CN106777215A - A kind of image searching result display methods and device - Google Patents
A kind of image searching result display methods and device Download PDFInfo
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- CN106777215A CN106777215A CN201611210848.2A CN201611210848A CN106777215A CN 106777215 A CN106777215 A CN 106777215A CN 201611210848 A CN201611210848 A CN 201611210848A CN 106777215 A CN106777215 A CN 106777215A
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- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
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- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
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Abstract
The embodiment of the invention discloses a kind of image searching result display methods and device, methods described includes：The business application module obtains retrieval result picture from described image data processing module, and the retrieval result picture is that described image data processing module obtains the facial image for being more than predetermined threshold value with target facial image similarity from the face database；The business application module is by the retrieval result picture in default interface display.Certain target image is retrieved by the image processing system that can connect each diode reason unit so that the final retrieval result complete and accurate for presenting.
Description
Technical field
The present invention relates to artificial intelligence field, and in particular to a kind of image searching result display methods and device.
Background technology
Portrait recognition technology refers to utilize image processing techniques, the facial image in identification picture, and facial image is entered
A kind of technology that row feature extraction quantizes, current portrait recognition technology has been applied in various scenes, for example, sharp
Personnel track, identification differentiation personnel etc. can be followed the trail of with portrait recognition technology.
At present, when one-level management department indicates each diode reason department to remove to follow the trail of certain target person, can by
Each diode reason department disposes camera, and then each diode reason department is carried out by the facial image captured to camera again
To be tracked target person, but in the prior art, different diodes manages the image processing system independence of department's arrangement for analysis,
When realizing that cooperation carries out personal management between general headquarters and each branch, cooperate high cost, and difficulty is big.For example, work as needing to certain
When the facial image that branch's arrangement camera is captured is retrieved, it is impossible to which very intactly presentation user wants the retrieval knot known
Really.
The content of the invention
A kind of image searching result display methods and device are the embodiment of the invention provides, to the retrieval of presentation can be made
As a result complete and accurate.
In a first aspect, the embodiment of the present invention provides a kind of image searching result display methods, it is characterised in that methods described
Image processing system is applied to, the facial image processing system also includes multiple images data acquisition module, and view data accesses mould
Block, image data processing module, business application module, described image data acquisition module is used to gather face image data, institute
View data AM access module is stated for realizing the multiple image data acquiring module, described image data processing module and institute
The data communication between business application module is stated, described image processing module is used for the target face image data
Reason, the business application module is provided based on the higher layer applications on described image data processing module, described image data processing
Module includes face database, and the face database is obtained based on the multiple image capture module, the side
Method includes：
The business application module obtains retrieval result picture, the retrieval result figure from described image data processing module
Piece is that described image data processing module is obtained with target facial image similarity more than default from the face database
The facial image of threshold value；
The business application module is by the retrieval result picture in default interface display.
As can be seen that in the technical scheme that is provided of the embodiment of the present invention, the business application module is from described image number
Retrieval result picture is obtained according to processing module, the retrieval result picture is described image data processing module from the face figure
As database obtains the facial image with target facial image similarity more than predetermined threshold value；The business application module will be described
Retrieval result picture is in default interface display.By in the image processing system that can connect each diode and manage unit to certain
Target image is retrieved so that the final retrieval result complete and accurate for presenting.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention 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 only this
Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can be with
Other accompanying drawings are obtained according to these accompanying drawings.
Fig. 1 is a kind of configuration diagram of image processing system 100 provided in an embodiment of the present invention；
Fig. 2 is that a kind of first embodiment flow of image searching result display methods provided in an embodiment of the present invention is illustrated
Figure；
Fig. 3 is a kind of second embodiment stream of people flow rate statistical method based on image recognition provided in an embodiment of the present invention
Journey schematic diagram；
Fig. 4 is a kind of structural representation of the first embodiment of image searching result display device provided in an embodiment of the present invention
Figure；
Fig. 5 is a kind of structural representation of the second embodiment of image searching result display device provided in an embodiment of the present invention
Figure.
Specific embodiment
A kind of image searching result display methods and device are the embodiment of the invention provides, to the retrieval of presentation can be made
As a result complete and accurate.
