CN110334232A

CN110334232A - Records application method and device, storage medium

Info

Publication number: CN110334232A
Application number: CN201910579315.9A
Authority: CN
Inventors: 付豪; 李敏妙; 万鹏宇; 王骏; 黄潇莹
Original assignee: Shenzhen Sensetime Technology Co Ltd
Current assignee: Shenzhen Sensetime Technology Co Ltd
Priority date: 2019-06-28
Filing date: 2019-06-28
Publication date: 2019-10-15

Abstract

The embodiment of the present disclosure discloses a kind of records application method and device, storage medium, which includes: to obtain at least two target space-time unique information；Wherein, time range and spatial dimension indicated by target space-time unique information described in any two are different；Based on at least two targets space-time unique information, determine that at least one target to match in cluster file store at least two targets space-time unique information clusters archives, one cluster archives include the archive information of an acquisition target, and the archive information includes the movable space-time unique information of the acquisition target；Archives are clustered based on target described at least one, execute predetermined operation.By the above method, the lookup that records application device can automate clusters archives in the target that different target space-time unique all occurs, and clusters archives according to target and carry out behavioural analysis, improves treatment effeciency and saves human resources.

Description

Records application method and device, storage medium

Technical field

The embodiment of the present disclosure is related to technical field of machine vision, and in particular to a kind of records application method and device, storage Medium.

Background technique

In intelligent security guard field, need to screen out out possible target from mass image data, but in relevant programme, in benefit When being solved a case with video monitoring image, need to be examined in magnanimity portrait library according to suspect's image that identity is confirmed Rope is manually studied and judged the candid photograph image of suspect by checking one by one to video source one by one, to determine whether being mesh Object is marked, this mode speed manually checked is slow and recall rate is low.

Summary of the invention

In view of this, the embodiment of the present disclosure is intended to provide a kind of records application method and device, storage medium, can automate The target object that all occurs in different target space-time of lookup and carry out behavioural analysis, improve treatment effeciency and save manpower Resource.

In order to achieve the above objectives, the technical solution of the disclosure is achieved in that

In a first aspect, the embodiment of the present disclosure provides a kind of records application method, comprising:

Obtain at least two target space-time unique information；Wherein, indicated by target space-time unique information described in any two Time range and spatial dimension it is different；

Based on at least two targets space-time unique information, when determining in cluster file store at least two target At least one target that empty range information matches clusters archives, and one cluster archives include the archives of an acquisition target Information, the archive information include the movable space-time unique information of the acquisition target；

Archives are clustered based on target described at least one, execute predetermined operation.

In some embodiments, records application method further include: receive matching number threshold value, the matching number threshold value is big In 1 and be no more than at least two targets space-time unique information number；

At least one mesh to match in the determining cluster file store at least two targets space-time unique information Mark cluster archives, comprising: determine in the cluster file store with matching when at least two targets space-time unique information matches Successful target space-time unique information number meets at least one target cluster archives of the matching number threshold value.

In this embodiment, number threshold value is matched by setting, so that being provided with more than two target space-time unique letter When breath, it can flexibly be filtered out in different target space-time unique information according to matching number threshold value, meet matching number threshold value Target cluster archives, and do not have to frequent hand picking be arranged target space-time unique information.

In some embodiments, each target cluster archives include at least one life event, each life event It is described that archives are clustered based at least one described target including space-time unique information, execute predetermined operation, comprising: based at least One target clusters archives, and space-time unique information in the life event and at least two targets space-time unique are believed Breath is matched, and determines the number of the matched life event；It is more than default for exporting the number of the matched life event The target of threshold value clusters archives.

It is understood that in this embodiment, screened by preset threshold, it can be with quick lock in target space-time unique In the target object that frequently occurred, in security protection case investigation, because what is frequently occurred very likely has criminal motive, therefore guarantor The accuracy of case investigation is demonstrate,proved.

In some embodiments, the archive information includes the identity information of the acquisition target, described to be based at least one A target clusters archives, executes predetermined operation, comprising: clusters archives, output at least one based at least one described target The identity information of the acquisition target in a target cluster archives.

It is understood that in security protection is deployed to ensure effective monitoring and control of illegal activities, it, can fast and easy locking by the identity information in output archive information The identity of target acquisition target obtains the more identity informations of target acquisition target, such as age, gender and history previous conviction Deng on the other hand also implementation being facilitated to deploy to ensure effective monitoring and control of illegal activities according to the identity information of grasp.

In some embodiments, described that archives are clustered based at least one described target, execute predetermined operation, comprising: base The first identity information at least one described target cluster archives, output matches described with default second identity information The archive information of target cluster archives.

In some embodiments, described that archives are clustered based at least one described target, execute predetermined operation, comprising: base Archives are clustered at least one described target, export the movable space-time unique letter of acquisition target described in the target cluster archives The breath indicated activity time is located at the part archive information of at least one target cluster archives in preset time range；

And/or

Archives are clustered based on target described at least one, export the activity of acquisition target described in the target cluster archives Scope of activities indicated by space-time unique information is located at the portion of at least one target cluster archives within the scope of pre-set space Divide archive information.

In some embodiments, described that archives are clustered based at least one described target, predetermined operation is executed, is executed predetermined Operation, comprising: archives are clustered based at least one described target, export the acquisition target according to chronological order The archive information.

In some embodiments, described that archives are clustered based at least one described target, execute predetermined operation, comprising: if The number of target cluster archives is at least two, according to the number sequence from more to less of the matched life event, It is sequentially output at least two target cluster archives.

In some embodiments, described that archives are clustered based at least one described target, execute predetermined operation, comprising: if The number of the target cluster archives is at least two, and the number of the matched life event is identical, according to the activity Time sequencing corresponding to space-time unique information in event is sequentially output at least two target cluster archives.

In some embodiments, described that archives are clustered based at least one described target, execute predetermined operation, comprising: root According to the space-time unique information that the cluster archives of target described at least one are included, the activity trajectory of the acquisition target is exported.

In some embodiments, records application method further include:

First choice information is received, the first choice information is used to indicate cluster file store to be selected；

The second selection information is received, the second selection information is used to indicate the son excluded in the cluster file store to be selected Library；

According to the first choice information and the second selection information, the cluster file store is determined.

It is understood that reducing the screening range of cluster archives by way of presetting cluster file store, can mentioning Rise the search speed of target cluster archives.

In some embodiments, records application method further include:

Obtain the first image information of the acquisition target；

According to the characteristics of objects of the first image information, determine that the first image information includes the acquisition target Affiliated characteristics of objects class, wherein the corresponding acquisition target of each characteristics of objects class；

According to the characteristics of objects class, the corresponding cluster archives of the characteristics of objects class are generated；

The cluster archives of the different acquisition targets, form the cluster file store.

In this embodiment, by the scheme of image procossing, the first image information of acquisition is sorted out, acquisition target is obtained Feature class, rather than the information of acquisition target is sorted out by artificial mode, saves a large amount of manpower, and improve The accuracy of classification.

In some embodiments, records application method further include:

Obtain the corresponding identity information of the second image information；

According to the characteristics of objects of second image information, the determining and matched characteristics of objects of the second image information Class；

Based on the identity information and the characteristics of objects class, the corresponding cluster archives of the characteristics of objects class are generated.

