CN109858332A - A kind of human behavior analysis method, device and electronic equipment - Google Patents
A kind of human behavior analysis method, device and electronic equipment Download PDFInfo
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Abstract
The embodiment of the present invention provides a kind of human behavior analysis method, device and electronic equipment, this method comprises: obtaining target person facial image to be retrieved；The facial image to be retrieved is retrieved in monitoring image database, obtains search result, the search result includes the candid photograph temporal information of target person；The search result is integrated into calendar container according to the candid photograph temporal information, the search result in the calendar container is shown with calendar interface；The target person is analyzed according to the search result that the calendar interface is shown, obtains the Behavior law of target person.Since search result to be integrated into calendar container, search result is shown by calendar interface, keeps search result more intuitive orderly, to improve human behavior analysis efficiency.
Description
Technical field
The present invention relates to artificial intelligence field more particularly to a kind of human behavior analysis methods, device and electronic equipment.
Background technique
Image retrieval is one of current common technology, such as: for facial image retrieval or human behavior analysis.Mesh
Preceding image retrieval is mainly that a large amount of image is stored in image library by the way of, when needing to carry out image retrieval, is calculated
Similarity between image to be retrieved and the image of image library storage, to obtain and image similarity highest to be retrieved or phase
Meet the image of preset condition as search result like degree.It is no for the processing of search result whole very well in the technical solution
Reason, when search result data volume is big, not enough intuitively, it is not easy to human behavior be analyzed, human behavior point is caused
It is relatively low to analyse efficiency.
Summary of the invention
The embodiment of the present invention provides a kind of human behavior analysis method, device and electronic equipment, can be improved human behavior
Analysis efficiency.
In a first aspect, the embodiment of the present invention provides a kind of human behavior analysis method, comprising:
Obtain target person facial image to be retrieved；
The facial image to be retrieved is retrieved in monitoring image database, obtains search result, the retrieval
It as a result include the candid photograph temporal information of target person；
The search result is integrated into calendar container according to the candid photograph temporal information, with calendar interface to the day
The search result gone through in container is shown；
The target person is analyzed according to the search result that the calendar interface is shown, obtains the row of target person
For rule.
Optionally, the calendar container includes date container, described to believe the search result according to the candid photograph time
Breath is integrated into calendar container, comprising:
Extract the date information in the candid photograph temporal information；
According to the date information, search result is integrated by date in corresponding date container；
Date container is ranked up by date, obtains calendar container.
It is optionally, described that the search result in the calendar container is shown with calendar interface, comprising:
By the date container of effective status and the date container of invalid state by carrying out difference exhibition in the calendar interface
Show, wherein the difference includes at least one of color difference, size difference, character difference, and the effective status is for indicating
There are search results in the date container, and the invalid state is for indicating that there is no search results in the date container.
It is optionally, described that search result is integrated into the date container, comprising:
According to the candid photograph temporal information, the search result is arranged in chronological order in the date container
Sequence.
Optionally, the search result further includes the candid photograph frequency information of target person, it is described with calendar interface to described
Search result is shown, comprising:
Count the candid photograph frequency of target person in each date container in the calendar container；
According to the candid photograph frequency of target person in each date container, by each date container by pre- in calendar interface
The color first defined is shown, and the color of the dat frame is used to indicate the candid photograph frequency under the date.
It is optionally, described to be shown each date container by color predetermined in calendar interface, comprising:
The pre-defined corresponding relationship for capturing the frequency and color-values；
According to the frequency is captured, corresponding color-values are got；
According to the corresponding color-values, color rendering is carried out to date container and is showed in the calendar interface.
Optionally, the search result shown according to the calendar interface analyzes the target person, comprising:
By choosing target date in the calendar interface, checks the search result in corresponding date container, analyze institute
State the behavior of target person；And/or
According to the date color in the calendar interface, the behavior of the target person is analyzed.
Second aspect, the embodiment of the present invention provide a kind of human behavior analytical equipment, comprising:
Module is obtained, for obtaining target person facial image to be retrieved；
Retrieval module obtains search result for retrieving the facial image to be retrieved in monitoring data library,
The search result includes the candid photograph temporal information of target person；
Display module, for the search result to be integrated into calendar container according to the candid photograph temporal information, with day
Interface is gone through to be shown the search result in the calendar container；
Analysis module, the search result for being shown according to the calendar interface are analyzed the target person, are obtained
To the Behavior law of target person.
The third aspect, the embodiment of the present invention provide a kind of electronic equipment, comprising: memory, processor and are stored in described
On memory and the computer program that can run on the processor, the processor are realized when executing the computer program
Step in human behavior analysis method provided in an embodiment of the present invention.
Fourth aspect, the embodiment of the present invention provide a kind of computer readable storage medium, the computer-readable storage medium
Computer program is stored in matter, the computer program realizes personnel's row provided in an embodiment of the present invention when being executed by processor
For the step in analysis method.