In order that those skilled in the art more fully understand the present invention program, below in conjunction with the embodiment of the present invention
Accompanying drawing, is clearly and completely described to the technical scheme in the embodiment of the present invention, it is clear that described embodiment is only
The embodiment of a part of the invention, rather than whole embodiments.Based on the embodiment in the present invention, ordinary skill people
The every other embodiment that member is obtained under the premise of creative work is not made, should all belong to the model of present invention protection
Enclose.
Term " first ", " second " and " the 3rd " in description and claims of this specification and above-mentioned accompanying drawing etc. is
For distinguishing different objects, not for description particular order.Additionally, term " including " and their any deformations, it is intended that
Non-exclusive included in covering.Process, method, system, product or the equipment for for example containing series of steps or unit do not have
The step of having listed or unit are defined in, but alternatively also include the step of not listing or unit, or alternatively also included
For these processes, method, product or other intrinsic steps of equipment or unit.
Referring first to Fig. 1, Fig. 1 is a kind of configuration diagram of image processing system 100 provided in an embodiment of the present invention, institute
Stating image processing system includes multiple images data acquisition device 110, and image data processing system 120, view data accesses dress
Put 130, traffic application device 140.
Wherein, described image data acquisition module is used to gather target face image data.Image data acquiring module point
Multiple diode reason units are not in the layout of, for gathering target face image data and by the face image data by described
Data access module 120 is sent to the data processing module 130；For example, the image data acquiring module can be arranged at certain
In individual chain-supermarket, sent to general headquarters by and by the face image data that gets.
Described image data access module is used to realize the multiple image data acquiring module, described image data processing
Data communication between module and the business application module.
Described image processing module is used to that the target face image data process obtaining at face image data
Reason result, then again sends to the business application module 140 the face image data result；Described image data
Processing module includes face database, and the face database is obtained based on the multiple image capture module.Can
To understand, because office of image capture module portion manages unit in each diode, so the face database is integrated with each
Diode manages the face image data of unit.
In embodiments of the present invention, the image processing module provides structuring engine with contrast engine, it is possible to use structure
Change engine implementation carries out feature extraction to obtain facial image structural data to the face image data for getting, and utilizes
Contrast identification of the contrast engine implementation to facial image, for example, work as to need to retrieve similar face figure to certain target facial image
During picture, now can first call structuring engine that structuring is carried out to the target facial image and obtain the target face structuring
Data, reuse contrast engine and go to be contrasted to obtain with face database by the target facial image structural data
The retrieval result of facial image.
In embodiments of the present invention, the face database includes facial image, face characteristic value, human face structure number
According to, and the main structural data such as including sex, age, accessories of human face structure data.
The business application module is provided based on the higher layer applications on described image data processing module, business application module
Receive the face image data result of image processing module transmission and show.
In embodiments of the present invention, the business application module includes retrieval submodule, when user calls the retrieval submodule
When, can trigger and call the contrast engine in image processing module to go to perform image retrieval identification.
In embodiments of the present invention, image AM access module, image processing module and business application module are in the layout of one-level pipe
Reason unit.Wherein, one-level management unit can be managed to diode reason unit, for example, the one-level management unit can be
General headquarters, diode reason unit can be each branch.
Image processing system provided in an embodiment of the present invention, multiple images data acquisition is set up by managing unit in diode
Device 110, the face image data for then again collecting image data acquiring device 110 passes through view data access device
120 are linked into the image data processing system 130 of one-level management unit and traffic application device 140 goes unification to enter view data
Row treatment and analysis.So that unified pipe of the one-level management unit to each diode reason unit data presented can be realized
Reason, improves data-handling efficiency, and is managed collectively by by data, namely realizes being total to for each diode reason unit data
Enjoy, improve data separate value.
The image searching result display methods of the offer of the embodiment of the present invention realized based on above-mentioned image processing system,
Can cause that the result for retrieving is to be integrated with the data that each diode reason unit is collected so that Search Results are more accurate complete
Face.
Image searching result display methods provided in an embodiment of the present invention is specifically described below.
Referring to Fig. 2, Fig. 2 is a kind of first embodiment stream of image searching result display methods provided in an embodiment of the present invention
Journey schematic diagram.The method is applied to the image processing system described in Fig. 1.As shown in Fig. 2 image inspection provided in an embodiment of the present invention
Rope result presentation method is comprised the following steps：
S201, the business application module obtain retrieval result picture, the retrieval from described image data processing module
As a result picture is that described image data processing module obtains big with target facial image similarity from the face database
In the facial image of predetermined threshold value.