In this embodiment, by the scheme of image procossing, identity information is introduced in cluster archives, so that in subsequent base In the application process of cluster archives, the identity information for obtaining acquisition target can be facilitated, during criminal investigation and case detection, provided more Useful information, so as to accurate lock onto target object.

Second aspect, the embodiment of the present disclosure provide a kind of records application device, and the records application device includes:

Module is obtained, for obtaining at least two target space-time unique information；Wherein, target space-time model described in any two Enclose time range indicated by information and spatial dimension difference；

Determining module, for be based on at least two targets space-time unique information, determine cluster file store in it is described At least one target that at least two target space-time unique information match clusters archives, and one cluster archives include one The archive information of acquisition target, the archive information include the movable space-time unique information of the acquisition target；

Operation module executes predetermined operation for clustering archives based at least one described target.

In some embodiments, the records application device further include:

Receiving module, for receiving matching number threshold value, the matching number threshold value is greater than 1 and is no more than described at least two The number of a target space-time unique information；

The determining module is specifically used for determining in the cluster file store and believe at least two targets space-time unique The target space-time unique information number of successful match meets at least one target cluster of the matching number threshold value when breath matching Archives.

In some embodiments, the operation module is specifically used for clustering archives based at least one target, by institute It states space-time unique information in life event to be matched at least two targets space-time unique information, determine matched described The number of life event；The number for exporting the matched life event is more than the target cluster archives of preset threshold.

In some embodiments, the archive information includes the identity information of the acquisition target, the operation module, tool Body is used to cluster archives based at least one target, exports the acquisition pair at least one described target cluster archives The identity information of elephant.

In some embodiments, the operation module, specifically for based in the cluster archives of target described at least one First identity information, the archive information for the target cluster archives that output matches with default second identity information.

In some embodiments, the operation module is specifically used for clustering archives, output based at least one target Activity time indicated by the movable space-time unique information of acquisition target described in the target cluster archives is located at preset time The part archive information of at least one target cluster archives in range；

And/or

Archives are clustered based on target described at least one, it is movable to export acquisition target described in the target cluster archives Scope of activities indicated by space-time unique information is located at the portion of at least one target cluster archives within the scope of pre-set space Divide archive information.

In some embodiments, the operation module is specifically used for clustering archives based at least one target, according to Chronological order exports the archive information of an acquisition target.

In some embodiments, the operation module, if the number specifically for target cluster archives is at least two It is a, according to the number sequence from more to less of the matched life event, it is sequentially output at least two targets cluster shelves Case.

In some embodiments, the operation module, if the number specifically for target cluster archives is at least two It is a, and the number of the matched life event is identical, according to the time corresponding to space-time unique information in the life event Sequentially, at least two target cluster archives are sequentially output.

In some embodiments, the operation module, specifically for clustering the space-time that archives are included according to the target Range information exports the activity trajectory of the acquisition target.

In some embodiments, the determining module, is also used to receive first choice information, and the first choice information is used In instruction cluster file store to be selected；The second selection information is received, it is described to be selected poly- that the second selection information is used to indicate exclusion Word bank in class file store；According to the first choice information and the second selection information, the cluster file store is determined.

In some embodiments, described device further include:

Generation module, for obtaining the first image information of the acquisition target；According to pair of the first image information As feature, determine that the first image information includes characteristics of objects class belonging to the acquisition target, wherein each object is special Levy the corresponding acquisition target of class；According to the characteristics of objects class, the corresponding cluster archives of the characteristics of objects class are generated； The cluster archives of the different acquisition targets, form the cluster file store.

In some embodiments, the generation module is also used to obtain the corresponding identity information of the second image information；According to The characteristics of objects of second image information, the determining and matched characteristics of objects class of second image information；Based on the body Part information and the characteristics of objects class, generate the corresponding cluster archives of the characteristics of objects class.

The third aspect, the embodiment of the present disclosure provide a kind of records application device, and the records application device includes:

Memory, for storing computer executable instructions；

Processor is connect with the memory, for realizing above-mentioned first by executing the computer executable instructions Method described in aspect.

Fourth aspect, the embodiment of the present disclosure provide a kind of machine storage medium, and the computer storage medium is stored with calculating Machine executable instruction；After the computer executable instructions are executed by processor, it can be realized described in above-mentioned first aspect Method.

The embodiment of the present disclosure provides a kind of records application method and device, storage medium, this method comprises: obtaining at least Two target space-time unique information；Wherein, time range and space indicated by target space-time unique information described in any two Range is different；Based on at least two targets space-time unique information, determine in cluster file store at least two mesh At least one target cluster archives that mark space-time unique information matches, one cluster archives include an acquisition target Archive information, the archive information include the movable space-time unique information of the acquisition target；Based on target described at least one Archives are clustered, predetermined operation is executed.That is, after the embodiment of the present disclosure gets at least two target space-time unique information The cluster file store that meeting query and search pre-establishes passes through the acquisition pair that the archive information record of archives is clustered in cluster file store As movable space-time unique information, the quick lock in that records application device is automated is equal in different target space-time unique The target cluster archives occurred, the i.e. corresponding target object of target cluster archives, without need to retrieve it is some right When the information of elephant, picture is just handled one by one, is seen one by one without staff and is captured picture or video.The archives of the embodiment of the present disclosure Which acquisition target application apparatus is directly just able to know that in different target space-time models according to the archive information in cluster archives Occurred in enclosing, had the characteristics that high-efficient；Determine at the same time relative to artificial, reduces human error and unskilled technology Mistake caused by personnel is omitted, to have the characteristics that accuracy rate is high and recall rate is high.

Detailed description of the invention

Fig. 1 is the flow chart of the records application method of the embodiment of the present disclosure；

Fig. 2 is the flow chart one that one embodiment of the disclosure generates that archives cluster library；

Fig. 3 is the flowchart 2 for generating archives and clustering library of one embodiment of the disclosure；

Fig. 4 is the records application method exemplary diagram of the embodiment of the present disclosure；

Fig. 5 is the exemplary diagram that embodiment of the present disclosure records application device receives that space-time collides the instruction of skill tactics；

Fig. 6 is the parameter configuration interface figure in embodiment of the present disclosure records application device reception space-time collision skill tactics；

Fig. 7 is a kind of entity structure schematic diagram for records application device that the embodiment of the present disclosure provides；

Fig. 8 is a kind of entity structure schematic diagram for records application device that the embodiment of the present disclosure provides.

Specific embodiment

The technical solution of the disclosure is further described in detail with reference to the accompanying drawings and specific embodiments of the specification.

Fig. 1 shows the flow chart of the records application method according to the embodiment of the present disclosure, as shown in Figure 1, the records application Method includes:

S101, at least two target space-time unique information are obtained；Wherein, indicated by any two target space-time unique information Time range and spatial dimension it is different；

S102, be based at least two target space-time unique information, determine cluster file store in at least two target space-times At least one target that range information matches clusters archives, and one cluster archives include the archives letter an of acquisition target Breath, the archive information includes the movable space-time unique information of acquisition target.

S103, archives are clustered based at least one target, executes predetermined operation.

In the embodiments of the present disclosure, records application device can be the electronic equipments such as terminal device or server, and terminal is set Standby can be user equipment (User Equipment, UE), mobile device, terminal etc..

