CN108009273A - Method for displaying image, device and computer-readable recording medium - Google Patents

Method for displaying image, device and computer-readable recording medium Download PDF

Info

Publication number
CN108009273A
CN108009273A CN201711376442.6A CN201711376442A CN108009273A CN 108009273 A CN108009273 A CN 108009273A CN 201711376442 A CN201711376442 A CN 201711376442A CN 108009273 A CN108009273 A CN 108009273A
Authority
CN
China
Prior art keywords
image
ball
images
display
target
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201711376442.6A
Other languages
Chinese (zh)
Other versions
CN108009273B (en
Inventor
龙飞
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Xiaomi Mobile Software Co Ltd
Original Assignee
Beijing Xiaomi Mobile Software Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Xiaomi Mobile Software Co Ltd filed Critical Beijing Xiaomi Mobile Software Co Ltd
Priority to CN201711376442.6A priority Critical patent/CN108009273B/en
Publication of CN108009273A publication Critical patent/CN108009273A/en
Application granted granted Critical
Publication of CN108009273B publication Critical patent/CN108009273B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • 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
    • G06F16/54—Browsing; Visualisation therefor
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/10—File systems; File servers
    • G06F16/16—File or folder operations, e.g. details of user interfaces specifically adapted to file systems
    • G06F16/168—Details of user interfaces specifically adapted to file systems, e.g. browsing and visualisation, 2d or 3d GUIs
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
    • G06F3/04815—Interaction with a metaphor-based environment or interaction object displayed as three-dimensional, e.g. changing the user viewpoint with respect to the environment or object

Abstract

The disclosure is directed to a kind of method for displaying image, device and computer-readable recording medium, is related to technical field of information processing, and this method includes：Obtain multiple images；The surface of the image ball includes multiple display locations, and the different images in multiple images are shown on the different display locations in multiple display locations.On the multiple display locations for being shown in image ball and including that can be concentrated due to the different images in multiple images, so, when user is in image browsing, easily entirety can be carried out to multiple images by image ball to browse, more intuitive visual experience is brought for user so that user can find oneself image interested from multiple images faster.And, in user's image browsing, multiple images are browsed by making to realize to image ball exercise, include multiple image tiles in multiple display pages compared in correlation technique, user shows that the page browses multiple images by scroll-up/down, shortens operating distance.