In embodiments of the present invention, when business application module initiates retrieval request, image processing module is to target face
Image performs retrieval, gets the facial image more than predetermined threshold value, the facial image with target facial image similarity
As retrieval result picture.
Alternatively, in embodiments of the present invention, in order that the retrieval result picture degree of accuracy for retrieving is high, can now set
A larger threshold value is put, for example, 95%.
Alternatively, in another embodiment of the present invention, in order that the retrieving image covering for retrieving is comprehensive, now may be used
To set a relatively small threshold value, for example, 90%.
In embodiments of the present invention, the retrieval result picture may be one, it is also possible to for multiple.
S202, the business application module are by the retrieval result picture in default interface display.
Wherein, default interface refers to the display interface of the image processing system.
Specifically, during business application module display retrieval result picture, can further show and the retrieval result picture
Corresponding original image, the original image is the big figure that video camera is directly photographed, and the facial image is to be intercepted from the big figure
Arrive.So as to scheme by the way that derivation is big, can be in order to watch whole photographed scene.
For example, in an example of the invention, certain face figure is photographed when camera is set up in certain region
During picture, in order to check that the facial image whether there is in face database, now image data processing module can be with
The facial image is retrieved for target facial image in face database, and then image data processing module again will inspection
Rope to the retrieval result picture with the similarity of target facial image more than 95% export to business application module in the image
Shown on processing system display interface, so that user checks.
As can be seen that in the scheme of the present embodiment, the business application module is obtained from described image data processing module
Retrieval result picture, the retrieval result picture be described image data processing module from the face database obtain with
Facial image of the target facial image similarity more than predetermined threshold value；The business application module exists the retrieval result picture
Default interface display.Certain target image is examined by the image processing system that can connect each diode reason unit
Rope so that the final retrieval result complete and accurate for presenting.
Alternatively, in one embodiment of the invention, the business application module by the retrieval result picture pre-
If interface display, specially：
The business application module according to first it is pre-conditioned the retrieval result picture is ranked up with obtain order
Retrieval result picture, and by the ordered retrieval result picture in the default interface display.
Alternatively, in one embodiment of the invention, this is first pre-conditioned including similarity or the time.
Alternatively, when first it is pre-conditioned for similarity when, namely business application module according to similarity to retrieval result
Picture is ranked up and obtains ordered retrieval result picture, preferential aobvious so as in default interface display ordered retrieval result picture
Show similarity picture high.
For example, in an example of the invention, when certain the target face for needing observation camera to capture
Active situation, can retrieve to the target person in face database, because the face database includes
The facial image that the camera of regional is photographed, it is possible to retrieved by target face, retrieve similar
Facial image after, you can the activity feelings of the target person are known by observing position that the similar facial image occurs
Condition.Now can with similarity be 90% search retrieval result picture, in order that retrieval result picture show when, preferably for
Family is checked, so retrieval result can will be now ranked up again with similarity, namely preferential display and target face
The big face picture of image similarity.
It is appreciated that when user needs the concern facial image high with target image similarity, now can be with similar
Degree sequencing display retrieval result picture, such that it is able to preferential display similarity picture high, makes user watch when showing result more
For convenience.
Alternatively, when first it is pre-conditioned for the time when, namely business application module according to time order and function order to retrieval
As a result picture is ranked up and obtains ordered retrieval result picture, excellent so as in default interface display ordered retrieval result picture
First show the picture captured recently.
It is appreciated that when the target image that user needs concern to capture recently, can be now ranked up with the time aobvious
Show retrieval result picture, such that it is able to preferentially check the picture of nearest candid photograph.
For example, in an example of the invention, when certain the target face for needing observation camera to capture
Active situation, can retrieve to the target person in face database, because the face database includes
The facial image that the camera of regional is photographed, it is possible to retrieved by target face, retrieve similar
Facial image after, you can the activity feelings of the target person are known by observing position that the similar facial image occurs
Condition.In order to know the position that the target person occurs recently, retrieval result can be now ranked up with time sequencing, so that
The facial image of the target person captured recently can be viewed, then corresponds to the camera for finding and capturing to the facial image
With position.
