that a kind of target whereabouts provided by the embodiments of the present application determine method, and the following are the application
A kind of embodiment for target whereabouts determining device that embodiment provides.
Referring to Fig. 4, a kind of structural schematic diagram of the embodiment of target whereabouts determining device in the embodiment of the present application, packet
It includes:
Input unit 401 is sent to for receiving the search condition of user's input, and by search pictures and similarity are preset
Search server, wherein search condition includes: search pictures, similarity threshold and query time；
Matching unit 402, according to search pictures and similarity threshold, is determined for receiving search server transmission
Capture apparatus corresponding to the picture to be matched of the first preset quantity similar with search pictures and each picture to be matched；
Display unit 403 for showing all pictures to be matched, and generates picture selection region；
Whereabouts generation unit 404, the matching picture for being inputted according to user by picture selection region, in actual geographic
On virtual map corresponding to region, according to the time sequencing in query time by capture apparatus corresponding to each matching picture
Target whereabouts are obtained after carrying out line.
Further, device further include:
Preset unit 400, for receiving the face picture of the shooting of the front end capture apparatus in actual geographic region, and by people
Face picture is sent to search server.
Further, search server includes: picture searching server and text searching server；
Preset unit 400 is specifically used for, and receives the face figure of the front end capture apparatus shooting in the actual geographic region
Face picture is respectively sent to picture searching server and text searching server by piece；
Input unit 401 is specifically used for, and receives the search condition of user's input, and by search pictures and the preset hair of similarity
It send to picture searching server, wherein search condition includes: search pictures, similarity threshold and query time；
Matching unit 402 specifically includes:
First coupling subelement 4021, for receiving the transmission of picture searching server, according to search pictures and similarity
The Image ID of first preset quantity of preset determination, the corresponding picture to be matched similar with search pictures of every ID, and will
Image ID is sent to text searching server；
Second coupling subelement 4022, receive that full-text search server sends inquires according to Image ID, and first is pre-
Set capture apparatus corresponding to the picture to be matched and each picture to be matched of quantity.
In the present embodiment, figure to be matched similar with search pictures is determined according to the search condition that user inputs first
Piece after showing all pictures to be matched, receives the matching picture of user's input, because a picture is corresponding with a shooting
Equipment, corresponding capture apparatus will record the shooting time of captured picture, at this time can be according to time sequencing by capture apparatus
Automatically generating the whereabouts of target person after line, whole process eliminates personnel and determines picture step in monitor video one by one,
And after the time of occurrence according to target in each monitor video, the mode of manual analysis extrapolates the path of target person, so that
The entire analytic process time shortens, and solves existing when determining target person path by way of manual analysis, inefficiency,
Can not in a short time lock onto target whereabouts the technical issues of.
The embodiment of the present application also provides a kind of target following equipment, equipment includes processor and memory, memory
It is transferred to processor for storing program code, and by program code, processor is used for according to the instruction execution in program code
Target whereabouts described in foregoing individual embodiments determine method, thereby executing various function application and data processing.
The embodiment of the present application also provides a kind of computer readable storage medium, for storing program code, the program code
Any one embodiment in method is determined for executing target whereabouts described in foregoing individual embodiments.
It is apparent to those skilled in the art that for convenience and simplicity of description, the system of foregoing description,
The specific work process of device and unit, can refer to corresponding processes in the foregoing method embodiment, and details are not described herein.
The description of the present application and term " first " in above-mentioned attached drawing, " second ", " third ", " the 4th " etc. are (if deposited
) it is to be used to distinguish similar objects, without being used to describe a particular order or precedence order.It should be understood that use in this way
Data are interchangeable under appropriate circumstances, so that embodiments herein described herein for example can be in addition to illustrating herein
Or the sequence other than those of description is implemented.In addition, term " includes " and " having " and their any deformation, it is intended that
Cover it is non-exclusive include, for example, containing the process, method, system, product or equipment of a series of steps or units need not limit
In step or unit those of is clearly listed, but may include be not clearly listed or for these process, methods, produce
The other step or units of product or equipment inherently.