In the step S101 of the embodiment of the present disclosure, it is based on user that records application device, which obtains target space-time unique information, Operative configuration obtain, can also be and obtained by receiving the space time information carried in the alarm command that other equipment are sent ?.Wherein, the effect of target space-time unique information is the mesh for indicating that range and spatial dimension all occurred at the appointed time Mark object.

In one embodiment, a target space-time unique information refers to specific object time range and object space model It encloses, including specific time point and geographical location.However, it is necessary to explanation, in embodiment of the disclosure, records application dress Set at least two target space-time unique information of acquisition, time range indicated by any two target space-time unique information and Spatial dimension is different, i.e., the first object time range and first object spatial dimension of one target space-time unique information with Second object time range of another target space-time unique information is different with the second object space range.

It should be noted that in embodiment of the disclosure, target space-time unique information include security protection event occur when Between information and location information；Wherein, security protection event includes burglary, anti-terrorism monitoring, medical trouble accident etc..

Illustratively, when the records application method of the disclosure is checked for security protection event, witness 1 was claimed in 2018 10 points of the morning of April 15 saw that doubtful suspect A, witness 2 were claimed the afternoon 14 on April 14th, 2018 in X cell Point saw doubtful suspect A in Y school, witness 3 claim on April 16th, 2018 8 a.m. saw on the square Z it is doubtful Suspect.So, records application device receives 3 target space-time unique information, one of target from man-machine interactive interface The object time of space-time unique information is: at 10 points in the morning on April 15th, 2018, object space is: X cell, another target The object time of space-time unique information is: at 14 points in the afternoon on April 14th, 2018, object space is: Y school, the last one mesh The object time of mark space-time unique information is: the 8 a.m. on April 16th, 2018, object space is: the square Z.

In the step S102 of the embodiment of the present disclosure, records application device is adopted to what archive information in cluster archives was included The space-time unique information of collection object activity is compared at least two target space-time unique information, when the movable space-time of acquisition target Range information and at least two target space-time unique information match, it is determined that meet the target cluster archives of condition.

It should be noted that in embodiment of the disclosure, for an acquisition target, cluster archives have unique Property, i.e., one cluster archives characterize an acquisition target.

In one embodiment, the movable space-time unique information of acquisition target is not only had recorded in archive information, is also recorded The activity attributes information of acquisition target.

Illustratively, for the vehicle, archive information not only has recorded time and the spatial information of vehicle enforcement, also wraps Vehicle is included to make a dash across the red light under corresponding time and space number, the activity attributes information such as whether go beyond zebra stripes；For people, shelves Case information not only has recorded people's movable time and spatial information, further include people under corresponding time and space wear information, The information such as hair length, hair color.

In one embodiment, what is recorded in cluster archives is the complete archive information of acquisition target historical time；And In another embodiment, it is contemplated that memory space clusters the part archive information for having recorded acquisition target in archives, part shelves Case information is a part of archive information divided according to period and/or place section.

In addition, in a kind of embodiment of the disclosure, match refer to the movable space-time unique information of acquisition target when Between range information and the entirety of space range information it is identical as target space-time unique information.

In another embodiment, match and refer to temporal information and the space of the movable space-time unique information of acquisition target Information belongs within the scope of the object time range and object space of target space-time unique information.

In one embodiment, records application device also can receive matching number threshold value, and matching number threshold value is greater than 1 and not More than the number of at least two target space-time unique information；Corresponding, step S102 includes:

Records application device determine cluster file store in successful match when at least two target space-time unique information matches Target space-time unique information number meet matching number threshold value at least one target cluster archives.

In this embodiment, matching number threshold value is that configuration of the records application device based on user is received.Pass through setting Number threshold value is matched, so that records application device is during target cluster archives confirmation, when can be by the target of successful match The target cluster archives that empty range information number meets matching number threshold value screen.So that being provided with more than two When target space-time unique information, can flexibly it be filtered out in different target space-time unique information according to matching number threshold value, it is full The target of foot matching number threshold value clusters archives, and does not have to frequent hand picking and target space-time unique information is arranged.

In embodiment of the disclosure, cluster file store can be what records application device was got from other equipment, It can also be that records application device uses image processing techniques to analyze in advance.

Fig. 2 is the flow chart one that one embodiment of the disclosure generates cluster file store, as shown in Fig. 2, records application device obtains The method that file store must be clustered includes the following steps:

S102A, the first image information for obtaining acquisition target.

S102B, according to the characteristics of objects of the first image information, determine belonging to the included acquisition target of the first image information Characteristics of objects class, wherein the corresponding acquisition target of each characteristics of objects class.

S102C, according to characteristics of objects class, generate the corresponding cluster archives of characteristics of objects class.

The cluster archives of S102D, different acquisition object form cluster file store.

In a kind of embodiment of the disclosure, the first image information that archives application apparatus obtains in step S102A can be with It is by being collected in the camera of designated space range at the appointed time range.And the designated space range include to Object space in few two target space time informations, specified time range includes the target at least two target space time informations Time.

For example, records application device obtains acquisition target from the first video source, the second video source and third video source Image information, which has recorded the image information between on July 31,31 days to 2018 March in 2018 in X cell, Second video source has recorded June 28 31 days to 2018 March in 2018 in the image information of Y school, and third video source has recorded May 10 31 days to 2018 March in 2018 image information on the square Z.The image information recorded in video source the i.e. disclosure is real Apply the first image information of example.

In the step S102B of the embodiment of the present disclosure, records application device extracts the characteristics of objects in the first image information, The object can be people and be also possible to vehicle, and the embodiment of the present disclosure is with no restrictions.

In one embodiment, taking human as example, records application device is used according to the character features in the first image information The method of cluster determines character features class belonging to image.Wherein, character features include the face characteristic of people.

However, because the facial image in the image information of acquisition there may be blocked, uneven illumination, background it is mixed and disorderly, abnormal Become, contrast is low, not just, the excessive or reasons such as too small, it may appear that cluster the possibility of failure, therefore to promote the effect of cluster, In another embodiment, character features further include characteristics of human body, and records application device is according to the face characteristic in image information Character features class belonging to image is determined in conjunction with characteristics of human body, wherein characteristics of human body refers to hair feature, wears feature etc..

It is understood that in the embodiments of the present disclosure, by way of face human body joint cluster, improving and recalling Rate.

In another embodiment, records application device is using the method that increment clusters come according to pair of the first image information As feature, characteristics of objects class belonging to the included acquisition target of the first image information is determined.

Illustratively, taking human as example, records application device is according to the character features of image to be processed and character features class Class central feature determines character features class belonging to image to be processed；When image to be processed is existing character features class, According to face characteristic and multiple characteristic informations of character features class, the class central feature of the character features class is updated, realization is treated Handle the increment cluster of image.For example, multiple the of video acquisition device acquisition can be obtained every prefixed time interval Then one image information determines the characteristic value of the face characteristic of multiple first image informations, in the feelings that character features class is not present Under condition, then can will using the characteristic value of any one the first image information face characteristic as the class center of character features class The characteristic value of some other the first image information face characteristic is compared with class center, if the first image information face First image information can be then classified as personage spy within the scope of preset difference value by the characteristic value of feature and the difference at class center Class is levied, and redefines the class center of the character features class, for example, can be by the characteristic value of the first image information face characteristic The class center new as the character features class with the average value at class center.If the characteristic value of the first image information face characteristic Difference with class center is more than preset difference value, then first image information can be classified as to new character features class.

