CN109977247A - Image processing method and image processing apparatus - Google Patents
Image processing method and image processing apparatus Download PDFInfo
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- CN109977247A CN109977247A CN201910241580.6A CN201910241580A CN109977247A CN 109977247 A CN109977247 A CN 109977247A CN 201910241580 A CN201910241580 A CN 201910241580A CN 109977247 A CN109977247 A CN 109977247A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30168—Image quality inspection
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Abstract
Present disclose provides a kind of image processing method and device, image processing method includes: acquisition image collection；At least one image group is obtained based on described image set, each image group includes multiple similar images for meeting similarity condition；In response to the display request about described image set, according to the thumbnail for presetting at least partly image in the image display area display described image set of display strategy in the display interface, wherein, the default display strategy includes: the display size that the display size of the thumbnail for the similar image for including is greater than the thumbnail of other images in described image set in addition at least one described image group in described image group.
Description
Technical field
This disclosure relates to a kind of image processing method and image processing apparatus.
Background technique
With the development of image technique, in the work and life of people, need to obtain a large amount of image.Sometimes for guarantor
Quality is demonstrate,proved, people can obtain the similar image of many contents, therefrom select one or more more satisfied image so as to subsequent.
In the prior art, user can delete and selection operation manually, but since the display interface of many electronic equipments is smaller,
Image cannot be judged well in the case where thumbnail, cause selection process relatively complicated.
Summary of the invention
In view of this, present disclose provides a kind of processing methods, comprising: obtain image collection；Based on described image set
At least one image group is obtained, each image group includes multiple similar images for meeting similarity condition；In response to about described
The display of image collection is requested, and shows described image set according to the image display area of display strategy in the display interface is preset
In at least partly image thumbnail, wherein the default display strategy includes: the similar image for including in described image group
The display size of thumbnail be greater than the breviaries of other images in addition at least one described image group in described image set
The display size of figure.
In accordance with an embodiment of the present disclosure, the default display strategy further includes at least one of the following: being belonged to same
The thumbnail arranged adjacent of multiple similar images of image group；Belong to the thumbnail of multiple similar images of the same image group
Display size is identical；The display size of the thumbnail of the similar image is less than or equal to the size of described image display area
Half, so that described image display area can show the thumbnail of at least two similar images simultaneously.
In accordance with an embodiment of the present disclosure, at least one described image group includes the first image group；The default display strategy
Further include: in the case where the number for the similar image that the first image group includes is less than or equal to preset threshold, according to described in
The number of similar image determines the display size of the thumbnail of the similar image, so that described image display area can be simultaneously
The thumbnail for whole similar images that display the first image group includes；In the similar image that the first image group includes
In the case that number is greater than amount threshold, pre-set dimension is set by the display size of the thumbnail of described image, so that described
Image display area can show the thumbnail of the similar image of the preset quantity in the first image group simultaneously.
In accordance with an embodiment of the present disclosure, at least one described image group includes the first image group；The processing method is also wrapped
It includes: according to preset picture quality reference conditions, determining the picture quality for multiple similar images that the first image group includes；
An at least preferred image is selected from the first image group, wherein the picture quality of at least one preferred image is excellent
Other images in the first image group in addition to an at least preferred image；The default display strategy also wraps
Include: for the first image group, the display order of the thumbnail of at least one preferred image is in the first image group
In other images in addition to an at least preferred image thumbnail before；In the breviary of at least one preferred image
The first prompt information is shown in the display area of figure, to prompt user's described image as preferred image.
In accordance with an embodiment of the present disclosure, at least one described image group includes the first image group；The processing method is also wrapped
It includes: determining the clarity for multiple similar images that the first image group includes；If the clarity of image is less than default clarity
Threshold value, using described image as blurred picture；The default display strategy further include: comprising fuzzy in the first image group
In the case where image, the second prompt information is shown in the display area of the thumbnail of the blurred picture, for prompting user
Described image is blurred picture.
In accordance with an embodiment of the present disclosure, at least one described image group includes the first image group；The default display strategy
Further include: delete button is shown in the display area of the thumbnail for multiple similar images that the first image group includes；It is described
Processing method further include: obtain the first operation that user executes in the delete button；Based on first operation, institute is deleted
State the corresponding image of the first operation.
In accordance with an embodiment of the present disclosure, described to be based on described image set to obtain at least one image group including: traversal institute
The all images in image collection are stated, multiple similar images for meeting similarity condition are formed into an image group；Alternatively, traversal
The image of acquisition time within a predetermined period of time in described image set will meet similarity condition in the predetermined amount of time
Multiple similar images form an image group.