It is appreciated that in other embodiments of the invention, can also according to the demand of user with other conditions to inspection
Fruit is ranked up hitch.Retrieval result is ranked up by with different conditions so that the result of display can be closer to user
Demand shown.
Alternatively, in one embodiment of the invention, the business application module by the retrieval result picture pre-
If interface display, specially：
The business application module pre-conditioned is filtered to be filtered according to second to the retrieval result picture
Retrieval result picture, and by the filtering retrieval result picture in the default interface display.
Alternatively, in one embodiment of the invention, described second it is pre-conditioned including：
Similarity interval, cycle time section or aperiodic time period.
Alternatively, when second is pre-conditioned interval for similarity, now i.e. business application module can select retrieval to tie
Similarity in fruit is the filtering retrieval result picture in some interval, and shows.
It is appreciated that being shown by the interval facial image of different similarities, retrieval knot can be preferably observed
Really.
Alternatively, when the second pre-conditioned section for cycle time, now i.e. business application module is with stipulated time section
Cycle filters to retrieval result picture.For example, in can selecting retrieval result picture, the shooting time of camera is at noon
Retrieval result picture.
Alternatively, when second it is pre-conditioned for the aperiodic time period when, now i.e. business application module is with certain time period
Retrieval result picture is filtered.For example, during retrieval result picture can be selected, the inspection of the shooting time of camera in some day
Hitch fruit picture.
For example, in an example of the invention, when certain the target face for needing observation camera to capture
Active situation, can retrieve to the target person in face database, because the face database includes
The facial image that the camera of regional is photographed, it is possible to retrieved by target face, retrieve similar
Facial image after, you can the activity feelings of the target person are known by observing position that the similar facial image occurs
Condition.In order to pay close attention to target person active situation at noon, so now can be to retrieval result picture with periodically
Time period is filtered, namely the retrieval result picture that all cameras are photographed between selection noon 12-14 point.And for weight
Point pays close attention to active situation of the target person in some day, entered with time interval so can now be shown to retrieval result picture
Row filtering shows the retrieval result picture for photographing of some day.
It is appreciated that retrieval result picture is filtered by with cycle time section or aperiodicity time period, so that
The retrieval result picture in user's certain time interval interested can be paid close attention to, the validity of display result is improved.
As can be seen that by the retrieval result picture that is got to business application module with different in the embodiment of the present invention
Mode carries out result and shows, so that display result can preferably meet the demand of user.
Referring to Fig. 3, Fig. 3 is the second of a kind of people flow rate statistical method based on image recognition provided in an embodiment of the present invention
Embodiment schematic flow sheet.In method shown in Fig. 3, in may be referred to Fig. 2 with the same or similar content of method shown in Fig. 2
Describe in detail, here is omitted.As shown in figure 3, the people flow rate statistical side based on image recognition provided in an embodiment of the present invention
Method is comprised the following steps：
S301, the business application module obtain retrieval result picture from described image data processing module.
Wherein, the retrieval result picture be described image data processing module from the face database obtain with
Facial image of the target facial image similarity more than predetermined threshold value.
S302, the business application module root time sequencing part are ranked up to obtain order to the retrieval result picture
Retrieval result picture.
S303, by the ordered retrieval result picture in the default interface display.
As can be seen that when the target image that user needs concern to capture recently, can be now ranked up with the time aobvious
Show retrieval result picture, such that it is able to preferentially check the picture of nearest candid photograph.
The embodiment of the present invention also provides a kind of image searching result display device, it is characterised in that described device is applied to
Image processing system, the facial image processing system also includes multiple images data acquisition module, view data AM access module, business
Application module, described image data acquisition module is used to gather target face image data, and described image data access module is used
In realizing the multiple image data acquiring module, between described image data processing module and the business application module
Data communication, described image processing module is used to process the target face image data, the business application module
There is provided based on the higher layer applications on described image data processing module, described image data processing module includes face image data
Storehouse, the face database is obtained based on the multiple image capture module, and described device includes：
Acquisition module, for obtaining retrieval result picture, the retrieval result picture from described image data processing module
It is more than default threshold with target facial image similarity for described image data processing module is obtained from the face database
The facial image of value；
Display module, for by the retrieval result picture in default interface display.
