CN106055624A - Photo sorting method based on picture cluster and mobile terminal - Google Patents
Photo sorting method based on picture cluster and mobile terminal Download PDFInfo
- Publication number
- CN106055624A CN106055624A CN201610363571.0A CN201610363571A CN106055624A CN 106055624 A CN106055624 A CN 106055624A CN 201610363571 A CN201610363571 A CN 201610363571A CN 106055624 A CN106055624 A CN 106055624A
- Authority
- CN
- China
- Prior art keywords
- photo
- shooting
- group
- same
- mobile terminal
- 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.)
- Pending
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
- G06F16/51—Indexing; Data structures therefor; Storage structures
-
- 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
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/23—Clustering techniques
Abstract
The invention discloses a photo sorting method based on picture cluster and a mobile terminal. The method comprises following steps: classifying photos with the same shooting body and under the same scene based on image information of pictures as the same photo group; determining one cover photo for the above photo group; displaying photo groups corresponding in the form of only displaying the cover photo. The photo sorting method based on picture cluster and the mobile terminal have following beneficial effects: photos meeting the clustering condition can be found out from numerous photos for clustering and are displayed in a current photo album in the form of a single photo; without generating a new photo album, a specific theme photo album is kept intact and application efficiency of photo albums is increased and user's experience is improved; when a user clicks clustering photos, the photos can be formed to be filp cartoons in the form of automatic playing; and interesting effect is brought.
Description
Technical field
The present invention relates to mobile terminal control field, particularly relate to a kind of photo method for sorting based on picture cluster and shifting
Dynamic terminal.
Background technology
Return from journey, the similar photo shooting storage in user mobile phone is a lot, and Same Scene is in order to find out satisfied effect
Finally may select the most satisfied according to a lot, but for less than satisfaction, many times user is also not intended to delete
Removing, each each expression of each action is a memory, must delete some or some select difficulty, but
All keep and can seem the most in disorder, affecting the service efficiency of whole photograph album.
In the desktop end free pictures management instrument Picasa that Google produces, there is a recognition of face merit the most interesting
Can, it can scan and judge the face in photo, and all photos comprising face all will be by automatic cluster, it is possible to by user
Uniform Name, the photograph of the most all new warehouse-ins the most all can be according to this rule, and automatic clustering is to relevant position.
The method sorting out photo by the function of above-mentioned identification face at present, may only sort out face, multiple faces
Can produce again identification confusion when occurring, even if effectively identifying, the photo sorted out after identification is the most only according to face or scene simultaneously
Being grouped into respectively by photo one by one inside photograph album, obtain is the photograph album of multiple different themes, can not really solve user's hands
The problem that in machine, a large amount of photos of storage are in disorder, also needs to photograph album in turn and searches, the most very when turning over the photo once travelled
Trouble.
Summary of the invention
Present invention is primarily targeted at and propose a kind of photo method for sorting based on picture cluster and mobile terminal, it is intended to
Solve the photo of storage in mobile terminal and show in disorder problem.
For achieving the above object, a kind of mobile terminal that the present invention provides, including: image clustering unit and output unit,
Wherein,
Image clustering unit, for being classified as same according to picture image information by the photo of shooting main body same under Same Scene
One photo group；And determine a front cover photo for described photo group；
Output unit, for showing corresponding photo group with the form of only display cover photo.
Further, as the optional technical scheme of one, described image clustering unit, specifically for: carry out in shooting
In, the new photo every time shot for shooting unit, described new photo is compared, according to photo figure with existing photo
As the photo of shooting main body same under Same Scene is classified as same photo group by information；Or,
After shooting completes, when arbitrary photo is selected carry out clustering processing time, by remaining photo and selected photograph
Sheet is compared, and according to picture image information, the photo of shooting main body same under Same Scene is classified as same photo group；Or,
After shooting completes, for existing photo, according to picture image information by shooting main body same under Same Scene
Photo is classified as same photo group.
Further, in the case of photo is stored in the way of photograph album by mobile terminal:
Image clustering unit, for the image information according to the photo in same photograph album by main for shooting same under Same Scene
The photo of body is classified as same photo group.
Further, described picture image information, including: scene information and following at least one: shooting body position, bat
Take the photograph main body local identification information.
Further, shooting main body includes: personage or scenery；In the case of shooting main body is personage, shoot main body
Local identifies information, including: face information.
Further, described picture image information, also include: COLOR COMPOSITION THROUGH DISTRIBUTION.
Further, described image clustering unit, specifically for: in described photo group, arbitrarily select a photo conduct
Front cover photo；
Or,
Described mobile terminal, also includes: user input unit；
User input unit, chooses order for receiving for front cover photo；
Described image clustering unit, specifically for: choose photo corresponding to order as front cover photo using described.
Further, described output unit, it is additionally operable to the front cover photo of photo group is identified display.
Further, described mobile terminal, also include: time record unit and user input unit；Wherein,
Time record unit, for the shooting time of recording photograph when shooting photo；
Described image clustering unit, is additionally operable to arrange the photo in each photo group according to the priority of shooting time
Row；
User input unit, for receiving the play instruction for arbitrary photo group；
Described output unit, is additionally operable to based on described play instruction, suitable according to the arrangement of photo in described arbitrary photo group
Sequence is play continuously.