In accordance with an embodiment of the present disclosure, the default display strategy further include: include at least one described image group
The thumbnail of the thumbnail of similar image and other images in addition at least one described image group arranges aobvious according to certain sequence
Show；The processing method further include: obtain the second operation that user executes on described image display area；Based on described second
Operation, changes the display location of the thumbnail of the current presentation image on described image display area, and shows position in order
The thumbnail of image before or after the current presentation image；Obtain the third behaviour that user executes on the image
Make；It is operated based on the third, amplification shows that the third operates corresponding image.
The disclosure additionally provides a kind of image processing apparatus, comprising: image collection module, for obtaining image collection；Figure
As group module, for obtaining at least one image group based on described image set, each image group includes to meet similarity condition
Multiple similar images；Display module is being shown in response to the display request about described image set according to display strategy is preset
Show that the image display area on interface shows the thumbnail of at least partly image in described image set, wherein described default
Display strategy include: the thumbnail for the similar image for including in described image group display size be greater than described image set in remove
The display size of the thumbnail of other images other than at least one described image group.
The disclosure additionally provides another image processing apparatus, comprising: one or more processors；Memory, for depositing
Store up one or more programs, wherein when one or more of programs are executed by one or more of processors, so that institute
It states one or more processors and executes method described in any of the above embodiments.
Detailed description of the invention
By referring to the drawings to the description of the embodiment of the present disclosure, the above-mentioned and other purposes of the disclosure, feature and
Advantage will be apparent from, in the accompanying drawings:
Fig. 1 diagrammatically illustrates the application scenarios of the image processing method according to the embodiment of the present disclosure；
Fig. 2 diagrammatically illustrates the flow chart of the image processing method according to the embodiment of the present disclosure；
Fig. 3 diagrammatically illustrates the schematic diagram of the image thumbnails display mode according to the embodiment of the present disclosure；
Fig. 4 diagrammatically illustrates the schematic diagram of the image thumbnails display mode according to the another embodiment of the disclosure；
Fig. 5 diagrammatically illustrates the schematic diagram of the image thumbnails display mode according to disclosure another embodiment；
Fig. 6 diagrammatically illustrates the schematic diagram of the image thumbnails display mode according to disclosure another embodiment；
Fig. 7 diagrammatically illustrates the flow chart of the image processing method according to another embodiment of the disclosure；
Fig. 8 diagrammatically illustrates the flow chart of the image processing method according to the another embodiment of the disclosure；
Fig. 9 diagrammatically illustrates the flow chart of the image processing method according to disclosure another embodiment；
Figure 10 diagrammatically illustrates the block diagram of the image processing apparatus according to the embodiment of the present disclosure；And
Figure 11 diagrammatically illustrates the block diagram of the image processing apparatus according to another embodiment of the disclosure.
Specific embodiment
Hereinafter, will be described with reference to the accompanying drawings embodiment of the disclosure.However, it should be understood that these descriptions are only exemplary
, and it is not intended to limit the scope of the present disclosure.In the following detailed description, to elaborate many specific thin convenient for explaining
Section is to provide the comprehensive understanding to the embodiment of the present disclosure.It may be evident, however, that one or more embodiments are not having these specific thin
It can also be carried out in the case where section.In addition, in the following description, descriptions of well-known structures and technologies are omitted, to avoid
Unnecessarily obscure the concept of the disclosure.
Term as used herein is not intended to limit the disclosure just for the sake of description specific embodiment.It uses herein
The terms "include", "comprise" etc. show the presence of the feature, operation and/or component, but it is not excluded that in the presence of or add
Add other one or more features, operation or component.
There are all terms (including technical and scientific term) as used herein those skilled in the art to be generally understood
Meaning, unless otherwise defined.It should be noted that term used herein should be interpreted that with consistent with the context of this specification
Meaning, without that should be explained with idealization or excessively mechanical mode.
It, in general should be according to this using statement as " at least one in A, B and C etc. " is similar to
Field technical staff is generally understood the meaning of the statement to make an explanation (for example, " device at least one in A, B and C "
Should include but is not limited to individually with A, individually with B, individually with C, with A and B, with A and C, have B and C, and/or
Device etc. with A, B, C).Using statement as " at least one in A, B or C etc. " is similar to, generally come
Saying be generally understood the meaning of the statement according to those skilled in the art to make an explanation (for example, " having in A, B or C at least
One device " should include but is not limited to individually with A, individually with B, individually with C, with A and B, have A and C, have
B and C, and/or the device with A, B, C etc.).
Shown in the drawings of some block diagrams and/or flow chart.It should be understood that some sides in block diagram and/or flow chart
Frame or combinations thereof can be realized by computer program instructions.These computer program instructions can be supplied to general purpose computer,
The processor of special purpose computer or other programmable data processing units, so that these instructions are when executed by this processor can be with
Creation is for realizing function/operation device illustrated in these block diagrams and/or flow chart.The technology of the disclosure can be hard
The form of part and/or software (including firmware, microcode etc.) is realized.In addition, the technology of the disclosure, which can be taken, is stored with finger
The form of computer program product on the computer readable storage medium of order, the computer program product is for instruction execution system
System uses or instruction execution system is combined to use.