It is understood that above-mentioned incremental clustering algorithm, reduces comparison number, the speed of cluster is improved.

And in one embodiment, under the scene of large-scale data, to guarantee enough operation power, records application dress It sets and graphics processor (Graphics Processing Unit, GPU) parallel form can also be used.

In the embodiments of the present disclosure, records application device determines characteristics of objects class belonging to acquisition target, is to first The first image information for belonging to same target in image information is sorted out.When taking human as example, which is also referred to as passerby library The process of cluster.

In embodiment of the disclosure, after records application device characteristics of objects class belonging to acquisition acquisition target, according to Characteristics of objects class produces the corresponding cluster archives of characteristics of objects class.And the cluster archives of different acquisition targets, then it is formed poly- Class file store.It should be noted that in embodiment of the disclosure, in characteristics of objects class including multiple the first of acquisition target The corresponding acquisition information of image information, that is, the temporal information acquired and spatial information, the corresponding movable time range of acquisition target Information and space range information, the acquisition information, that is, archive information.

In one embodiment, multiple first image informations that may also include acquisition target in characteristics of objects class, that is, cluster It may include multiple first image informations of acquisition target in archives, naturally it is also possible to multiple first is saved in the form of characteristic The cluster feature of image information, to reduce space storage.

As described above, cluster in the archive information of archives include the movable temporal information of acquisition target and spatial information, Illustratively, in embodiment of the disclosure, the cluster dossier of certain an object A A was 31 days to 2018 years March in 2018 Activity attributes during April 31, such as: 2018/3/31/10:10-X cell ..., 2018/4/14/14:10-Y School ..., 2018/4/15/10:00-X cell ... the square 2018/4/31/19:00-Z }；The cluster archives of an object B are remembered Activity attributes of the B during on April 28,31 days to 2018 March in 2018 are recorded, such as: { 2018/3/31/10:00-D is small Area ..., 2018/4/14/14:00-Y school ..., 2018/4/15/10:15-X cell, 2018/4/16/8:10-Z it is wide ... the square 2018/4/28/19:20-M }；The cluster dossier of an object C C was 31 days to 2018 4 March in 2018 Activity attributes during months 20 days, such as: 2018/4/1/10:00-E cell ..., 2018/4/13/14:00-F School ..., 2018/4/15/00:15-X cell ... the square 2018/4/20/19:20-M }；The cluster archives of an object D are remembered Record activity attributes of the D during on April 20,31 days to 2018 March in 2018: 2018/4/1/14:00-E cell ..., 2018/4/13/14:00-F school ..., 2018/4/14/14:00-Y school ..., 2018/4/15/10:15-X it is small Area ... the square 2018/4/20/19:00-M }.Wherein, a time range (including moment) and spatial dimension (including Moment) corresponding objects a life event, as object D cluster archives in " 2018/4/14/14:00-Y school " represent One life event.

It should be noted that above-mentioned cluster archives A- cluster archives D is the part cluster archives clustered in file store.

In another embodiment, in order to carry out identity validation to acquisition target, in the cluster archives of building acquisition target When, authentication can also be carried out to acquisition target, that is, obtains the identity information of acquisition target.Therefore, it is recorded in archive information The movable temporal information of acquisition target and spatial information, are also recorded the identity information of acquisition target.

Fig. 3 shows the flowchart 2 of the generation cluster file store according to one embodiment of the disclosure, may comprise steps of:

S102A, the first image information for obtaining acquisition target.

S102C1, the corresponding identity information of the second image information is obtained.

S102C2, according to the characteristics of objects of the second image information, it is determining with the matched characteristics of objects class of the second image information.

S102C3, identity-based information and matched characteristics of objects class generate the corresponding cluster archives of characteristics of objects class.

In the step S102C1 that the disclosure is implemented, records application device can obtain the corresponding identity letter of the second image information The identity of breath, second image information and the second image information characterization object has corresponding relationship.

Illustratively, taking human as example, the character image information of the available public security system storage of records application device and Corresponding identity information, also referred to as portrait library.Here identity information can be name, gender, age, the body of acquisition target The information such as part card number, previous conviction.Wherein, character image information i.e. the second image information of public security system storage.

However, in embodiment of the disclosure, because the existing portrait library of public security has very much, to avoid omission or multiple identity It compares, multiple portrait libraries can be polymerize.Such as: there are permanent resident population personnel library, drug abuse previous conviction personnel library, stream in public security system Moving mouth personnel library, to obtain more comprehensive portrait library, records application device can will belong to the letter of same target in each portrait library Breath is polymerize, in order to provide the identity information of more fully acquisition target.

In embodiment of the disclosure, records application device is based on characteristics of objects class and the second image information, extracts second Then characteristics of objects in image can compare the characteristics of objects of the second image and the feature of characteristics of objects class, determine With the matched characteristics of objects class of the second image information, and the identity information of corresponding objects feature class is obtained.

For example, taking human as example, records application device can extract the face characteristic of facial image in the second image, so The characteristic value of the face characteristic of extraction and the central feature value at the class center of each character features class are compared afterwards, determine with The highest character features class of the characteristic value similarity of face characteristic, if the corresponding similarity of the highest character features class of similarity Greater than preset value, for example, being greater than 95%, then it is highest identity information belonging to the facial image can be referred to the similarity In the archive information of the corresponding cluster archives of character features class.

It should be noted that the above-mentioned face characteristic according to facial image in the second image, determines that character features class is corresponding The process of identity information is also referred to as passerby library and library is hit in portrait library.

In addition, in embodiment of the disclosure, when the corresponding identity information of the second image information has update, example Such as: not recording name in the past, and increased name information newly now, then the archives letter of records application device meeting synchronized update cluster archives The identity information of acquisition target in breath, this process can be referred to as the process that increment hits library.

In the step S102C3 of the embodiment of the present disclosure, records application device is determining acquisition corresponding with characteristics of objects class After the identity information of object, each characteristics of objects class can be directed to, based on the corresponding identity information of characteristics of objects class and Characteristics of objects class generates the corresponding cluster archives of the characteristics of objects class.And the corresponding cluster archives of difference acquisition target, it forms The cluster file store of the embodiment of the present disclosure.

Illustratively, there is object A- object D in the cluster file store of the identity information including acquisition target, in which: object A- Zhang San-male-identification card number 0000001:2018/3/31/10:10-X cell ..., 2018/4/14/14:10-Y School ..., 2018/4/15/10:00-X cell ... the square 2018/4/31/19:00-Z }；Object B- { Li Si-female-identity Card 0000002:2018/3/31/10:00-D cell ..., 2018/4/14/14:00-Y school ..., 2018/4/15/ 10:15-X cell, the square ... the 2018/4/16/8:10-Z square 2018/4/28/19:20-M }；Object C- { five-male of Liu-body Part card 0000003:2018/4/1/10:00-E cell ..., 2018/4/13/14:00-F school ..., 2018/4/15/ 00:15-X cell ... the square 2018/4/20/19:20-M }；Object D- { six-male of Lee-identification card number 0000004:2018/4/ 1/14:00-E cell ..., 2018/4/13/14:00-F school ..., 2018/4/14/14:00-Y school ..., 2018/4/15/10:15-X cell ... the square 2018/4/20/19:00-M }.