In the embodiment of the present invention, target person facial image to be retrieved is obtained；The facial image to be retrieved is being monitored
It is retrieved in image data base, obtains search result, the search result includes the candid photograph temporal information of target person；By institute
It states search result to be integrated into calendar container according to the candid photograph temporal information, with calendar interface to the inspection in the calendar container
Hitch fruit is shown；The target person is analyzed according to the search result that the calendar interface is shown, obtains target
The Behavior law of personnel.Since search result to be integrated into calendar container, search result is shown by calendar interface, makes to retrieve
As a result more intuitive orderly, to improve human behavior analysis efficiency.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
It obtains other drawings based on these drawings.
Fig. 1 is a kind of flow diagram of image search method provided in an embodiment of the present invention；
Fig. 2 is date interface schematic diagram provided in an embodiment of the present invention；
Fig. 3 is calendar interface schematic diagram provided in an embodiment of the present invention；
Fig. 4 is the flow diagram of another image search method provided in an embodiment of the present invention；
Fig. 5 is a kind of structural schematic diagram of image retrieving apparatus provided in an embodiment of the present invention；
Fig. 6 is the structural schematic diagram of another image retrieving apparatus provided in an embodiment of the present invention；
Fig. 7 is the structural schematic diagram of another image retrieving apparatus provided in an embodiment of the present invention；
Fig. 8 is the structural schematic diagram of another image retrieving apparatus provided in an embodiment of the present invention；
Fig. 9 is the structural schematic diagram of another image retrieving apparatus provided in an embodiment of the present invention；
Figure 10 is the structural schematic diagram of a kind of electronic equipment provided in an embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Referring to Figure 1, Fig. 1 is a kind of flow diagram of human behavior analysis method provided in an embodiment of the present invention, such as
Shown in Fig. 1, comprising the following steps:
101, target person facial image to be retrieved is obtained.
Wherein, above-mentioned facial image to be retrieved, which can be, directly uploads target person by image upload frame by user
Head portrait obtains；Be also possible to by face recognition engine to user by image upload frame upload image (such as living photo, view
Frequency frame image etc.) carry out recognition of face, the facial image extracted；It can also be user by selecting or inputting name/body
The modes such as part card number specify a personnel as target person, search for target person in preset standard faces image data base
Standard faces image as facial image to be retrieved；Alternatively, it is also possible to the image of the target person uploaded based on user,
It is matched in preset standard faces image data base, the standard personnel's image that will match to is as the to be retrieved of target person
Facial image.It should be noted that user can be by that can carry out with the executing subject of method provided in an embodiment of the present invention
The terminal of communication, which uploads image, selection image or input data (identity information), the terminal, can be mobile phone, computer, plate
Equal terminal devices.In addition, above-mentioned facial image to be retrieved may also be referred to as search condition；Above-mentioned target person can be one
It is a or multiple.
102, the facial image to be retrieved is retrieved in monitoring image database, obtains search result, it is described
Search result includes the candid photograph temporal information of target person.
In the step, facial image to be retrieved is the facial image got in step 101, above-mentioned monitoring image database
It can be local monitor image data base, be also possible to remote monitoring image data base, and further above-mentioned monitoring image data
Library can refer to the monitoring image data stored in one or more storage equipment；Above-mentioned monitoring image database is for depositing
Store up the monitoring image of at least one collected monitored object of at least one monitoring device.What above-mentioned monitoring device can be distributed
Setting in different places, for example can be set in places such as supermarket, subway, square, markets.Above-mentioned monitoring image database
In monitoring image can be structuring facial image, above-mentioned structuring facial image includes facial image, identity information, grabs
The information for clapping temporal information, capturing location information, capturing the structurings such as frequency information, as long as retrieving facial image, so that it may
The information such as facial image counterpart personnel identity information, candid photograph time, candid photograph position are obtained with corresponding.It can be by monitoring figure
As being counted, above-mentioned candid photograph frequency information is obtained, above-mentioned facial image, which can be, sets monitoring by face recognition engine
Standby collected original monitoring image carries out facial image and extracts to obtain, and above-mentioned identity information can be to be drawn by recognition of face
The monitored object held up in original monitoring image collected to monitoring device is identified to obtain, and above-mentioned identity information can wrap
The information such as name, ID card No., gender, occupation, age are included, above-mentioned candid photograph temporal information can be monitoring device candid photograph and arrive
The time of monitored object, above-mentioned candid photograph position can be the position captured and installed to the monitoring device of monitored object.One
In a little possible embodiments, the monitoring image in above-mentioned monitoring image database may include still image and Dynamic Graph
Picture, still image can be facial image, and dynamic image can be video, and video includes monitored object from appearing in monitoring device
To the successive image frame disappeared in the monitoring device visual field in the visual field, the time span of video can by image tracking algorithm come
It determines；In addition, in the possible embodiment, it can be by extracting still image in dynamic image, specifically, passing through figure
As quality evaluation (Image Quality Assessment, IQA) chooses picture quality scoring highest one in dynamic image
Frame image carries out facial image extraction to the frame image by face recognition engine, obtained facial image as still image,
In addition, in the present embodiment, can by the candid photograph frequency of the quantity statistics monitored object of video, i.e. one section of monitored object
The representation of video shot monitored object occurs primary.