Description

Method for displaying image, device and computer-readable recording medium
Technical field
This disclosure relates to technical field of information processing, more particularly to a kind of method for displaying image, device and computer-readable Storage medium.
Background technology
Currently, the terminal such as smart mobile phone, tablet computer, computer is respectively provided with the function of image display, passes through the figure As display function, terminal can be shown multiple images of storage.Wherein, multiple images of the storage can be in photograph album Multiple images.In correlation technique, when multiple images of terminal-pair storage are shown, terminal can be by multiple figures of storage As in the form of thumbnail, being sequentially displayed according to the sequencing of the time of storage in the image display page.
The content of the invention
Owed for display effect when overcoming the sequencing of the time in correlation technique according to storage to show the thumbnail of image The problem of good, the disclosure provide a kind of method for displaying image, device and computer-readable recording medium.
According to the first aspect of the embodiment of the present disclosure, there is provided a kind of method for displaying image, the described method includes：
Obtain multiple images；
Show image ball, the surface of described image ball includes multiple display locations, the different images in multiple described images It is shown on the different display locations in the multiple display location.
Alternatively, the display image ball, including：
Determine that multiple described images are based on to described more in the display location on the surface of described image ball, the display location The similar image cluster analysis that image carries out is opened to obtain, it is similar between the distance between display location of image and described image Spend negatively correlated；
Based on multiple described images described image ball is shown in the display location on the surface of described image ball.
Alternatively, it is described to determine multiple described images in the display location on the surface of described image ball, including：
The high dimensional feature vector of every image in multiple described images is obtained by neural network model；
Dimension-reduction treatment is carried out to the high dimensional feature vector of every image in multiple described images, is obtained in multiple described images Position coordinates of the every image in low-dimensional coordinate system；
Based on position coordinates of the every image in low-dimensional coordinate system in multiple described images, determine that multiple described images exist The display location on the surface of described image ball.
Alternatively, every image in multiple described images is corresponding with position coordinates in low-dimensional coordinate system；
It is described to determine multiple described images in the display location on the surface of described image ball, including：
Determine the number of positions for multiple display locations that the surface of described image ball includes；
When the number of positions is less than the amount of images of multiple images, based on every image in multiple described images Position coordinates in low-dimensional coordinate system, image and described image ball by quantity in multiple described images for the number of positions Multiple display locations for including of surface on correspond, it is every image in the image of the number of positions in institute to obtain quantity State the display location on the surface of image ball.
Alternatively, it is described based on position coordinates of the every image in low-dimensional coordinate system in multiple described images, by described in Quantity is a pair of for multiple display locations one that the image of the number of positions includes with the surface of described image ball in multiple images Should, including：
Benchmark image is selected from multiple described images, and the benchmark display location on low-dimensional painting canvas is determined as the base The multiple display locations and described image that quasi- image includes on the display location on the surface of described image ball, the low-dimensional painting canvas Multiple display locations on the surface of ball correspond；
Phase between position coordinates based on the benchmark image and the position coordinates of other images in multiple described images To position relationship, the image of quantity of the quantity for remaining display location is selected from multiple described images, and by the low-dimensional Remaining display location is determined as the image of selection in the display location on the surface of described image ball on painting canvas.
Alternatively, the display image ball, including：
Determine the corresponding at least one tag along sort of every image in multiple described images；
Based at least one tag along sort corresponding to every image in multiple described images, described image ball is shown.
Alternatively, it is described based on the corresponding at least one tag along sort of every image in multiple described images, described in display Image ball, including：
Based at least one tag along sort corresponding to every image in multiple described images, multiple target classification marks are determined Sign, each target classification label in the multiple target classification label is corresponding with an at least image；
Multiple images ball is shown based on the multiple target classification label, different target in the multiple target classification label The surface of image display different images ball in described multiple images ball corresponding to tag along sort.
Alternatively, at least one tag along sort corresponding to based on every image in multiple described images, determines more A target classification label, including：
Based at least one tag along sort corresponding to every image in multiple described images, each tag along sort institute is determined The quantity of corresponding image；
Multiple tag along sorts that the quantity of corresponding image is more than to predetermined threshold value are determined as the multiple target classification Label.
Alternatively, after the display image ball, further include：
When detecting the first predetermined registration operation for described image ball, to be not shown in the image on described image ball into Row display.
Alternatively, after the display image ball, further include：
When detecting the preset instructions for target image ball, update the surface of the target image ball include it is multiple The number of positions of display location；
The image shown based on the number of positions of renewal to the surface of the target image ball is updated.
Alternatively, after the display image ball, further include：
When detecting the slide for target image ball, based on the slide, to the target image ball Rotated.
Alternatively, it is described to be based on the slide, the target image ball is rotated, including：
Detect the sliding speed of the slide；
Rotary speed is determined based on the sliding speed, and the target image ball is revolved based on the rotary speed Turn；Alternatively, determining rotation angle based on the sliding speed, and the target image ball is rotated according to the rotation angle.
Alternatively, it is described to be based on the slide, the target image ball is rotated, including：
Detect the glide direction of the slide；
During the slide is kept, the target image ball is rotated according to the glide direction；
At the end of the slide is detected, stop rotating the target image ball.
Alternatively, after the display image ball, further include：
Target image is included presetting within display area the first of current page, the described first default display area is The region outside region for showing described image ball；Alternatively,
Target image is included in the default floating window with default transparency, the center of the default floating window and the figure As the center coincidence of ball, or the center of the default floating window are overlapped with the center of the target image position；Alternatively,
The transparency of target image is arranged to default transparency, and the target image after setting is subjected to suspension and is shown, The size of the target image is more than the size of the image shown at remaining position of described image ball；
Wherein, the target image be positioned at described image ball center position image or user in described image ball The image of upper selection.
Alternatively, after the display image ball, further include：
Obtain the related information of target image；
The related information is included presetting in display area the second of current page.
Alternatively, every image in multiple described images is corresponding with least one tag along sort, the related information bag Include at least one tag along sort corresponding to the target image；
It is described to include the related information after the second of current page presets in display area, further include：
When detecting any classification to being shown at least one tag along sort in the described second default display area During the selection operation of label A, the two level page is jumped to；
Shown in the two level page described in including in multiple described images in corresponding at least one tag along sort The image of tag along sort A.
According to the second aspect of the embodiment of the present disclosure, there is provided a kind of image display device, described device include：
Acquisition module, for obtaining multiple images；
First display module, for showing image ball, the surface of described image ball includes multiple display locations, it is described multiple Different images in image are shown on the different display locations in the multiple display location.
Alternatively, first display module includes：
First determination unit, it is described aobvious for determining multiple described images in the display location on the surface of described image ball Show that position is obtained based on the similar image cluster analysis carried out to multiple described images, the distance between display location of image with Similarity between described image is negatively correlated；
First display unit, described in being shown based on multiple described images in the display location on the surface of described image ball Image ball.
Alternatively, first determination unit includes：
Obtain subelement, for obtained by neural network model the high dimensional feature of every image in multiple described images to Amount；
Subelement is handled, for carrying out dimension-reduction treatment to the high dimensional feature vector of every image in multiple described images, is obtained Position coordinates of the every image in low-dimensional coordinate system into multiple described images；
First determination subelement, sits for the position based on every image in multiple described images in low-dimensional coordinate system Mark, determines multiple described images in the display location on the surface of described image ball.
Alternatively, every image in multiple described images is corresponding with position coordinates in low-dimensional coordinate system；
First determination unit is used for：
Determine the number of positions for multiple display locations that the surface of described image ball includes；
When the number of positions is less than the amount of images of multiple images, based on every image in multiple described images Position coordinates in low-dimensional coordinate system, image and described image ball by quantity in multiple described images for the number of positions Multiple display locations for including of surface correspond, obtain in the image that quantity is the number of positions every image described The display location on the surface of image ball.
Alternatively, first determination unit is used for：
Benchmark image is selected from multiple described images, and the benchmark display location on low-dimensional painting canvas is determined as the base The multiple display locations and described image that quasi- image includes on the display location on the surface of described image ball, the low-dimensional painting canvas Multiple display locations on the surface of ball correspond；
Phase between position coordinates based on the benchmark image and the position coordinates of other images in multiple described images To position relationship, the image of quantity of the quantity for remaining display location is selected from multiple described images, and by the low-dimensional Remaining display location is determined as the image of selection in the display location on the surface of described image ball on painting canvas.
Alternatively, first display module includes：
Second determination unit, for determining at least one tag along sort in multiple described images corresponding to every image；
Second display unit, at least one tag along sort corresponding to based on every image in multiple described images, Show described image ball.
Alternatively, second display unit includes：
Second determination subelement, at least one contingency table corresponding to based on every image in multiple described images Label, determine multiple target classification labels, and each target classification label in the multiple target classification label is corresponding with least one Open image；
Subelement is shown, for showing multiple images ball, the multiple target point based on the multiple target classification label The surface of image display different images ball in described multiple images ball in class label corresponding to different target tag along sort.
Alternatively, second determination subelement is specifically used for：
Based at least one tag along sort corresponding to every image in multiple described images, each tag along sort institute is determined The quantity of corresponding image；
Multiple tag along sorts that the quantity of corresponding image is more than to predetermined threshold value are determined as the multiple target classification Label.
Alternatively, described device further includes：
Second display module, for when detecting the first predetermined registration operation for described image ball, to being not shown in The image stated on image ball is shown.
Alternatively, described device further includes：
Update module, for when detecting the preset instructions for target image ball, updating the target image ball The number of positions for multiple display locations that surface includes；
The update module is additionally operable to the image shown based on the number of positions of renewal to the surface of the target image ball It is updated.
Alternatively, described device further includes：
Rotary module, for when detecting the slide for target image ball, based on the slide, to institute Target image ball is stated to be rotated.
Alternatively, the rotary module includes：
First detection unit, for detecting the sliding speed of the slide；
First rotary unit, for determining rotary speed based on the sliding speed, and based on the rotary speed to institute Target image ball is stated to be rotated；Alternatively, second determination unit is used to determine rotation angle based on the sliding speed, and The target image ball is rotated according to the rotation angle.
Alternatively, the rotary module includes：
Second detection unit, for detecting the glide direction of the slide；
Second rotary unit, during being kept in the slide, according to described in glide direction rotation Target image ball；
Stop element, at the end of the slide is detected, to stop rotating the target image ball.
Alternatively, described device further includes：
3rd display module, for target image to be included presetting in display area the first of current page, described the One default display area is the region outside the region for showing described image ball；Alternatively,
3rd display module, it is described for including target image in the default floating window with default transparency The center of default floating window and the center of described image ball overlap, or the center of the default floating window and the target image institute Overlapped at the center of position；Alternatively,
3rd display module, for the transparency of target image to be arranged to default transparency, and by after setting Target image carries out suspension and shows, the size of the target image is more than the image shown at remaining position of described image ball Size；
Wherein, the target image be positioned at described image ball center position image or user in described image ball The image of upper selection.
Alternatively, described device further includes：
The acquisition module, for obtaining the related information of target image；
4th display module, for including presetting in display area the related information the second of current page.
Alternatively, every image in multiple described images is corresponding with least one tag along sort, the related information bag Include at least one tag along sort corresponding to the target image；
Described device further includes：
Jump module, for working as at least one tag along sort detected to being shown in the described second default display area In any tag along sort A selection operation when, jump to the two level page；
5th display module, for showing corresponding at least one classification in multiple described images in the two level page Include the image of the tag along sort A in label.
According to the third aspect of the embodiment of the present disclosure, there is provided a kind of image display device, described device include：
Processor；
For storing the memory of processor-executable instruction；
Wherein, the processor is configured as the step of any one method described in above-mentioned first aspect.
According to the fourth aspect of the embodiment of the present disclosure, there is provided a kind of computer-readable recording medium, it is described computer-readable Instruction is stored with storage medium, any one method described in above-mentioned first aspect is realized when described instruction is executed by processor Step.
According to a fifth aspect of the embodiments of the present disclosure, there is provided a kind of computer program product, when it runs on computers When so that computer performs the step of any one method described in above-mentioned first aspect.
The technical scheme provided by this disclosed embodiment can include the following benefits：Obtain multiple images, display figure As ball, the surface of the image ball includes multiple display locations, and the different images in multiple images are shown in multiple display locations Different display locations on.The multiple displays for being shown in image ball and including that can be concentrated due to the different images in multiple images On position, in this way, when user is in image browsing, in that context it may be convenient to entirety is carried out to multiple images by image ball and is browsed, More intuitive visual experience is brought for user so that it is interested that user can find oneself from multiple images faster Image.Also, due to multiple images can with centralized displaying on the surface of image ball, in user's image browsing, lead to Cross and image ball exercise is made to realize and browse multiple images, include multiple image tiles compared in correlation technique In multiple display pages, user shows that the page browses multiple images by scroll-up/down, shortens operating distance.
It should be appreciated that the general description and following detailed description of the above are only exemplary and explanatory, not The disclosure can be limited.
Brief description of the drawings
Attached drawing herein is merged in specification and forms the part of this specification, shows the implementation for meeting the present invention Example, and for explaining the principle of the present invention together with specification.
Fig. 1 is a kind of flow chart of method for displaying image according to an exemplary embodiment.
Fig. 2A is a kind of flow chart of method for displaying image according to an exemplary embodiment.
Fig. 2 B are a kind of position coordinateses based on every image that the embodiment of the present disclosure provides by present count in multiple images Schematic diagram in the image projection of amount to square painting canvas.