The generation method for clustering archives in the embodiment of the present disclosure in above-mentioned cluster file store passes through face people taking human as example The acquisition information of acquisition target same in different video source is combined and is associated with the people of public security by the mode of body increment cluster As library, the corresponding cluster archives of same acquisition target are generated, relative to, needing to handle in the related technology video source one by one, and will It is corresponding that (comparison of 1:N) acquisition single frames character image is compared in the portrait library of each frame character image in video source and public security Identity information, and based on the identity information of confirmation again come the mode for sorting out the candid photograph information for belonging to same people one by one, not only Recall rate is improved, the speed of cluster archives building has been also speeded up.

It should be noted that in embodiment of the disclosure, forming cluster file store by Fig. 2 or scheme shown in Fig. 3 Later, library classification can be carried out to file store according to the space-time unique information or identity information for including in archive information, certainly, also Further word bank can be done to sorted library to divide.For clustering the zoned format of file store, the embodiment of the present disclosure is not done Limitation.

In one embodiment, after cluster file store carries out classification and word bank divides, the archives that the disclosure is implemented are answered With device when screening target cluster archives based on cluster file store, cluster shelves can be reduced by pre-set form The screening range in case library, to promote search speed.In this embodiment, the determination process for clustering file store includes:

The second selection information is received, the second selection information is used to indicate the word bank excluded in cluster file store to be selected；

According to first choice information and the second selection information, cluster file store is determined.

It should be noted that in embodiment of the disclosure, first choice information and the second selection information can be archives Configuration of the application apparatus based on user is received.

Illustratively, when the cluster file store to be selected of first choice information instruction is sorted criminal record cluster archives When library, what the second selection information indicated is the resident population word bank in criminal record cluster file store, then records application device is true It does not include the corresponding cluster of acquisition target for residing population word bank that the cluster file store made, which is in criminal record cluster file store, Archives.

In the step S102 of the embodiment of the present disclosure, according to above-mentioned example, the target space-time unique information based on setting, shelves Case application apparatus determines that the cluster archives of object A, object B and object D are consistent at least two target space-time unique information. It as a result, in the embodiments of the present disclosure, will be at least two mesh by the movable space-time unique information of acquisition target in cluster archives The target cluster archives that mark space-time unique information matches screen.

It is understood that in the embodiments of the present disclosure, a cluster archives are the archives letter of a corresponding acquisition target Breath, records application device are based on cluster file store, can be the target acquisition target pair in multiple target space-time uniques, occurred The cluster archives answered screen.

In the step S103 of the embodiment of the present disclosure, records application device, can be according to mesh after screening archives The archives for marking object, do behavioural analysis.

In one embodiment, each target cluster archives include at least one life event, and each life event includes Space-time unique information, step S103 includes: that records application device is based at least one described target cluster archives, by the activity Space-time unique information is matched at least two targets space-time unique information in event, determines the matched activity thing The number of part；The number for exporting the matched life event is more than the target cluster archives of preset threshold.

In one embodiment, the number of records application device output life event is more than in the cluster archives of preset threshold Archive information.

In another embodiment, records application device output life event number is more than the cluster archives of preset threshold Docket No..

Illustratively, when preset threshold be 2 when, i.e., records application device at least two target space-time unique information phases In matched at least one target cluster archives, output clusters the target of life event included by archives and 3 and 3 or more The target that space-time unique information matches clusters archives.In above-mentioned steps S102, records application device determines object A, right As B and object D are consistent at least two target space-time unique information, and object A therein and object D have 2 activity things The space-time unique information of part is consistent with target space-time unique information, and object B has the space-time unique information and mesh of 3 life events Mark space-time unique information is consistent, therefore the output of records application device belongs to the cluster archives of object B.

It is understood that in the embodiments of the present disclosure, screened by preset threshold, it can be with quick lock in target space-time The target object frequently occurred in range, in security protection case investigation, because what is frequently occurred very likely has criminal motive, because This ensure that the accuracy of case investigation.

In one embodiment, archive information includes the identity information of the acquisition target, and step S103 includes: that archives are answered At least one described target is based on device and clusters archives, exports the acquisition pair at least one described target cluster archives The identity information of elephant.

In embodiment of the disclosure, because having recorded the movable space-time unique information of acquisition target in archive information, also remember The identity information of acquisition target is recorded, therefore records application device can export the identity of acquisition target based on the demand of user Information.

Illustratively, in embodiment of the disclosure, records application device exports the movable space-time unique information of object B, In order to according to movable its behavioural characteristic of space-time unique information analysis of object B, and export the identity information energy fast lock of object B Fix the number of workers's identity, on the one hand, convenient for knowing the history previous conviction of B, on the other hand also implementation is facilitated to deploy to ensure effective monitoring and control of illegal activities.

In one embodiment, step S103 includes: records application device based at least one target cluster archives First identity information, the archive information for the target cluster archives that output matches with default second identity information.

In embodiment of the disclosure, the identity information that acquisition target is stored in archives is clustered, such as the shelves of step S102 In case, the identification card number of object A to object D.When default second identity information is 0000002, the judgement pair of records application device As B and default second identity information match, therefore exports the movable space-time unique information of object B or export the archives of object B Number etc..

It should be noted that in embodiment of the disclosure, above-mentioned first identity information and default second identity information Type is simultaneously non-required completely the same, as long as being all that can uniquely characterize identity.For example, when the first identity information is in archives When identification card number, preset the second identity information can also for and the associated passport No. of identification card number, pass through passport No. and identification card number Between unique relationships, find and the matched cluster archives of the passport No..

It is understood that records application device obtains the acquisition target occurred in different target space-time unique After clustering archives, based on the identity information recorded in cluster archives, the identity of acquisition target is known, during public security is solved a case, It can believe based on the second identity information of grasp, the cluster archives of quick search target object, and based on the archives in cluster archives Breath analyzes its behavioural characteristic, saves a large amount of human costs and gold is solved a case the time cost of time.

In another embodiment, step S103 includes: that records application device is based at least one target cluster archives, defeated The activity time indicated by the movable space-time unique information of acquisition target is located in preset time range in target cluster archives out At least one target cluster archives part archive information；And/or archives are clustered based at least one target, export target Scope of activities indicated by the movable space-time unique information of acquisition target is located within the scope of pre-set space at least in cluster archives The part archive information of one target cluster archives.

In embodiment of the disclosure, records application device supports result queries, according in the archive information of cluster archives The movable space-time unique information of the acquisition target of record, the part archives in cluster archives that output specified time range occurred Information or designated space range occurred cluster archives in part archive information, and at the appointed time range and The part archive information that spatial dimension occurred.

Illustratively, records application device can according to user's operation demand, export object B preset time range and/ Or the part archive information of object space range.

It is understood that when the embodiment of the present disclosure is checked for security protection event, when records application device supports default Between the local queries of range and/or pre-set space range, enable staff more careful according to case time of origin section With the action message of suspect in the point range of the place where the case occurred, the criminal motive of suspect is analyzed.

