CN108959505A - A kind of method and terminal device of management caching picture - Google Patents

A kind of method and terminal device of management caching picture Download PDF

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Publication number
CN108959505A
CN108959505A CN201810675257.5A CN201810675257A CN108959505A CN 108959505 A CN108959505 A CN 108959505A CN 201810675257 A CN201810675257 A CN 201810675257A CN 108959505 A CN108959505 A CN 108959505A
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China
Prior art keywords
picture
measurement period
target photo
default measurement
significance level
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CN201810675257.5A
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Chinese (zh)
Inventor
赵远
易鸿宾
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Ping An Technology Shenzhen Co Ltd
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Ping An Technology Shenzhen Co Ltd
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Priority to CN201810675257.5A priority Critical patent/CN108959505A/en
Priority to PCT/CN2018/104971 priority patent/WO2020000656A1/en
Publication of CN108959505A publication Critical patent/CN108959505A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/21Design, administration or maintenance of databases
    • G06F16/215Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50Information retrieval; Database structures therefor; File system structures therefor of still image data

Abstract

The present invention is suitable for field of computer technology, provide the method and terminal device of a kind of management caching picture, this method comprises: obtaining the browsing record of the picture cached in default measurement period when detecting that used spatial cache is greater than or equal to preset threshold;Determine the respective significance level of picture of all cachings in the default measurement period;According to the respective significance level of picture of the caching in the default measurement period and browsing record, the picture for needing to delete is determined, delete the picture for needing to delete from buffer zone.The embodiment of the present invention is due to when deleting the picture of caching, consider the significance level of picture, it can be avoided the case where falling the interested picture of user clearly generation, due to remaining relatively important picture in caching, user does not need to re-download the i.e. browsable picture, can save the resource of download pictures consumption.

Description

A kind of method and terminal device of management caching picture
Technical field
The invention belongs to field of computer technology more particularly to a kind of methods and terminal device of management caching picture.
Background technique
It is gradually increased with the continuous development of science and technology with people's living standard, intelligent terminal such as smart phone, plate are whole The application of end equipment etc. is also more and more extensive.User can install all kinds of social softwares on intelligent terminal, and by social soft Part sends and receives picture.
In the prior art, when image cache file reaches a certain size, intelligent terminal can according to picture download when Between sequencing picture is cleared up, first delete the picture downloaded earliest.This caching purge mechanism is fairly simple, still The interested picture of user may be cleaned up, needs to re-download or even can not check when user being caused to check the picture next time The picture.
Summary of the invention
In view of this, the embodiment of the invention provides the method and terminal device of a kind of management caching picture, it is existing to solve The interested picture of user may be cleaned up by having the method for skill operative management caching picture, and user is caused to check the picture next time When need to re-download or even the problem of can not check the picture.
The first aspect of the embodiment of the present invention provides a kind of method of management caching picture, comprising:
When detecting that used spatial cache is greater than or equal to preset threshold, caching in default measurement period is obtained The browsing of picture records;
Determine the respective significance level of picture of all cachings in the default measurement period;
According to the respective significance level of picture of the caching in the default measurement period and browsing record, determining is needed The picture to be deleted deletes the picture for needing to delete from buffer zone.
The second aspect of the embodiment of the present invention provides a kind of terminal device, including memory, processor and is stored in In the memory and the computer program that can run on the processor, when the processor executes the computer program It performs the steps of
When detecting that used spatial cache is greater than or equal to preset threshold, caching in default measurement period is obtained The browsing of picture records;
Determine the respective significance level of picture of all cachings in the default measurement period;
According to the respective significance level of picture of the caching in the default measurement period and browsing record, determining is needed The picture to be deleted deletes the picture for needing to delete from buffer zone.
The third aspect of the embodiment of the present invention provides a kind of computer readable storage medium, the computer-readable storage Media storage has computer program, and the computer program performs the steps of when being executed by processor
When detecting that used spatial cache is greater than or equal to preset threshold, caching in default measurement period is obtained The browsing of picture records;
Determine the respective significance level of picture of all cachings in the default measurement period;
According to the respective significance level of picture of the caching in the default measurement period and browsing record, determining is needed The picture to be deleted deletes the picture for needing to delete from buffer zone.
The method and terminal device for implementing a kind of management caching picture provided in an embodiment of the present invention have below beneficial to effect Fruit:
The embodiment of the present invention, when used spatial cache is greater than or equal to preset threshold, by the figure for determining caching The significance level of piece determines the picture for needing to be removed from the cache according to the significance level of the picture of caching and browsing record, Since terminal device is when deleting the picture of caching, it is contemplated that the significance level of picture, and the significance level of picture can basis The point of interest of user determines, therefore, can be avoided the case where falling the interested picture of user clearly generation when cleaning caches picture, Due to remaining relatively important picture in caching, user does not need to re-download the i.e. browsable picture, can save The resource of download pictures consumption.