Embodiment of the disclosure provides a kind of image processing method, comprising: obtains image collection；Based on described image collection
Conjunction obtains at least one image group, and each image group includes multiple similar images for meeting similarity condition；In response to about institute
The display request for stating image collection shows described image collection according to the image display area of display strategy in the display interface is preset
The thumbnail of at least partly image in conjunction, wherein the default display strategy includes: the similar diagram for including in described image group
The display size of the thumbnail of picture is greater than the contracting of other images in described image set in addition at least one described image group
The display size of sketch map.
The image processing method that the embodiment of the present disclosure provides, the similar photo in image collection can be elected, and will
Similar photo amplifies display relative to other photos, multiple similar photos is made also to be able to use family in the case where thumbnail
See the content in image, user, can be on the display interface of thumbnail without clicking enlarged photograph one by one
The similar photo of row deletes selection operation.
Fig. 1 diagrammatically illustrates the application scenarios of the image processing method according to the embodiment of the present disclosure.It should be noted that
Being only shown in Fig. 1 can be using the example of the image processing method of the embodiment of the present disclosure, to help skilled in the art to understand
The technology contents of the disclosure, but it is not meant to that the embodiment of the present disclosure may not be usable for other devices, environment or scene.
As shown in Figure 1, the image processing method of the embodiment of the present disclosure can be applied to mobile phone 100, for mobile phone 100
Photo in photograph album is handled.
When taking pictures, in order to guarantee photographic quality, user's habit several similar photos of more bats are subsequent to carry out deleting choosing again, but
It is that cannot judge well photo in the case where thumbnail since the display interface of many electronic equipments is smaller, this
It just needs user to put out every photo manually to check, then deletes wherein unsatisfied photo, cause to delete and select process more
It is cumbersome.
The image processing method of the embodiment of the present disclosure can amplify the similar photo in photograph album relative to other photos aobvious
Show, in this way, being also able to use family on the interface of photograph album thumbnail and similar photo being identified and deleted choosing.
It is appreciated that the application scenarios in Fig. 1 are only a kind of examples, which can be used for any with figure
As electronic equipment of display function, such as tablet computer, camera, desktop computer etc..
Fig. 2 diagrammatically illustrates the flow chart of the image processing method according to the embodiment of the present disclosure.
As shown in Fig. 2, the image processing method of the embodiment of the present disclosure includes operation S210~operation S230:
In operation S210, image collection is obtained.
Wherein, image collection for example can be the collection of photographs in photograph album, include multiple pictures in collection of photographs.
In operation S220, at least one image group is obtained based on image collection, each image group includes to meet similarity item
Multiple similar images of part.
Wherein, similarity condition can refer to that the similarity between image is greater than preset similarity threshold.For example, can be with
Image is converted distribution of color histogram by the color characteristic of contrast images, if the phase of the distribution of color histogram of two images
It is greater than preset similarity threshold like degree, then it is assumed that two images meet similarity condition；Alternatively, can be in contrast images
Hold feature, extracts the profile of image, eigenmatrix is obtained according to contour feature, if the similarity of the eigenmatrix of two images is big
In preset similarity threshold, then it is assumed that two images meet similarity condition.Further, it is also possible to based on other features judgement figure
The similarity of picture, such as cryptographic Hash etc..
In accordance with an embodiment of the present disclosure, operation S220 includes operation S221 or operation S222:
In operation S221, all images in image collection are traversed, multiple similar image groups of similarity condition will be met
At an image group.
Wherein, that is, the grouping for carrying out similar photo as the screening range of similar image using all images in gathering will
All similar image collections are into an image group in set.In this case, the sequencing obtained without considering image.
For example, all images in chronological sequence sort are as follows: image A1, image A2, image B, image C, image D1, image
D2, image D3, image E, image F, image G, image H, image A3, image A4.Wherein, image A1, image A2, image A3 and figure
As A4 meets similarity condition, it is judged as similar image, then image A1, image A2, image A3 and image A4 is formed into a figure
As group；Image D1, image D2, image D3 meet similarity condition, are judged as similar image, then by image D1, image D2, image
D3 forms an image group.
In operation S222, the image of acquisition time within a predetermined period of time in image collection is traversed, it will be in predetermined amount of time
Multiple similar images for meeting similarity condition form an image group.
Wherein, similar photo is carried out as the screening range of similar image using the image in the preset time range in gathering
Grouping, the similar image collection in preset time period is entered in image group, preset time period for example can be one
It or one month.