Carrying out retrieval to facial image to be retrieved in monitoring image database can be calculating face to be retrieved and monitoring
The similarity of facial image in image data base, face to be retrieved is similar to the facial image in monitoring image database
Degree is compared with pre-set similarity threshold, if the phase of face to be retrieved and the facial image in monitoring image database
Reach similarity threshold like degree, then the facial image in output monitoring image data base is as search result.A kind of possible
In embodiment, only one can be supervised by the monitoring image partitioned storage of different monitoring object, then in retrieving
The facial image retrieval for controlling object is primary, reduces retrieval calculation amount.
103, the search result is integrated into calendar container according to the candid photograph temporal information, with calendar interface to institute
The search result stated in calendar container is shown.
Wherein, above-mentioned search result is to retrieve obtaining in step 102 as a result, above-mentioned search result includes when capturing
Between information, above-mentioned calendar container can be understood as the temporary storage for search result storage, which can be with
Subregion is carried out according to the date, for example 365 or 366 memory blocks are divided into according to the date, 365 or 366 can also be stored
Zoning is divided into 12 memory blocks in corresponding month, and each memory block includes the memory block of the number of days in corresponding month, for example May corresponds to
Memory block in include 31 memory blocks, include 30 memory blocks in June corresponding memory block, can be to memory block and memory block
It is numbered, by numeral index to corresponding memory block and memory block, for example, 12 can be passed through13Index December 13
Memory block.Above-mentioned calendar container it can be appreciated that virtual memory, above-mentioned memory block and number it can be appreciated that
Array and index, memory block is array, and number is index.Above-mentioned temporally information integration is it is to be understood that will the corresponding date
Search result store into corresponding calendar container (temporary storage), for example, search result include May 31 result and
June 12 arrived the temporary storage (or memory block) for corresponding to May 31 as a result, the result on May 31 can then be stored
In, by the result storage on June 12 in corresponding to the temporary storage (or memory block) on June 12.Above-mentioned calendar interface
It may include date viewing area (date display field) and date switching push button (for switching time, month or date), separately
Outside, the calendar in calendar interface can be generated by calendar template, specifically, can extract calendar template it is Sino-Japan during
Ordering relation generates the date viewing area in calendar interface.Above-mentioned calendar interface, which can be, carries out search result by month
It shows, by year search result can also be shown, be also possible to by date be shown search result, for example, can
With a certain in the search result in all months in current Almanac showing interface a certain year, or in current Almanac showing interface a certain year
The dated search result of moon institute, or the search result in current Almanac showing interface a certain some day January in year.When
So, in a kind of possible embodiment, calendar interface can also include input frame, date interface, by defeated in input frame
Enter the corresponding date, the date of input can be navigated to and current interface is switched to the date interface on corresponding date, wherein is right
The calendar interface on date is answered to be alternatively referred to as date interface.The above-mentioned displaying to search result can be and show facial image, identity
Information captures temporal information, captures location information and captures at least one in frequency information.Such as: it can be by face figure
Picture, identity information, candid photograph temporal information, candid photograph location information and candid photograph frequency information are shown at corresponding date interface,
The date is selected by switching push button, as shown in Figure 2；Frequency information can also will be captured to be shown in calendar interface,
As shown in Figure 3；It can also be by clicking the date in Fig. 3, the correspondence date interface being switched in Fig. 2 is shown.
104, the target person is analyzed according to the search result that the calendar interface is shown, obtains target person
Behavior law.
In the step, by the identity information of calendar interface displaying, candid photograph temporal information, candid photograph location information and it can grab
Beat frequency time information analyzes the behavior of target person, such as: the identity information of target person A includes name: A, gender:
Male, occupation: B company procedure person；The time is 8:00, address is to be arrived near B company by candid photograph；It may be considered that A is to go to work
Road on.When showing that capturing the period is all working day on calendar interface, it may be considered that A is on-job state at present.Again
Such as: the identity information of target person C includes name: C, gender: male, occupation: unemployed；The time is 01:00, address is D small
Area is nearby arrived by candid photograph；It is considered that there are abnormal behaviours (to hide by day and come out at night) by target person C, when showing candid photograph on calendar interface
Period is two days of a middle of the month, and capturing the frequency is 15 times, it is believed that target person C has behavior of setting foot-point.
When target person is multiple, difference sequence can be carried out to search result by facial image, facial image is used
In mark target person, target person can also be recognized or be confirmed by facial image.