Specifically, Fig. 4 is referred to, Fig. 4 is the of a kind of image searching result display device provided in an embodiment of the present invention
The structural representation of one embodiment, for realizing a kind of image searching result display methods disclosed in the embodiment of the present invention.Wherein,
As shown in figure 4, a kind of image searching result display device 400 provided in an embodiment of the present invention can include：
Acquisition module 410, for obtaining retrieval result picture, the retrieval result figure from described image data processing module
Piece is that described image data processing module is obtained with target facial image similarity more than default from the face database
The facial image of threshold value.
In embodiments of the present invention, when image searching result display device 400 initiates retrieval request, image processing module
Retrieval is performed to target facial image, the facial image more than predetermined threshold value with target facial image similarity is got,
The facial image is retrieval result picture.
Alternatively, in embodiments of the present invention, in order that the retrieval result picture degree of accuracy for retrieving is high, can now set
A larger threshold value is put, for example, 95%.
Alternatively, in another embodiment of the present invention, in order that the retrieving image covering for retrieving is comprehensive, now may be used
To set a relatively small threshold value, for example, 90%.
In embodiments of the present invention, the retrieval result picture may be one, it is also possible to for multiple.
Display module 420, for by the retrieval result picture in default interface display.
Wherein, default interface refers to the display interface of the image processing system.
For example, in an example of the invention, certain face figure is photographed when camera is set up in certain region
During picture, in order to check that the facial image whether there is in face database, now image data processing module can be with
The facial image is retrieved for target facial image in face database, and then image data processing module again will inspection
Rope to the retrieval result picture with the similarity of target facial image more than 95% export to image searching result display device
400 are shown on the image processing system display interface, so that user checks.
Alternatively, in one embodiment of the invention, the display module 420, including：
First display unit 421, for pre-conditioned being ranked up to obtain to the retrieval result picture according to first
Ordered retrieval result picture, and by the ordered retrieval result picture in the default interface display.
Alternatively, in one embodiment of the invention, this is first pre-conditioned including similarity or the time.
Alternatively, when first it is pre-conditioned for similarity when, namely image searching result display device 400 is according to similarity
Retrieval result picture is ranked up and obtains ordered retrieval result picture, so as in default interface display ordered retrieval result picture
When, preferential display similarity picture high.
For example, in an example of the invention, when certain the target face for needing observation camera to capture
Active situation, can retrieve to the target person in face database, because the face database includes
The facial image that the camera of regional is photographed, it is possible to retrieved by target face, retrieve similar
Facial image after, you can the activity feelings of the target person are known by observing position that the similar facial image occurs
Condition.Now can with similarity be 90% search retrieval result picture, in order that retrieval result picture show when, preferably for
Family is checked, so retrieval result can will be now ranked up again with similarity, namely preferential display and target face
The big face picture of image similarity.
It is appreciated that when user needs the concern facial image high with target image similarity, now can be with similar
Degree sequencing display retrieval result picture, such that it is able to preferential display similarity picture high, makes user watch when showing result more
For convenience.
Alternatively, when first it is pre-conditioned for the time when, namely image searching result display device 400 is according to time order and function
Order is ranked up to retrieval result picture and obtains ordered retrieval result picture, so as in default interface display ordered retrieval result
During picture, the picture that preferential display is captured recently.
It is appreciated that when the target image that user needs concern to capture recently, can be now ranked up with the time aobvious
Show retrieval result picture, such that it is able to preferentially check the picture of nearest candid photograph.
For example, in an example of the invention, when certain the target face for needing observation camera to capture
Active situation, can retrieve to the target person in face database, because the face database includes
The facial image that the camera of regional is photographed, it is possible to retrieved by target face, retrieve similar
Facial image after, you can the activity feelings of the target person are known by observing position that the similar facial image occurs
Condition.In order to know the position that the target person occurs recently, retrieval result can be now ranked up with time sequencing, so that
The facial image of the target person captured recently can be viewed, then corresponds to the camera for finding and capturing to the facial image
With position.
It is appreciated that in other embodiments of the invention, can also according to the demand of user with other conditions to inspection
Fruit is ranked up hitch.Retrieval result is ranked up by with different conditions so that the result of display can be closer to user
Demand shown.