Detailed description of the invention
It to describe the technical solutions in the embodiments of the present invention more clearly, below will be to embodiment or description of the prior art Needed in attached drawing be briefly described, it should be apparent that, the accompanying drawings in the following description is only of the invention some Embodiment for those of ordinary skill in the art without any creative labor, can also be according to these Attached drawing obtains other attached drawings.
Fig. 1 is a kind of implementation flow chart of the method for management caching picture that one embodiment of the invention provides;
Fig. 2 is the implementation flow chart of S1022 in a kind of method for management caching picture that one embodiment of the invention provides;
Fig. 3 is a kind of structural block diagram for terminal device that one embodiment of the invention provides;
Fig. 4 be another embodiment of the present invention provides a kind of terminal device schematic diagram.
Specific embodiment
In order to make the objectives, technical solutions, and advantages of the present invention clearer, with reference to the accompanying drawings and embodiments, right The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and It is not used in the restriction present invention.
Referring to Figure 1, Fig. 1 is a kind of implementation flow chart of the method for management caching picture provided in an embodiment of the present invention. The executing subject of the method for management caching picture is terminal device in the present embodiment, and terminal device includes but is not limited to intelligent hand The mobile terminals such as machine, tablet computer.The method of management caching picture as shown in the figure can include:
S101: it when detecting that used spatial cache is greater than or equal to preset threshold, obtains in default measurement period The browsing of the picture of caching records.
Terminal device can be detected buffer zone currently used spatial cache by preset time interval, and judge to work as Whether preceding used spatial cache is greater than or equal to preset threshold.It specifically, can be by file institute that buffer zone has cached Bit (bit) value accounted for determines used spatial cache.Preset time interval can be 24 hours, and preset threshold can be 100M, but it is not limited to this, preset time interval and preset threshold specifically can according to the size of actual spatial cache into Row setting, herein with no restrictions.
When current used spatial cache is less than preset threshold, determines that spatial cache is also enough, do not need temporarily to clear up The content of buffer zone storage, at this point, terminal device is detecting that current time reaches the initial time of next time interval When, obtain the current used spatial cache in buffer zone again, and judge current used spatial cache whether be greater than or Equal to preset threshold.
Terminal device determines spatial cache not when determining that current used spatial cache is greater than or equal to preset threshold Foot, needs to clear up picture or the file etc. that buffer zone is stored, and terminal device obtains the picture cached in default measurement period Browsing record.
The default corresponding duration of measurement period is greater than the corresponding duration of preset time interval, and default measurement period can be It one week, 15 days or 1 month etc., can specifically be configured according to actual needs, herein with no restrictions.
The picture of caching can be the picture that terminal device receives, and be also possible to the figure that terminal device is downloaded from server Piece can also be the photograph that user is shot by terminal device, can also be in picture library using the mounted image of terminal device The picture etc. that processing software handles the picture in picture library.
The browsing record of the picture of caching includes the record that user checks, downloads or forward picture to generate.Terminal device can A journal file is generated when checking in user, download or forward picture, the browsing for recording every picture records, browsing Record includes unique identification and the browsing time of the picture of user's browsing.The unique identification of picture and the browsing time of picture close UNPROFOR is deposited.
It is understood that database can be set in terminal device.
When user uses certain picture, the face characteristic information in picture can be extracted by face recognition technology, and It searches and whether there is matched face characteristic information in database.
If it does not exist, then determining does not have storage in database include the picture of the face characteristic information, for the people of the picture Face characteristic information creates identity (such as number 100010), and face characteristic information is associated with preservation with its identity.
If it exists, then it is assumed that the picture comprising the face characteristic information has been stored in database.
For example, identifying picture 1, the personage in picture 1 is the friend A of user, is not found in the database and its people The picture that face characteristic information matches then saves the face characteristic information of A in the database and creates corresponding identity 100010.Identify picture 2, the personage in picture 2 is the friend B of user, is not found in the database and its face characteristic The picture that information matches then saves the face characteristic information of B in the database and creates corresponding identity 100011.Know Other picture 3, the personage in picture 3 are also the friend A of user, are searched in the database, find the face characteristic information in picture 3 Face characteristic information with 100010 matches, then determines that the corresponding identity of picture 3 is 100010.
Wherein, face recognition technology can extract the feature of face, mainly according to the shape description of human face and The distance between they characteristic facilitates the characteristic of face classification to obtain, and characteristic component generally includes between characteristic point Euclidean distance, curvature and angle etc..Face is locally made of eyes, nose, mouth, chin etc., between these parts and they The geometric description of structural relation can be used as the important feature of identification face.
S102: the respective significance level of picture of all cachings in the default measurement period is determined.