Fig. 2 C are a kind of schematic diagrames of image display interfaces shown in the embodiment of the present disclosure.
Fig. 3 is a kind of flow chart of method for displaying image according to an exemplary embodiment.
Fig. 4 A are a kind of block diagrams of image display device according to an exemplary embodiment.
Fig. 4 B are a kind of block diagrams of first display module according to an exemplary embodiment.
Fig. 4 C are the block diagrams of the first display module of another kind according to an exemplary embodiment.
Fig. 5 is a kind of block diagram of image display device according to an exemplary embodiment.
Embodiment
To make the purpose, technical scheme and advantage of the disclosure clearer, below in conjunction with attached drawing to disclosure embodiment party Formula is described in further detail.
Before detailed explanation is carried out to the embodiment of the present disclosure, the application scenarios that are first related to the embodiment of the present disclosure Introduced.
Currently, the terminal such as smart mobile phone, tablet computer, computer is widely used in daily life, user It may browse through the various images shown in terminal.Wherein, photograph album or picture library application can be installed in terminal, pass through the photograph album Or picture library application, terminal can show multiple images of storage.Alternatively, terminal can show net by the browser of installation Page, and multiple images are shown in the webpage currently shown.The method for displaying image that the embodiment of the present disclosure provides can be applied In above-mentioned scene, to be shown to multiple images in multiple images stored in terminal or the webpage currently shown Show.
It should be noted that when showing multiple images in the webpage currently shown, this public affairs can be performed by server Open in embodiment and cluster analysis is carried out to multiple images, and determine multiple images in image ball surface based on cluster analysis result Display location, or classify to every image in multiple images, to determine the corresponding at least one contingency table of every image The step of label, afterwards, by server by multiple images every image in the display location of image ball surface or multiple images Corresponding at least one tag along sort is sent can be according to display of multiple images on the surface of image ball to terminal, terminal At least one tag along sort of the position either corresponding to every image shows this in the webpage currently shown by image ball Multiple images.Certainly, the action performed by above-mentioned server can also be completed by terminal, that is to say, be completed alone by terminal Cluster analysis or classification to multiple images, show multiple figures that the webpage currently shown includes by image ball afterwards Picture.In follow-up embodiment, by mainly using terminal as the method for displaying image that executive agent provides the embodiment of the present disclosure into Row is introduced.
In addition, above-mentioned is only two kinds of exemplary application scenarios that the embodiment of the present disclosure provides, in practical applications, may Also there are other scenes shown to multiple images, the method for displaying image that the embodiment of the present disclosure provides obviously can also answer For other scenes shown to multiple images, the embodiment of the present disclosure is not specifically limited this.
Next the method for displaying image provided the embodiment of the present disclosure is introduced.
Fig. 1 is a kind of flow chart of method for displaying image according to an exemplary embodiment, as shown in Figure 1, the party Method can be used in terminal, comprise the following steps：
In a step 101, multiple images are obtained.
In a step 102, image ball is shown, the surface of the image ball includes multiple display locations, in multiple images not With image display on the different display locations in multiple display locations.
In the embodiments of the present disclosure, terminal can obtain multiple images, show image ball, the surface of the image ball is including more A display location, the different images in multiple images are shown on the different display locations in multiple display locations.Due to multiple What the different images in image can be concentrated is shown on multiple display locations that image ball includes, in this way, when user is browsing During image, in that context it may be convenient to carry out entirety to multiple images by image ball and browse, more intuitive vision is brought for user Experience so that user can find oneself image interested from multiple images faster.Also, due to multiple figures As can be with centralized displaying on the surface of image ball, therefore, in user's image browsing, by making to realize to image ball exercise Multiple images are browsed, are included multiple image tiles in multiple display pages compared in correlation technique, user passes through Scroll-up/down shows that the page browses multiple images, shortens operating distance.
In the embodiments of the present disclosure, after image ball is shown, terminal can be by way of following plurality of optional come real Now interacted with user.
Alternatively, after showing image ball, further include：
When detecting the first predetermined registration operation for image ball, the image being not shown on image ball is shown.
Alternatively, after showing image ball, further include：
When detecting the preset instructions for target image ball, multiple displays that the surface of target image ball includes are updated The number of positions of position, preset instructions are triggered by the second predetermined registration operation or preset instructions are phonetic order, the target image ball It can be any image ball；
The image shown based on the number of positions of renewal to the surface of target image ball is updated.
Alternatively, after showing image ball, further include：
When detecting the slide for target image ball, based on slide, target image ball is rotated, The target image ball can be any image ball.
Alternatively, based on slide, target image ball is rotated, including：
Detect the sliding speed of slide；
Rotary speed is determined based on sliding speed, and target image ball is rotated based on rotary speed；Alternatively, it is based on Sliding speed determines rotation angle, and according to rotation angle rolling target image ball.
Alternatively, based on slide, target image ball is rotated, including：
Detect the glide direction of slide；
During slide is kept, according to glide direction rolling target image ball；
At the end of slide is detected, stop rotating target image ball.
Alternatively, after showing image ball, further include：
Target image is included presetting within display area the first of current page, the first default display area be for Show the region outside the region of image ball；Alternatively,
Target image is included in the default floating window with default transparency, in the center and image ball of presetting floating window Heart position overlaps, or the center of the default floating window is overlapped with the center of the target image position；Alternatively,
The transparency of target image is arranged to default transparency, and the target image after setting is subjected to suspension and is shown, The size of target image is more than the size of the image shown at remaining position of image ball；
Wherein, the figure that target image is the image of the center position positioned at image ball or user selects on image ball Picture.
Alternatively, after showing image ball, further include：
Obtain the related information of target image；
Related information is included presetting in display area the second of current page.
Alternatively, every image in multiple images is corresponding with least one tag along sort, and related information includes target figure As corresponding at least one tag along sort；
Related information is included after the second of current page presets in display area, is further included：
When detecting any tag along sort A to being shown at least one tag along sort in the second default display area Selection operation when, jump to the two level page；
The figure for including tag along sort A in multiple images in corresponding at least one tag along sort is shown in the two level page Picture.
Alternatively, image ball is shown, including：
Determine that multiple images are similar based on being carried out to multiple images in the display location on the surface of image ball, display location Image clustering is analyzed to obtain, and the similarity between the distance between display location of image and image is negatively correlated；
Based on multiple images image ball is shown in the display location on the surface of image ball.
Optionally it is determined that multiple images are in the display location on the surface of image ball, including：
The high dimensional feature vector of every image in multiple images is obtained by neural network model；
Dimension-reduction treatment is carried out to the high dimensional feature vector of every image in multiple images, obtains every image in multiple images Position coordinates in low-dimensional coordinate system；
Based on position coordinates of the every image in low-dimensional coordinate system in multiple images, determine multiple images in image ball The display location on surface.
Alternatively, every image in multiple images is corresponding with position coordinates in low-dimensional coordinate system；
Multiple images are determined in the display location on the surface of image ball, including：
Determine the number of positions for multiple display locations that the surface of image ball includes；
When number of positions is less than the amount of images of multiple images, based on every image in multiple images in low-dimensional coordinate system In position coordinates, multiple display locations that quantity in multiple images is included for the surface of image and the image ball of number of positions Correspond, obtain quantity be number of positions image in every image in the display location on the surface of image ball.
Alternatively, based on position coordinates of the every image in low-dimensional coordinate system in multiple images, by number in multiple images Multiple display locations that measure includes for the image of number of positions with the surface of image ball correspond, including：
Benchmark image is selected from multiple images, and the benchmark display location on low-dimensional painting canvas is determined as benchmark image and is existed The display location on the surface of image ball, multiple display positions of the multiple display locations included on low-dimensional painting canvas and the surface of image ball Put one-to-one corresponding；
Relative position between position coordinates based on other images in the position coordinates of benchmark image and multiple images is closed System, selects image of the quantity for the quantity of remaining display location from multiple images, and by remaining display on low-dimensional painting canvas Location determination is the image of selection in the display location on the surface of image ball.
Alternatively, image ball is shown, including：
Determine at least one tag along sort corresponding to every image in multiple images；
Based at least one tag along sort corresponding to every image in multiple images, image ball is shown.
Alternatively, based on every image in multiple images corresponding at least one tag along sort, show image ball, bag Include：
Based at least one tag along sort corresponding to every image in multiple images, multiple target classification labels are determined, Each target classification label in multiple target classification labels is corresponding with an at least image；
Multiple images ball is shown based on multiple target classification labels, different target tag along sort in multiple target classification labels The surface of corresponding image display different images ball in multiple images ball.
Alternatively, based on every image in multiple images corresponding at least one tag along sort, determine multiple targets point Class label, including：
Based at least one tag along sort corresponding to every image in multiple images, determine corresponding to each tag along sort Image quantity；
Multiple tag along sorts that the quantity of corresponding image is more than to predetermined threshold value are determined as multiple target classification labels.
Above-mentioned all optional technical solutions, can form the alternative embodiment of the disclosure according to any combination, and the disclosure is real Example is applied no longer to repeat this one by one.
In the embodiments of the present disclosure, terminal can show image ball based on the result analyzed multiple image clusterings, Image ball can be shown based on the result to multiple image classifications.Wherein, multiple images are carried out with cluster analysis or to more Opening the operation that image is classified can both be performed by terminal, can also be performed by server, in the embodiments of the present disclosure, It will be explained by executive agent of terminal.Next Fig. 2A -2C will be combined to above-mentioned first way, namely be based on The method of image ball, which is introduced, to be shown to the result of multiple image clusterings analysis.
Fig. 2A is a kind of flow chart of method for displaying image according to an exemplary embodiment, as shown in Figure 2 A, should Method can be applied in terminal, and this method may comprise steps of：
In step 201, multiple images are obtained.
In the embodiments of the present disclosure, which can be the image that is stored in terminal or terminal is currently shown Multiple images included in the webpage shown.
Wherein, terminal can be used for the image for showing storage in the picture library application either photograph album application etc. for detecting installation Application when starting, obtain multiple images for storing in terminal.Alternatively, terminal can detect the net currently shown of acquisition When page includes multiple images, multiple images are obtained.
Alternatively, can also be obtained for multiple images of storage, terminal in any time before showing multiple images Multiple images are taken, and multiple images are analyzed by step 202.
In step 202, similar image cluster analysis is carried out to multiple images, obtains cluster analysis result.
After multiple images are got, terminal can carry out similar image cluster analysis to multiple images, be clustered Analysis result.
Wherein, terminal can obtain the high dimensional feature vector of every image in multiple images by neural network model, and The high dimensional feature vector of acquisition is determined as cluster analysis result.
Wherein, can be using image A as neural network model for any image A in multiple images, terminal Input.In general, neural network model includes convolutional layer and full articulamentum, wherein, the number of full articulamentum generally can be three It is a, and three full articulamentums can be as last three layers of the neural network model.The volume included by the neural network model Lamination and full articulamentum, can carry out feature extraction to image A.Terminal can obtain the second from the bottom of the neural network model The output valve of whole neurons of the full articulamentum of layer, and these output valves are cascaded up to be formed the high dimensional feature of image A to Amount.Wherein, the dimension of high dimensional feature vector can be in 512 dimensions between 4096 dimensions.In addition, in the embodiments of the present disclosure, should Neural network model can be CNN (Convolutional Neural Network, convolutional neural networks) model, for example, should Neural network model can be ImageNet models, AlexNet models etc..
It should be noted that above-mentioned is only a kind of exemplary cluster analysis mode that the embodiment of the present disclosure provides, it is optional Ground, in the embodiments of the present disclosure, terminal can also extract the feature vector of every image, and according to the feature of every image, lead to Cross K mean algorithms to multiple images carry out cluster analysis, so that it is determined that in multiple images the feature vector of every image with Position between cluster centre, and be cluster by the location determination between the feature vector of every definite image and cluster centre Analysis result.
In addition, terminal can also cluster multiple images by other clustering algorithms, obtain cluster analysis knot Fruit, the embodiment of the present disclosure are not defined specific clustering algorithm herein.
In step 203, based on cluster analysis result, determine multiple images in the display location on the surface of image ball.
In the embodiments of the present disclosure, after cluster analysis result is got, terminal can be come according to cluster analysis result Multiple images are determined in the display location on the surface of image ball, wherein, since cluster analysis result can be with phenogram picture to each other Similarity degree, therefore, terminal can determine multiple images in image ball according to the similarity degree of multiple images to each other The display location on surface, wherein, for any two images, this two images are nearer in the display location on the surface of image ball, Then show that the similarity degree between this two images is higher, i.e. the distance between display location of image and the similarity of image It is negatively correlated.
Based on it is described above understand, cluster analysis result can be neural network model output image high dimensional feature to Amount, based on this, after the high dimensional feature vector of every image is got in multiple images, terminal can be to every in multiple images The high dimensional feature vector for opening image carries out dimension-reduction treatment, obtains position of the every image in low-dimensional coordinate system in multiple images and sits Mark, the distance between any two images are used to indicate the similarity between two images in multiple images；Afterwards, terminal can be with Based on position coordinates of the every image in low-dimensional coordinate system in multiple images, determine multiple images in the aobvious of the surface of image ball Show position.
Wherein, for any image A in multiple images, the height that terminal can be by Principal Component Analysis to image A Dimensional feature vector carries out dimension-reduction treatment, so as to obtain the feature vector of low-dimensional, and exists using the low-dimensional feature vector as image A Position coordinates in low-dimensional coordinate system.Wherein, the dimension of the feature vector of low-dimensional can be two dimension, or three-dimensional.For example, When the dimension of the feature vector of low-dimensional is two dimension, it is assumed that this feature vector is [x, y], at this time, then can be using x as the image Abscissas of the A in two-dimensional coordinate system, using ordinates of the y as image A in two-dimensional coordinate system.Similarly, as the spy of low-dimensional , then can be using position coordinates of this feature vector as image A in three-dimensional system of coordinate when the dimension of sign vector is three-dimensional.
It should be noted that the low-dimensional coordinate system can be the arbitrary system under low-dimensional, it that is to say, it is assumed that the low-dimensional is sat Mark system is two-dimensional coordinate system, then, which can be the two-dimensional coordinate system established under two dimension using arbitrary point by origin, but It is, it is notable that the position coordinates of the every image determined by the above method is under same low-dimensional coordinate system Coordinate.
After determining to obtain the position coordinates of every image in multiple images under low-dimensional coordinate system by the above method, Terminal can determine display of multiple images in image ball surface based on position coordinates of the every image in low-dimensional coordinate system Position.Wherein, since the position coordinates is that the high dimensional feature vector of the image is analyzed to obtain using Principal Component Analysis, Therefore, the distance between any two images can serve to indicate that similarity between two images in multiple images.Also It is to say, the position coordinateses of two images is closer to then illustrating that the similarity of this two images is bigger.