Alternatively, in one embodiment of the invention, the display module 420, also includes：
Second display unit 422, for pre-conditioned being filtered to obtain to the retrieval result picture according to second
Filtering retrieval result picture, and by the filtering retrieval result picture in the default interface display.
Alternatively, in one embodiment of the invention, described second it is pre-conditioned including：
Similarity interval, cycle time section or aperiodic time period.
Alternatively, when second is pre-conditioned interval for similarity, now i.e. image searching result display device 400 can be with
Similarity in selection retrieval result is the filtering retrieval result picture in some interval, and shows.
It is appreciated that being shown by the interval facial image of different similarities, retrieval knot can be preferably observed
Really.
Alternatively, when the second pre-conditioned section for cycle time, now i.e. image searching result display device 400 is with rule
Section of fixing time is filtered for the cycle to retrieval result picture.For example, during retrieval result picture can be selected, the shooting of camera
Time retrieval result picture at noon.
Alternatively, when second it is pre-conditioned for the aperiodic time period when, now i.e. image searching result display device 400 with
Certain time period retrieval result picture is filtered.For example, in can selecting retrieval result picture, the shooting time of camera exists
The retrieval result picture of some day.
For example, in an example of the invention, when certain the target face for needing observation camera to capture
Active situation, can retrieve to the target person in face database, because the face database includes
The facial image that the camera of regional is photographed, it is possible to retrieved by target face, retrieve similar
Facial image after, you can the activity feelings of the target person are known by observing position that the similar facial image occurs
Condition.In order to pay close attention to target person active situation at noon, so now can be to retrieval result picture with periodically
Time period is filtered, namely the retrieval result picture that all cameras are photographed between selection noon 12-14 point.And for weight
Point pays close attention to active situation of the target person in some day, entered with time interval so can now be shown to retrieval result picture
Row filtering shows the retrieval result picture for photographing of some day.
It is appreciated that retrieval result picture is filtered by with cycle time section or aperiodicity time period, so that
The retrieval result picture in user's certain time interval interested can be paid close attention to, the validity of display result is improved.
As can be seen that the retrieval result in the embodiment of the present invention by being got to image searching result display device 400
Picture carries out result and shows in a different manner, so that display result can preferably meet the demand of user.
As can be seen that in the scheme of the present embodiment, described image retrival result display device 400 is from described image data
Reason module obtains retrieval result picture, and the retrieval result picture is described image data processing module from the facial image number
The facial image with target facial image similarity more than predetermined threshold value is obtained according to storehouse；Described image retrival result display device
400 by the retrieval result picture in default interface display.By the way that the image procossing system of each diode reason unit can be being connected
Certain target image is retrieved in system so that the final retrieval result complete and accurate for presenting.
In the present embodiment, image searching result display device 400 is presented in the form of unit.Here " unit "
ASIC (application-specific integrated circuit, ASIC) can be referred to, one is performed
Or the processor and memory of multiple softwares or firmware program, integrated logic circuit, and/or other can provide above-mentioned functions
Device.
It is understood that the function of each functional unit of the image searching result display device 400 of the present embodiment can root
Implemented according to the method in above method embodiment, it implements process and is referred to the correlation of above method embodiment retouches
State, here is omitted.
Referring to Fig. 5, Fig. 5 is a kind of second embodiment of image searching result display device provided in an embodiment of the present invention
Structural representation, for realizing image searching result display methods disclosed in the embodiment of the present invention.Wherein, described device is applied to
Image processing system, the facial image processing system also includes multiple images data acquisition module, view data AM access module, image
Data processing module, business application module, described image data acquisition module is used to gather target face image data, the figure
As data access module is used to realize the multiple image data acquiring module, described image data processing module and the industry
Data communication between business application module, described image processing module is used to process the target face image data,
The business application module is provided based on the higher layer applications on described image data processing module, described image data processing module
Including face database, the face database is obtained based on the multiple image capture module, the image retrieval
Device displaying result 500 can include：At least one processor 502 that at least one bus 501 is connected with bus 501 and
At least one memory 503 being connected with bus 501.
Wherein, processor 502 is by bus 501, calls the code that is stored in memory for from described image data
Processing module obtains retrieval result picture, and the retrieval result picture is described image data processing module from the facial image
Database obtains the facial image more than predetermined threshold value with target facial image similarity；By the retrieval result picture default
Interface display.