For example, above-mentioned image A1, image A2, image B, image C, image D1, image D2 and image D3 are at the first time
The image obtained in section, first time period for example can be 2018 on August 24,；Image E, image F, image G, image H, image
A3 and image A4 is the image obtained in second time period, and second time period for example can be 2018 on August 25,.When default
Between in the case where Duan Weiyi days, by first time period image A1 and image A2 form an image group, image D1 and image
D2 forms an image group, by the image A3 and image A4 one image group of composition in second time period.
In operation S230, in response to the display request about image collection, in the display interface according to default display strategy
Image display area show image collection at least partly image thumbnail, wherein default display strategy includes: image
The display size of the thumbnail for the similar image for including in group is greater than other in addition at least one image group in image collection
The display size of the thumbnail of image.
Wherein, it can refer to that receive user requests about the opening of photograph album about the display request of image collection.Response
In the request for opening photograph album, the thumbnail of the image in photograph album is shown in the display interface.The less situation of image in photograph album
Under, the thumbnail of all images in photograph album can be shown in initial interface；In the case where amount of images is more, may be only capable of
The thumbnail of a part of image in photograph album is shown in initial interface, wherein initial interface refers to the boundary shown when photograph album is opened
Face.
The display size of the thumbnail for the similar image for including in image group, which is greater than in image collection, removes at least one image
The display size of the thumbnail of other images other than group can refer to: belong to the thumbnail of the similar image in each image group
Greater than the thumbnail of other non-similar images.
Fig. 3 diagrammatically illustrates the schematic diagram of the image thumbnails display mode according to the embodiment of the present disclosure.
As shown in figure 3, image A1, image A2, image A3 and image A4 belong to an image group, image D1, image D2, figure
As D3 belongs to an image group, remaining image in image collection in addition to two image groups (image B, image C, image E and
Image F, image G, image H) then belong to non-similar image.In this way, the thumbnail of image A1, image A2, image A3 and image A4
Display size be greater than the display size of the thumbnail of non-similar image such as image B, image C, image E.Similarly, image D1,
Thumbnail of the display size of the thumbnail of image D2 and image D3 also greater than non-similar images such as image B, image C, image E
Display size.
During the display strategy of embodiment of the present disclosure meaning can be adapted for the display of all images in photograph album, not
It is only applicable to initial interface.For example, as user to the slide of display equipment, on interface can show different images with not
Break and update interface, on any one interface in initial interface and later, display strategy is applicable in.
The display size of the thumbnail of other images can be the display size of the photo thumbnail of electronic equipment default, tool
Body is related with the size of electronic equipment display interface, and particularly, the display size of the thumbnail of other images can be zero.
The display size of the thumbnail of similar image can be according to the quantity and electronic equipment display interface of similar image
Size determine, for example, the display size of the thumbnail of similar image can be the display of the thumbnail of electronic equipment default
The display size of the thumbnail of two times of size or similar image can be a quarter etc. of electronic equipment display interface.
In accordance with an embodiment of the present disclosure, image processing method can elect the similar photo in image collection, and will
Similar photo amplifies display relative to other photos, multiple similar photos is made also to be able to use family in the case where thumbnail
It sees the content in image, makes the user do not need to click enlarged photograph one by one, on the display interface of thumbnail
Carry out similar photo deletes selection operation.
In accordance with an embodiment of the present disclosure, default display strategy further includes at least one of the following:
(1) belong to the thumbnail arranged adjacent of multiple similar images of the same image group；
(2) display size for belonging to the thumbnail of multiple similar images of the same image group is identical；
(3) display size of the thumbnail of similar image is less than or equal to the half of the size of image display area, so that
Image display area can show the thumbnail of at least two similar images simultaneously.
Wherein, belong to the thumbnail arranged adjacent of multiple similar images of the same image group, for example, image A1, image
A2, image A3 and image A4 belong to an image group, then image A1, image A2, image A3 and image A4 arranged adjacent.Even if figure
As A1, image A2, image A3 and image A4 acquisition time may and it is non-conterminous, but still can will belong to an image group
In multiple similar image arranged adjacents.
For the display order of remaining non-similar image, can be sequentially arranged.
For the display order of image group and remaining image, can equally be sequentially arranged.For example, image D1, figure
As the acquisition time of D2, image D3 are continuous, and image C and image E are to obtain before image D1 and after image D3 respectively,
Then during display, the display order of the image group and neighbouring image may is that image C, image D1, image D2, image D3,
Image E.For another example image A1, image A2, the acquisition time of image A3 and image A4 are discontinuous, then it can be with one of figure
It is ranked up subject to the acquisition time of picture with remaining image, such as can be subject to the time by the image finally obtained, then the figure
As group and the display order of neighbouring image may is that image F, image G, image H, image A1, image A2, image A3, image A4.