Alternatively, in the embodiments of the present disclosure, when got by neural network model the high dimensional feature of every image to After amount, terminal can also obtain and store the tag along sort of every image of the output layer output of neural network model, wherein, The output layer is usually last full articulamentum, and every image can be corresponding with least one tag along sort.
After terminal determines the position coordinates of every image in multiple images in low-dimensional coordinate system, terminal can be based on Position coordinates of the every image in low-dimensional coordinate system determines every image in the display position of image ball surface in multiple images Put.
Wherein, terminal determines multiple images based on position coordinates of the every image in low-dimensional coordinate system in multiple images Operation in the display location on the surface of image ball can be：Determine the position for multiple display locations that the surface of image ball includes Quantity；When number of positions is less than the amount of images of multiple images, based on every image in multiple images in low-dimensional coordinate system Position coordinates, multiple display locations one that quantity in multiple images is included for the surface of image and the image ball of number of positions One correspond to so that obtain quantity be number of positions image in every image in the display location on the surface of image ball.
In the embodiments of the present disclosure, the number of positions of the display location on the surface of image ball can be fixed, that is, Say, the quantity for the image that can be shown on the surface of image ball is fixed.Alternatively, the display location on the surface of image ball Number of positions can also be definite in real time, that is to say, terminal can determine the quantity of the image shown on image ball in real time.
When number of positions is fixed, terminal can obtain the number of positions of image ball, which can be default Number of positions, that is to say, terminal can determine to be most suitable for the aobvious of the image that user browses previously according to the size of image ball size Show size, so that the quantity for the image for determining to show on image ball according to the display size of image, namely image ball surface Number of positions, in this way, the size that the image shown on the surface of the image ball can be browsed with being most suitable for user is shown, More preferable visual experience can be brought to user.
When number of positions is to determine in real time, terminal can determine figure according to the picture display size of user's current setting As the number of positions of the display location on the surface of ball, alternatively, terminal can determine image display according to the gesture operation of user Size, so that it is determined that the number of positions of the display location of image ball surface.
After the number of positions of display location of image ball surface is determined, since the number of positions is possibly less than multiple figures The amount of images of picture, that is to say, the surface of image ball may not disposably be shown multiple images, whole based on this End can select a part of image to be shown from multiple images.In practical applications, terminal may determine that multiple images Quantity whether be more than number of positions, when the quantity of multiple images is more than number of positions, terminal can be based on every image Position coordinates in low-dimensional coordinate system, selects benchmark image from multiple images, and the benchmark in low-dimensional painting canvas is shown position Put and be determined as the benchmark image in the display location of image ball surface.Wherein, the dimension of the low-dimensional painting canvas and low-dimensional coordinate system Dimension is equal, and multiple display locations one of the multiple display locations included on the low-dimensional painting canvas and the surface of image ball are a pair of Should.Afterwards, the position coordinates and the phase before the position coordinates of other images in multiple images that terminal can be based on benchmark image To position relationship, image of the quantity for the quantity of remaining display location is selected from multiple images, and will be remained on low-dimensional painting canvas Remaining display location is determined as the image of selection in the display location on the surface of image ball.
Wherein, the distribution feelings that terminal can be according to the position coordinates of every image in multiple images in low-dimensional coordinate system Condition, selects a benchmark image from multiple images, which can be the distribution positioned at multiple images In one image or multiple images at center abscissa and/or an image of ordinate minimum or should Abscissa and/or an image of ordinate maximum in multiple images, that is to say, that the benchmark image can be multiple images Distribution in be located at high order end or low order end or an image of uppermost edge or lowermost edge.Certainly, the benchmark image Can also be any image in multiple images.
After selection obtains benchmark image, terminal can be using the benchmark image as first figure in low-dimensional painting canvas Picture, and the benchmark image is projected on the benchmark display location of low-dimensional painting canvas, at this time, which is actually The benchmark image is in the display location of image ball surface.Afterwards, terminal can be according to every image in multiple remaining images The order of the distance between position coordinates of position coordinates and the benchmark image from small to large, selects from multiple remaining images Image, and the size by the image of selection according to the distance with the benchmark image, project to low where the benchmark image successively Tie up in painting canvas, so as to obtain the low-dimensional painting canvas for including the image that quantity is number of positions.Wherein, it is positional number to include quantity Each position correspondence in the low-dimensional painting canvas of the image of amount a display location on the surface of image ball, that is to say, that figure As the surface of ball is by being handled to obtain the low-dimensional painting canvas, and the low-dimensional painting canvas is actually the table of image ball Expanded form of the face in low-dimensional coordinate system.
Alternatively, when the quantity of multiple images is not more than the number of positions of the display location on the surface of image ball, terminal Multiple images can then be projected one by one based on position coordinates of the every image in low-dimensional coordinate system in multiple images On multiple display locations on the surface of image ball.Wherein, terminal based on every image in multiple images in low-dimensional coordinate system Position coordinates, the specific implementation on multiple display locations on the surface that multiple images are projected to image ball one by one can join The position coordinates in low-dimensional coordinate system based on every image is stated before examination, the surface of every image and image ball is included multiple Process is realized in display location correspondingly, and details are not described herein for the embodiment of the present disclosure.
Alternatively, in the embodiments of the present disclosure, step 202 and step 203 can be performed by server, in such case Under, can be by multiple images in image ball after server determines multiple images in the display location on the surface of image ball The display location on surface send to terminal, afterwards, terminal can by the method in step 204, based on receive this is more Image is opened in the display location on the surface of image ball to show image ball.
In step 204, based on multiple images image ball is shown in the display location on the surface of image ball.
After multiple definite images are in the display location on the surface of image ball, terminal correspondingly can show every image Show on the correspondence display location on the surface of image ball.
Wherein, based on it is described above understand, terminal can by multiple images correspond into low-dimensional painting canvas, based on this, After obtaining including the low-dimensional painting canvas of image, terminal can be using the method for perspective transform, namely 3D technology or puppet 3D Technology, image ball is shown as by the low-dimensional painting canvas, correspondingly, the image included in the low-dimensional painting canvas also just one-to-one display On the different display locations of image ball surface.
Next, it will that is to say using low-dimensional coordinate system as two-dimensional coordinate system, position of the every image in low-dimensional coordinate system Coordinate be two-dimensional coordinate system in position coordinates exemplified by for clearly determine multiple images in the display location of image ball surface, and Based on multiple definite images the specific implementation process of the image ball is shown in the display location of image ball surface.
Assuming that the currently available cluster analysis result of 1000 images, that is to say, it is determined that the higher-dimension of 1000 images Feature vector, the high dimensional feature vector dimensionality reduction of every image can be bivector by terminal, so as to obtain every image two Position coordinates in dimension coordinate system.And image ball surface includes 900 display locations.In this case, terminal is needed from this 900 images are selected in 1000 images, and 900 images are included in 900 display locations of image ball correspondingly On.
Wherein, as shown in Figure 2 B, first, terminal can select a benchmark image from 1000 images, it is assumed that should The abscissa and ordinate of benchmark image are respectively less than other 999 images, that is to say, the benchmark image is by 1000 images point One image in the region Nei lower left corners of cloth, terminal can project to benchmark image A with 900 display locations just On the display location in the most lower left corner of square painting canvas, the display location in the most lower left corner is actually benchmark display location, It is display location of the benchmark image in image ball.For convenience of explanation, in fig. 2b, one is identified with a lattice Display location.Afterwards, terminal can determine three image B, C, the Ds closest with the position coordinates where benchmark image A, And respectively project to image B, C, D on three display locations adjacent with benchmark image A, it that is to say, as shown in Figure 2 B, Image B, image C and image D are projected to respectively on the display location 1,2 and 3 adjacent with benchmark image A.Next, terminal It can continue selection and closest benchmark image A five images from multiple remaining image relays, and by five images Project to and distinguish with display location 1,2 and 3 on adjacent five display locations respectively, shadow part in five display locations such as Fig. 2 B Shown in point.It is follow-up and so on, projected to 900 display locations until by 900 images in 1000 images Untill on square painting canvas.Afterwards, terminal can be drawn the square for including 900 images by 3D technology or pseudo- 3D technology Cloth is shown as an image ball.
Alternatively, in above-mentioned projection process, the image B closest with benchmark image A, image C and image D are distinguished After projecting on the display location 1,2 and 3 adjacent with benchmark image A, terminal can also be by another mode come to surplus Multiple remaining images are projected.That is to say, terminal can the image on the basis of image B, image C and image D respectively, to determine Closest image therewith, and by definite image display correspondingly on adjacent position.For example, as shown in Figure 2 B, it is right In image B, since the display location adjacent with image B has two, terminal can determine in multiple remaining images with image B Two closest images, and by this two image projections to two display locations adjacent with image B.For image C, Since the display location adjacent with image C has three, one of them is common adjacent with image B, and therefore, terminal can determine Two images closest with image C in multiple remaining images, and by this two image projections to adjacent with image C but not On two picture positions adjacent with image B.Certainly, terminal can also be determined in multiple remaining images with image C apart from most Three near images, and determine to project to the distance of the image and image C on the display location adjacent with image B and image C, Aforementioned four distance is compared, if projecting to the image and image on the display location adjacent with image B and image C The distance of C is more than above-mentioned three distances nearest with image C, then by three images closest with image C include with On three adjacent image C positions, otherwise, then keep projecting to the image on the display location adjacent with image B and image C It is constant, it is adjacent with image C at remaining two with two image displays in the image that image C is closest by remaining three On display location.For image D, processing method is referred to the processing method of above-mentioned image B and image C.When determining and scheme After the image on B, C and D adjacent display location, the projection for residual image then can project to the pros with newest Based on image on shape painting canvas, handled with reference to the above method.
Above-mentioned is only several exemplary definite images provided in the embodiment of the present disclosure in the display position of image ball surface The method put, in practical applications, terminal can also use other methods by quantity in multiple images for number of positions Image is corresponded onto multiple display locations on the surface of image ball, and the embodiment of the present disclosure is not specifically limited this.
After image ball is shown, for the image of the center position of the image ball, terminal can be protruded It has been shown that, wherein, terminal can realize the protrusion to the image at image ball center position by following several different modes Display.
First way：Target image is included presetting in display area the first of current page, the first default display Region is the region outside the region for showing described image ball.
Wherein, which can be an image of the center position for being currently located at the image ball.Terminal can be with Current page is divided into two display areas, wherein, display area is used to showing image ball, and another display area Namely first default display area be then displayed for target image.It should be noted that when in the first default display area When interior display is positioned at the image of the center position of image ball, the size of the image can be more than the figure shown in image ball surface The size of picture, so that user clearer can check the image.Wherein, the image at image ball center position can be with The rotation of image ball and change.
Alternatively, in the embodiments of the present disclosure, which can also be the image that user selects on the image ball, In this case, terminal can detect selection operation of the user for the image on the target image ball in real time, when terminal is examined When measuring the selection operation for some image on the target image ball, the image that user selects is determined as target image, And the target image is included presetting in display area the first of current page.
Further, can also be according to the target image after the image that user selects is determined as target image by terminal The position shown on the image ball rotates image ball, so that the target image is located at the centre bit of postrotational image ball Place is put, at this time, terminal can include the target image to preset in display area the first of current page.
The second way：Target image is included in the default floating window with default transparency, presets the center of floating window Overlapped with the center of image ball, or the center of default floating window is overlapped with the center of target image position.
In this kind of implementation, target image can be the image or use at image ball center position Any image that family selects on the image ball.
Wherein, when the target image is the image at image ball center position, after image ball is shown, terminal Default floating window can be shown on the upper strata of the image of the center position of image ball, the size of the default floating window can be more than image The size of the image of center position on ball, afterwards, terminal can be by after the image magnifications of the center position of image ball It is shown in default floating window.Size due to presetting floating window can be more than the size for the image that image ball surface is shown, be Avoid blocking other images shown in lower image ball surface, the transparency that this can be preset to floating window is arranged to default saturating Lightness.
When the target image is any image on the image ball of user's selection, after image ball is shown, terminal The image of user's selection can be detected, and the image that user is selected is determined as target image.Afterwards, terminal can obtain the mesh Logo image, and the target image is included in the default floating window of image ball.Since this presets center and the image ball of floating window Center overlaps, and therefore, when target image is not to be currently located at the image at image ball center position, floating window is preset at this It is interior to show that the target image is likely to result in blocking to the image at image ball center position of lower floor, therefore, terminal The transparency that this can be preset to floating window and the target image is disposed as default transparency.
Alternatively, in the embodiments of the present disclosure, which can be according to definite target image on the image ball Display location moved.It that is to say, after the image that user selects is determined as target image by terminal, terminal can incite somebody to action The default floating window is moved at the display location of the target image, also, the center of the default floating window can be with target image institute Display location center overlap.Afterwards, which can be included presetting in floating window at this by terminal, be avoided with this Other images are blocked when the target image is shown in default floating window.
The third mode：The transparency of target image is arranged to default transparency, and by the target image after setting into Row, which suspends, to be shown, the size of target image is more than the size of the image shown at remaining position of image ball.
In this kind of implementation, the target image equally can be positioned at image ball center position image or It is the image of user's selection.
Wherein, when the target image is positioned at the image of the center position of image ball, terminal can will be located at image The transparency of the image of the center position of ball is arranged to default transparency, and the target image after setting suspend and is shown Show, suspend display after image size can be more than image ball remaining position display image size, so as to What family can become apparent from checks.
It should be noted that in this kind of mode by image suspend display with set in the second way default floating window into The method of row display is different, and in this kind of implementation, terminal can obtain the figure of the center position positioned at image ball Picture, and by setting different figure layers to include positioned at the image of the center position of image ball and the image ball of display at two In different figure layers, the transparency of the image can be arranged to default transparency by terminal, and set the size of the image big In the size of the image shown on remaining position of image ball, so that the image for the display that suspends is more conducive to user and checks, at the same time It can also avoid causing large area to block the image shown on remaining display location in image ball.