It should be appreciated that in this application, " at least one (item) " refers to one or more, and " multiple " refer to two or two
More than a."and/or" indicates may exist three kinds of relationships, for example, " A and/or B " for describing the incidence relation of affiliated partner
It can indicate: only exist A, only exist B and exist simultaneously tri- kinds of situations of A and B, wherein A, B can be odd number or plural number.Word
Symbol "/" typicallys represent the relationship that forward-backward correlation object is a kind of "or"." at least one of following (a) " or its similar expression, refers to
Any combination in these, any combination including individual event (a) or complex item (a).At least one of for example, in a, b or c
(a) can indicate: a, b, c, " a and b ", " a and c ", " b and c ", or " a and b and c ", and wherein a, b, c can be individually, can also
To be multiple.
In several embodiments provided herein, it should be understood that disclosed system, device and method can be with
It realizes by another way.For example, the apparatus embodiments described above are merely exemplary, for example, the unit
It divides, only a kind of logical function partition, there may be another division manner in actual implementation, such as multiple units or components
It can be combined or can be integrated into another system, or some features can be ignored or not executed.Another point, it is shown or
The mutual coupling, direct-coupling or communication connection discussed can be through some interfaces, the indirect coupling of device or unit
It closes or communicates to connect, can be electrical property, mechanical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, each functional unit in each embodiment of the application can integrate in one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also realize in the form of software functional units.
If the integrated unit is realized in the form of SFU software functional unit and sells or use as independent product
When, it can store in a computer readable storage medium.Based on this understanding, the technical solution of the application is substantially
The all or part of the part that contributes to existing technology or the technical solution can be in the form of software products in other words
It embodies, which is stored in a storage medium, including some instructions are used so that a computer
Equipment (can be personal computer, server or the network equipment etc.) executes the complete of each embodiment the method for the application
Portion or part steps.And storage medium above-mentioned includes: USB flash disk, mobile hard disk, read-only memory (full name in English: Read-Only
Memory, english abbreviation: ROM), random access memory (full name in English: Random Access Memory, english abbreviation:
RAM), the various media that can store program code such as magnetic or disk.
The above, above embodiments are only to illustrate the technical solution of the application, rather than its limitations；Although referring to before
Embodiment is stated the application is described in detail, those skilled in the art should understand that: it still can be to preceding
Technical solution documented by each embodiment is stated to modify or equivalent replacement of some of the technical features；And these
It modifies or replaces, the spirit and scope of each embodiment technical solution of the application that it does not separate the essence of the corresponding technical solution.
Claims (10)
1. a kind of target whereabouts determine method characterized by comprising
The search condition of user's input is received, and is sent to search server for search pictures and similarity are preset, wherein is described
Search condition includes: search pictures, similarity threshold and query time；
Receive what described search server was sent, according to described search picture and similarity threshold, determine with described search figure
Capture apparatus corresponding to the picture to be matched and each picture to be matched of similar first preset quantity of piece；
All pictures to be matched are shown, and generate picture selection region；
According to the matching picture that user is inputted by picture selection region, on the virtual map corresponding to actual geographic region,
Target whereabouts are obtained after capture apparatus corresponding to each matching picture is carried out line according to the time sequencing in query time.
2. the method according to claim 1, wherein the method also includes:
Receive the face picture of the front end capture apparatus shooting in actual geographic region, and the face picture is sent to described
Search server.
3. according to the method described in claim 2, it is characterized in that, described search server include: picture searching server and
Text searching server；
The face picture of front end capture apparatus shooting in the reception actual geographic region, and the face picture is sent to
Search server specifically includes:
The face picture for receiving the front end capture apparatus shooting in the actual geographic region, the face picture is sent respectively
To picture searching server and text searching server；
The search condition for receiving user's input, and search server is sent to by search pictures and similarity are preset, wherein
Described search condition includes: that search pictures, similarity threshold and query time specifically include:
The search condition of user's input is received, and is sent to picture searching server for search pictures and similarity are preset, wherein
Described search condition includes: search pictures, similarity threshold and query time；
Described to receive what described search server was sent, according to described search picture and similarity threshold, what is determined searches with described
Capture apparatus corresponding to the picture to be matched and each picture to be matched of similar first preset quantity of rope picture specifically wraps
It includes:
Receive what the picture searching server was sent, it is pre- according to the first of described search picture and the preset determination of the similarity
The Image ID of quantity is set, each Image ID corresponds to a picture to be matched similar with described search picture, and will be described
Image ID is sent to the text searching server；
Receive that the full-text search server sends inquires according to the Image ID, the figure to be matched of the first preset quantity
Capture apparatus corresponding to piece and each picture to be matched.