Terminal device can determine whether the picture of caching includes facial image using face recognition technology.
When not including facial image in the picture of caching, classify to the picture for not including facial image, such as beauty Eat class picture, natural views class picture, places of cultural interest class picture, animal class picture etc..Later, terminal device, which obtains, deletes note Record, and the pictorial information for including according to deletion record counts type belonging to the picture deleted in default measurement period, according to pre- If the corresponding sum of each type of picture deleted in measurement period determines each type of significance level.Wherein, certain type The sum of deleted picture is bigger, and the significance level of the picture of the type is lower.
It is understood that can be the figure not comprising facial image when not including facial image in the picture of caching Significance level is arranged in piece, for example, setting 0.5 for the significance level for the picture for not including facial image.
When in the picture of caching including facial image, terminal device can scheme according to the contact person for including in address list Picture, from obtained in the picture of caching with the matched picture of facial image in contact image, and according to respectively being contacted in address list The remark information or grouping information of people determine the significance level of contact person, so that it is determined that the picture of the facial image comprising contact person Significance level.Address list is the address list of social application, and social application is for example, phone application, (wechat is answered for instant messaging application With, QQ application etc.), mailbox application etc..
Wherein, do not include contact person in address list facial image picture significance level it is minimum, where contact person Grouping is higher with the cohesion of the relationship of terminal user, and the significance level of the picture of the facial image comprising the contact person is got over It is high.
Further, for the significance level for the picture that more accurately determination caches, S102 may include S1021: work as institute When the picture for stating caching does not include facial image, all institutes in the default measurement period are determined according to the interest point information of user State the respective significance level of picture of caching.
For example, terminal device can extract interest point information, interest from the hobby information of the personal information of user Point is for example, cuisines, tourism, photography etc..When point of interest is cuisines, the significance level of the picture comprising food is higher;Work as interest When point is travels, the significance level of natural views class picture and places of cultural interest class picture is relatively high;When point of interest is photography When, the significance level of natural views class picture and animal class picture is higher.
It, can be according to default when the significance level of the different types of picture determined according to interest point information is almost the same The quantity of each type of picture cached in measurement period determines the significance level of each type of picture.Wherein, certain type Picture quantity it is more, the picture of the type is more important.It is understood that multiple sections can also be arranged in terminal device, Important level is set for each section, so that the section according to belonging to the quantity of each type of picture, determines each type of The important level of picture determines significance level according to important level.
Further, for the significance level for the picture that more accurately determination caches, S201 may include S1022: according to The figure map that each corresponding browsing record of Target Photo and each Target Photo include in the default measurement period Picture determines the significance level of each Target Photo in the default measurement period;The Target Photo is comprising face figure The picture of picture.
Terminal device can obtain from the picture of caching and scheme with contact person according to the contact image for including in address list The matched picture of facial image as in, and contact person is determined according to the remark information or grouping information of contact person each in address list Significance level, obtain the corresponding significance level of facial image;Later, corresponding heavy according to facial image in each Target Photo It wants degree, preset the corresponding browsing time browsed in record of each Target Photo in measurement period and browsing time, determine The significance level of each Target Photo in default measurement period.
In the present embodiment, the significance level of Target Photo by the corresponding significance level of facial image in Target Photo, Browsing time and browsing time in the browsing record of Target Photo determine jointly.
Wherein, in the significance level for determining Target Photo, it is corresponding important to pay the utmost attention to facial image in Target Photo The browsing time of degree, Target Photo browsed in record takes second place, when finally considering the browsing in the browsing record of Target Photo Between.
Further, in another embodiment, Fig. 2 is referred to, Fig. 2 is a kind of management that one embodiment of the invention provides Cache the implementation flow chart of S1022 in the method for picture.S1022 may include S10221~S10223.It is specific as follows:
S10221: it is recorded, is obtained each according to the corresponding browsing of the Target Photo each in the default measurement period The corresponding total browsing time of Target Photo and last browsing time.
The corresponding total browsing time of each Target Photo indicates in default measurement period, browsed total time of Target Photo Number.Wherein, in default measurement period, terminal device can be when detecting that user browses certain Target Photo, by the target figure The corresponding browsing time of piece adds 1.
The each Target Photo corresponding last browsing time is the specific time of user's the last time browsing objective picture.Tool The body time can be recorded by the format of " certain year, in such a month, and on such a day some time divided ".
S10222: the number occurred according to the facial image in each Target Photo in the default measurement period, Determine the corresponding significance level of each facial image.
Terminal device is recorded according to the browsing of each Target Photo in default measurement period, counts every in default measurement period The number that facial image in a Target Photo occurs.Wherein, picture of the every browsing of user, can be by the face in the picture The number of the corresponding appearance of image adds 1.