Alternatively, when the target image is the image of user's selection, terminal can be directed to target figure detecting user As any image on ball selection operation when, which is determined as target image, afterwards, terminal can be by the target image Transparency be arranged to default transparency, and the target image after setting suspended include in the target image on the image ball Display location upper strata.Alternatively, terminal can be after the target image of user's selection be determined, according to the target image at this Display location on image ball rotates the image ball, so that the figure that the center position of postrotational image ball is shown As being exactly the target image, afterwards, which can be arranged to preset transparency by terminal, and by the target figure after setting The upper strata of display location of the target image on the image ball is shown in as suspending.
Alternatively, in the embodiments of the present disclosure, for target image, terminal can also obtain the association letter of the target image Breath, and the related information of acquisition is included in the second default display area.
Wherein, the related information can be corresponding to the image got in step 202 by neural network model extremely A few tag along sort, alternatively, the related information can be original size, the shooting date of the image etc. other attributes letter Breath, link alternatively, the related information can also be with the image relevant network address, for example, link can be with for the network address It is the connection for the webpage for including the image, or the relevant web page interlinkage of content with the image.By the related information, use Family can be apparent from the relevant other information of the image, alternatively, user can pass through the rapid chain of related information of display Be connected to in the relevant webpage of the image so that obtain with the relevant other information of the image, without oneself spend the time lead to Retrieval or other modes are crossed to obtain the related information, user's operation is further simplified, saves the time of user.
It should also be noted that, the second default display area can be the region included in the first default display area, Can be the region in default floating window, alternatively, can be for showing other regions outside image ball region.
Further, when related information includes at least one tag along sort, after the related information is shown, terminal It can also detect whether to receive the selection operation for target classification label, which can be to show at least Any tag along sort of one tag along sort.When detecting the selection operation for target classification label, terminal can redirect Into the two level page, and by corresponding tag along sort in multiple images include the image display of the target classification label this two In the level page.In this way, for any tag along sort of display, with per family can be by selecting the tag along sort to check this rapidly All images under tag along sort, it is easier to which user searches similar image.
For example, Fig. 2 C are a kind of schematic diagrames of image display interfaces shown in the embodiment of the present disclosure.As shown in Figure 2 C, terminal Display screen can be divided into two display areas A and B up and down, wherein, an image ball is shown in lower display area B, Currently, the center position positioned at the image ball is image 1, it is assumed that the corresponding tag along sort behaviour of the image 1, sky, build Build thing, then, which can be shown separately in upper display area A by terminal, and display area A is first default Display area, and show above-mentioned tag along sort in the side of the image 1.When terminal detects tag along sort of the user to display In some tag along sort selection operation when, then can jump in the two level page all figures shown under the tag along sort Picture.
, can be with it should be noted that when terminal jumps to all images under display target tag along sort in the two level page According to conventional image display pattern, multiple images under the target classification label are sequentially displayed in the two level page.Alternatively, Terminal can be using the target image shown in the first default display area as first image in the two level page, and presses According to the cluster result in step 202, will equally there are multiple images of the target classification label according to the phase with the target image Shown successively like degree.Alternatively, terminal can be by multiple images under the target classification label as the method previously described, equally It is shown in the form of image ball in the two level page, the embodiment of the present disclosure is not specifically limited this.
After image ball is shown, terminal can realize the friendship between user by the method introduced in step 205 Mutually.
In step 205, the interactive operation that user is directed to image ball is detected, based on the interactive operation detected, with user Interact.
Wherein, terminal can be by detecting different interactive operations, to realize different interactions.
First way：When detecting the first predetermined registration operation for image ball, to being not shown in figure in multiple images As the image on ball is shown.
Understood based on described above, when the number of positions of the display location on the surface of image ball is less than the image of multiple images During quantity, terminal can select a part of image to be shown from multiple images.Therefore, for not shown in multiple images Show the image on the image ball, terminal then can be when detecting the first predetermined registration operation for image ball, by multiple images In the remaining image being not shown on the image ball shown.
Wherein, terminal can pass through the method for foregoing description.According in the remaining image being not shown on the image ball Position coordinates of the every image under low-dimensional coordinate system, determine to obtain position of this every image on image ball, afterwards, press According to definite position by the remaining image display being not shown on the image ball on the image ball.In this way, for remaining These images when user browses these images, can also be carried out entirety by image ball and browsed, be by not shown image User brings more intuitive visual experience.When user wants to search oneself image interested from remaining not shown image When, it is also easier to search, operation is more convenient.
The second way：When detecting the preset instructions for image ball, the surface of more new images ball includes multiple The number of positions of display location, preset instructions can be triggered by the second predetermined registration operation or preset instructions are phonetic order；Based on more The image that new number of positions shows the surface of image ball is updated.
In the embodiments of the present disclosure, terminal can detect the preset instructions for image ball, when detecting the preset instructions When, the number of positions for the display location that terminal can include according to the surface of the preset instructions more new images ball.Wherein, this is default Instruction can be triggered by the second predetermined registration operation, alternatively, the preset instructions can be phonetic order, that is to say, that user can be with The amount of images of the display on image ball is updated by sending preset instructions or performing predetermined registration operation.Afterwards, eventually End can then show the image ball according to the number of positions of renewal.
For example, when user is wanted so that the size of the image shown on image ball is some larger, it is easier to when checking some, User can perform the second predetermined registration operation, second predetermined registration operation can be two fingers and meanwhile slide round about amplification behaviour Make.When the second predetermined registration operation refers to amplifieroperation round about at the same time for two, terminal can reduce the surface of image ball The number of positions of display location, it is, terminal can show less image on the surface of the image ball, in this way, in image In the case of the size constancy of ball, being shown in the size of the image on the surface of the image ball will increase.Similarly, as the second default behaviour When referring to kneading operation as two, then it can increase the number of positions of the display location on the surface of image ball, so that the image The surface of ball shows more images, in this way, in the case of the size constancy of image ball, is shown in the surface of the image ball The size of image will reduce.
In the embodiment of the present disclosure, by the second predetermined registration operation detected, terminal can the more table of new images ball in real time The quantity of the display location in face, and in the case of image ball size constancy, what is actually updated is that the surface of image ball is shown Image size, that is to say, user can adjust image that image ball surface is shown by performing the second predetermined registration operation Size, has provided more more options to the user so that image display is more flexible, is more bonded user demand.
Certainly, above-mentioned second predetermined registration operation can be replaced by phonetic order, for example, user can directly send diminution or The phonetic order of amplification, then can be according to the corresponding more new images ball of the phonetic order when terminal receives the phonetic order The number of positions of the display location on surface, and the image of the renewal display of the number of positions based on renewal.In this way, user may not necessarily The second predetermined registration operation is performed by both hands again, has liberated the both hands of user, the convenience of bigger is brought for user.
The third mode：When detecting the slide for image ball, based on slide, image ball is revolved Turn.
After by multiple image displays on the surface of image ball, user can be by performing slide to the image ball Rotate the image ball, so as to browse the image shown on the image ball.Based on this, terminal can show image ball Whether real-time judge detects the slide for image ball in current page, when detecting the slide for image ball When, based on slide, image ball is rotated.
Wherein, terminal can detect the sliding speed of slide；Rotary speed is determined based on sliding speed, and based on rotation Rotary speed rotates image ball；Alternatively, determining rotation angle based on sliding speed, and image is rotated according to rotation angle Ball.
In the embodiments of the present disclosure, terminal can rotate image ball according to the sliding speed of slide. In a kind of possible implementation, terminal can determine corresponding rotary speed according to sliding speed.Sliding speed is faster, rotation Speed is faster.In alternatively possible implementation, terminal can determine rotation angle, sliding speed according to sliding speed Faster, rotation angle is bigger.
Alternatively, terminal can detect the glide direction of slide；During slide is kept, according to slip Direction rotates image ball；At the end of slide is detected, stop rotating image ball.
Wherein, terminal when detecting slide, can determine the glide direction of the slide, and afterwards, terminal can With the position that detection slide is acted in real time since the starting point of slide, when currently detected acted on position When putting, it is determined that the slide is also during holding, otherwise, it is determined that the slide is over.
In slide during holding, terminal can rotate the image ball according to the glide direction detected, When slide stops, the rotation of image ball also stops.
It that is to say, in the embodiments of the present disclosure, when user is in image browsing, in that context it may be convenient to perform cunning to the image ball Dynamic operation, so that the image ball rotates, so as to be browsed to multiple images on the image ball, leads to compared to user Cross scroll-up/down and show that the page browses multiple images, shorten operating distance.
In the embodiments of the present disclosure, terminal can obtain multiple images, and carry out similar image cluster to multiple images Analysis, obtain cluster analysis result, afterwards, terminal can according to the cluster analysis result by multiple image displays in image ball Surface on.Wherein, terminal can determine the position coordinates of every image in multiple images according to cluster analysis result, wherein, The similarity of two nearer images of distance is bigger between position coordinates, in this way, according to the cluster analysis result by multiple figures As when being shown in image ball surface, in the image ball surface from nearer image it is more similar, that is to say, user can pass through Position of multiple images on the image ball can judge the similarity degree between image.When user is browsing multiple images When, it can also conveniently find the similar pictures corresponding to every image.
Above-described embodiment mainly describes the first implementation for being shown multiple images in the form of image ball, Namely mainly describe and cluster analysis is carried out to multiple images, and determine multiple images in image ball according to cluster analysis result The display location on surface, so that by specific implementation of multiple image displays on the surface of image ball.Next will be introduced Two kinds of modes, i.e., classify multiple images, then according to tag along sort by multiple image displays in different image ball tables The method for displaying image in face, wherein, the operation classified to multiple images can be performed by terminal, can also be by server To perform, in ensuing embodiment, will be explained by taking terminal as an example.
Fig. 3 is a kind of flow chart of method for displaying image according to an exemplary embodiment, as shown in figure 3, the party Method is applied in terminal, and this method comprises the following steps：
In step 301, multiple images are obtained.
The specific implementation of this step may be referred to the specific implementation in step 201, and the embodiment of the present disclosure is herein Repeat no more.
In step 302, at least one tag along sort corresponding to every image in multiple images is determined.
After multiple images are got, terminal can classify multiple images by neural network model, from And obtain at least one tag along sort in multiple images corresponding to every image.
Wherein, can be using the image as the defeated of neural network model for every image in multiple images, terminal Enter, and obtain at least one tag along sort for the image that neural network model output layer is exported.Wherein, the neutral net mould Type can be CNN (Convolutional Neural Network, convolutional neural networks) model, for example, the neutral net mould Type can be ImageNet models, AlexNet models etc..
It should be noted that in the embodiments of the present disclosure, which can also be performed by server, when the step is by taking When being engaged in device to perform, server, can be with after at least one tag along sort corresponding to every image in obtaining multiple images The corresponding at least one tag along sort of every image in multiple images is sent to terminal, afterwards, terminal can be by step 303 Image ball is shown based on the corresponding at least one tag along sort of every image is received.
In step 303, based on every image in multiple images corresponding at least one tag along sort, show image Ball.
After at least one tag along sort corresponding to every image is got in multiple images, terminal can be based on should At least one tag along sort in multiple images corresponding to every image, determines multiple target classification labels, and is based on multiple mesh Mark tag along sort and show multiple images ball, wherein, the image in multiple target classification labels corresponding to different target tag along sort It may be displayed on the surface of different images ball in multiple images ball.
Wherein, understand that every image can correspond at least one tag along sort based on foregoing description, wherein, different figures As identical tag along sort may be corresponding with.Therefore, terminal can be by the corresponding all tag along sort compositions one of multiple images A tag set, and the tag along sort included to tag set carries out duplicate removal, so that it is corresponding all to obtain multiple images The tag along sort of species, and the tag along sort of the corresponding all kinds of multiple images is determined as target classification label.
Alternatively, it is contemplated that the quantity of the tag along sort of the corresponding all kinds of multiple images may be more, and have The quantity of the possible corresponding image of tag along sort is considerably less, in this case, if showing this point by an image ball During a small amount of image corresponding to class label, the waste to the display area of current page is likely to result in.Based on this, terminal can To be screened to these tag along sorts, so as to obtain target classification label.Wherein, terminal can determine each tag along sort institute The quantity of corresponding image, and multiple tag along sorts of the quantity of corresponding image more than predetermined threshold value are determined as multiple mesh Mark tag along sort.
After definite target classification label, terminal can show multiple images ball according to multiple target classification labels, often Image corresponding to a target classification label is respectively displayed on different images ball, that is to say, that each target classification label pair Answer an image ball.Wherein, terminal by the image display corresponding to each target classification label when on an image ball, specifically Display methods be referred to step 202 and step 203 in previous embodiment.
It is worth noting that, in the embodiments of the present disclosure, at least one tag along sort corresponding to every image is to pass through What neural network model obtained, based on this, terminal can also obtain every image at least with reference to the mode in step 202 While one tag along sort, the high dimensional feature vector of every image is obtained.Afterwards, for either objective tag along sort A, terminal Can be vectorial by the high dimensional feature of the image corresponding to the target classification label A, it is related in step 203 according to step 202 Mode, determines position coordinates of the every image corresponding to the target classification label A in low-dimensional coordinate system, and according to the position Coordinate, by every image projection corresponding to the target classification label A to low-dimensional painting canvas, afterwards, passes through 3D technology or puppet 3D Technology is shown the low-dimensional painting canvas in the form of image ball.In this way, the image corresponding to for each target classification label For ball, the image shown on the image ball not only has identical tag along sort, moreover, distance is nearer on the image ball Similarity between image is also bigger.
Image corresponding to multiple target classification labels can be respectively displayed on multiple images by terminal through the above way Ball surface, that is to say, that in current page, multiple images ball can be shown, each image ball can be corresponding with a mesh Mark tag along sort.For each image ball in the plurality of image ball, terminal can be highlighted target image, the mesh Logo image can be any on the image ball of the image at image ball center position or user's selection Open image.Wherein, the target image on each image ball of terminal-pair carries out highlighted implementation and may be referred to foregoing reality Apply in example and highlighted related introduction is carried out to the target image in image ball, the embodiment of the present disclosure repeats no more this.