In above-mentioned steps, since search result to be shown by calendar interface, keep search result more intuitive, by
Search result is stored in by calendar container, can check corresponding search result in corresponding calendar container,
Keep search result more orderly, improves human behavior analysis efficiency.
It should be noted that human behavior analysis method provided in an embodiment of the present invention can be applied to human behavior analysis
Equipment, such as: the equipment that computer, server, mobile phone etc. can carry out human behavior analysis.
In the embodiment of the present invention, target person facial image to be retrieved is obtained；The facial image to be retrieved is being monitored
It is retrieved in image data base, obtains search result, the search result includes the candid photograph temporal information of target person；By institute
It states search result to be integrated into calendar container according to the candid photograph temporal information, with calendar interface to the inspection in the calendar container
Hitch fruit is shown；The target person is analyzed according to the search result that the calendar interface is shown, obtains target
The Behavior law of personnel.Since search result to be integrated into calendar container, search result is shown by calendar interface, makes to retrieve
As a result more intuitive orderly, to improve human behavior analysis efficiency.
Fig. 4 is referred to, Fig. 4 is the flow diagram of another human behavior analysis method provided in an embodiment of the present invention,
As shown in Figure 4, comprising the following steps:
401, target person facial image to be retrieved is obtained.
402, the facial image to be retrieved is retrieved in monitoring image database, obtains search result, it is described
Search result includes the candid photograph temporal information of target person.
403, the date information captured in temporal information is extracted.
Wherein, above-mentioned candid photograph temporal information may include the time, month, the date, when, minute, second etc., date information can be with
The information for including time, month and date, be also possible to include month and date information information, be also possible to the independent date
Date information be also possible to January 15 for example, date information can be on January 15th, 2010, or be also possible to 15,
Specific information can be depending on the selection that user carries out retrieval time section, for example, retrieval time section for select of user for
2010 to 2020, then can extract the date information (on January 15th, 2010) including time, month and date, Huo Zheyong
The retrieval time section of family selection 2015, then can extract the date information (January 15) including month and date information, or
In the May, 2015 retrieval time section of user's selection, then it can extract the date information (15 days) including the date.It needs to illustrate
It is that the date information extracted is used to indicate that target person is captured at which day in search result.
404, according to the date information, search result is integrated by date in corresponding date container.
Wherein, above-mentioned date information is the date information extracted in step 403, and above-mentioned date container is understood that
For temporary storage, specifically no longer can separately be described herein with reference to the description in Fig. 1 embodiment for calendar container.It needs
Illustrating, above-mentioned date container corresponds to the date, such as: January 15 corresponded to a container, can be arranged for the container
Label, for example be 0115 or 0115, specific label is not being limited a bit with corresponding relationship, is being also possible to other correspondences
Mode, it is only necessary to which realization chooses January 15 that can correspond to the container in calendar interface, so can.Above-mentioned integration can
Be extract in search result when, the temporal informations such as minute, second, the search result in date container is arranged in chronological order
Sequence integration, for example, corresponding search result of newest candid photograph time can be put in the first place, can also extract the position in search result
Confidence breath is integrated by position is captured, for example, multiple candid photograph positions can be divided, is stored classifiedly.Some
In possible embodiment, it can increase and the search result in date container is ranked up in a manner of time shaft, with retrieval
As a result time is a node, search result is associated on corresponding timing node, as shown in Figure 2.
405, date container is ranked up by date, obtains calendar container.
Wherein, above-mentioned date container can be the date container that storage has search result, be also possible to not store
The date container of search result, above-mentioned date can be the date on calendar template, and above-mentioned calendar template holds corresponding to calendar
Device, above-mentioned calendar template can be time calendar template, be also possible to month calendar plate, and above-mentioned calendar template can be pre-
It first passes through internet to be acquired, is also possible to the calendaring module write in advance.It is above-mentioned by date container by date into
Row sequence can be, and according to the date of date container, be associated corresponding to the date in date template, for example, will correspond to 1
Month 1 day date container is associated on the January in date template 1, is corresponding in turn to association and goes down, corresponds to January 31, then can be with
1 month calendar is obtained, the date container in all January forms the calendar container in January, and correspondence is associated with December 31, then may be used
To obtain the calendar of this year, the date container in all times forms the calendar container in the time.
406, the search result in the calendar container is shown with calendar interface.
407, the target person is analyzed according to the search result that the calendar interface is shown, obtains target person
Behavior law.
In step 403, step 404, step 405, since use date container integrates search result, so that inspection
The storage of hitch fruit is more orderly, while increasing displaying of the calendar interface to date container, increases analyzing for search result
Property.
It should be noted that step 403, step 404, step 405 are the optional replacement step of step 103 in Fig. 1 embodiment
Suddenly.