It in some cases, may include multiple personages in a picture, then it is each in picture when user browses the picture The number of the corresponding appearance of facial image adds 1.
Terminal device can preset multiple frequency of occurrence sections, and important etc. for the setting of each frequency of occurrence section Grade determines frequency of occurrence belonging to the number of each facial image appearance when getting the number that each facial image occurs Section, so that it is determined that the corresponding important level of each facial image, and then the facial image for including according to each Target Photo Important level determines the important level of each Target Photo.Wherein, when in Target Photo including at least two facial images, from Highest important level is determined in the corresponding important level of at least two facial images, and highest important level is identified For the important level of the Target Photo.
S10223: according to the corresponding significance level of the facial image each in the default measurement period, each described The corresponding total browsing time of Target Photo and last browsing time determine each target figure in the default measurement period The significance level of piece.
In the present embodiment, the significance level of Target Photo by the corresponding significance level of facial image in Target Photo, Target Photo corresponding last browsing time and browsing time determine jointly.
Terminal device can be set multiple important levels, the significance level of the corresponding mankind's image of each important level, One does not browse duration section and a browsing time section;Duration is not browsed to be counted by current time and last browsing time It obtains.
Terminal device is when getting the corresponding browsing time of each Target Photo, it may be determined that clear belonging to the browsing time Look at time intervals;According to each Target Photo corresponding last browsing time determine its it is corresponding do not browse duration, so that it is determined that Each Target Photo is corresponding not to browse non-browsing time section belonging to duration;It is corresponding according to the facial image of Target Photo Browsing time section belonging to significance level, the corresponding browsing time of each Target Photo, each Target Photo be not corresponding clear It lookes at time interval, determines the important level of target image.
Further, S10223 specifically includes the following steps:
A: obtain the first weight coefficient of the corresponding significance level of facial image, total browsing time the second weight coefficient with And the third weight coefficient of unused duration.
Wherein, first weight coefficient > the second weight coefficient > third weight coefficient, also, the first weight coefficient+the second Weight coefficient+third weight coefficient=1.
B: according to the last browsing time corresponding with each Target Photo at current time, each target figure is calculated The corresponding unused duration of piece.
C: according to each corresponding unused duration of Target Photo and total browsing time, each facial image Significance level, first weight coefficient, second weight coefficient, the third weight coefficient, calculate each mesh It marks on a map the score value of piece.
Terminal device can be according to formula C=k1×I+k2×N+k3× T calculates the score value of each Target Photo.Wherein, C indicates the score value of Target Photo, k1Indicate the first weight coefficient, k2Indicate the second weight coefficient, k3Indicate third weight system Number, I indicate the significance level of facial image, and N indicates that total browsing time of each Target Photo, T indicate each Target Photo pair The unused duration answered.
D: according to the score value of each Target Photo, the weight of each Target Photo in the default measurement period is determined Want degree.
Terminal device can preset multiple score value sections, and the corresponding important level in each score value section, root is arranged Score value section belonging to score value according to each Target Photo determines the important level of each Target Photo.Higher point of score value It is higher to be worth the corresponding important level in section.
It optionally, can also include: calculate the first kind picture comprising facial image the after S1021 or S1022 One crash rate, and calculate do not include facial image the second class picture the second crash rate, thus according to the first crash rate with And second first kind picture of the crash rate adjustment comprising facial image and the second class picture not comprising facial image it is respective Significance level, so that terminal device can clear up the picture of caching according to significance level adjusted.
The first kind picture comprising facial image for the failure that user checks in first crash rate=default measurement period The number of the first kind picture comprising facial image received in the number/default measurement period.Wherein, failure refers to user The picture is removed from caching when checking, is needed to download the picture from server again or can not be checked this again Picture.
The the second class picture not comprising facial image for the failure that user checks in second crash rate=default measurement period The number/default measurement period in the number of the second class picture not comprising facial image that receives.
If the first crash rate increases the important journey for not including the second class picture of facial image less than the second crash rate Degree, the significance level of the first kind picture comprising facial image can remain unchanged at this time, can also reduce;If the first crash rate Greater than the second crash rate, then increase the significance level of the first kind picture comprising facial image, at this time not comprising facial image The significance level of second class picture can remain unchanged, and can also reduce.
For example, default measurement period is 1000 that the first kind picture comprising facial image is received in 50 days, 50 days, Wherein user, which has 10 times, wants to check that the first kind picture comprising facial image, picture all fail, then comprising facial image First crash rate of first kind picture is 0.01.
100 of the quantity of the second class picture not comprising facial image are received in 50 days, wherein user has 3 times and wants Check that the second class picture not comprising facial image, picture all fail, then the of the second class picture not comprising facial image Two crash rates are 0.03.