In addition, in the embodiments of the present disclosure, for above-mentioned highlighted target image, terminal can equally obtain the mesh The related information of logo image, and the related information is shown.
Alternatively, understood based on described above, the quantity of the image corresponding to some tag along sorts is likely less than above-mentioned Predetermined threshold value, can not be used as a target classification label, and in this case, terminal can be according to the aobvious of the surface of image ball Show the number of positions of position, the image corresponding to multiple tag along sorts is simultaneously displayed on an image ball.Wherein, belong to same Image under one tag along sort can with display location can be adjacent to each other.
After image ball is shown, terminal can realize the friendship between user by the method introduced in step 304 Mutually, to reach more preferable display effect.
In step 304, the interactive operation that user is directed to image ball is detected, based on the interactive operation detected, with user Interact.
Understood based on described above, terminal can show multiple images ball in current page, and each image ball corresponds to one A target classification label.When user wants to browse multiple images corresponding to some tag along sort, user can be to the image Ball performs selection operation.Whether terminal can detect the selection operation for target image ball, the target image with real-time judge Ball can be any one in the multiple images ball shown in current page.When terminal detects the selection for target image ball During operation, terminal can jump in the two level page multiple shown corresponding to the corresponding target classification label of the target image ball Image.
Further, shown if the quantity of multiple images corresponding to the target image label is more than on target image ball Image quantity, that is to say, that could not be reached on the target image ball multiple images corresponding to the target classification label are complete Portion shows, in this case, when terminal detects selection operation, can jump to the two level page, and by the target classification The image display for failing to be shown on the target image ball in image corresponding to label is in the two level page.
Alternatively, in the embodiments of the present disclosure, if the quantity of multiple images corresponding to the target image label is more than The quantity of the image shown on target image ball, terminal can also detect the first predetermined registration operation for the target image ball, when , can be by the image corresponding to the target classification label when terminal detects the first predetermined registration operation for the target image ball The image display on the target image ball is not shown on the target image ball.
Alternatively, terminal can also pass through the second way and the third mode of the introduction of previous embodiment step 205 To be interacted with user.
It should be noted that in the embodiments of the present disclosure, terminal can also be handed over being introduced in this step with user That is mutually introduced with showing in the method for image and previous embodiment in step 204 is combined with the method that user interacts, So that the mode of image display is more rich and varied.
In the embodiments of the present disclosure, terminal can obtain multiple images, and by neural network model to multiple images Classify, to obtain at least one tag along sort in multiple images corresponding to every image, afterwards, terminal can be based on more At least one tag along sort corresponding to every image in image is opened, which is shown in the form of image ball. In this way, terminal can be shown according to the corresponding at least one tag along sort of every image in multiple images in current page Multiple images ball, each image ball correspond to a tag along sort, and user can carry out multiple images according to tag along sort clear Look at, it is more convenient.Moreover, for multiple images corresponding to each tag along sort, terminal can be by multiple images according to poly- Alanysis that is to say that the image shown on each image ball not only has identical contingency table the result is shown on image ball Label, moreover, the similarity on image ball between the nearer image of distance is also bigger.In this way, user is when browsing multiple images, more It is easy to that multiple images are searched and operated.
Next the image display device provided the embodiment of the present disclosure is introduced.
Fig. 4 A are a kind of block diagrams of image display device 400 according to an exemplary embodiment.With reference to Fig. 4 A, the dress Put including 401 and first display module 402 of acquisition module.
Acquisition module 401, for obtaining multiple images；
First display module 402, for showing image ball, the surface of image ball includes multiple display locations, multiple images In different images be shown on the different display locations in multiple display locations.
Alternatively, include referring to Fig. 4 B, the first display module 402：
First determination unit 4021, for determining multiple images in the display location on the surface of image ball, display location base Obtained in the similar image cluster analysis carried out to multiple images, the phase between the distance between display location of image and image It is negatively correlated like spending；
First display unit 4022, for showing image ball in the display location on the surface of image ball based on multiple images.
Alternatively, the first determination unit 4021 includes：
Subelement is obtained, for obtaining the high dimensional feature vector of every image in multiple images by neural network model；
Subelement is handled, for carrying out dimension-reduction treatment to the high dimensional feature vector of every image in multiple images, is obtained more Open position coordinates of the every image in low-dimensional coordinate system in image；
First determination subelement, for based on position coordinates of the every image in low-dimensional coordinate system in multiple images, really Multiple fixed images are in the display location on the surface of image ball.
Alternatively, every image in multiple images is corresponding with position coordinates in low-dimensional coordinate system；
First determination unit is used for：
Determine the number of positions for multiple display locations that the surface of image ball includes；
When number of positions is less than the amount of images of multiple images, based on every image in multiple images in low-dimensional coordinate system In position coordinates, multiple display locations that quantity in multiple images is included for the surface of image and the image ball of number of positions Correspond, obtain quantity be number of positions image in every image in the display location on the surface of image ball.
Alternatively, the first determination unit is used for：
Benchmark image is selected from multiple images, and the benchmark display location on low-dimensional painting canvas is determined as benchmark image and is existed The display location on the surface of image ball, multiple display positions of the multiple display locations included on low-dimensional painting canvas and the surface of image ball Put one-to-one corresponding；
Relative position between position coordinates based on other images in the position coordinates of benchmark image and multiple images is closed System, selects image of the quantity for the quantity of remaining display location from multiple images, and by remaining display on low-dimensional painting canvas Location determination is the image of selection in the display location on the surface of image ball.
Alternatively, include referring to Fig. 4 C, the first display module 402：
Second determination unit 4023, for determining at least one tag along sort in multiple images corresponding to every image；
Second display unit 4024, at least one tag along sort corresponding to based on every image in multiple images, Show image ball.
Alternatively, the second display unit includes：
Second determination subelement, at least one tag along sort corresponding to based on every image in multiple images, really Fixed multiple target classification labels, each target classification label in multiple target classification labels are corresponding with an at least image；
Subelement is shown, for showing multiple images ball based on multiple target classification labels, in multiple target classification labels The surface of image display different images ball in multiple images ball corresponding to different target tag along sort.
Alternatively, the second determination subelement is specifically used for：
Based at least one tag along sort corresponding to every image in multiple images, determine corresponding to each tag along sort Image quantity；
Multiple tag along sorts that the quantity of corresponding image is more than to predetermined threshold value are determined as multiple target classification labels.
Alternatively, which further includes：
Second display module, for when detecting the first predetermined registration operation for image ball, to being not shown in image ball On image shown.
Alternatively, which further includes：
Update module, for when detecting the preset instructions for target image ball, updating the surface of target image ball Including multiple display locations number of positions；
Update module is additionally operable to be updated based on the image that the number of positions of renewal shows the surface of target image ball.
Alternatively, which further includes：
Rotary module, for when detecting the slide for target image ball, based on slide, to target figure As ball is rotated.
Alternatively, rotary module includes：
First detection unit, for detecting the sliding speed of slide；
First rotary unit, for determining rotary speed based on sliding speed, and based on rotary speed to target image ball Rotated；Alternatively, the second determination unit is used to determine rotation angle based on sliding speed, and according to rotation angle rolling target Image ball.
Alternatively, rotary module includes：
Second detection unit, for detecting the glide direction of slide；
Second rotary unit, during being kept in slide, according to glide direction rolling target image ball；
Stop element, at the end of slide is detected, to stop rotating target image ball.
Alternatively, which further includes：
3rd display module, for including presetting in display area target image the first of current page, first is pre- If display area is the region outside the region for showing image ball；Alternatively,
3rd display module, is shown in the default floating window with default transparency for target image, presets floating window Center and the center of image ball overlap, or the center weight at the center of the default floating window and the target image position Close；Alternatively,
3rd display module, for the transparency of target image to be arranged to default transparency, and by the target after setting Image carries out suspension and shows, the size of target image is more than the size of the image shown at remaining position of image ball.
Alternatively, which further includes：
Acquisition module 401, for obtaining the related information of target image；
4th display module, for including presetting in display area related information the second of current page.
Alternatively, every image in multiple images is corresponding with least one tag along sort, and related information includes target figure As corresponding at least one tag along sort；
The device 400 further includes：
Jump module, detects to being shown at least one tag along sort in the second default display area for working as During the selection operation of any tag along sort A, the two level page is jumped to；
5th display module, is wrapped for being shown in the two level page in multiple images in corresponding at least one tag along sort Image containing tag along sort A.
On the device in above-described embodiment, wherein modules perform the concrete mode of operation in related this method Embodiment in be described in detail, explanation will be not set forth in detail herein.
In the embodiments of the present disclosure, multiple images are obtained, multiple images are shown in the form of image ball, in this way, When user is in image browsing, in that context it may be convenient to slide is performed to the image ball, so that the image ball rotates, from And multiple images on the image ball are browsed, show that the page carries out multiple images by scroll-up/down compared to user Browse, more easily operate.
Fig. 5 is a kind of block diagram of device 500 for image display according to an exemplary embodiment.For example, dress It can be mobile phone to put 500, computer, digital broadcast terminal, messaging devices, game console, tablet device, medical treatment Equipment, body-building equipment, personal digital assistant etc..
With reference to Fig. 5, device 500 can include following one or more assemblies：Processing component 502, memory 504, power supply Component 506, multimedia component 508, audio component 510, the interface 512 of input/output (I/O), sensor component 514, and Communication component 516.
The integrated operation of the usual control device 500 of processing component 502, such as with display, call, data communication, phase The operation that machine operates and record operation is associated.Processing component 502 can refer to including one or more processors 520 to perform Order, to complete all or part of step of above-mentioned method.In addition, processing component 502 can include one or more modules, just Interaction between processing component 502 and other assemblies.For example, processing component 502 can include multi-media module, it is more to facilitate Interaction between media component 508 and processing component 502.
Memory 504 is configured as storing various types of data to support the operation in device 500.These data are shown Example includes the instruction of any application program or method for operating on device 500, and contact data, telephone book data, disappears Breath, picture, video etc..Memory 504 can be by any kind of volatibility or non-volatile memory device or their group Close and realize, as static RAM (SRAM), electrically erasable programmable read-only memory (EEPROM) are erasable to compile Journey read-only storage (EPROM), programmable read only memory (PROM), read-only storage (ROM), magnetic memory, flash Device, disk or CD.
Power supply module 506 provides power supply for the various assemblies of device 500.Power supply module 506 can include power management system System, one or more power supplys, and other components associated with generating, managing and distributing power supply for device 500.
Multimedia component 508 is included in the screen of one output interface of offer between described device 500 and user.One In a little embodiments, screen can include liquid crystal display (LCD) and touch panel (TP).If screen includes touch panel, screen Curtain may be implemented as touch-screen, to receive input signal from the user.Touch panel includes one or more touch sensings Device is to sense the gesture on touch, slip and touch panel.The touch sensor can not only sense touch or sliding action Border, but also detect and the duration and pressure associated with the touch or slide operation.In certain embodiments, more matchmakers Body component 508 includes a front camera and/or rear camera.When device 500 is in operator scheme, such as screening-mode or During video mode, front camera and/or rear camera can receive exterior multi-medium data.Each front camera and Rear camera can be a fixed optical lens system or have focusing and optical zoom capabilities.
Audio component 510 is configured as output and/or input audio signal.For example, audio component 510 includes a Mike Wind (MIC), when device 500 is in operator scheme, during such as call model, logging mode and speech recognition mode, microphone by with It is set to reception external audio signal.The received audio signal can be further stored in memory 504 or via communication set Part 516 is sent.In certain embodiments, audio component 510 further includes a loudspeaker, for exports audio signal.
I/O interfaces 512 provide interface between processing component 502 and peripheral interface module, and above-mentioned peripheral interface module can To be keyboard, click wheel, button etc..These buttons may include but be not limited to：Home button, volume button, start button and lock Determine button.
Sensor component 514 includes one or more sensors, and the state for providing various aspects for device 500 is commented Estimate.For example, sensor component 514 can detect opening/closed mode of device 500, and the relative positioning of component, for example, it is described Component is the display and keypad of device 500, and sensor component 514 can be with 500 1 components of detection device 500 or device Position change, the existence or non-existence that user contacts with device 500,500 orientation of device or acceleration/deceleration and device 500 Temperature change.Sensor component 514 can include proximity sensor, be configured to detect without any physical contact Presence of nearby objects.Sensor component 514 can also include optical sensor, such as CMOS or ccd image sensor, for into As being used in application.In certain embodiments, which can also include acceleration transducer, gyro sensors Device, Magnetic Sensor, pressure sensor or temperature sensor.
Communication component 516 is configured to facilitate the communication of wired or wireless way between device 500 and other equipment.Device 500 can access the wireless network based on communication standard, such as WiFi, 2G or 3G, or combinations thereof.In an exemplary implementation In example, communication component 516 receives broadcast singal or broadcast related information from external broadcasting management system via broadcast channel. In one exemplary embodiment, the communication component 516 further includes near-field communication (NFC) module, to promote junction service.Example Such as, in NFC module radio frequency identification (RFID) technology can be based on, Infrared Data Association (IrDA) technology, ultra wide band (UWB) technology, Bluetooth (BT) technology and other technologies are realized.
In the exemplary embodiment, device 500 can be believed by one or more application application-specific integrated circuit (ASIC), numeral Number processor (DSP), digital signal processing appts (DSPD), programmable logic device (PLD), field programmable gate array (FPGA), controller, microcontroller, microprocessor or other electronic components are realized, for perform above-mentioned Fig. 1, Fig. 2A, Fig. 2 B, The method that Fig. 2 C and 3 illustrated embodiments provide.
In the exemplary embodiment, a kind of non-transitorycomputer readable storage medium including instructing, example are additionally provided Such as include the memory 504 of instruction, above-metioned instruction can be performed to complete the above method by the processor 520 of device 500.For example, The non-transitorycomputer readable storage medium can be ROM, random access memory (RAM), CD-ROM, tape, floppy disk With optical data storage devices etc..
A kind of non-transitorycomputer readable storage medium, when the instruction in the storage medium is by the processing of mobile terminal When device performs so that the method that mobile terminal is able to carry out above-mentioned Fig. 1, Fig. 2A, the embodiment shown in Fig. 2 B, Fig. 2 C and 3 provides.
Those skilled in the art will readily occur to the present invention its after considering specification and putting into practice invention disclosed herein Its embodiment.This application is intended to cover the present invention any variations, uses, or adaptations, these modifications, purposes or Person's adaptive change follows the general principle of the present invention and including the undocumented common knowledge in the art of the disclosure Or conventional techniques.Description and embodiments are considered only as exemplary, and true scope and spirit of the invention are by following Claim is pointed out.
It should be appreciated that the invention is not limited in the precision architecture for being described above and being shown in the drawings, and And various modifications and changes may be made without departing from the scope thereof.The scope of the present invention is only limited by appended claim.