In one embodiment, to include: records application device cluster archives according at least one target to step S103, according to Chronological order exports the archive information of an acquisition target.

In the embodiments of the present disclosure, records application device can be based on mesh after determining the target cluster archives that needs export The temporal information of the acquisition target of archive information record in archives is marked, in chronological sequence the archives of one acquisition target of Sequential output Information.

Illustratively, can Sequential output object B temporally from the near to the distant archive information, more preferably to implement to deploy to ensure effective monitoring and control of illegal activities, Can also Sequential output object B temporally from the distant to the near archive information, to analyze its crime from the historical behavior of object B A possibility that.

In one embodiment, if the number that step S103 includes: target cluster archives is at least two, records application dress The number sequence from more to less according to matched life event is set, at least two targets cluster archives are sequentially output.

In the embodiments of the present disclosure, records application device supports order output, illustratively, in step s 102, archives Application apparatus determines that the archive information of object A, object B and object D are consistent with target space time information.Because of object A and object D There are 2 life events to be consistent with target space-time unique information, object B has 3 life events to be consistent with target space-time unique information, Therefore records application device first exports the cluster archives of B, then exports the cluster archives of A and D.

It is understood that pressing the Sequential output target of the matching number of life event from more to less clusters archives, can protect Demonstrate,proving the target cluster archives exported at first may be the most need to pay attention target object.For example, going out in multiple security protection events The personnel now crossed, that is, be likely to be habitual offender, it is therefore desirable to more be paid close attention to.

In another embodiment, if the number that step S103 includes: target cluster archives is at least two, and it is matched The number of life event is identical, records application device according to time sequencing corresponding to space-time unique information in life event, according to At least two targets of secondary output cluster archives.

In the embodiments of the present disclosure, illustratively, in step s 102, records application device determines object A and object D Archive information in there is the corresponding space-time unique information of 2 life events to match with target space-time unique information.And object A The time finally occurred is 2018/4/31/19:00, and the time that object D finally occurs is 2018/4/20/19:00, therefore can be with According to demand, if current time is 2018/4/31/22:00, the suspect that deploys to ensure effective monitoring and control of illegal activities is needed, then first exporting the cluster shelves of object A Case, then the cluster archives of object D are exported, it can guarantee preferentially according to the space-time unique information in the archive information of object A, implement cloth Control, guarantees the validity deployed to ensure effective monitoring and control of illegal activities.

It is understood that in the implementation of the disclosure, when there are the identical archives of life event matching number, there is needle To the sequencing for determining target cluster archives output in chronological order of property, enable a user to be checked immediately with greater need for concern Target cluster archives simultaneously execute corresponding operating.

It should be noted that existing concurrently with the identical target of multiple life event matching numbers in the embodiment of the present disclosure When clustering archives, putting in order for target cluster archives output is not restricted to aforesaid way, can also be setting time range Interior output in chronological order can also be combining space information to determine to export.

In one embodiment, because be consistent at least two target space-time unique information target cluster archives may have it is more It is a, therefore be the close friend of display, records application device exports the corresponding Docket No. of target cluster archives of predetermined number.

In one embodiment, records application device is in the archive information of displaying target cluster archives, in different mesh In mark cluster archives or same target cluster archives, according to the time period or space segment carries out Pagination Display, to promote display effect.

In another embodiment, step S103 includes: records application device according at least one target cluster archives institute The space-time unique information for including, exports the activity trajectory of acquisition target.

In embodiment of the disclosure, because having recorded the movable space-time unique information of acquisition target in target cluster archives, Therefore records application device can export the active rail of acquisition target according to movable time range information and space range information Mark, in order to subsequent trajectory track.

Illustratively, embodiment of the disclosure is after determining the cluster archives of object A, can track data to object A into It goes and analyzes, obtain the mechanics of object A, convenient for the police by clue series connection, break a case, improve efficiency of solving a case.

It is understood that in embodiment of the disclosure, what is recorded in the archive information based on target cluster archives adopts Collect the space-time unique information of object activity, the acquisition that records application device is automated occurs in the air in different target The target object crossed, and the cluster archives based on target object carry out behavioural analysis, to provide effective reference for user, save Efficiency is improved while human resources.

Below by taking records application method is applied to security protection event investigation as an example, public security organ is usually divided by video investigation Analysis confirmation suspect.During analyzing video image, frequently with skill tactics, skill tactics is a kind of policy selection side Method collides skill tactics, the investigation method of time and space vehicle model by the space-time that different analysis strategies, such as time and space combine Etc. realizing the investigation to target person, target vehicle etc..With the continuous development of technology, the skill tactics of wisdom security protection and artificial Intellectual technology combines, and records application device is enabled to carry out intellectual analysis with " thinking of public security ".

Fig. 4 is the records application method exemplary diagram of the embodiment of the present disclosure, as shown in figure 4, archives are answered in the embodiment of the present disclosure Realize that records application method may comprise steps of with device:

S201, records application device receive the instruction that space-time collides skill tactics by skill tactics module.

In the embodiment of the present disclosure, there is skill tactics module in records application device, a variety of skill war strategies stored in the module, And records application device supports the extension to skill war strategy.Records application device receives the use that user is sent based on operation interface The instruction of space-time collision skill tactics.

It should be noted that in embodiment of the disclosure, the instruction of space-time collision skill tactics is used to indicate records application Device using space-time collision skill fight strategy, i.e., records application device need by from different time and space matched cluster Archives screen.

Fig. 5 is the exemplary diagram that embodiment of the present disclosure records application device receives that space-time collides the instruction of skill tactics, such as Fig. 5 institute Show, records application device receives the space-time collision skill war strategy of creation based on the operation of user.In embodiment of the disclosure, when Sky collision skill tactics just refer to that video source is chosen in the restriction based on time and space, and analyze acquisition restriction not Scheduled operation is executed with the archives of the target object occurred under time and steric requirements, and based on archives.

S202, records application device receive the parameter configuration to space-time collision skill tactics, comprising: at least two times and ground Point (video source), selection library, exclusion library, collision threshold, case, docket, remarks etc..

In the embodiments of the present disclosure, records application device is after the instruction for receiving space-time collision skill tactics, records application Device can further receive the parameter of user configuration, comprising: conditional parameter, identification parameter etc..

Wherein, conditional parameter refers to the configuration of the underlying parameter based on space-time collision skill tactics, when the collision such as to be chosen Empty information, comprising: at least two when and wheres (video source), collision threshold condition, and selection library, exclusion library etc..

Wherein, identification parameter is for recording and identifying the corresponding event information of current space-time collision skill tactics, such as record case Part number, the target folder etc. for needing to lock.

It should be noted that in the embodiments of the present disclosure, the received user configuration of records application device at least two when Between and place be at least two target space-time unique information, wherein any two target space-time unique information, when indicated Between it is different with space；The received collision threshold of records application device is to match number threshold value；The configuration pair for selecting library, excluding library The cluster file store that should be chosen.