Since the first crash rate is less than the second crash rate, therefore, it is necessary to increase the second class picture for not including facial image Significance level, amplification can be the 10% or 20% of its original significance level, to embody user to the picture of caching Individual demand.
S103: recording according to the respective significance level of picture of the caching in the default measurement period and browsing, It determines the picture for needing to delete, deletes the picture for needing to delete from buffer zone.
Terminal device can determine that the picture of each caching is not corresponding clear according to the browsing record of the picture of each caching Look at duration and total browsing time.
When the significance level of the picture of caching does not browse duration and the calculating of total browsing time not according to picture is corresponding When obtaining, terminal device is according to the corresponding figure for not browsing duration and total browsing time, each caching of picture of each caching The significance level of piece determines the picture for needing to delete, so that be removed from the cache after the picture for needing to delete, it is used Spatial cache is less than preset threshold.
Wherein, it preferentially deletes the low picture of significance level and it is lower preferentially to delete total browsing time when significance level is identical Picture, when significance level is identical and total browsing time is identical, preferential delete does not browse the longest picture of duration, when important journey When spending that identical, total browsing time is identical, not browse duration also identical, the picture for needing to delete can be arbitrarily selected.
For example, beginning to execute image cache removing strategy: postponing first when used spatial cache is greater than 100M The minimum picture of middle deletion significance level is deposited, if after deleting, used spatial cache is still greater than or is equal to 100M, and again Wanting degree to arrange penultimate picture has at least two, then being removed from it the minimum picture of total browsing time;Later, if The spatial cache used is still greater than or is equal to 100M, and significance level, which arranges penultimate picture, at least two and corresponding Total browsing time is identical, does not browse the longest picture of duration then being removed from it, if significance level arranges penultimate picture There are at least two and corresponding total browsing time is identical, it is identical not browse duration yet, then any delete wherein one, directly Until used spatial cache is less than 100M.
When the picture of caching is Target Photo, and the significance level of Target Photo is not browse duration according to picture is corresponding And total browsing time is when being calculated, significance level and each picture when not browsing of the terminal device according to each picture It is long to determine the picture for needing to delete.Wherein, when significance level is identical, preferential delete does not browse the longest picture of duration, when weight When wanting that degree is identical, not browse duration also identical, the picture for needing to delete can be arbitrarily selected.
When the picture of caching is Target Photo, and terminal device is determining target figure according to the score value of each Target Photo When the important level of piece, the important etc. of duration and each Target Photo can not be browsed according to each Target Photo is corresponding Grade determines the picture for needing to delete.Wherein, when important level is identical, preferential delete does not browse the longest picture of duration, when weight When wanting that grade is identical, not browse duration also identical, the picture for needing to delete can be arbitrarily selected.
It is understood that improving the efficiency for deleting caching picture, terminal to reduce the number for the picture for deleting caching Equipment can also be according to the respective significance level of picture of the caching in default measurement period and the figure of browsing record, caching The size of piece determines that one or at least two needs the picture deleted, terminal device can the picture that cleaning once caches it After allow for used spatial cache less than preset threshold.
Illustratively, it in an application scenarios, when user uses social software (such as wechat), may be connect from server Various pictures (picture that such as other users issue the user) is received, the picture checked by user saves in the buffer, convenient User checks next time, saves the time of user.But spatial cache is limited, it, can be right after the picture of caching is more than a certain amount of Picture is cleared up.The significance level of personage in picture can be considered when cleaning, it is assumed that the last of two pictures uses the time, checks Number is essentially identical, if the personage A in picture 1 is extremely important, average each picture including A is checked 1.6 times, and picture 2 In personage B it is not too important, the average each picture including B is checked 0.3 time, then two pictures it is last using the time, look into It is preferential to remove picture 2 in the case where seeing that number is essentially identical.
The embodiment of the present invention, when used spatial cache is greater than or equal to preset threshold, by the figure for determining caching The significance level of piece determines the picture for needing to be removed from the cache according to the significance level of the picture of caching and browsing record, Since terminal device is when deleting the picture of caching, it is contemplated that the significance level of picture, and the significance level of picture can basis The point of interest of user determines, therefore, can be avoided the case where falling the interested picture of user clearly generation when cleaning caches picture, Due to remaining relatively important picture in caching, user does not need to re-download the i.e. browsable picture, can save The resource of download pictures consumption.
It should be understood that the size of the serial number of each step is not meant that the order of the execution order in above-described embodiment, each process Execution sequence should be determined by its function and internal logic, the implementation process without coping with the embodiment of the present invention constitutes any limit It is fixed.