Alternatively, in some possible implementation methods of the invention, the processor 502 is by the retrieval result picture
In default interface display, including：
According to first it is pre-conditioned the retrieval result picture is ranked up to obtain ordered retrieval result picture, and will
The ordered retrieval result picture is in the default interface display.
Alternatively, in some possible implementation methods of the invention, the processor 502 is by the retrieval result picture
In default interface display, including：
According to second it is pre-conditioned the retrieval result picture is filtered with obtain filter retrieval result picture, and will
The filtering retrieval result picture is in the default interface display.
Alternatively, in some possible implementation methods of the invention, described first it is pre-conditioned including：
Similarity or time.
Alternatively, in some possible implementation methods of the invention, described second it is pre-conditioned including：
Similarity interval, cycle time section or aperiodic time period.
As can be seen that in the scheme of the present embodiment, described image retrival result display device 500 is from described image data
Reason module obtains retrieval result picture, and the retrieval result picture is described image data processing module from the facial image number
The facial image with target facial image similarity more than predetermined threshold value is obtained according to storehouse；Described image retrival result display device
500 by the retrieval result picture in default interface display.By the way that the image procossing system of each diode reason unit can be being connected
Certain target image is retrieved in system so that the final retrieval result complete and accurate for presenting.
In the present embodiment, image searching result display device 500 is presented in the form of unit.Here " unit "
ASIC (application-specific integrated circuit, ASIC) can be referred to, one is performed
Or the processor and memory of multiple softwares or firmware program, integrated logic circuit, and/or other can provide above-mentioned functions
Device.
It is understood that the function of each functional unit of the image searching result display device 500 of the present embodiment can root
Implemented according to the method in above method embodiment, it implements process and is referred to the correlation of above method embodiment retouches
State, here is omitted.
The embodiment of the present invention also provides a kind of computer-readable storage medium, wherein, the computer-readable storage medium can be stored with journey
Sequence, including the part or all of of any image searching result display methods described in the above method embodiment when program is performed
Step.
It should be noted that for foregoing each method embodiment, in order to be briefly described, therefore it is all expressed as a series of
Combination of actions, but those skilled in the art should know, the present invention not by described by sequence of movement limited because
According to the present invention, some steps can sequentially or simultaneously be carried out using other.Secondly, those skilled in the art should also know
Know, embodiment described in this description belongs to preferred embodiment, involved action and module is not necessarily of the invention
It is necessary.
In the above-described embodiments, the description to each embodiment all emphasizes particularly on different fields, and does not have the portion described in detail in certain embodiment
Point, may refer to the associated description of other embodiment.
In several embodiments provided herein, it should be understood that disclosed device, can be by another way
Realize.For example, device embodiment described above is only schematical, such as the division of described unit is only one kind
Division of logic function, can there is other dividing mode when actually realizing, such as multiple units or component can combine or can
To be integrated into another system, or some features can be ignored, or not perform.It is another, it is shown or discussed each other
Coupling or direct-coupling or communication connection can be the INDIRECT COUPLING or communication connection of device or unit by some interfaces,
Can be electrical or other forms.
The unit that is illustrated as separating component can be or may not be it is physically separate, it is aobvious as unit
The part for showing can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple
On NE.Some or all of unit therein can be according to the actual needs selected to realize the mesh of this embodiment scheme
's.
In addition, each functional unit in various embodiments of the present invention can be integrated in a processing unit, also may be used
Being that unit is individually physically present, it is also possible to which two or more units are integrated in a unit.It is above-mentioned integrated
Unit can both be realized in the form of hardware, it would however also be possible to employ the form of SFU software functional unit is realized.
If the integrated unit is to realize in the form of SFU software functional unit and as independent production marketing or use
When, can store in a computer read/write memory medium.Based on such understanding, technical scheme is substantially
The part for being contributed to prior art in other words or all or part of the technical scheme can be in the form of software products
Embody, the computer software product is stored in a storage medium, including some instructions are used to so that a computer
Equipment (can be personal computer, server or network equipment etc.) perform each embodiment methods described of the invention whole or
Part steps.And foregoing storage medium includes：USB flash disk, read-only storage (ROM, Read-Only Memory), arbitrary access are deposited
Reservoir (RAM, Random Access Memory), mobile hard disk, magnetic disc or CD etc. are various can be with store program codes
Medium.