Claims (34)

  1. A kind of 1. method for displaying image, it is characterised in that the described method includes：
    Obtain multiple images；
    Show image ball, the surface of described image ball includes multiple display locations, and the different images in multiple described images are shown On different display locations in the multiple display location.
  2. 2. according to the method described in claim 1, it is characterized in that, it is described display image ball, including：
    Determine that multiple described images are based on to multiple described figures in the display location on the surface of described image ball, the display location The similar image cluster analysis that picture carries out obtains, and the similarity between the distance between display location of image and described image is in It is negatively correlated；
    Based on multiple described images in the display location on the surface of described image ball, multiple described images of display on image ball.
  3. 3. the according to the method described in claim 2, it is characterized in that, table for determining multiple described images in described image ball The display location in face, including：
    The high dimensional feature vector of every image in multiple described images is obtained by neural network model；
    Dimension-reduction treatment is carried out to the high dimensional feature vector of every image in multiple described images, obtains in multiple described images every Position coordinates of the image in low-dimensional coordinate system；
    Based on position coordinates of the every image in low-dimensional coordinate system in multiple described images, determine multiple described images described The display location on the surface of image ball.
  4. 4. according to the method described in claim 2, it is characterized in that, every image in multiple described images is in low-dimensional coordinate system In be corresponding with position coordinates；
    It is described to determine multiple described images in the display location on the surface of described image ball, including：
    Determine the number of positions for multiple display locations that the surface of described image ball includes；
    When the number of positions is less than the amount of images of multiple images, based on every image in multiple described images low Position coordinates in dimension coordinate system, is the image of the number of positions and the table of described image ball by quantity in multiple described images Multiple display locations that face includes correspond, and obtain in the image that quantity is the number of positions every image in described image The display location on the surface of ball.
  5. 5. according to the method described in claim 4, it is characterized in that, every image is in low-dimensional in described multiple images based on described in Position coordinates in coordinate system, is the image of the number of positions and the surface of described image ball by quantity in multiple described images Including multiple display locations correspond, including：
    Benchmark image is selected from multiple described images, and the benchmark display location on low-dimensional painting canvas is determined as the reference map As the multiple display locations included on the display location on the surface of described image ball, the low-dimensional painting canvas and described image ball Multiple display locations on surface correspond；
    Opposite position in position coordinates and multiple described images based on the benchmark image between the position coordinates of other images Relation is put, selects the image of quantity of the quantity for remaining display location from multiple described images, and by the low-dimensional painting canvas Upper remaining display location is determined as the image of selection in the display location on the surface of described image ball.
  6. 6. according to the method described in claim 1, it is characterized in that, it is described display image ball, including：
    Determine the corresponding at least one tag along sort of every image in multiple described images；
    Based at least one tag along sort corresponding to every image in multiple described images, described image ball is shown.
  7. It is 7. according to the method described in claim 6, it is characterized in that, described based on corresponding to every image in multiple described images At least one tag along sort, show described image ball, including：
    Based at least one tag along sort corresponding to every image in multiple described images, multiple target classification labels are determined, Each target classification label in the multiple target classification label is corresponding with an at least image；
    Based on the multiple target classification label display multiple images ball, different target is classified in the multiple target classification label The surface of image display different images ball in described multiple images ball corresponding to label.
  8. It is 8. the method according to the description of claim 7 is characterized in that described based on corresponding to every image in multiple described images At least one tag along sort, determine multiple target classification labels, including：
    Based at least one tag along sort corresponding to every image in multiple described images, determine corresponding to each tag along sort Image quantity；
    Multiple tag along sorts that the quantity of corresponding image is more than to predetermined threshold value are determined as the multiple target classification label.
  9. 9. according to any methods of claim 1-8, it is characterised in that after the display image ball, further include：
    When detecting the first predetermined registration operation for described image ball, the image being not shown on described image ball is shown Show.
  10. 10. according to any methods of claim 1-8, it is characterised in that after the display image ball, further include：
    When detecting the preset instructions for target image ball, multiple displays that the surface of the target image ball includes are updated The number of positions of position；
    The image shown based on the number of positions of renewal to the surface of the target image ball is updated.
  11. 11. according to any methods of claim 1-8, it is characterised in that after the display image ball, further include：
    When detecting the slide for target image ball, based on the slide, the target image ball is carried out Rotation.
  12. 12. according to the method for claim 11, it is characterised in that it is described to be based on the slide, to the target figure As ball is rotated, including：
    Detect the sliding speed of the slide；
    Rotary speed is determined based on the sliding speed, and the target image ball is rotated based on the rotary speed； Alternatively, determining rotation angle based on the sliding speed, and the target image ball is rotated according to the rotation angle.
  13. 13. according to the method for claim 11, it is characterised in that it is described to be based on the slide, to the target figure As ball is rotated, including：
    Detect the glide direction of the slide；
    During the slide is kept, the target image ball is rotated according to the glide direction；
    At the end of the slide is detected, stop rotating the target image ball.
  14. 14. according to the method described in claim 1, it is characterized in that, after the display image ball, further include：
    Target image is included presetting in display area the first of current page, the described first default display area is for showing Show the region outside the region of described image ball；Alternatively,
    Target image is included in the default floating window with default transparency, the center of the default floating window and described image ball Center overlap, or the center of the default floating window overlaps with the center of the target image position；Alternatively,
    The transparency of target image is arranged to default transparency, and the target image after setting is subjected to suspension and is shown, it is described The size of target image is more than the size of the image shown at remaining position of described image ball；
    Wherein, the target image is that the image of the center position positioned at described image ball or user select on described image ball The image selected.
  15. 15. the method according to claim 1 or 14, it is characterised in that after the display image ball, further include：
    Obtain the related information of target image；
    The related information is included presetting in display area the second of current page.
  16. 16. according to the method for claim 15, it is characterised in that every image in multiple described images is corresponding with least One tag along sort, the related information include at least one tag along sort corresponding to the target image；
    It is described to include the related information after the second of current page presets in display area, further include：
    When detecting any tag along sort A to being shown at least one tag along sort in the described second default display area Selection operation when, jump to the two level page；
    Shown in the two level page in multiple described images and include the classification in corresponding at least one tag along sort The image of label A.
  17. 17. a kind of image display device, it is characterised in that described device includes：
    Acquisition module, for obtaining multiple images；
    First display module, for showing image ball, the surface of described image ball includes multiple display locations, multiple described images In different images be shown on the different display locations in the multiple display location.
  18. 18. device according to claim 17, it is characterised in that first display module includes：
    First determination unit, for determining multiple described images in the display location on the surface of described image ball, the display position Put and obtained based on the similar image cluster analysis carried out to multiple described images, the distance between display location of image with it is described Similarity between image is negatively correlated；
    First display unit, for showing described image in the display location on the surface of described image ball based on multiple described images Ball.
  19. 19. device according to claim 18, it is characterised in that first determination unit includes：
    Subelement is obtained, the high dimensional feature vector of every image in multiple described images is obtained by neural network model；
    Subelement is handled, for carrying out dimension-reduction treatment to the high dimensional feature vector of every image in multiple described images, obtains institute State position coordinates of the every image in low-dimensional coordinate system in multiple images；
    First determination subelement, for based on position coordinates of the every image in low-dimensional coordinate system in multiple described images, really Multiple fixed described images are in the display location on the surface of described image ball.
  20. 20. device according to claim 18, it is characterised in that every image in multiple described images is in low-dimensional coordinate Position coordinates is corresponding with system；
    First determination unit is used for：
    Determine the number of positions for multiple display locations that the surface of described image ball includes；
    When the number of positions is less than the amount of images of multiple images, based on every image in multiple described images low Position coordinates in dimension coordinate system, is the image of the number of positions and the table of described image ball by quantity in multiple described images Multiple display locations that face includes correspond, and obtain in the image that quantity is the number of positions every image in described image The display location on the surface of ball.
  21. 21. device according to claim 20, it is characterised in that first determination unit is used for：
    Benchmark image is selected from multiple described images, and the benchmark display location on low-dimensional painting canvas is determined as the reference map As the multiple display locations included on the display location on the surface of described image ball, the low-dimensional painting canvas and described image ball Multiple display locations on surface correspond；
    Opposite position in position coordinates and multiple described images based on the benchmark image between the position coordinates of other images Relation is put, selects the image of quantity of the quantity for remaining display location from multiple described images, and by the low-dimensional painting canvas Upper remaining display location is determined as the image of selection in the display location on the surface of described image ball.
  22. 22. device according to claim 17, it is characterised in that first display module includes：
    Second determination unit, for determining at least one tag along sort corresponding to every image in multiple described images；
    Second display unit, at least one tag along sort corresponding to based on every image in multiple described images, display Described image ball.
  23. 23. device according to claim 22, it is characterised in that second display unit includes：
    Second determination subelement, at least one tag along sort corresponding to based on every image in multiple described images, really Fixed multiple target classification labels, each target classification label in the multiple target classification label are corresponding with least one figure Picture；
    Subelement is shown, for showing multiple images ball, the multiple target classification mark based on the multiple target classification label The surface of image display different images ball in described multiple images ball in label corresponding to different target tag along sort.
  24. 24. device according to claim 23, it is characterised in that second determination subelement is specifically used for：
    Based at least one tag along sort corresponding to every image in multiple described images, determine corresponding to each tag along sort Image quantity；
    Multiple tag along sorts that the quantity of corresponding image is more than to predetermined threshold value are determined as the multiple target classification label.
  25. 25. according to any devices of claim 17-24, it is characterised in that described device further includes：
    Second display module, for when detecting the first predetermined registration operation for described image ball, to being not shown in the figure As the image on ball is shown.
  26. 26. according to any devices of claim 17-24, it is characterised in that described device further includes：
    Update module, for when detecting the preset instructions for target image ball, updating the surface of the target image ball Including multiple display locations number of positions；
    The image that the update module is additionally operable to show the surface of the target image ball based on the number of positions of renewal carries out Renewal.
  27. 27. according to any devices of claim 17-24, it is characterised in that described device further includes：
    Rotary module, for when detecting the slide for target image ball, based on the slide, to the mesh Logo image ball is rotated.
  28. 28. device according to claim 27, it is characterised in that the rotary module includes：
    First detection unit, for detecting the sliding speed of the slide；
    First rotary unit, for determining rotary speed based on the sliding speed, and based on the rotary speed to the mesh Logo image ball is rotated；Alternatively, second determination unit is used to determine rotation angle based on the sliding speed, and according to The rotation angle rotates the target image ball.
  29. 29. device according to claim 27, it is characterised in that the rotary module includes：
    Second detection unit, for detecting the glide direction of the slide；
    Second rotary unit, during being kept in the slide, rotates the target according to the glide direction Image ball；
    Stop element, at the end of the slide is detected, to stop rotating the target image ball.
  30. 30. device according to claim 17, it is characterised in that described device further includes：
    3rd display module, for including presetting in display area target image the first of current page, described first is pre- If display area is the region outside the region for showing described image ball；Alternatively,
    3rd display module, it is described default for including target image in the default floating window with default transparency The center of floating window and the center of described image ball overlap, or the center of the default floating window and target image institute are in place The center put overlaps；Alternatively,
    3rd display module, for the transparency of target image to be arranged to default transparency, and by the target after setting Image carries out suspension and shows, the size of the target image is more than the ruler of the image shown at remaining position of described image ball It is very little；
    Wherein, the target image is that the image of the center position positioned at described image ball or user select on described image ball The image selected.
  31. 31. the device according to claim 17 or 30, it is characterised in that described device further includes：
    The acquisition module, for obtaining the related information of target image；
    4th display module, for including presetting in display area the related information the second of current page.
  32. 32. device according to claim 31, it is characterised in that every image in multiple described images is corresponding with least One tag along sort, the related information include at least one tag along sort corresponding to the target image；
    Described device further includes：
    Jump module, detects to being shown at least one tag along sort in the described second default display area for working as During the selection operation of any tag along sort A, the two level page is jumped to；
    5th display module, for showing corresponding at least one tag along sort in multiple described images in the two level page In include the image of the tag along sort A.
  33. 33. a kind of image display device, it is characterised in that described device includes：
    Processor；
    For storing the memory of processor-executable instruction；
    Wherein, the processor is configured as the step of any one method described in claim 1-16.
  34. 34. a kind of computer-readable recording medium, instruction is stored with the computer-readable recording medium, it is characterised in that The step of any one method described in claim 1-16 is realized when described instruction is executed by processor.
CN201711376442.6A 2017-12-19 2017-12-19 Image display method, image display device and computer-readable storage medium Active CN108009273B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201711376442.6A CN108009273B (en) 2017-12-19 2017-12-19 Image display method, image display device and computer-readable storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201711376442.6A CN108009273B (en) 2017-12-19 2017-12-19 Image display method, image display device and computer-readable storage medium