It is described that the search result in the calendar container is opened up with calendar interface in a kind of optional embodiment
Show, comprising:
By the date container of effective status and the date container of invalid state by carrying out difference exhibition in the calendar interface
Show, wherein the difference includes at least one of color difference, size difference, character difference, and the effective status is for indicating
There are search results in the date container, and the invalid state is for indicating that there is no search results in the date container.
Wherein, above-mentioned effective status and invalid state can be by obtaining in detection date container with the presence or absence of search result
It takes, when detecting that there are search results in a date container, it may be considered that the date that the date container is effective status holds
Device, when detecting that there is no search results in a date container, it may be considered that the date container is the date of invalid state
Container.Above-mentioned mRNA differential display mRNA can be understood as distinguishing in the date container of the date container of effective status and invalid state
A kind of exhibition method, in this way, can be used family do not have to concern calendar interface on invalid state the date container corresponding date,
Or the date container corresponding date that an analysis site is different from effective status on calendar interface can be acted on, for example,
Analyze target person A absence from duty situation, if being analyzed from turning out for work, need calculate should turn out for work number of days with actually turn out for work number of days it
Between absolute value (for number of days absent from duty) then can be with one and by the date container corresponding date of invalid state on calendar interface
What mesh was clear obtains the number of days absent from duty of target person A, the date container corresponding date of invalid state can be shown as grey,
The date container corresponding date of effective status is shown as red, then only needs in several working days grey date quantity then can be with
Obtain the number of days absent from duty of target person A.It can be by color difference to the date container of effective status and the date of invalid state
Container carries out mRNA differential display mRNA, for example, the date container corresponding date of invalid state can be shown as grey, by effective status
The date container corresponding date be shown as red；Or by size difference to the date container and invalid state of effective status
Date container carry out mRNA differential display mRNA, for example, the date container corresponding day of the invalid state in calendar interface being shown
Phase is shown as the dat frame of 4*4 dimensional units, by calendar interface show in effective status the corresponding date exhibition of date container
It is shown as the dat frame of 6*6 dimensional units, above-mentioned dimensional units can be centimetre, millimeter equidimension unit, be also possible to pixel
Equidimension unit, specifically without limitation, it is only necessary to realize the date container corresponding date of invalid state in calendar interface
Date corresponding with the date container of effective status is distinguished；Or by character difference to the date of effective status
Container and the date container of invalid state carry out mRNA differential display mRNA, for example, by the date container pair of invalid state in calendar interface
"None" is marked on the date answered, " n times " will be marked on the date container corresponding date of effective status in calendar interface, it is above-mentioned
N be integer more than or equal to 1.In a kind of possible embodiment, the date of invalid state in calendar interface can be held
The device corresponding date is locked as that state can not be chosen, that is, clicks the date of the locking, then will not respond, i.e., will not be switched to
Corresponding date interface.In this way, just only needing to be shown the date container corresponding date of effective status, reduce to hardware
The demand of resource.
It is optionally, described that search result is integrated into the date container, comprising:
According to the candid photograph temporal information, the search result is arranged in chronological order in the date container
Sequence.
Wherein, above-mentioned candid photograph temporal information can be the temporal information in search result, will retrieve in step 405 whole
Close in corresponding date container, in date container can according to search result when, the information such as minute, second be ranked up, such as
Shown in Fig. 2.In this way, search result is ranked up in date container, the retrieval knot gone out by date showing interface can be made
Fruit is more orderly.In addition, it is necessary to explanation in, date showing interface search result can be using facial image as when segmentum intercalaris
Point, as shown in Figure 2.In some possible embodiments, correspondence can be viewed by the timing node of click facial image
The video of the target person of time is equivalent to and also carries out time-sequencing to the video of target person.
Optionally, the search result further includes the candid photograph frequency information of target person, it is described with calendar interface to described
Search result is shown, further includes:
Count the candid photograph frequency of target person in each date container in the calendar container；
According to the candid photograph frequency of target person in each date container, by each date container by pre- in calendar interface
The color first defined is shown, and the color of the dat frame is used to indicate the candid photograph frequency under the date.
Wherein, the candid photograph frequency of above-mentioned target person can be counted to obtain by step 102 in Fig. 1 embodiment,
It can be search result number in statistics date container to obtain.The candid photograph frequency of target person is for indicating in above-mentioned date container
The number that target person monitored device is captured in the date.