If display order is in the case where showing according to the sequence of acquisition time from back to front during display, display order is upper
State the reverse-order of sequence, i.e. display order are as follows: image A4, image A3, image A2, image A1, image H, image G, image F.
The display size for belonging to the thumbnail of multiple similar images of the same image group is identical.For example, belonging to same
Image D1, the image D2 of image group are identical with the display size of the thumbnail of image D3.
The display size of the thumbnail of similar image is less than or equal to the half of the size of image display area.For example, aobvious
The size of image display area in display screen be m × n, then the display size maximum of the thumbnail of similar image can be 1/2m ×
1/2n, so that image display area can show the thumbnail of at least two similar images simultaneously.
In accordance with an embodiment of the present disclosure, at least one image group includes the first image group.
Default display strategy further include:
In the case where the number for the similar image that the first image group includes is less than or equal to preset threshold, according to similar image
Number determine similar image thumbnail display size so that image display area can show the first image group packet simultaneously
The thumbnail of the whole similar images contained；
In the case where the number for the similar image that the first image group includes is greater than amount threshold, by the thumbnail of image
Display size is set as pre-set dimension, so that image display area can show the phase of the preset quantity in the first image group simultaneously
Like the thumbnail of image.
Specifically, preset threshold is the maximum quantity for the similar image that can be shown in display area, such as can be 4
, it is therefore an objective to it wants to for multiple images for belonging to same image group being shown in jointly as far as possible on an interface, but simultaneously
Guarantee the clarity of similar image thumbnail again.
As shown in figure 3, if the first image group includes image A1, image A2, image A3 and image A4, the similar image for including
Number be equal to preset threshold 4, then 4 images are shown with the full-size that can be shown in image display area,
Two images can be arranged in the width direction of image display area, can equally be arranged on the length direction of image display area
Column two open image.Remaining adjacent non-similar image can be shown in the remaining space of image display area, if 4 similar diagrams
As just taking whole image display area, then remaining image is not shown.
Fig. 4 diagrammatically illustrates the schematic diagram of the image thumbnails display mode according to the another embodiment of the disclosure.
As shown in figure 4, the number for the similar image for including is small if the first image group includes image D1, image D2, image D3
In preset threshold, then 3 images are shown with the full-size that can be shown in image display area, in image display area
Three images can be arranged on the length direction in domain, and an image is arranged in the width direction of image display area.In image
Remaining several adjacent non-similar image can be shown in the remaining space of display area.
Fig. 5 diagrammatically illustrates the schematic diagram of the image thumbnails display mode according to disclosure another embodiment.
As shown in figure 5, being less than preset threshold if the first image group includes two similar images.In image display area
Two images can be arranged on length direction, an image is arranged in the width direction of image display area, so that similar diagram
The display size of picture reaches maximum value.Remaining can be shown in the remaining space of image display area, and adjacent several are non-similar
Image.
Fig. 6 diagrammatically illustrates the schematic diagram of the image thumbnails display mode according to disclosure another embodiment.
As shown in fig. 6, in the case where the number for the similar image that the first image group includes is greater than amount threshold, by image
The display size of thumbnail be set as pre-set dimension so that image display area can show simultaneously it is pre- in the first image group
If the thumbnail of the similar image of quantity.For example, amount threshold is 4, and the number for the similar image that the first image group includes is
6, then 4 similar images at most can be completely shown on an interface, and pre-set dimension is that image display area shows 4 simultaneously
Size when similar image, the i.e. size of similar image in Fig. 3.It can be shown in the remaining space of image display area
The partial region of remaining similar image.
Fig. 7 diagrammatically illustrates the flow chart of the image processing method according to another embodiment of the disclosure.
As shown in fig. 7, in accordance with an embodiment of the present disclosure, at least one image group includes the first image group.Image processing method
Method further includes operation S240~operation S250:
Multiple similar diagrams that the first image group includes are determined according to preset picture quality reference conditions in operation S240
The picture quality of picture；
In operation S250, an at least preferred image is selected from the first image group, wherein at least preferred image
Picture quality is better than other images in the first image group in addition to an at least preferred image；
Default display strategy further include: for the first image group, the display order of the thumbnail of at least one preferred image
Before the thumbnail of other images in the first image group in addition to an at least preferred image；In at least preferred image
The first prompt information is shown in the display area of thumbnail, to prompt user images as preferred image.
Specifically, picture quality can for example refer to that clarity, shading value, portrait integrity degree of image etc. can be used in commenting
Sentence the reference conditions of picture quality.
For example, the first image group includes image A1, image A2, image A3 and image A4, wherein image A2 is therein excellent
Image is selected, i.e. the picture quality of image A2 is better than image A1, image A3 and image A4, then during display, by image A2's
Display order is preposition, that is, is shown in the front of image A1, image A3 and image A4.And it is possible on the thumbnail of image A2
The preferred label of display, to prompt user images A2 as preferred image, wherein preferred label for example can be asterisk label, check the number
Label, circular mark etc..