Referring to Fig. 3, Fig. 3 is a kind of structural block diagram for terminal device that one embodiment of the invention provides, terminal device packet Include but be not limited to the mobile terminals such as smart phone, tablet computer.The each unit that terminal device includes is for executing FIG. 1 to FIG. 2 pair Each step in the embodiment answered.Referring specifically to the associated description in the corresponding embodiment of FIG. 1 to FIG. 2.For the ease of Illustrate, only the parts related to this embodiment are shown.Referring to Fig. 3, terminal device 3 includes:
Acquiring unit 310, it is default for obtaining when detecting that used spatial cache is greater than or equal to preset threshold The browsing record of the picture cached in measurement period;
Determination unit 320, the respective important journey of picture for determining all cachings in the default measurement period Degree;
Cache cleaner unit 330, for the respective important journey of picture according to the caching in the default measurement period Degree and browsing record, determine the picture for needing to delete, and delete the picture for needing to delete from buffer zone.
Further, when the picture of the caching does not include facial image, determination unit 320 is specifically used for: according to The interest point information at family determines the respective significance level of picture of all cachings in the default measurement period.
Further, when the picture of the caching includes facial image, determination unit 320 is specifically used for: according to described The character image that each corresponding browsing record of Target Photo and each Target Photo include in default measurement period, really The significance level of each Target Photo in the fixed default measurement period;The Target Photo is the figure comprising facial image Piece.
Further, it is determined that unit 320 includes:
First statistic unit, for according to the corresponding browsing note of the Target Photo each in the default measurement period Record obtains each corresponding total browsing time of Target Photo and last browsing time;
Second statistic unit, for being gone out according to the facial image in each Target Photo in the default measurement period Existing number determines the corresponding significance level of each facial image;
Picture significance level determination unit, for corresponding according to each facial image in the default measurement period Significance level, each corresponding total browsing time of Target Photo and last browsing time determine the default statistics week The significance level of each Target Photo in phase.
Further, picture significance level determination unit is specifically used for:
Obtain the first weight coefficient of the corresponding significance level of facial image, the second weight coefficient of total browsing time and The third weight coefficient of duration is not used;
According to the last browsing time corresponding with each Target Photo at current time, each Target Photo is calculated Corresponding unused duration;
According to each corresponding unused duration of Target Photo and total browsing time, each facial image Significance level, first weight coefficient, second weight coefficient, the third weight coefficient calculate each target The score value of picture;
According to the score value of each Target Photo, the important of each Target Photo in the default measurement period is determined Degree.
Fig. 4 be another embodiment of the present invention provides a kind of terminal device schematic diagram.As shown in figure 4, the embodiment Terminal device 4 includes: processor 40, memory 41 and is stored in the memory 41 and can transport on the processor 40 Capable computer program 42, such as the control program of terminal device.The processor 40 executes real when the computer program 42 Step in the embodiment of the method for the management caching picture of existing above-mentioned each terminal device, such as S101 shown in FIG. 1 to S103. Alternatively, the processor 40 realizes the function of each unit in above-mentioned each Installation practice, example when executing the computer program 42 310 to 330 function of unit as shown in Figure 3.
Illustratively, the computer program 42 can be divided into one or more units, one or more of Unit is stored in the memory 41, and is executed by the processor 40, to complete the present invention.One or more of lists Member can be the series of computation machine program instruction section that can complete specific function, and the instruction segment is for describing the computer journey Implementation procedure of the sequence 42 in the terminal device 4.For example, the computer program 42 can be divided into acquiring unit, really Order member and cache cleaner unit, each unit concrete function are as described above.
The terminal device may include, but be not limited only to, processor 40, memory 41.Those skilled in the art can manage Solution, Fig. 4 is only the example of terminal device 4, does not constitute the restriction to terminal device 4, may include more or more than illustrating Few component perhaps combines certain components or different components, such as the terminal device can also include that input and output are whole End equipment, network insertion terminal device, bus etc..
Alleged processor 40 can be central processing unit (Central Processing Unit, CPU), can also be Other general processors, digital signal processor (Digital Signal Processor, DSP), specific integrated circuit (Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field- Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor logic, Discrete hardware components etc..General processor can be microprocessor or the processor is also possible to any conventional processor Deng.
The memory 41 can be the internal storage unit of the terminal device 4, such as the hard disk or interior of terminal device 4 It deposits.The memory 41 is also possible to the external storage terminal device of the terminal device 4, such as matches on the terminal device 4 Standby plug-in type hard disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) Card, flash card (Flash Card) etc..Further, the memory 41 can also both include the inside of the terminal device 4 Storage unit also includes external storage terminal device.The memory 41 is for storing the computer program and the terminal Other programs and data needed for equipment.The memory 41, which can be also used for temporarily storing, have been exported or will export Data.
Embodiment described above is merely illustrative of the technical solution of the present invention, rather than its limitations;Although referring to aforementioned reality Applying example, invention is explained in detail, those skilled in the art should understand that: it still can be to aforementioned each Technical solution documented by embodiment is modified or equivalent replacement of some of the technical features;And these are modified Or replacement, the spirit and scope for technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution should all It is included within protection scope of the present invention.