It is above-mentioned to be shown each date container by color in calendar interface, it is possible to understand that are as follows: according to different candid photographs
The frequency carries out different colours displaying to date container, such as: target can be presented with the shade date in calendar interface
Personnel on the date by the number of candid photograph number, can be most deep by the highest date color of candid photograph number with default objects personnel, make
User can intuitively analyze the Behavior law in target person one month by date color in calendar interface；It is also an option that
On some date on (selection mode can be click, touch or float on top) calendar interface, it will pop up message box and show the choosing
The number of target person is arrived in interior candid photograph of fixing the date.Furthermore it is also possible to which color comparator figure is arranged, different colors corresponds to different times
Number range, for example, comparative diagram is provided with six kinds of colors, it is assumed that the number within the first color is 10 times corresponding, second of color
Number within corresponding 10-50, sets gradually down, it is of course also possible to be other color comparator figures, for example, bar shaped gradual change
Comparative diagram, according to the date on the calendar interface of selection, the sign of color comparator figure can also move on to the position of correct proportions
On, the corresponding number captured and arrive target person is shown, to enable users to the date activity rule for more intuitively analyzing target person
Rule.In some possible embodiments, some date in calendar interface does not have the search result of target person, then can limit
This date is that can not click or not may be selected.In addition, above-mentioned color can be the gradient color of any one or more color,
Such as by the orange and red gradient color formed, the gradient color being made of white and black, or the gradient color of only grey.
It is optionally, described to be shown each date container by color predetermined in calendar interface, comprising:
The pre-defined corresponding relationship for capturing the frequency and color-values；
According to the frequency is captured, corresponding color-values are got；
According to the corresponding color-values, color rendering is carried out to date container and is showed in the calendar interface.
Wherein, the definition for capturing the frequency and color-values can be and discrete number is corresponded into color-values section, such as
Date container is shown using red, then can will capture number be correspond to for 1 time [0,4), candids photograph number is 2 correspondences
To [4,8), successively arriving and capturing number is 64 times corresponding [252,255], is also possible to correspond to discrete number discrete
In color-values, as above date container is shown using red, then can will capture number as 1 time and correspond to red value 0, and grab
It claps number and corresponds to red value 1 for 2 times, successively arriving and capturing number is 256 corresponding red values 255.In some possible implementations
In example, can will capture number is the end value that 0 (i.e. the date container of invalid state) corresponds to a kind of color-values, such as red value
0, it is of course also possible to correspond to another colors, indicate that capturing number is not 0 with red, green indicates that capturing number is
0.After the candid photograph frequency for getting corresponding date container, the corresponding color-values of the above-mentioned candid photograph frequency are inquired, with the color-values pair
The corresponding date is rendered in calendar interface, so that the corresponding date exists for indicating mesh in date container in calendar interface
The color attribute of mark personnel candid photograph number.For example, the candid photograph frequency of the target person in January 1 corresponding date container is 5, then
Inquiry corresponds to the color-values of 5 candid photograph numbers, it is assumed that is red value 5, then January is rendered into red on 1st in calendar interface
The red that value is 5.In this way, the intuitive of target person Behavior law can be improved, into one by date color in calendar interface
Step improves human behavior analysis.
Optionally, the search result shown according to the calendar interface analyzes the target person, comprising:
By choosing target date in the calendar interface, checks the search result in corresponding date container, analyze institute
State the behavior of target person；And/or
According to the date color in the calendar interface, the behavior of the target person is analyzed.
Wherein, it can be switched in the date interface on corresponding date in user by choosing target date in calendar interface
Search result is shown, the search result of displaying may include facial image, identity information, capture temporal information, capture
Location information captures the information such as frequency information, can be by above-mentioned one middle of the month of several information analyses target person in which day
Out in which position how many times, for example, target person 5 days of January, 15 days, the number that appears in public security bureau on 25th be respectively 4
Secondary, 5 times, 4 times, it is believed that target person needs timing every month to appear in public security bureau, or thinks that target person is managed
Personnel processed need the personnel of time-triggered report.
In addition, the time of occurrence section of target person is analyzed, for example, with color by the date color in calendar interface
The depth indicates the number of target person frequency of occurrence, if target person is deeper in Friday corresponding date color weekly,
It is considered that target person is big a possibility that in Friday frequent activity, appearance, if target person is personnel to be arrested, illustrate
Other dates, target person whereabouts are more hidden, so as to select Friday to carry out.It is of course also possible in conjunction with two ways pair
Target person is analyzed, for example, clicking the color deeper date, it is in morning that target person is analyzed in corresponding date interface
Upper appearance a possibility that still occurring at night, is big etc..
Search result of the user by checking in corresponding date container can increase to target person behavior target person
The precision of analysis, user can be increased by intuitively checking the color on date in calendar interface to target person behavior
The speed of analysis, and then promote human behavior analysis efficiency.
In the present embodiment, the embodiment of plurality of optional is increased on the basis of embodiment shown in Fig. 1, and can be into
One step human behavior analysis efficiency.
Fig. 5 is referred to, Fig. 5 is a kind of structural schematic diagram of human behavior analytical equipment provided in an embodiment of the present invention, such as
Shown in Fig. 5, comprising:
Module 501 is obtained, for obtaining target person facial image to be retrieved；
Retrieval module 502 is examined for retrieving the facial image to be retrieved in monitoring image database
Rope is as a result, the search result includes the candid photograph temporal information of target person；
Display module 503, for the search result to be integrated into calendar container according to the candid photograph temporal information, with
Calendar interface is shown the search result in the calendar container；
Analysis module 504, the search result for being shown according to the calendar interface analyze the target person,
Obtain the Behavior law of target person.