In accordance with an embodiment of the present disclosure, all similar images in the first image group can also be arranged according to picture quality
Sequence, and will be shown according to the sequence of quality from high to low.
Fig. 8 diagrammatically illustrates the flow chart of the image processing method according to the another embodiment of the disclosure.
As shown in figure 8, in accordance with an embodiment of the present disclosure, at least one image group includes the first image group.Image processing method
Method further includes operation S260~operation S270:
In operation S260, the clarity for multiple similar images that the first image group includes is determined；
In operation S270, if the clarity of image is less than default clarity threshold, using image as blurred picture；
Default display strategy further include: in the case where in the first image group comprising blurred picture, in the contracting of blurred picture
The second prompt information is shown in the display area of sketch map, is blurred picture for prompting user images.
Specifically, image definition refers to the readability on each thin portion shadow line and its boundary on image, it is believed that image
The more high then picture quality of clarity is better, and the more poor then image of image definition is fuzzyyer.
For example, the first image group include image A1, image A2, image A3 and image A4, wherein the clarity of image A3 compared with
It is low, it is less than default clarity threshold, image A3 is considered as blurred picture.It, can be in the contracting of image A3 in image A3 display
Display reminding marks on sketch map, to prompt user images A3 as blurred picture, wherein cue mark for example can be cross mark
Note, exclamation label etc., or blurred picture is integrally graying.
In accordance with an embodiment of the present disclosure, at least one image group includes the first image group；
Default display strategy further include: shown in the display area of the thumbnail for multiple similar images that the first image group includes
Show delete button.
Processing method further include: obtain the first operation that user executes in delete button；Based on the first operation, the is deleted
The corresponding image of one operation.
Specifically, the virtual key for deleting respective image can be shown on the thumbnail of every similar image, used
Family can click delete button, can delete corresponding similar image, further facilitate user and delete and select similar image.
In disclosure other embodiments, multiple images can also be chosen to be deleted simultaneously, or to open image laggard for point
Row is deleted.
Fig. 9 diagrammatically illustrates the flow chart of the image processing method according to disclosure another embodiment.
As shown in figure 9, in accordance with an embodiment of the present disclosure, presetting display strategy further include: include at least one image group
Similar image thumbnail and other images in addition at least one image group thumbnail according to certain sequence arrange show.
Image processing method further includes operation S280~operation S290:
In operation S280, the second operation that user executes in image display area is obtained；Based on the second operation, change figure
As the display location of the thumbnail of the current presentation image on display area, and in order show be located at current presentation image it
Preceding or image later thumbnail；
In operation S290, the third operation that user executes on the image is obtained；It is operated based on third, amplification display third behaviour
Make corresponding image.
Wherein, the second operation for example can be slide, when user's upward sliding, can show and be located at current display
The image at image rear can show the image being located in front of current display image when user's slide downward.
The embodiment of the present disclosure additionally provides a kind of image processing apparatus 300.
Figure 10 diagrammatically illustrates the block diagram of the image processing apparatus according to the embodiment of the present disclosure.
As shown in Figure 10, the image processing apparatus 300 of the embodiment of the present disclosure includes:
Module 310 is obtained, for obtaining image collection；
Image group module 320, for obtaining at least one image group based on described image set, each image group includes full
Multiple similar images of sufficient similarity condition；
Display module 330, for being shown according to display strategy is preset in response to the display request about described image set
Show that the image display area on interface shows the thumbnail of at least partly image in described image set, wherein described default
Display strategy include: the thumbnail for the similar image for including in described image group display size be greater than described image set in remove
The display size of the thumbnail of other images other than at least one described image group.
Specifically, operations described above S210 can for example be executed by obtaining module 310, and image group module 320 for example may be used
To execute operations described above S220, display module 330 can for example execute operations described above S230, no longer superfluous herein
It states.
It is module according to an embodiment of the present disclosure, submodule, unit, any number of or in which any more in subelement
A at least partly function can be realized in a module.It is single according to the module of the embodiment of the present disclosure, submodule, unit, son
Any one or more in member can be split into multiple modules to realize.According to the module of the embodiment of the present disclosure, submodule,
Any one or more in unit, subelement can at least be implemented partly as hardware circuit, such as field programmable gate
Array (FPGA), programmable logic array (PLA), system on chip, the system on substrate, the system in encapsulation, dedicated integrated electricity
Road (ASIC), or can be by the hardware or firmware for any other rational method for integrate or encapsulate to circuit come real
Show, or with any one in three kinds of software, hardware and firmware implementations or with wherein any several appropriately combined next reality
It is existing.Alternatively, can be at least by part according to one or more of the module of the embodiment of the present disclosure, submodule, unit, subelement
Ground is embodied as computer program module, when the computer program module is run, can execute corresponding function.
For example, any number of may be incorporated in a module in above-mentioned modules and submodule is realized, or
Any one module therein can be split into multiple modules.Alternatively, one or more modules in these modules are at least
Partial function can be combined at least partly function of other modules, and be realized in a module.According to the reality of the disclosure
Example is applied, at least one of above-mentioned modules and submodule can at least be implemented partly as hardware circuit, such as existing
Field programmable gate array (FPGA), programmable logic array (PLA), system on chip, the system on substrate, the system in encapsulation,
Specific integrated circuit (ASIC), or can by circuit carry out the hardware such as any other rational method that is integrated or encapsulating or
Firmware realizes, or with any one in three kinds of software, hardware and firmware implementations or with wherein any several appropriate
Combination is to realize.Alternatively, above-mentioned at least one of modules and submodule can at least be implemented partly as calculating
Machine program module can execute corresponding function when the computer program module is run.
The embodiment of the present disclosure additionally provides another image processing apparatus.
Figure 11 diagrammatically illustrates the block diagram of the image processing apparatus according to another embodiment of the disclosure.
As shown in figure 11, image processing apparatus 400 includes processor 410, computer readable storage medium 420.The image
Processing unit 400 can execute the method according to the embodiment of the present disclosure.
Specifically, processor 410 for example may include general purpose microprocessor, instruction set processor and/or related chip group
And/or special microprocessor (for example, specific integrated circuit (ASIC)), etc..Processor 410 can also include using for caching
The onboard storage device on way.Processor 410 can be the different movements for executing the method flow according to the embodiment of the present disclosure
Single treatment unit either multiple processing units.
Computer readable storage medium 420, such as can be non-volatile computer readable storage medium, specific example
Including but not limited to: magnetic memory apparatus, such as tape or hard disk (HDD)；Light storage device, such as CD (CD-ROM)；Memory, such as
Random access memory (RAM) or flash memory；Etc..
Computer readable storage medium 420 may include computer program 421, which may include generation
Code/computer executable instructions execute processor 410 according to the embodiment of the present disclosure
Method or its any deformation.
Computer program 421 can be configured to have the computer program code for example including computer program module.Example
Such as, in the exemplary embodiment, the code in computer program 421 may include one or more program modules, for example including
421A, module 421B ....It should be noted that the division mode and number of module are not fixation, those skilled in the art can
To be combined according to the actual situation using suitable program module or program module, when these program modules are combined by processor 410
When execution, processor 410 is executed according to the method for the embodiment of the present disclosure or its any deformation.
The disclosure additionally provides a kind of computer readable storage medium, which can be above-mentioned reality
It applies included in equipment/device/system described in example；Be also possible to individualism, and without be incorporated the equipment/device/
In system.Above-mentioned computer readable storage medium carries one or more program, when said one or multiple program quilts
When execution, the method according to the embodiment of the present disclosure is realized.
In accordance with an embodiment of the present disclosure, computer readable storage medium can be non-volatile computer-readable storage medium
Matter, such as can include but is not limited to: portable computer diskette, hard disk, random access storage device (RAM), read-only memory
(ROM), erasable programmable read only memory (EPROM or flash memory), portable compact disc read-only memory (CD-ROM), light
Memory device, magnetic memory device or above-mentioned any appropriate combination.In the disclosure, computer readable storage medium can
With to be any include or the tangible medium of storage program, the program can be commanded execution system, device or device use or
Person is in connection.
Flow chart and block diagram in attached drawing are illustrated according to the system of the various embodiments of the disclosure, method and computer journey
The architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generation
A part of one module, program segment or code of table, a part of above-mentioned module, program segment or code include one or more
Executable instruction for implementing the specified logical function.It should also be noted that in some implementations as replacements, institute in box
The function of mark can also occur in a different order than that indicated in the drawings.For example, two boxes succeedingly indicated are practical
On can be basically executed in parallel, they can also be executed in the opposite order sometimes, and this depends on the function involved.Also it wants
It is noted that the combination of each box in block diagram or flow chart and the box in block diagram or flow chart, can use and execute rule
The dedicated hardware based systems of fixed functions or operations is realized, or can use the group of specialized hardware and computer instruction
It closes to realize.
It will be understood by those skilled in the art that the feature recorded in each embodiment and/or claim of the disclosure can
To carry out multiple combinations and/or combination, even if such combination or combination are not expressly recited in the disclosure.Particularly, exist
In the case where not departing from disclosure spirit or teaching, the feature recorded in each embodiment and/or claim of the disclosure can
To carry out multiple combinations and/or combination.All these combinations and/or combination each fall within the scope of the present disclosure.