Illustratively, Fig. 6 is the parameter configuration in embodiment of the present disclosure records application device reception space-time collision skill tactics Surface chart, as shown in fig. 6, the configuration based on user, the collision space time information that records application device receives: 3 collision space-times, More than 2 space-times collide the collision threshold condition being successfully returned to.Wherein, 3 collision space-time, that is, records application devices are received At least two target space-time unique information, more than 2 space-times collide the target space-time unique being successfully returned to as successful match Information number meets matching number threshold value.It can also be seen that the cluster file store of selection includes 3 library collection from the interface of Fig. 6 It closes, and eliminates 1 word bank in the set of some library.And identification parameter is as follows:

Case: everything BBH homicide case

Docket: 8613166599103

Remarks (target folder): victim, male, 32 years old, Luoyang, henan people

In the embodiments of the present disclosure, records application device is based on above-mentioned parameter with postponing, and the analysis that starts based on click refers to It enables, executes analysis.

S203, records application device are based on parameter configuration, determine in cluster file store, at least two target space-time uniques At least one target of information matches clusters archives.

Temporally to export preceding 1000 targets at least one target cluster archives poly- for information for S204, records application device Class archives.

In embodiment of the disclosure, being determined by records application device poly- with target space-time unique information matches targets Class archives may be multiple, then records application device according to target clusters the time sequencing in the space-time unique information in archives, Positive sequence or inverted order export preceding 1000 targets and cluster archives.

It should be noted that in embodiment of the disclosure, records application device can also according to target cluster archives and be included The movable space-time unique information of life event and the matching number of target space-time unique information, are sequentially output multiple mesh from more to less Mark cluster archives, and when different target cluster the included life event of archives matching number it is identical when, according to target space-time Time sequencing corresponding to the matched life event of range information is sequentially output target cluster archives, until exporting first 1000 Until target clusters archives.

S205, records application device Pagination Display archive information or display preset time range and/or pre-set space range Corresponding part archive information.

In the embodiments of the present disclosure, because in most cases, in archive information having recorded acquisition target activity for a long time Time range information, therefore the data volume in target cluster archives also can be very big, and records application device can Pagination Display Archive information, and corresponding part archive information is shown according to preset time range and/or pre-set space range.

When embodiment of the disclosure is hit for being involved in drug traffic, after smashing up a drug den 0, according to the friendship of drug addict In generation, there are also other drug addicts to leave after the C moment came den 0, and has handed over them 12 points or so are often removed J wine at night ?.At this point, the space-time using the embodiment of the present disclosure collides skill tactics, it can be by the video source of the moment den C 0 and 24 points of the same day or so The video source in the bar J is collided, and personnel's archives for occurring in the two target space-time unique information are returned, and allows drug abuse Person points out, and is thus easy to catch fish that has escape the net.

It is understood that in the embodiments of the present disclosure, it is convenient by least two target space-time unique information of setting Based on the movable space-time unique information of acquisition target stored in cluster archives, enable records application device in no suspect Portrait photographs in the case where, the target suspect that the acquisition of automation occurred in different target space-time unique, save A large amount of human costs and gold are solved a case the time cost of time.

As shown in fig. 7, the present embodiment provides a kind of records application devices, comprising:

Module 110 is obtained, for obtaining at least two target space-time unique information；Wherein, when target described in any two Time range indicated by empty range information and spatial dimension difference；

Determining module 120, for be based on at least two targets space-time unique information, determine cluster file store in institute At least one target cluster archives that at least two target space-time unique information match are stated, one cluster archives include one The archive information of a acquisition target, the archive information include the movable space-time unique information of the acquisition target；

Operation module 130 executes predetermined operation for clustering archives based at least one described target.

The present embodiment provides records application devices, can be applied in various electronic equipments, for example, mobile device and fixation are set It is standby etc..The mobile device includes but is not limited to mobile phone, tablet computer or various wearable devices etc..The fixed equipment packet Include but be not limited to desk-top notebook or server etc..

In some embodiments, the acquisition module 110, determining module 120 and operation module 130 can be program module, After the program module is executed by processor, it is capable of determining that the target to match at least two target space-time unique information clusters Archives, and archives are clustered according to target and execute predetermined operation.

In further embodiments, the acquisition module 110, determining module 120 and operation module 130 can be soft or hard combination Module, the soft or hard binding modules may include various programmable arrays；The programmable array includes but is not limited to that complexity can be compiled This column of journey array or field-programmable.

In some embodiments, the records application device further include:

Receiving module 140, for receive matching number threshold value, the matching number threshold value be greater than 1 and be no more than described in extremely The number of few two target space-time unique information；

The determining module 120 is specifically used for determining in the cluster file store and at least two targets space-time model The target space-time unique information number of successful match meets at least one target of the matching number threshold value when enclosing information matches Cluster archives.

In some embodiments, each target cluster archives include at least one life event, each life event Including space-time unique information, the operation module 130 is specifically used for clustering archives based at least one target, will be described Space-time unique information is matched at least two targets space-time unique information in life event, determines the matched work The number of dynamic event；The number for exporting the matched life event is more than the target cluster archives of preset threshold.

In some embodiments, the archive information includes the identity information of the acquisition target, the operation module 130, it is specifically used for clustering archives based at least one target, exports described at least one described target cluster archives The identity information of acquisition target.

In some embodiments, the operation module 130 is specifically used for based at least one target cluster archives The first identity information, the archive information for the target cluster archives that output matches with default second identity information.

In some embodiments, the operation module 130 is specifically used for clustering archives based at least one target, The activity time indicated by the movable space-time unique information of acquisition target described in the target cluster archives is exported positioned at default The part archive information of at least one target cluster archives in time range；And/or it is based at least one described target Archives are clustered, scope of activities indicated by the movable space-time unique information of acquisition target described in the target cluster archives is exported The part archive information of at least one target cluster archives within the scope of pre-set space.

In some embodiments, the operation module 130 is specifically used for clustering archives based at least one target, The archive information of an acquisition target is exported according to chronological order.

In some embodiments, the operation module 130, if the number specifically for target cluster archives is at least Two, according to the number sequence from more to less of the matched life event, it is sequentially output at least two targets clusters Archives.

In some embodiments, the operation module 130, if the number specifically for target cluster archives is at least Two, and the number of the matched life event is identical, when according to corresponding to space-time unique information in the life event Between sequence, be sequentially output at least two targets cluster archives.

In some embodiments, the operation module 130, specifically for according to the target cluster archives included when Empty range information exports the activity trajectory of the acquisition target.

In some embodiments, the determining module 120 is also used to receive first choice information, the first choice letter Breath is used to indicate cluster file store to be selected；Receive the second selection information, the second selection information be used to indicate exclusion it is described to Word bank in choosing cluster file store；According to the first choice information and the second selection information, the cluster archives are determined Library.

In some embodiments, the records application device further include:

Generation module 150, for obtaining the first image information of the acquisition target；According to the first image information Characteristics of objects determines that the first image information includes characteristics of objects class belonging to the acquisition target, wherein each object Feature class corresponds to an acquisition target；According to the characteristics of objects class, the corresponding cluster shelves of the characteristics of objects class are generated Case；The cluster archives of the different acquisition targets, form the cluster file store.

In some embodiments, the generation module 150 is also used to obtain the corresponding identity information of the second image information； According to the characteristics of objects of second image information, the determining and matched characteristics of objects class of second image information；Based on institute Identity information and the characteristics of objects class are stated, the corresponding cluster archives of the characteristics of objects class are generated.