Publications (2)

Publication Number Publication Date
CN108009273A true CN108009273A (en) 2018-05-08
CN108009273B CN108009273B (en) 2021-12-14

Family

ID=62060032

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201711376442.6A Active CN108009273B (en) 2017-12-19 2017-12-19 Image display method, image display device and computer-readable storage medium

Country Status (1)

Country Link
CN (1) CN108009273B (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109829069A (en) * 2018-12-28 2019-05-31 广州华多网络科技有限公司 Image audit processing method, device, electronic equipment and storage medium
CN109977247A (en) * 2019-03-27 2019-07-05 联想(北京)有限公司 Image processing method and image processing apparatus
CN111158554A (en) * 2019-12-31 2020-05-15 联想(北京)有限公司 Image display method, electronic equipment and image display system

Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101017570A (en) * 2006-02-06 2007-08-15 奥林巴斯映像株式会社 Image combining apparatus and image combining method
CN101510978A (en) * 2008-02-13 2009-08-19 索尼株式会社 Image display apparatus, image display method, program, and record medium
CN101902578A (en) * 2009-05-26 2010-12-01 三洋电机株式会社 Image-reproducing means and filming apparatus
CN103460129A (en) * 2012-01-03 2013-12-18 孔亮 Three dimensional display system
CN104978146A (en) * 2015-06-30 2015-10-14 广东欧珀移动通信有限公司 Image operation method and mobile terminal
CN105163158A (en) * 2015-08-05 2015-12-16 北京奇艺世纪科技有限公司 Image processing method and device
US9258566B1 (en) * 2014-07-17 2016-02-09 Yahoo! Inc. System and method of spherical image compression
CN105741233A (en) * 2016-01-27 2016-07-06 桂林长海发展有限责任公司 Spherical mosaic method and system of video image
CN105809701A (en) * 2016-03-25 2016-07-27 成都易瞳科技有限公司 Panorama video posture calibrating method
CN107230180A (en) * 2016-10-10 2017-10-03 华为技术有限公司 A kind of mapping method of panoramic picture, device and equipment
CN107438813A (en) * 2015-05-27 2017-12-05 谷歌公司 Including the leader's method, apparatus investigated for virtual reality and the system for participating in method, apparatus

Patent Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101017570A (en) * 2006-02-06 2007-08-15 奥林巴斯映像株式会社 Image combining apparatus and image combining method
CN101510978A (en) * 2008-02-13 2009-08-19 索尼株式会社 Image display apparatus, image display method, program, and record medium
CN101902578A (en) * 2009-05-26 2010-12-01 三洋电机株式会社 Image-reproducing means and filming apparatus
CN103460129A (en) * 2012-01-03 2013-12-18 孔亮 Three dimensional display system
US9258566B1 (en) * 2014-07-17 2016-02-09 Yahoo! Inc. System and method of spherical image compression
CN107438813A (en) * 2015-05-27 2017-12-05 谷歌公司 Including the leader's method, apparatus investigated for virtual reality and the system for participating in method, apparatus
CN104978146A (en) * 2015-06-30 2015-10-14 广东欧珀移动通信有限公司 Image operation method and mobile terminal
CN105163158A (en) * 2015-08-05 2015-12-16 北京奇艺世纪科技有限公司 Image processing method and device
CN105741233A (en) * 2016-01-27 2016-07-06 桂林长海发展有限责任公司 Spherical mosaic method and system of video image
CN105809701A (en) * 2016-03-25 2016-07-27 成都易瞳科技有限公司 Panorama video posture calibrating method
CN107230180A (en) * 2016-10-10 2017-10-03 华为技术有限公司 A kind of mapping method of panoramic picture, device and equipment

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
柳喆俊: ""基于纹理渲染与纹理映射的实时球幕图像生成方法"", 《艺术与设计(理论)》 *
段现银 等: ""平面屏式真三维立体显示的图像数据生成方法"", 《山东大学学报(工学版)》 *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109829069A (en) * 2018-12-28 2019-05-31 广州华多网络科技有限公司 Image audit processing method, device, electronic equipment and storage medium
CN109829069B (en) * 2018-12-28 2021-03-12 广州华多网络科技有限公司 Image auditing processing method and device, electronic equipment and storage medium
CN109977247A (en) * 2019-03-27 2019-07-05 联想(北京)有限公司 Image processing method and image processing apparatus
CN111158554A (en) * 2019-12-31 2020-05-15 联想(北京)有限公司 Image display method, electronic equipment and image display system

Also Published As

Publication number Publication date
CN108009273B (en) 2021-12-14

Similar Documents

Publication Publication Date Title
CN107341185A (en) The method and device of presentation of information
CN104182127B (en) icon moving method and device
CN103631768B (en) Collaboration data editor and processing system
CN104700353B (en) Image filters generation method and device
WO2019120068A1 (en) Thumbnail display control method and mobile terminal
CN107818180A (en) Video correlating method, image display method, device and storage medium
CN103853454B (en) Mobile terminal and its control method
CN103955481B (en) image display method and device
CN107239535A (en) Similar pictures search method and device
CN106055247A (en) Picture display device, method and mobile terminal
CN104111778B (en) Image display method and device
CN108664663A (en) Recommendation information display methods, device and storage medium
CN107492115A (en) The detection method and device of destination object
CN107209631A (en) User terminal and its method for displaying image for display image
CN109683763A (en) A kind of icon moving method and mobile terminal
CN109242931A (en) Method and apparatus for using image recognition placement of images
CN106295515A (en) Determine the method and device of human face region in image
CN108009273A (en) Method for displaying image, device and computer-readable recording medium
CN104991910B (en) Photograph album creation method and device
US11126336B2 (en) Dynamic street scene overlay
CN107729880A (en) Method for detecting human face and device
CN106485567A (en) Item recommendation method and device
CN107515669A (en) Display methods and device
CN108460817A (en) A kind of pattern splicing method and mobile terminal
CN106201275A (en) Snapshot is as processing method and processing device

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant