CN110175252A - A kind of method and device that picture is shown - Google Patents
A kind of method and device that picture is shown Download PDFInfo
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- CN110175252A CN110175252A CN201910374135.7A CN201910374135A CN110175252A CN 110175252 A CN110175252 A CN 110175252A CN 201910374135 A CN201910374135 A CN 201910374135A CN 110175252 A CN110175252 A CN 110175252A
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- 238000000034 method Methods 0.000 title claims abstract description 33
- 230000006399 behavior Effects 0.000 claims description 57
- 238000005516 engineering process Methods 0.000 abstract description 9
- 230000000007 visual effect Effects 0.000 abstract description 3
- 230000000875 corresponding effect Effects 0.000 description 44
- 230000008569 process Effects 0.000 description 13
- 238000010586 diagram Methods 0.000 description 11
- 238000012545 processing Methods 0.000 description 7
- 238000004590 computer program Methods 0.000 description 5
- 230000004048 modification Effects 0.000 description 5
- 238000012986 modification Methods 0.000 description 5
- 230000006870 function Effects 0.000 description 4
- 238000004321 preservation Methods 0.000 description 2
- 241000208340 Araliaceae Species 0.000 description 1
- 244000025254 Cannabis sativa Species 0.000 description 1
- 235000005035 Panax pseudoginseng ssp. pseudoginseng Nutrition 0.000 description 1
- 235000003140 Panax quinquefolius Nutrition 0.000 description 1
- 230000009471 action Effects 0.000 description 1
- 230000003321 amplification Effects 0.000 description 1
- 238000013473 artificial intelligence Methods 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/53—Querying
- G06F16/535—Filtering based on additional data, e.g. user or group profiles
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/53—Querying
- G06F16/538—Presentation of query results
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Abstract
The present invention relates to field of computer technology, disclose a kind of method and device that picture is shown, for guaranteeing picture needed for user quickly searches, improve the efficiency that user checks picture, this method are as follows: after determining that user indicates browsing pictures photograph album, behavior determines the picture classification of Target Photo and the Target Photo depending on the user's operation, and the operation behavior based on the user, calculate the association significance level of the Target Photo, according to the display specification of corresponding association significance level setting, show the thumbnail of other pictures under picture classification, in this way, only it needs to be determined that Target Photo, intelligent terminal will be in picture albums, the thumbnail of other pictures under identical picture classification is shown according to corresponding display specification, to save significantly on the picture searching time, promote picture searching efficiency, effectively promote user experience, simultaneously, it is promoted The efficiency of management of system enhances automatic recommendation performance, improves visual effect.
Description
Technical field
The present invention relates to field of computer technology more particularly to a kind of method and devices that picture is shown.
Background technique
Currently, more and more users carry out picture preservation by intelligent terminal with the development of intelligent terminal technology.
Under prior art, on intelligent terminal, picture is saved in the form of the thumbnail of same size, when user requires to look up
Some specific pictures, and when these pictures were not marked label, user can not be searched by search, in this way, can increase
Add and search the time, reduces the efficiency that user checks picture, influence user experience.
For example, user once gos to Guizhou and Sichuan, some scenery with hills and waters pictures are clapped, after some months, user wants once
In picture through shooting, the picture at the several sight spots once visited is searched, then needs to take a long time, for example, user is nearest
The photo for having taken the child of oneself thinks the photo shot before browsing to child, also quickly can not position and find out, again
For example, in financial technology field, when user requires to look up the data that last year is preserved with graphic form, due to picture number
Measure more, user can not quickly search required picture.
Therefore, it is necessary to redesign a kind of method that picture is shown, to overcome drawbacks described above.
Summary of the invention
The embodiment of the present invention provides a kind of method and device that image is shown, for guaranteeing figure needed for user quickly searches
Piece improves the efficiency that user checks picture.
The method that a kind of image provided in an embodiment of the present invention is shown, comprising:
After determining that user indicates browsing pictures photograph album, Target Photo is determined according to the operation behavior of the user；
It determines the picture classification of the Target Photo, and the operation behavior based on the user, calculates the Target Photo
Association significance level；
According to the display specification of the correspondence association significance level setting, other corresponding figures under the picture classification are shown
The thumbnail of piece.
Optionally, Target Photo is determined according to the operation behavior of the user, specifically included:
According to the operation behavior of the user, judges whether user clicks and browsed picture；
If so, user to be clicked to the picture of browsing, it is determined as Target Photo；
Otherwise, the picture that will meet preset condition, is determined as Target Photo.
Optionally, the picture that will meet preset condition, is determined as Target Photo, specifically includes:
The most picture of browsing time in set period of time, will be clicked and be determined as Target Photo；Alternatively,
The picture of shooting time closest to current time is determined as Target Photo.
Optionally, the operation behavior based on the user calculates the association significance level of the Target Photo, specific to wrap
It includes:
It is directed to the other browsing behavior of the picture category based on the user, determines that user is directed to the browsing of the Target Photo
Duration；
Behavior is shot for the other history of each picture category based on the user, determines the corresponding picture of the Target Photo
Picture number ratio of the classification in all picture classifications；
According to the picture classification, the browsing duration of the Target Photo and the corresponding picture number ratio of the Target Photo
Example, calculates the association significance level of the Target Photo.
Optionally, after the thumbnail for showing other corresponding pictures, further comprise:
When determining that user does not click on other any one of pictures of browsing within the set duration, by other pictures
Thumbnail is adjusted to the display specification of default.
A kind of device that picture is shown, comprising:
Determination unit determines mesh according to the operation behavior of the user after determining that user indicates browsing pictures photograph album
It marks on a map piece；
Computing unit is calculated for determining the picture classification of the Target Photo, and the operation behavior based on the user
The association significance level of the Target Photo；
Display unit shows the picture classification for the display specification according to the correspondence association significance level setting
The thumbnail of other lower corresponding pictures.
Optionally, Target Photo is determined according to the operation behavior of the user, the determination unit is specifically used for:
According to the operation behavior of the user, judges whether user clicks and browsed picture；
If so, user to be clicked to the picture of browsing, it is determined as Target Photo；
Otherwise, the picture that will meet preset condition, is determined as Target Photo.
Optionally, the picture that will meet preset condition is determined as Target Photo, and the determination unit is specifically used for:
The most picture of browsing time in set period of time, will be clicked and be determined as Target Photo；Alternatively,
The picture of shooting time closest to current time is determined as Target Photo.
Optionally, the operation behavior based on the user calculates the association significance level of the Target Photo, the calculating
Unit is specifically used for:
It is directed to the other browsing behavior of the picture category based on the user, determines that user is directed to the browsing of the Target Photo
Duration；
Behavior is shot for the other history of each picture category based on the user, determines the corresponding picture of the Target Photo
Picture number ratio of the classification in all picture classifications；
According to the picture classification, the browsing duration of the Target Photo and the corresponding picture number ratio of the Target Photo
Example, calculates the association significance level of the Target Photo.
Optionally, after the thumbnail for showing other corresponding pictures, the display unit is further used for:
When determining that user does not click on other any one of pictures of browsing within the set duration, by other pictures
Thumbnail is adjusted to the display specification of default.
A kind of calculating equipment includes:
Memory, for storing program instruction；
Processor executes any of the above-described for calling the program instruction stored in the memory according to the program of acquisition
The step of item method.
A kind of computer-readable non-volatile memory medium, including computer-readable instruction, when computer is read and is executed
When the computer-readable instruction, so that the step of computer executes any of the above-described method.
In the embodiment of the present invention, after intelligent terminal determines that user indicates browsing pictures photograph album, behavior depending on the user's operation
It determines the picture classification of Target Photo and the Target Photo, and the operation behavior based on user, calculates the Target Photo
It is associated with significance level, and then according to the corresponding display specification of association significance level, shows the breviary of other pictures under picture classification
Figure, in this way, it is only necessary to determine Target Photo, intelligent terminal will show phase according to corresponding display specification in picture albums
With the thumbnail of other pictures under picture classification, to save significantly on the picture searching time, picture searching efficiency is promoted, effectively
User experience is promoted, meanwhile, the efficiency of management of lifting system enhances automatic recommendation performance, improves visual effect.
Detailed description of the invention
To describe the technical solutions in the embodiments of the present invention more clearly, make required in being described below to embodiment
Attached drawing is briefly introduced, it should be apparent that, drawings in the following description are only some embodiments of the invention, for this
For the those of ordinary skill in field, without creative efforts, it can also be obtained according to these attached drawings other
Attached drawing.
Fig. 1 is a kind of detailed process schematic diagram of the property parameters of recordable picture provided in an embodiment of the present invention；
Fig. 2 is a kind of detailed process schematic diagram that picture is shown provided in an embodiment of the present invention；
Fig. 3 is the schematic diagram of the other thumbnail amplification display of identical picture category provided in an embodiment of the present invention；
Fig. 4 is a kind of structural schematic diagram of image display apparatus provided in an embodiment of the present invention；
Fig. 5 is a kind of structural schematic diagram of computer equipment provided in an embodiment of the present invention.
Specific embodiment
To make the objectives, technical solutions, and advantages of the present invention clearer, below in conjunction with attached drawing to the present invention make into
It is described in detail to one step, it is clear that described embodiments are only a part of the embodiments of the present invention, rather than whole implementation
Example.Based on the embodiments of the present invention, obtained by those of ordinary skill in the art without making creative efforts
All other embodiment, shall fall within the protection scope of the present invention.
In the embodiment of the present invention, after user is using intelligent terminal shooting picture, picture can be stored on intelligent terminal
Picture albums in, also, for the picture that has saved, intelligent terminal can record in real time and more according to the practical operation of user
The property parameters of new each picture, comprising: picture classification (e.g., landscape class, figure kind etc.), browsing duration and the picture category
Picture number ratio etc. not in all picture classifications.
As shown in fig.1, according to the practical operation of user, the attribute of recordable picture is joined after intelligent terminal saves picture
Several detailed process (only by taking a picture as an example) is as follows:
Step 100: the picture that intelligent terminal shoots user is classified, and determines the picture classification of picture.
Specifically, after intelligent terminal saves picture captured by user, can be known using image in the embodiment of the present invention
Other technology identifies the picture of preservation, and is classified automatically to the picture after identification, and the picture classification of picture can regard
For one of the property parameters of picture.
Wherein, image recognition technology is a key areas of artificial intelligence, it, which refers to, carries out Object identifying to image, with
Identify the target of various different modes and the technology to picture.For example, image recognition technology may include that landscape identification and face are known
Not, for the face picture of intelligent terminal shooting, intelligent terminal identifies the face in face picture, and by the face
Picture is classified as picture classification A, for intelligent terminal shooting scenery picture, intelligent terminal in scenery picture mountain, water, etc.
Landscape sign is identified, and the scenery picture is classified as picture classification B.
Further, intelligent terminal can more specifically be identified for the face in face picture, by personage according to logical
It crosses recognition of face to go to classify, for example, being divided into one comprising child in picture in the photo of all households of user's shooting
Class, parent's is divided into one kind, then child's picture and parent's picture can be classified as picture classification A1 and picture classification A2 respectively.
Similarly, intelligent terminal can also identify sea, woods, mountain, lake, grass, building in scenery picture, travel for example, going out in user
In the photo of journey shooting, it is divided into one kind comprising sea in picture, the woods are divided into one kind, high mountain is divided into one kind, then can be with
Sea picture, woods picture and high mountain picture are classified as picture classification B1, picture classification B2 and picture classification B3 respectively.
Step 101: intelligent terminal determines that user clicks and has browsed the picture, then records the browsing duration of user.
Specifically, intelligent terminal can click the picture of browsing for user when user opens picture every time, this behaviour is recorded
Browsing duration during work, browsing duration can also be considered as one of property parameters of picture.
Step 102: picture number of the picture classification of picture described in intelligent terminal real-time update in all picture classifications
Ratio.
With the variation for the image content that user saves, the accounting of all kinds of pictures also changes at any time, and each user protects
When depositing new picture, intelligent terminal will recalculate picture number ratio of the every kind of picture type in all picture classifications,
The picture number ratio can also be considered as one of property parameters of picture.
For example, intelligent terminal has stored 100 face pictures, including 60 child's pictures and 40 parent's pictures, it is small
Child's picture is classified as picture classification A1, and parent's picture is classified as picture classification A2, then, picture classification A1 is in all picture classifications
Picture number ratio be 3/5, picture number ratio of the picture classification A2 in all picture classifications is 2/5, and user is present
It gos out tourism with household, shoots and save 50 new parent's pictures, that is, the currently stored 150 face figures of intelligent terminal
Piece, including 60 child's pictures and 90 parent's pictures, then, picture number ratio of the picture classification A1 in picture classification A is more
New is 2/5, and picture number ratio of the picture classification A2 in picture classification A is updated to 3/5.
The above process is the routine maintenance procedure that intelligent terminal is directed to each picture, and in this process, user can be with
Browsing pictures photograph album at any time, then, after user opens picture albums, intelligent terminal can be protected according in this operating process
The property parameters for the picture deposited the thumbnail of picture are presented according to corresponding display specification, specifically refering to Fig. 2 institute to user
Show, in the embodiment of the present invention, it is as follows that intelligent terminal carries out the detailed process that picture is shown:
Step 200: intelligent terminal determines that user indicates browsing pictures photograph album, and picture albums are presented to user.
After picture albums are presented, before user executes any operation, intelligent terminal according to default display specification
The thumbnail of all pictures in picture albums is presented.
Step 201: intelligent terminal behavior depending on the user's operation judges whether user clicks and has browsed picture, if so, holding
Otherwise row step 202 executes step 203.
Specifically, different classes of each picture is presented in photograph album by intelligent terminal, for user in the embodiment of the present invention
When checking, whether user can currently be clicked and browsed picture and judge according to the operation behavior of the user, obtain phase
The judging result answered thens follow the steps 202, if user does not click browsing pictures, executes if user, which clicks, has browsed picture
Step 203.
Step 202: user is clicked the picture of browsing by intelligent terminal, is determined as Target Photo.
Specifically, intelligent terminal determines user during checking photograph album, and click has browsed certain in the embodiment of the present invention
When one picture, then user can be clicked to a certain picture of browsing, be determined as Target Photo.
For example, intelligent terminal determine user during checking photograph album, click browsed belong to it is small in face picture
When the picture P1 of child's picture, picture P1 can be determined as Target Photo.
Step 203: intelligent terminal will meet the picture of preset condition, be determined as Target Photo.
Specifically, intelligent terminal determines that user during checking photograph album, does not click browsing in the embodiment of the present invention
When any picture, then according to preset condition, the picture of preset condition will be met, be determined as Target Photo.
Wherein, preset condition can be click browsing time or shooting time in set period of time, that is, intelligence is eventually
End in set period of time, can will click the most picture of browsing time and be determined as Target Photo, alternatively, shooting time is most connect
The picture of nearly current time is determined as Target Photo.
For example, if above-mentioned set period of time is 12 hours, preset condition is the click browsing time in 12 hours,
Also, user, which clicks, have been browsed picture P1 25 times that belong to child's picture, and click has browsed the picture P2 5 for belonging to sea picture
It is secondary, it clicks and has browsed picture P3 17 times that belong to parent's picture, intelligent terminal determines that the click browsing time of picture P1 is most,
Therefore, intelligent terminal is determined as Target Photo for the most picture P1 for belonging to child's picture of browsing time in 12 hours, is clicked.
Alternatively, preset condition is shooting time, current time is on May 10th, 2018, also, picture P1, picture P2 and picture P3
Shooting time is respectively on May 7th, 2018, on May 9th, 2018, on May 2nd, 2018, and intelligent terminal determines the shooting of picture P2
Time, therefore, the picture P2 for belonging to sea picture was determined as Target Photo by intelligent terminal closest to current time.
Step 204: intelligent terminal determines the picture classification of Target Photo.
After picture being saved due to intelligent terminal, according to the practical operation of user, can record the attribute ginseng of each picture
Number, the property parameters of each picture include: picture classification, browsing duration and the picture classification in current current operating process
Picture number ratio etc. in all picture classifications, therefore, after intelligent terminal determines Target Photo, so that it may direct basis
The corresponding property parameters of each picture determine the picture classification of the Target Photo.
For example, when picture P1 is determined as Target Photo by intelligent terminal, since picture P1 belongs to face picture, face picture
Picture classification A1 has been classified as it, therefore, intelligent terminal determines that the picture classification of Target Photo P1 is A1.
Step 205: operation behavior of the intelligent terminal based on user determines the browsing duration and picture number of the Target Photo
Amount ratio.
Specifically, in the embodiment of the present invention, in the picture for determining the Target Photo according to the property parameters of each picture
After classification, intelligent terminal can be based on the user in current operation process, for the other browsing behavior of the picture category, really
Determine the browsing duration that user is directed to the Target Photo, and, based on the user for the other history shooting of each picture category
Behavior determines picture number ratio of the picture classification in all picture classifications.
For example, intelligent terminal records current behaviour according to this operation of user when the picture classification of Target Photo P1 is A1
It is 30 seconds a length of when the browsing for the picture P4 for belonging to picture classification A1 during making, when belonging to the browsing of the picture P5 of picture classification A1
A length of 25 seconds, belong to when the browsing of the picture P6 of picture classification A1 a length of 8 seconds.Also, intelligent terminal saves 20 child's figures
Piece, 10 parent's pictures, 30 wife's pictures, child's picture are classified as picture classification A1, and parent's picture is classified as picture classification
A2, wife's picture are classified as picture classification A3, then, intelligent terminal is according to the corresponding picture number ratio of the picture classification currently saved
Example, obtaining picture number ratio of the picture classification A1 in picture classification A is 1/3.
Step 206: intelligent terminal calculates the Target Photo according to picture classification, browsing duration and picture number ratio
Association significance level.
Specifically, in the embodiment of the present invention, intelligent terminal can picture classification, the target according to the Target Photo
The corresponding browsing duration of picture and the corresponding picture number ratio of the Target Photo, the association for calculating the Target Photo are important
Degree.
For example, property parameters of the intelligent terminal according to the picture saved in this operating process, determine Target Photo P1's
Picture classification is A1, and when browsing of the picture P4 under picture classification A1 is 30 seconds a length of, and the picture number ratio of picture classification A1 is
When 1/3, then, the corresponding picture classification X1=A1 of picture P4 in this operating process is recorded, picture number ratio X2=1/3 is clear
Duration X3=30 seconds are look at, in turn, intelligent terminal calculates the corresponding association of picture P4 according to the formula Y=f (X1, X2, X3) of setting
Significance level, wherein f is variable function, then, and the corresponding association significance level Y of picture P4P4=f (A1,1/3,30), that is, obtain
The corresponding calculated result of picture P4, and significance level Y will be associated withP4Other pictures under picture classification identical as picture P4 are related
Connection, that is, the corresponding association significance level of other pictures is Y under system recordable picture classification A1P4。
Step 207: the display specification that intelligent terminal is arranged according to association significance level shows the contracting of other corresponding pictures
Sketch map.
Specifically, after intelligent terminal calculates the association significance level of Target Photo, then obtaining target in the embodiment of the present invention
The corresponding calculated result of picture, association significance level is associated with other pictures, in turn, by other under identical picture type
After the thumbnail of picture is adjusted, it is shown in photograph album.
For example, for convenient for user's rapid browsing picture other pictures under the same category can be set to identical aobvious
Show specification.Assuming that the corresponding association significance level Y of picture P4P4=f1 (Xa1)+f2 (Xa2)+f3 (Xa3)+f4 (Xa4), Xa4 be
A1 class picture accounts for the ratio that picture always puts out number, then the corresponding association significance level Y of picture classification A1P4=f1 (Xa1)+f2
(Xa2)+f3 (Xa3)+f4 (Xa4), it is assumed that the corresponding association significance level Y of picture P3P3=f1 (Xb1)+f2 (Xb2)+f3 (Xb3)
+ f4 (Xb4), Xb4 are that A2 class picture accounts for the ratio that picture always puts out number, then the corresponding association significance level Y of picture classification A2P3
=f1 (Xb1)+f2 (Xb2)+f3 (Xb3)+f4 (Xb4), then YP4It can be associated in other pictures of A1 class, YP3A2 class can be associated with
In other pictures.If YP4>YP3, then the thumbnail of other pictures of A1 class can be more prominent than the display specification of A2 class, otherwise also
So；If YP4=YP3, then the thumbnail of other pictures of A1, A2 class shows that specification can be consistent；For those there is presently no by point
The picture classification browsed is hit, the thumbnail of A1, A2 class other pictures browsed can be more prominent than their display specification
It is some.
For example, specifically, the calculated result can be compared with preset association significance level reference value, according to
Comparison result determines display specification, and after zooming in or out to the thumbnail of other each pictures, is shown in photograph album, false
If preset association significance level reference value Y0=1, Y1=4, when calculated association significance level reference value is less than Y0When, it will
The thumbnail of picture reduces 0.5 times on the basis of the display specification of default, when calculated association significance level reference value is big
In Y0And it is less than Y1When, the thumbnail of picture is amplified 2 times on the basis of the display specification of default, when calculated association weight
Degree reference value is wanted to be greater than Y1When, the thumbnail of picture is amplified 4 times on the basis of the display specification of default, if picture P4
Corresponding association significance level YP4=f (A1,1/3,30)=4.5, then by other pictures pair under the identical picture classification of picture P4
The thumbnail answered is enlarged into 4 times of the display specification of default, as shown in fig.3, can incite somebody to action when determination Target Photo is child 2
The thumbnail of other child's pictures under the picture classification A1 of Target Photo child 2 amplifies 4 times, that is, child 1, child 2, child 3
Amplify 4 times with the corresponding thumbnail of child 4.If the corresponding association significance level Y of picture P5P5=f (A1,1/3,7)=
0.3, then the corresponding thumbnail of other pictures under the identical picture classification of picture P5 is reduced into the 0.5 of the display specification of default
Times, in turn, the thumbnail of the picture P5 after the thumbnail of amplified picture P4 and diminution is shown in photograph album.
Step 208: intelligent terminal shows the thumbnail of other pictures according to the display specification of default.
That is, when intelligent terminal determines that user does not click on other any one of pictures of browsing within the set duration, by institute
The thumbnail for stating other pictures is adjusted to the display specification of default.
For example, 30 minutes a length of when setting, the display specification of default for by picture according to 2 centimetres * 2 centimetres of thumbnail
When display, intelligent terminal shows the thumbnail of other pictures under the corresponding picture classification A1 of amplified P4 after photograph album, such as
Fruit determines that user does not click on other pictures under browsing pictures classification A1 in 30 minutes, then by other pictures under picture classification A1
Thumbnail be adjusted to default display specification, that is, by the thumbnail of other pictures under picture classification A1 according to 2 centimetres * 2 centimetres
Display specification be shown in photograph album.
In another example the display specification of default can according to association significance level Y be determined, when user open photograph album with
Afterwards, there is no clicking to open any picture, browsing pictures thumbnail is only arbitrarily slided up and down, then to use in the nearest 1 day time
The picture of the newest shooting in family, can be according to Y after the picture classification for determining Target Photo as Target Photo1=f1 (Xa1)+f2
(Xa2), Y2=f1 (Xb1)+f2 (Xb2), Y3=... it goes to calculate separately the association significance level of Target Photo, and important being associated with
Degree Y is associated with to other similar pictures, and the size for judging the display specification of all kinds of picture defaults, and then Y are removed according to the size of Y
The display specification of corresponding default shows the thumbnail of other each pictures adjusted.
Based on the same inventive concept, as shown in fig.4, in the embodiment of the present invention, a kind of image display apparatus is provided, at least
Including determination unit 401, computing unit 402 and display unit 403, wherein
Determination unit 401 determines after determining that user indicates browsing pictures photograph album according to the operation behavior of the user
Target Photo；
Computing unit 402, for determining the picture classification of the Target Photo, and the operation behavior based on the user,
Calculate the association significance level of the Target Photo；
Display unit 403 shows the picture category for the display specification according to the correspondence association significance level setting
The thumbnail of other not lower corresponding pictures.
Optionally, Target Photo is determined according to the operation behavior of the user, the determination unit 401 is specifically used for:
According to the operation behavior of the user, judges whether user clicks and browsed picture；
If so, user to be clicked to the picture of browsing, it is determined as Target Photo；
Otherwise, the picture that will meet preset condition, is determined as Target Photo.
Optionally, the picture that will meet preset condition is determined as Target Photo, and the determination unit 401 is specifically used for:
The most picture of browsing time in set period of time, will be clicked and be determined as Target Photo；Alternatively,
The picture of shooting time closest to current time is determined as Target Photo.
Optionally, the operation behavior based on the user calculates the association significance level of the Target Photo, the calculating
Unit 402 is specifically used for:
It is directed to the other browsing behavior of the picture category based on the user, determines that user is directed to the browsing of the Target Photo
Duration；
Behavior is shot for the other history of each picture category based on the user, determines the corresponding picture of the Target Photo
Picture number ratio of the classification in all picture classifications；
According to the picture classification, the browsing duration of the Target Photo and the corresponding picture number ratio of the Target Photo
Example, calculates the association significance level of the Target Photo.
Optionally, after the thumbnail for showing other corresponding pictures, the display unit 403 is further used for:
When determining that user does not click on other any one of pictures of browsing within the set duration, by other pictures
Thumbnail is adjusted to the display specification of default.
Based on the same inventive concept, as shown in fig.5, in the embodiment of the present invention, a kind of calculating equipment is provided, is included at least
Memory 501 and processor 502, wherein
Memory 501, for storing program instruction；
Processor 502 determines mesh according to the operation behavior of the user after determining that user indicates browsing pictures photograph album
It marks on a map piece；
It determines the picture classification of the Target Photo, and the operation behavior based on the user, calculates the Target Photo
Association significance level；
According to the display specification of the correspondence association significance level setting, other corresponding figures under the picture classification are shown
The thumbnail of piece.
Optionally, determine that Target Photo, the processor 502 are specifically used for according to the operation behavior of the user:
According to the operation behavior of the user, judges whether user clicks and browsed picture；
If so, user to be clicked to the picture of browsing, it is determined as Target Photo；
Otherwise, the picture that will meet preset condition, is determined as Target Photo.
Optionally, the picture that will meet preset condition is determined as Target Photo, and the processor 502 is specifically used for:
The most picture of browsing time in set period of time, will be clicked and be determined as Target Photo；Alternatively,
The picture of shooting time closest to current time is determined as Target Photo.
Optionally, the operation behavior based on the user calculates the association significance level of the Target Photo, the processing
Device 502 is specifically used for:
It is directed to the other browsing behavior of the picture category based on the user, determines that user is directed to the browsing of the Target Photo
Duration；
Behavior is shot for the other history of each picture category based on the user, determines the corresponding picture of the Target Photo
Picture number ratio of the classification in all picture classifications；
According to the picture classification, the browsing duration of the Target Photo and the corresponding picture number ratio of the Target Photo
Example, calculates the association significance level of the Target Photo.
Optionally, after the thumbnail for showing other corresponding pictures, the processor 502 is further used for:
When determining that user does not click on other any one of pictures of browsing within the set duration, by other pictures
Thumbnail is adjusted to the display specification of default.
Based on the same inventive concept, in the embodiment of the present invention, a kind of computer-readable non-volatile memory medium is provided, is wrapped
It includes: computer-readable instruction, when computer is read and executes the computer-readable instruction, so that computer, which executes, determines use
After family indicates browsing pictures photograph album, Target Photo is determined according to the operation behavior of the user；
It determines the picture classification of the Target Photo, and the operation behavior based on the user, calculates the Target Photo
Association significance level；
According to the display specification of the correspondence association significance level setting, other corresponding figures under the picture classification are shown
The thumbnail of piece.
Based on the above embodiment, in the embodiment of the present invention, firstly, intelligent terminal determines that user indicates browsing pictures photograph album
Afterwards, Target Photo is determined according to the operation behavior of the user, then, it is determined that the picture classification of the Target Photo, and be based on
The operation behavior of the user calculates the association significance level of the Target Photo, finally, according to the correspondence important journey of association
The display specification for spending setting, shows the thumbnail of other corresponding pictures under the picture classification.In this way, when user needs in intelligence
When searching a certain picture in energy terminal, user ransacks in picture albums repeatedly without taking a significant amount of time, it is only necessary to determine
Target Photo, intelligent terminal in picture albums, will calculate the association significance level of the Target Photo, and according to association weight
The corresponding display specification of degree is wanted, the thumbnail of other pictures under identical picture classification is presented, to be greatly saved user's
The picture searching time improves picture searching efficiency, effectively promotion user experience, meanwhile, it also can guarantee intelligent terminal to picture
It is efficiently managed, improves the automatic recommendation performance of system, improve visual effect.
Further, in the embodiment of the present invention, intelligent terminal can behavior depending on the user's operation, judge user whether point
It hits and has browsed picture, so that selection target picture, enhances the automatic management performance of system, guarantees the accuracy of selection result, and
And the browsing duration and picture number ratio of the Target Photo can be determined based on the operation behavior of the user, guarantee system
It unites the property parameters of accurate recording Target Photo, convenient for the smooth realization of follow-up processing flow, the operating rate of lifting system, separately
It outside, is according to picture classification, the corresponding browsing duration of the Target Photo and picture number ratio, to calculate the Target Photo
Association significance level, improve data utilization rate while, it is ensured that the validity of calculated result in turn will be same
The thumbnail of other each pictures is accurately shown in photograph album under picture classification, is browsed convenient for user.
The present invention be referring to according to the method for the embodiment of the present invention, the process of equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that every one stream in flowchart and/or the block diagram can be realized by computer program instructions
The combination of process and/or box in journey and/or box and flowchart and/or the block diagram.It can provide these computer programs
Instruct the processor of general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce
A raw machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute for real
The device for the function of being specified in present one or more flows of the flowchart and/or one or more blocks of the block diagram.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
Enable the manufacture of device, the command device realize in one box of one or more flows of the flowchart and/or block diagram or
The function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or
The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one
The step of function of being specified in a box or multiple boxes.
Although preferred embodiments of the present invention have been described, it is created once a person skilled in the art knows basic
Property concept, then additional changes and modifications may be made to these embodiments.So it includes excellent that the following claims are intended to be interpreted as
It selects embodiment and falls into all change and modification of the scope of the invention.
Obviously, various changes and modifications can be made to the invention without departing from essence of the invention by those skilled in the art
Mind and range.In this way, if these modifications and changes of the present invention belongs to the range of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to include these modifications and variations.
Claims (12)
1. a kind of method that picture is shown characterized by comprising
After determining that user indicates browsing pictures photograph album, Target Photo is determined according to the operation behavior of the user；
It determines the picture classification of the Target Photo, and the operation behavior based on the user, calculates the pass of the Target Photo
Join significance level；
According to the display specification of the correspondence association significance level setting, other corresponding pictures under the picture classification are shown
Thumbnail.
2. the method as described in claim 1, which is characterized in that determine Target Photo according to the operation behavior of the user, have
Body includes:
According to the operation behavior of the user, judges whether user clicks and browsed picture；
If so, user to be clicked to the picture of browsing, it is determined as Target Photo；
Otherwise, the picture that will meet preset condition, is determined as Target Photo.
3. method according to claim 2, which is characterized in that the picture of preset condition will be met, be determined as Target Photo, had
Body includes:
The most picture of browsing time in set period of time, will be clicked and be determined as Target Photo；Alternatively,
The picture of shooting time closest to current time is determined as Target Photo.