As shown in figure 8, the embodiment of the present application provides a kind of records application device, comprising:

Memory, for storing information；

Processor is connect with display and the memory respectively, for being stored on the memory by executing Computer executable instructions can be realized the records application method that aforementioned one or more technical solutions provide, for example, such as Fig. 1 Extremely at least one of records application method shown in fig. 6.

The memory can be various types of memories, can be random access memory, read-only memory, flash memory etc..It is described to deposit Reservoir can be used for information storage, for example, storage computer executable instructions etc..The computer executable instructions can be various journeys Sequence instruction, for example, objective program instruction and/or source program instruction etc..

The processor can be various types of processors, for example, central processing unit, microprocessor, Digital Signal Processing Device, programmable array, digital signal processor, specific integrated circuit or image processor etc..

The processor can be connect by bus with the memory.The bus can be IC bus etc..

In some embodiments, the terminal device may also include that communication interface, the communication interface can include: network connects Mouthful, for example, lan interfaces, dual-mode antenna etc..The communication interface is equally connected to the processor, and can be used in information receipts Hair.

In some embodiments, the terminal device further includes man-machine interactive interface, for example, the man-machine interactive interface can Including various input-output equipment, for example, keyboard, touch screen etc..

In some embodiments, the records application device further include: display, the display can show various mention The facial image show, acquired and/or various interfaces.

The embodiment of the present application provides a kind of computer storage medium, and the computer storage medium is stored with computer can Execute code；After the computer-executable code is performed, it can be realized the shelves that aforementioned one or more technical solutions provide Case application method, for example, at least one of records application method as shown in Figures 1 to 6.

In several embodiments provided herein, it should be understood that disclosed device and method can pass through it Its mode is realized.Apparatus embodiments described above are merely indicative, for example, the division of the unit, only A kind of logical function partition, there may be another division manner in actual implementation, such as: multiple units or components can combine, or It is desirably integrated into another system, or some features can be ignored or not executed.In addition, shown or discussed each composition portion Mutual coupling or direct-coupling or communication connection is divided to can be through some interfaces, the INDIRECT COUPLING of equipment or unit Or communication connection, it can be electrical, mechanical or other forms.

Above-mentioned unit as illustrated by the separation member, which can be or may not be, to be physically separated, aobvious as unit The component shown can be or may not be physical unit, it can and it is in one place, it may be distributed over multiple network lists In member；Some or all of units can be selected to achieve the purpose of the solution of this embodiment according to the actual needs.

In addition, each functional unit in various embodiment of that present disclosure can be fully integrated into a processing module, it can also To be each unit individually as a unit, can also be integrated in one unit with two or more units；It is above-mentioned Integrated unit both can take the form of hardware realization, can also realize in the form of hardware adds SFU software functional unit.This Field those of ordinary skill, which is understood that, realizes that all or part of the steps of above method embodiment can be by program instruction phase The hardware of pass is completed, and program above-mentioned can be stored in a computer readable storage medium, which when being executed, holds Row step including the steps of the foregoing method embodiments；And storage medium above-mentioned include: movable storage device, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic or disk etc. it is various It can store the medium of program code.

Disclosed method in several embodiments of the method provided herein, in the absence of conflict can be any group It closes, obtains new embodiment of the method.

Disclosed feature in several apparatus embodiments provided herein, in the absence of conflict can be any group It closes, obtains new apparatus embodiments.

Disclosed feature in several methods provided herein or apparatus embodiments, in the absence of conflict can be with Any combination obtains new embodiment of the method or apparatus embodiments.

The above, the only specific embodiment of the disclosure, but the protection scope of the disclosure is not limited thereto, it is any Those familiar with the art can easily think of the change or the replacement in the technical scope that the disclosure discloses, and should all contain It covers within the protection scope of the disclosure.Therefore, the protection scope of the disclosure should be based on the protection scope of the described claims.

Claims

1. a kind of records application method characterized by comprising

Obtain at least two target space-time unique information；When wherein, indicated by target space-time unique information described in any two Between range and spatial dimension it is different；

Based on at least two targets space-time unique information, determine in cluster file store at least two targets space-time model At least one target cluster archives that information matches are enclosed, one cluster archives include the archives letter an of acquisition target Breath, the archive information includes the movable space-time unique information of the acquisition target；

2. the method according to claim 1, wherein the method also includes:

Matching number threshold value is received, the matching number threshold value, which is greater than 1 and is no more than at least two targets space-time unique, to be believed The number of breath；

At least one target to match in the determining cluster file store at least two targets space-time unique information is poly- Class archives, comprising:

It determines in the cluster file store and when at least two targets space-time unique information matches when target of successful match Empty range information number meets at least one target cluster archives of the matching number threshold value.

3. method according to claim 1 or 2, which is characterized in that each target cluster archives include at least one Life event, each life event include space-time unique information, described to cluster archives based at least one described target, are executed pre- Fixed operation, comprising:

Archives are clustered based on target described at least one, by space-time unique information in the life event and at least two mesh Mark space-time unique information is matched, and determines the number of the matched life event；

The number for exporting the matched life event is more than the target cluster archives of preset threshold.

4. method according to claim 1 or 2, which is characterized in that the archive information includes the body of the acquisition target Part information, it is described that archives are clustered based at least one described target, execute predetermined operation, comprising:

Archives are clustered based on target described at least one, export the acquisition target at least one described target cluster archives Identity information.

5. method according to claim 1 or 2, which is characterized in that it is described that archives are clustered based at least one described target, Execute predetermined operation, comprising:

Archives are clustered based on target described at least one, export the movable space-time of acquisition target described in the target cluster archives Activity time indicated by range information is located at the part shelves of at least one target cluster archives in preset time range Case information；

And/or

Archives are clustered based on target described at least one, export the movable space-time of acquisition target described in the target cluster archives Scope of activities indicated by range information is located at the part shelves of at least one target cluster archives within the scope of pre-set space Case information.

6. method according to claim 1 or 2, which is characterized in that the method also includes:

The second selection information is received, the second selection information is used to indicate the word bank excluded in the cluster file store to be selected；

7. method according to claim 1 or 2, which is characterized in that the method also includes:

Obtain the first image information of the acquisition target；

According to the characteristics of objects of the first image information, determine that the first image information includes belonging to the acquisition target Characteristics of objects class, wherein the corresponding acquisition target of each characteristics of objects class；

8. a kind of records application device, which is characterized in that described device includes:

Module is obtained, for obtaining at least two target space-time unique information；Wherein, target space-time unique described in any two is believed The indicated time range of breath and spatial dimension difference；

Determining module, for be based on at least two targets space-time unique information, determine cluster file store in it is described at least At least one target that two target space-time unique information match clusters archives, and one cluster archives include an acquisition The archive information of object, the archive information include the movable space-time unique information of the acquisition target；

9. a kind of records application device, which is characterized in that the records application device includes:

Memory, for storing computer executable instructions；

Processor is connect with the memory, for realizing claim 1 to 7 by executing the computer executable instructions Described in any item methods.

10. a kind of computer storage medium, the computer storage medium is stored with computer executable instructions；The computer After executable instruction is executed by processor, it can be realized the described in any item methods of claim 1 to 7.