4. according to the method described in claim 3, it is characterized in that, the method also includes:
The characteristic value of described search picture is extracted according to feature extraction algorithm；
The search condition for receiving user's input, and picture searching server is sent to by search pictures and similarity are preset,
Described search condition includes: search pictures, similarity threshold and query time specifically:
The search condition for receiving user's input extracts the characteristic value of described search picture according to feature extraction algorithm, by the spy
The value indicative and similarity is preset is sent to picture searching server, wherein described search condition includes: search pictures, similar
Spend threshold value and query time；
It is described to receive what search server was sent, according to described search picture and similarity threshold, determine with described search figure
Capture apparatus corresponding to the picture to be matched and each picture to be matched of similar first preset quantity of piece specifically:
Receive what the picture searching server was sent, it is preset according to the first of the characteristic value and the preset determination of the similarity
The Image ID of quantity, the corresponding picture to be matched similar with described search picture of each Image ID, and by the figure
Piece ID is sent to the text searching server；
Receive that the full-text search server sends inquires according to the Image ID, the figure to be matched of the first preset quantity
Capture apparatus corresponding to piece and each picture to be matched.
5. the method according to claim 1, wherein inputted according to user by picture selection region
With picture, on the virtual map corresponding to actual geographic region, each matching is schemed according to the time sequencing in query time
Target whereabouts are obtained after the progress line of capture apparatus corresponding to piece to specifically include:
According to the matching picture that user is inputted by picture selection region, on the virtual map corresponding to actual geographic region,
Target is obtained after capture apparatus corresponding to each matching picture is carried out line according to the chronological order in query time
Whereabouts.
6. a kind of target whereabouts determining device characterized by comprising
Input unit searches for clothes for receiving the search condition of user's input, and by preset be sent to of search pictures and similarity
Business device, wherein described search condition includes: search pictures, similarity threshold and query time；
Matching unit, according to described search picture and similarity threshold, is determined for receiving the transmission of described search server
Shooting corresponding to the picture to be matched of the first preset quantity similar with described search picture and each picture to be matched is set
It is standby；
Display unit for showing all pictures to be matched, and generates picture selection region；
Whereabouts generation unit, the matching picture for being inputted according to user by picture selection region, in actual geographic region institute
On corresponding virtual map, capture apparatus corresponding to each matching picture is connected according to the time sequencing in query time
Target whereabouts are obtained after line.
7. device according to claim 6, which is characterized in that described device further include:
Preset unit, for receiving the face picture of the shooting of the front end capture apparatus in actual geographic region, and by the face
Picture is sent to described search server.
8. device according to claim 7, which is characterized in that described search server include: picture searching server and
Text searching server；
The preset unit is specifically used for, and receives the face picture of the front end capture apparatus shooting in the actual geographic region,
The face picture is respectively sent to picture searching server and text searching server；
The input unit is specifically used for, and receives the search condition of user's input, and by search pictures and the preset transmission of similarity
To picture searching server, wherein described search condition includes: search pictures, similarity threshold and query time；
The matching unit specifically includes:
First coupling subelement, for receiving the picture searching server transmission, according to described search picture and the phase
Like the Image ID for the first preset quantity for spending preset determination, corresponding one of each Image ID is similar with described search picture
Picture to be matched, and the Image ID is sent to the text searching server；
Second coupling subelement, receive that the full-text search server sends inquires according to the Image ID, and first is pre-
Set capture apparatus corresponding to the picture to be matched and each picture to be matched of quantity.
9. a kind of target following equipment, which is characterized in that the equipment includes processor and memory；
Said program code is transferred to the processor for storing program code by the memory；
The processor is used for the target according to instruction execution any one of claims 1 to 5 in said program code
Whereabouts determine method.
10. a kind of computer storage medium, which is characterized in that the computer storage medium is described for storing program code
Program code determines method for target whereabouts described in any one of perform claim requirement 1 to 5.
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