Claims (10)

1. a kind of method of management caching picture characterized by comprising
When detecting that used spatial cache is greater than or equal to preset threshold, the picture cached in default measurement period is obtained Browsing record;
Determine the respective significance level of picture of all cachings in the default measurement period;
According to the respective significance level of picture of the caching in the default measurement period and browsing record, determines and need to delete The picture removed deletes the picture for needing to delete from buffer zone.
2. the method for management caching picture according to claim 1, which is characterized in that when the picture of the caching does not include When facial image, the respective significance level of picture of all cachings in the determination default measurement period, comprising:
The respective important journey of picture of all cachings in the default measurement period is determined according to the interest point information of user Degree.
3. the method for management caching picture according to claim 1, which is characterized in that when the picture of the caching includes people When face image, the respective significance level of picture of all cachings in the determination default measurement period, comprising:
Include according to each corresponding browsing record of Target Photo and each Target Photo in the default measurement period Character image, determine the significance level of each Target Photo in the default measurement period;The Target Photo is packet Picture containing facial image.
4. according to the method described in claim 3, it is characterized in that, described according to each mesh in the default measurement period The character image that the corresponding browsing record of piece of marking on a map and each Target Photo include determines each in the default measurement period The significance level of the Target Photo, comprising:
According to the corresponding browsing record of the Target Photo each in the default measurement period, each Target Photo is obtained Corresponding total browsing time and last browsing time;
According to the number that the facial image in each Target Photo in the default measurement period occurs, determine each described The corresponding significance level of facial image;
It is corresponding according to the corresponding significance level of the facial image each in the default measurement period, each Target Photo Total browsing time and the last browsing time, determine the important journey of each Target Photo in the default measurement period Degree.
5. according to the method described in claim 4, it is characterized in that, described according to each people in the default measurement period The corresponding significance level of face image, each corresponding total browsing time of Target Photo and last browsing time, determine institute State the significance level of each Target Photo in default measurement period, comprising:
It obtains the first weight coefficient of the corresponding significance level of facial image, the second weight coefficient of total browsing time and does not make With the third weight coefficient of duration;
According to the last browsing time corresponding with each Target Photo at current time, it is corresponding to calculate each Target Photo Unused duration;
According to each corresponding unused duration of Target Photo and total browsing time, each facial image it is important Degree, first weight coefficient, second weight coefficient, the third weight coefficient calculate each Target Photo Score value;
According to the score value of each Target Photo, the important journey of each Target Photo in the default measurement period is determined Degree.
6. a kind of terminal device, which is characterized in that the terminal device includes memory, processor and is stored in the storage In device and the computer program that can run on the processor, the processor are realized as follows when executing the computer program Step:
When detecting that used spatial cache is greater than or equal to preset threshold, the picture cached in default measurement period is obtained Browsing record;
Determine the respective significance level of picture of all cachings in the default measurement period;
According to the respective significance level of picture of the caching in the default measurement period and browsing record, determines and need to delete The picture removed deletes the picture for needing to delete from buffer zone.
7. terminal device according to claim 6, which is characterized in that when the picture of the caching does not include facial image When, the respective significance level of picture of all cachings in the determination default measurement period, comprising:
The respective important journey of picture of all cachings in the default measurement period is determined according to the interest point information of user Degree.
8. terminal device according to claim 6, which is characterized in that when the picture of the caching includes facial image, The respective significance level of picture of all cachings in the determination default measurement period, comprising:
Include according to each corresponding browsing record of Target Photo and each Target Photo in the default measurement period Character image, determine the significance level of each Target Photo in the default measurement period;The Target Photo is packet Picture containing facial image.
9. terminal device according to claim 8, which is characterized in that described according to each institute in the default measurement period The character image that the corresponding browsing record of Target Photo and each Target Photo include is stated, is determined in the default measurement period The significance level of each Target Photo, comprising:
According to the corresponding browsing record of the Target Photo each in the default measurement period, each Target Photo is obtained Corresponding total browsing time and last browsing time;
According to the number that the facial image in each Target Photo in the default measurement period occurs, determine each described The corresponding significance level of facial image;
It is corresponding according to the corresponding significance level of the facial image each in the default measurement period, each Target Photo Total browsing time and the last browsing time, determine the important journey of each Target Photo in the default measurement period Degree.
10. a kind of computer readable storage medium, the computer-readable recording medium storage has computer program, and feature exists In when the computer program is executed by processor the step of any one of such as claim 1 to 5 of realization the method.