4. the method as described in claim 1, which is characterized in that the operation behavior based on the user calculates the target figure
The association significance level of piece, specifically includes:
It is directed to the other browsing behavior of the picture category based on the user, when determining that user is directed to the browsing of the Target Photo
It is long；
Behavior is shot for the other history of each picture category based on the user, determines the corresponding picture classification of the Target Photo
Picture number ratio in all picture classifications；
According to the picture classification, the browsing duration of the Target Photo and the corresponding picture number ratio of the Target Photo,
Calculate the association significance level of the Target Photo.
5. method according to any of claims 1-4, which is characterized in that in the thumbnail for showing other corresponding pictures
Later, further comprise:
When determining that user does not click on other any one of pictures of browsing within the set duration, by the breviary of other pictures
Figure is adjusted to the display specification of default.
6. a kind of device that picture is shown characterized by comprising
Determination unit determines target figure according to the operation behavior of the user after determining that user indicates browsing pictures photograph album
Piece；
Computing unit, for determining the picture classification of the Target Photo, and the operation behavior based on the user, described in calculating
The association significance level of Target Photo；
Display unit shows phase under the picture classification for the display specification according to the correspondence association significance level setting
The thumbnail for other pictures answered.
7. device as claimed in claim 6, which is characterized in that determine Target Photo according to the operation behavior of the user, institute
Determination unit is stated to be specifically used for:
According to the operation behavior of the user, judges whether user clicks and browsed picture；
If so, user to be clicked to the picture of browsing, it is determined as Target Photo；
Otherwise, the picture that will meet preset condition, is determined as Target Photo.
8. device as claimed in claim 7, which is characterized in that the picture of preset condition will be met, is determined as Target Photo, institute
Determination unit is stated to be specifically used for:
The most picture of browsing time in set period of time, will be clicked and be determined as Target Photo；Alternatively,
The picture of shooting time closest to current time is determined as Target Photo.
9. device as claimed in claim 6, which is characterized in that the operation behavior based on the user calculates the target figure
The association significance level of piece, the computing unit are specifically used for:
It is directed to the other browsing behavior of the picture category based on the user, when determining that user is directed to the browsing of the Target Photo
It is long；
Behavior is shot for the other history of each picture category based on the user, determines the corresponding picture classification of the Target Photo
Picture number ratio in all picture classifications；
According to the picture classification, the browsing duration of the Target Photo and the corresponding picture number ratio of the Target Photo,
Calculate the association significance level of the Target Photo.
10. device as claim in any one of claims 6-9, which is characterized in that in the thumbnail for showing other corresponding pictures
Later, the display unit is further used for:
When determining that user does not click on other any one of pictures of browsing within the set duration, by the breviary of other pictures
Figure is adjusted to the display specification of default.
11. a kind of calculating equipment characterized by comprising
Memory, for storing program instruction；
Processor requires 1 to 5 according to the program execution benefit of acquisition for calling the program instruction stored in the memory
Described in any item methods.
12. a kind of computer-readable non-volatile memory medium, which is characterized in that including computer-readable instruction, work as computer
When reading and executing the computer-readable instruction, so that computer executes such as method described in any one of claim 1 to 5.
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| CN201910374135.7A CN110175252A (en) | 2019-05-07 | 2019-05-07 | A kind of method and device that picture is shown |
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| CN111930356A (en) * | 2020-08-19 | 2020-11-13 | 百度(中国)有限公司 | Method and device for determining picture format |
| CN112749715A (en) * | 2019-10-29 | 2021-05-04 | 腾讯科技（深圳）有限公司 | Method, device, equipment and medium for picture classification and picture display |
| CN114297150A (en) * | 2021-11-19 | 2022-04-08 | 北京达佳互联信息技术有限公司 | Media file processing method, device, equipment and storage medium |
| WO2022156312A1 (en) * | 2021-01-22 | 2022-07-28 | 珠海格力电器股份有限公司 | Picture saving method, electronic device, and storage medium |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN112749715A (en) * | 2019-10-29 | 2021-05-04 | 腾讯科技（深圳）有限公司 | Method, device, equipment and medium for picture classification and picture display |
| CN112749715B (en) * | 2019-10-29 | 2023-10-13 | 腾讯科技（深圳）有限公司 | Picture classification and picture display method, device, equipment and medium |
| CN111930356A (en) * | 2020-08-19 | 2020-11-13 | 百度(中国)有限公司 | Method and device for determining picture format |
| CN111930356B (en) * | 2020-08-19 | 2024-03-26 | 百度(中国)有限公司 | Method and device for determining picture format |
| WO2022156312A1 (en) * | 2021-01-22 | 2022-07-28 | 珠海格力电器股份有限公司 | Picture saving method, electronic device, and storage medium |
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