The above, the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although with reference to preceding
Embodiment is stated to be described in detail the present invention, it will be understood by those within the art that：It still can be to preceding
State the technical scheme described in each embodiment to modify, or equivalent is carried out to which part technical characteristic；And these
Modification is replaced, and does not make the scope of the essence disengaging various embodiments of the present invention technical scheme of appropriate technical solution.
Claims (10)
1. a kind of image searching result display methods, it is characterised in that methods described is applied to image processing system, the portrait
Processing system also includes multiple images data acquisition module, view data AM access module, image data processing module, service application
Module, described image data acquisition module is used to gather face image data, and described image data access module is used to realize institute
The data stated between multiple images data acquisition module, described image data processing module and the business application module are led to
Letter, described image processing module is used to process the target face image data, and the business application module provides base
Higher layer applications on described image data processing module, described image data processing module includes face database, institute
State face database to be obtained based on the multiple image capture module, methods described includes：
The business application module obtains retrieval result picture, the retrieval result picture from described image data processing module
For：Described image data processing module gets from the face database and is compared with target facial image with facial image
When, facial image of the similarity more than predetermined threshold value；
The business application module is by the retrieval result picture in default interface display.
2. method according to claim 1, it is characterised in that the business application module exists the retrieval result picture
Default interface display, specially：
The business application module pre-conditioned is ranked up to obtain ordered retrieval according to first to the retrieval result picture
As a result picture, and by the ordered retrieval result picture in the default interface display.
3. method according to claim 1, it is characterised in that the business application module exists the retrieval result picture
Default interface display, specially：
The business application module is retrieved according to the second pre-conditioned filtering to the retrieval result picture with obtaining filtering
As a result picture, and by the filtering retrieval result picture in the default interface display.
4. method according to claim 2, it is characterised in that described first it is pre-conditioned including：
Similarity or time.
5. method according to claim 3, it is characterised in that described second it is pre-conditioned including：
Similarity interval, cycle time section or aperiodic time period.
6. a kind of image searching result display device, it is characterised in that described device is applied to image processing system, the portrait
Processing system also includes multiple images data acquisition module, view data AM access module, image data processing module, described image
Data acquisition module is used to gather target face image data, and described image data access module is used to realize the multiple image
Data communication between data acquisition module, described image data processing module and the business application module, described image
Processing module is used to process the target face image data, and the business application module is provided and is based on described image number
According to the higher layer applications in processing module, described image data processing module includes face database, the facial image number
Obtained based on the multiple image capture module according to storehouse, described device includes：
Acquisition module, for obtaining retrieval result picture from described image data processing module, the retrieval result picture is：Institute
State image data processing module to be got from the face database when being compared with target facial image, similarity is more than pre-
If the facial image of threshold value；
Display module, for by the retrieval result picture in default interface display.
7. device according to claim 6, it is characterised in that the display module, including：
First display unit, for pre-conditioned being ranked up to obtain ordered retrieval to the retrieval result picture according to first
As a result picture, and by the ordered retrieval result picture in the default interface display.
8. device according to claim 6, it is characterised in that the display module, also includes：
Second display unit, for being retrieved with obtaining filtering according to the second pre-conditioned filtering to the retrieval result picture
As a result picture, and by the filtering retrieval result picture in the default interface display.
9. method according to claim 7, it is characterised in that described first it is pre-conditioned including：
Similarity or time.
10. method according to claim 8, it is characterised in that described second it is pre-conditioned including：
Similarity interval, cycle time section or aperiodic time period.
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| CN201611210848.2A CN106777215A (en) | 2016-12-24 | 2016-12-24 | A kind of image searching result display methods and device |
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| CN201611210848.2A CN106777215A (en) | 2016-12-24 | 2016-12-24 | A kind of image searching result display methods and device |
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| CN109858332A (en) * | 2018-12-20 | 2019-06-07 | 深圳云天励飞技术有限公司 | A kind of human behavior analysis method, device and electronic equipment |
| CN110019960A (en) * | 2018-09-05 | 2019-07-16 | 深圳市商汤科技有限公司 | Data processing method and device, electronic equipment and storage medium |
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Application publication date: 20170531 |