CN201810675257.5A 2018-06-27 2018-06-27 A kind of method and terminal device of management caching picture Pending CN108959505A (en)

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Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109766462A (en) * 2018-12-27 2019-05-17 山东信通电子股份有限公司 Image file read method, apparatus and system in transmission line of electricity monitoring system
CN110134652A (en) * 2019-05-10 2019-08-16 Oppo广东移动通信有限公司 Recovery method, device, electronic equipment and the storage medium of cache file
CN110400356A (en) * 2019-06-24 2019-11-01 武汉联影医疗科技有限公司 Image texture control method, device, equipment and storage medium
WO2020147448A1 (en) * 2019-01-16 2020-07-23 深圳壹账通智能科技有限公司 Picture cleaning method and apparatus based on data update, and terminal device
CN111723783A (en) * 2020-07-29 2020-09-29 腾讯科技(深圳)有限公司 Content identification method and related device
CN112052110A (en) * 2020-09-02 2020-12-08 广州市百果园信息技术有限公司 Storage method and device
CN112433993A (en) * 2020-11-16 2021-03-02 连邦网络科技服务南通有限公司 Network data processing and analyzing system based on computer
CN112749128A (en) * 2019-10-29 2021-05-04 深圳富泰宏精密工业有限公司 Image deleting and sorting method and electronic device
CN115220663A (en) * 2022-08-01 2022-10-21 大拓(山东)物联网科技有限公司 Single-chip microcomputer picture buffering processing method and device

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105046640A (en) * 2015-05-14 2015-11-11 深圳市美贝壳科技有限公司 Picture memory managing method and apparatus
CN105868353A (en) * 2016-03-29 2016-08-17 努比亚技术有限公司 Photograph clearing method and terminal
CN105893268A (en) * 2016-03-24 2016-08-24 北京小米移动软件有限公司 Cached image processing method and device
CN107577711A (en) * 2017-08-01 2018-01-12 北京奇艺世纪科技有限公司 A kind of method and apparatus of image cache

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2009087330A (en) * 2007-09-11 2009-04-23 Nikon Corp Electronic album providing system and file providing system
CN102033958B (en) * 2010-12-28 2013-04-17 Tcl商用信息科技(惠州)股份有限公司 Photo sort management system and method
CN103412753A (en) * 2013-08-12 2013-11-27 宇龙计算机通信科技(深圳)有限公司 Image deletion method and device
CN106407872A (en) * 2015-07-30 2017-02-15 中兴通讯股份有限公司 Picture processing apparatus and method thereof

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105046640A (en) * 2015-05-14 2015-11-11 深圳市美贝壳科技有限公司 Picture memory managing method and apparatus
CN105893268A (en) * 2016-03-24 2016-08-24 北京小米移动软件有限公司 Cached image processing method and device
CN105868353A (en) * 2016-03-29 2016-08-17 努比亚技术有限公司 Photograph clearing method and terminal
CN107577711A (en) * 2017-08-01 2018-01-12 北京奇艺世纪科技有限公司 A kind of method and apparatus of image cache

Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109766462A (en) * 2018-12-27 2019-05-17 山东信通电子股份有限公司 Image file read method, apparatus and system in transmission line of electricity monitoring system
CN109766462B (en) * 2018-12-27 2020-12-15 山东信通电子股份有限公司 Image file reading method, device and system in power transmission line monitoring system
WO2020147448A1 (en) * 2019-01-16 2020-07-23 深圳壹账通智能科技有限公司 Picture cleaning method and apparatus based on data update, and terminal device
CN110134652A (en) * 2019-05-10 2019-08-16 Oppo广东移动通信有限公司 Recovery method, device, electronic equipment and the storage medium of cache file
CN110400356A (en) * 2019-06-24 2019-11-01 武汉联影医疗科技有限公司 Image texture control method, device, equipment and storage medium
CN112749128A (en) * 2019-10-29 2021-05-04 深圳富泰宏精密工业有限公司 Image deleting and sorting method and electronic device
CN111723783A (en) * 2020-07-29 2020-09-29 腾讯科技(深圳)有限公司 Content identification method and related device
CN111723783B (en) * 2020-07-29 2023-12-08 腾讯科技(深圳)有限公司 Content identification method and related device
CN112052110A (en) * 2020-09-02 2020-12-08 广州市百果园信息技术有限公司 Storage method and device
CN112052110B (en) * 2020-09-02 2024-04-05 广州市百果园信息技术有限公司 Storage method and device
CN112433993A (en) * 2020-11-16 2021-03-02 连邦网络科技服务南通有限公司 Network data processing and analyzing system based on computer
CN112433993B (en) * 2020-11-16 2021-10-01 连邦网络科技服务南通有限公司 Network data processing and analyzing system based on computer
CN115220663A (en) * 2022-08-01 2022-10-21 大拓(山东)物联网科技有限公司 Single-chip microcomputer picture buffering processing method and device

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Application publication date: 20181207