Optionally, as shown in fig. 6, the calendar container includes date container, the display module 503 includes:
Extraction unit 5031, for extracting the date information in the candid photograph temporal information；
Integral unit 5032 is held for search result according to the date information, to be integrated into the corresponding date by date
In device；
Sequencing unit 5033 obtains calendar container for date container to be ranked up by date.
Optionally, as shown in fig. 7, the display module 503 further include:
First display unit 5034, it is described for passing through the date container of the date container of effective status and invalid state
MRNA differential display mRNA is carried out in calendar interface, wherein the difference includes at least one of color difference, size difference, character difference,
The effective status is for indicating that there are search results in the date container, and the invalid state is for indicating that the date holds
Search result is not present in device.
Optionally, as shown in fig. 6, the integral unit 5032 is used for according to the candid photograph temporal information, on the date
The search result is ranked up in chronological order in container.
Optionally, as shown in figure 8, the search result further includes the candid photograph frequency information of target person, the displaying mould
Block 503 further include:
Statistic unit 5035, for counting the candid photograph frequency of target person in each date container in the calendar container；
Second display unit 5036, according to the candid photograph frequency of target person in each date container, by each date container
It is shown in calendar interface by color predetermined, the color of the dat frame is used to indicate the candid photograph under the date
The frequency.
Optionally, as shown in figure 9, second display unit 5036 includes:
Subelement 50361 is defined, for the pre-defined corresponding relationship for capturing the frequency and color-values；
Subelement 50362 is obtained, for getting corresponding color-values according to the frequency is captured；
Show subelement 50363, for color rendering being carried out to date container and being shown according to the corresponding color-values
In the calendar interface.
Optionally, as shown in figure 5, the analysis module 504 is used for by choosing target date in the calendar interface,
It checks the search result in corresponding date container, analyzes the behavior of the target person；And/or
According to the date color in the calendar interface, the behavior of the target person is analyzed.
It should be noted that above-mentioned apparatus can be applied to human behavior analytical equipment, and such as: computer, server, hand
The equipment that machine etc. can carry out human behavior analysis.
Human behavior analytical equipment provided in an embodiment of the present invention can be realized each in the embodiment of the method for Fig. 1 and Fig. 4
A embodiment and corresponding beneficial effect, to avoid repeating, which is not described herein again.
It is the structural schematic diagram of a kind of electronic equipment provided in an embodiment of the present invention referring to Figure 10, Figure 10, as shown in Figure 10,
Include: memory, processor and be stored in the computer program that can be run on the memory and on the processor,
In:
The computer program that processor 1001 is used to that memory 1002 to be called to store executes following steps:
Obtain target person facial image to be retrieved；
The facial image to be retrieved is retrieved in monitoring image database, obtains search result, the retrieval
It as a result include the candid photograph temporal information of target person；
The search result is integrated into calendar container according to the candid photograph temporal information, with calendar interface to the day
The search result gone through in container is shown；
The target person is analyzed according to the search result that the calendar interface is shown, obtains the row of target person
For rule.
Optionally, the calendar container includes date container, and processor 1001 executes described by the search result root
It is integrated into calendar container according to the candid photograph temporal information, comprising:
Extract the date information in the candid photograph temporal information；
According to the date information, search result is integrated by date in corresponding date container；
Date container is ranked up by date, obtains calendar container.
Optionally, the described search result in the calendar container is opened up with calendar interface of the execution of processor 1001
Show, comprising:
By the date container of effective status and the date container of invalid state by carrying out difference exhibition in the calendar interface
Show, wherein the difference includes at least one of color difference, size difference, character difference, and the effective status is for indicating
There are search results in the date container, and the invalid state is for indicating that there is no search results in the date container.
Optionally, described search result being integrated into the date container of the execution of processor 1001, comprising:
According to the candid photograph temporal information, the search result is arranged in chronological order in the date container
Sequence.
Optionally, the search result further includes the candid photograph frequency information of target person, and processor 1001 executes described
The search result is shown with calendar interface, further includes:
Count the candid photograph frequency of target person in each date container in the calendar container；
According to the candid photograph frequency of target person in each date container, by each date container by pre- in calendar interface
The color first defined is shown, and the color of the dat frame is used to indicate the candid photograph frequency under the date.
Optionally, each date container is passed through color predetermined by the described of the execution of processor 1001 in calendar interface
It is shown, comprising:
The pre-defined corresponding relationship for capturing the frequency and color-values；
According to the frequency is captured, corresponding color-values are got；
According to the corresponding color-values, color rendering is carried out to date container and is showed in the calendar interface.