Although the disclosure, art technology has shown and described referring to the certain exemplary embodiments of the disclosure
Personnel it should be understood that in the case where the spirit and scope of the present disclosure limited without departing substantially from the following claims and their equivalents,
A variety of changes in form and details can be carried out to the disclosure.Therefore, the scope of the present disclosure should not necessarily be limited by above-described embodiment,
But should be not only determined by appended claims, also it is defined by the equivalent of appended claims.
Claims (10)
1. a kind of image processing method, comprising:
Obtain image collection；
Obtain at least one image group based on described image set, each image group include meet similarity condition multiple are similar
Image；
In response to the display request about described image set, according to the default image display area of display strategy in the display interface
Domain shows the thumbnail of at least partly image in described image set,
Wherein, the default display strategy includes: that the display size of the thumbnail for the similar image for including is big in described image group
The display size of the thumbnail of other images in described image set in addition at least one described image group.
2. processing method according to claim 1, wherein the default display strategy further includes at least one in following
It is a:
Belong to the thumbnail arranged adjacent of multiple similar images of the same image group；
The display size for belonging to the thumbnail of multiple similar images of the same image group is identical；
The display size of the thumbnail of the similar image is less than or equal to the half of the size of described image display area, so that
Described image display area can show the thumbnail of at least two similar images simultaneously.
3. processing method according to claim 1, wherein
At least one described image group includes the first image group；
The default display strategy further include:
In the case where the number for the similar image that the first image group includes is less than or equal to preset threshold, according to described similar
The number of image determines the display size of the thumbnail of the similar image, so that described image display area can be shown simultaneously
The thumbnail for whole similar images that the first image group includes；
In the case where the number for the similar image that the first image group includes is greater than amount threshold, by the breviary of described image
The display size of figure is set as pre-set dimension, so that described image display area can be shown simultaneously in the first image group
The thumbnail of the similar image of preset quantity.
4. processing method according to claim 1, wherein
At least one described image group includes the first image group；
The processing method further include:
According to preset picture quality reference conditions, the image matter for multiple similar images that the first image group includes is determined
Amount；
An at least preferred image is selected from the first image group, wherein the image matter of at least one preferred image
Amount is better than other images in the first image group in addition to an at least preferred image；
The default display strategy further include:
For the first image group, the display order of the thumbnail of at least one preferred image is in the first image group
In other images in addition to an at least preferred image thumbnail before；
The first prompt information is shown in the display area of the thumbnail of at least one preferred image, to prompt described in user
Image is preferred image.
5. processing method according to claim 1, wherein
At least one described image group includes the first image group；
The processing method further include:
Determine the clarity for multiple similar images that the first image group includes；
If the clarity of image is less than default clarity threshold, using described image as blurred picture；
The default display strategy further include:
In the case where including blurred picture in the first image group, in the display area of the thumbnail of the blurred picture
It shows the second prompt information, is blurred picture for prompting user's described image.
6. processing method according to claim 1, wherein
At least one described image group includes the first image group；
The default display strategy further include:
Delete button is shown in the display area of the thumbnail for multiple similar images that the first image group includes；
The processing method further include:
Obtain the first operation that user executes in the delete button；
Based on first operation, the corresponding image of first operation is deleted.
7. processing method according to claim 1, wherein described to obtain at least one image group based on described image set
Include:
The all images in described image set are traversed, multiple similar images for meeting similarity condition are formed into an image
Group；Or
The image of acquisition time within a predetermined period of time in described image set is traversed, it is similar by meeting in the predetermined amount of time
Multiple similar images of degree condition form an image group.
8. processing method according to claim 1, wherein
The default display strategy further include:
The thumbnail for the similar image for including at least one described image group and its in addition at least one described image group
The thumbnail of his image is arranged according to certain sequence and is shown；
The processing method further include:
Obtain the second operation that user executes on described image display area；Based on second operation, change described image
The display location of the thumbnail of current presentation image on display area, and show be located at the current presentation image in order
Before or after image thumbnail；
Obtain the third operation that user executes on the image；It is operated based on the third, amplification shows the third operation
Corresponding image.
9. a kind of image processing apparatus, comprising:
Image collection module, for obtaining image collection；
Image group module, for obtaining at least one image group based on described image set, each image group is similar comprising meeting
Multiple similar images of degree condition；
Display module, in response to the display request about described image set, in the display interface according to default display strategy
Image display area shows the thumbnail of at least partly image in described image set, wherein the default display strategy packet
Include: the display size of the thumbnail for the similar image for including in described image group is greater than in described image set except described at least one
The display size of the thumbnail of other images other than a image group.
10. a kind of image processing apparatus, comprising:
One or more processors；
Memory, for storing one or more programs,
Wherein, when one or more of programs are executed by one or more of processors, so that one or more of
Method described in processor execution according to claim 1~any one of 8.
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