Optionally, the search result shown according to the calendar interface that processor 1001 executes is to the target person
Member is analyzed, comprising:
By choosing target date in the calendar interface, checks the search result in corresponding date container, analyze institute
State the behavior of target person；And/or
According to the date color in the calendar interface, the behavior of the target person is analyzed.
It should be noted that above-mentioned electronic equipment can be human behavior analytical equipment, and such as: computer, server, hand
The equipment that machine etc. can carry out human behavior analysis.
Human behavior analytical equipment provided in an embodiment of the present invention can be realized each in the embodiment of the method for Fig. 1 and Fig. 4
A embodiment and corresponding beneficial effect, to avoid repeating, which is not described herein again.
The embodiment of the present invention also provides a kind of computer readable storage medium, and meter is stored on computer readable storage medium
Calculation machine program, the computer program realize image search method embodiment provided in an embodiment of the present invention when being executed by processor
Each process, and identical technical effect can be reached, to avoid repeating, which is not described herein again.
Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, being can be with
Relevant hardware is instructed to complete by computer program, the program can be stored in a computer-readable storage medium
In, the program is when being executed, it may include such as the process of the embodiment of above-mentioned each method.Wherein, the storage medium can be magnetic
Dish, CD, read-only memory (Read-Only Memory, ROM) or random access memory (Random Access
Memory, abbreviation RAM) etc..
The above disclosure is only the preferred embodiments of the present invention, cannot limit the right model of the present invention with this certainly
It encloses, therefore equivalent changes made in accordance with the claims of the present invention, is still within the scope of the present invention.
Claims (10)
1. a kind of human behavior analysis method characterized by comprising
Obtain target person facial image to be retrieved；
The facial image to be retrieved is retrieved in monitoring image database, obtains search result, the search result
Candid photograph temporal information including target person；
The search result is integrated into calendar container according to the candid photograph temporal information, the calendar is held with calendar interface
Search result in device is shown；
The target person is analyzed according to the search result that the calendar interface is shown, obtains the behavior rule of target person
Rule.
2. the method as described in claim 1, which is characterized in that the calendar container includes date container, described by the inspection
Hitch fruit is integrated into calendar container according to the candid photograph temporal information, comprising:
Extract the date information in the candid photograph temporal information；
According to the date information, search result is integrated by date in corresponding date container；
Date container is ranked up by date, obtains calendar container.
3. method according to claim 2, which is characterized in that it is described with calendar interface to the retrieval knot in the calendar container
Fruit is shown, comprising:
By the date container of effective status and the date container of invalid state by carrying out mRNA differential display mRNA in the calendar interface,
In, the difference includes at least one of color difference, size difference, character difference, and the effective status is for indicating described
There are search results in date container, and the invalid state is for indicating that there is no search results in the date container.
4. method as claimed in claim 3, which is characterized in that described that search result is integrated into the date container, packet
It includes:
According to the candid photograph temporal information, the search result is ranked up in chronological order in the date container.
5. the method as described in any in claim 2 to 4, which is characterized in that the search result further includes target person
Frequency information is captured, it is described that the search result is shown with calendar interface, further includes:
Count the candid photograph frequency of target person in each date container in the calendar container；
According to the candid photograph frequency of target person in each date container, by each date container by fixed in advance in calendar interface
The color of justice is shown, and the color of the dat frame is used to indicate the candid photograph frequency under the date.
6. method as claimed in claim 5, which is characterized in that described pass through each date container in calendar interface is determined in advance
The color of justice is shown, comprising:
The pre-defined corresponding relationship for capturing the frequency and color-values；
According to the frequency is captured, corresponding color-values are got；
According to the corresponding color-values, color rendering is carried out to date container and is showed in the calendar interface.
7. method as claimed in claim 5, which is characterized in that the search result shown according to the calendar interface is to institute
Target person is stated to be analyzed, comprising:
By choosing target date in the calendar interface, checks the search result in corresponding date container, analyze the mesh
The behavior of mark personnel；And/or
According to the date color in the calendar interface, the behavior of the target person is analyzed.
8. a kind of human behavior analytical equipment characterized by comprising
Module is obtained, for obtaining target person facial image to be retrieved；
Retrieval module obtains search result for retrieving the facial image to be retrieved in monitoring image database,
The search result includes the candid photograph temporal information of target person；
Display module, for the search result to be integrated into calendar container according to the candid photograph temporal information, with calendar circle
Search result in the calendar container is shown；
Analysis module, the search result for being shown according to the calendar interface analyze the target person, obtain mesh
The Behavior law of mark personnel.
9. a kind of electronic equipment characterized by comprising memory, processor and be stored on the memory and can be in institute
The computer program run on processor is stated, the processor is realized when executing the computer program as in claim 1 to 7
Step in described in any item human behavior analysis methods.
10. a kind of computer readable storage medium, which is characterized in that be stored with computer on the computer readable storage medium
Program realizes the human behavior analysis as described in any one of claims 1 to 7 when the computer program is executed by processor
Step in method.
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