Further, described mobile terminal, including: user input unit；
User input unit, operates for receiving the manual editing for photo group；
Described image clustering unit, is additionally operable to increase the photo in corresponding photo group based on described manual editing operation
Add or delete.
Further, described mobile terminal, including: user input unit；
User input unit, for receiving the expansion idsplay order for arbitrary photo group；
Described output unit, is additionally operable to, based on described expansion idsplay order, open up photo in described arbitrary photo group
Open display.
Additionally, for achieving the above object, the present invention also proposes a kind of photo method for sorting based on picture cluster, including:
According to picture image information, the photo of shooting main body same under Same Scene is classified as same photo group；And be described
Photo group determines a front cover photo；
With the form of only display cover photo, corresponding photo group is shown.
Further, described according to picture image information, the photo of shooting main body same under Same Scene is classified as same photograph
Sheet group, including:
In shooting is carried out, for a new photo of shooting every time, described new photo is compared with existing photo,
According to picture image information, the photo of shooting main body same under Same Scene is classified as same photo group；Or,
After shooting completes, when arbitrary photo is selected carry out clustering processing time, by remaining photo and selected photograph
Sheet is compared, and according to picture image information, the photo of shooting main body same under Same Scene is classified as same photo group；Or,
After shooting completes, for existing photo, according to picture image information by shooting main body same under Same Scene
Photo is classified as same photo group.
Further, in the case of photo being stored in the way of photograph album:
The photo of shooting main body same under Same Scene is classified as same by the image information according to the photo in same photograph album
Photo group.
Further, described picture image information, including: scene information and following at least one: shooting body position, bat
Take the photograph main body local identification information.
Further, shooting main body includes: personage or scenery；In the case of shooting main body is personage, shoot main body
Local identifies information, including: face information.
Further, described picture image information, also include: COLOR COMPOSITION THROUGH DISTRIBUTION.
Further, described determine a front cover photo for described photo group, including: arbitrarily select in described photo group
One photo is as front cover photo；
Or,
Receive and choose order for front cover photo, choose photo corresponding to order as front cover photo using described.
Further, described method, also include: the front cover photo of photo group is identified display.
Further, described method, also include:
The shooting time of recording photograph when shooting photo；By the photo in each photo group according to the priority of shooting time
Arrange；
Receive the play instruction for arbitrary photo group；Based on described play instruction, shine according in described arbitrary photo group
Putting in order of sheet is play continuously.
Further, described method, also include:
Receive the manual editing for photo group to operate；Operate the photo in corresponding photo group based on described manual editing
Carry out increasing or deleting.
Further, described method, also include:
Receive the expansion idsplay order for arbitrary photo group；Based on described expansion idsplay order, to described arbitrary photo
In group, photo carries out launching display.
The photo method for sorting based on picture cluster of present invention proposition and mobile terminal, can be automatically from numerous photos
Find out and meet the photo of cluster condition and clustered, in the currently displayed photograph album of the form of a photo, not generate new
Photograph album, keeps the integrity of particular topic photograph album, also improves the service efficiency of photograph album, improve Consumer's Experience.When user's point
When hitting cluster photo, photo can play formation page turning animation automatically, brings delight effect very.
Accompanying drawing explanation
Fig. 1 is the hardware architecture diagram of the mobile terminal realizing each embodiment of the present invention；
Fig. 2 is the situation schematic diagram that the mobile terminal of mobile telephone of various embodiments of the present invention is held by a user；
Fig. 3 is the structural representation of the mobile terminal of the present invention first and third, four embodiment；
Fig. 4 is the structural representation of the mobile terminal of second embodiment of the invention；
Fig. 5 is the structural representation of the mobile terminal of the present invention the five, the six embodiment；
Fig. 6 is the structural representation of the mobile terminal of seventh embodiment of the invention；
Fig. 7 is the photo method for sorting flow chart based on picture cluster of eighth embodiment of the invention；
Fig. 8 is the photo method for sorting flow chart based on picture cluster of ninth embodiment of the invention；
Fig. 9 is the photo method for sorting flow chart based on picture cluster of tenth embodiment of the invention；
Figure 10 is the picture cluster display playing flow figure of fifteenth embodiment of the invention；
Figure 11 is the schematic diagram automatically generating photo group suggestion interface of fifteenth embodiment of the invention；
Figure 12 is the schematic diagram at the photo group displaying interface of fifteenth embodiment of the invention.
The realization of the object of the invention, functional characteristics and advantage will in conjunction with the embodiments, are described further referring to the drawings.
Detailed description of the invention
Should be appreciated that specific embodiment described herein, only in order to explain the present invention, is not intended to limit the present invention.
The mobile terminal realizing each embodiment of the present invention is described referring now to accompanying drawing.In follow-up description, use
For representing the suffix explanation only for the beneficially present invention of such as " module ", " parts " or " unit " of element, itself
Not specific meaning.Therefore, " module " can mixedly use with " parts ".
Mobile terminal can be implemented in a variety of manners.Such as, the terminal described in the present invention can include such as moving
Phone, smart phone, notebook computer, digit broadcasting receiver, PDA (personal digital assistant), PAD (panel computer), PMP
The mobile terminal of (portable media player), guider etc. and consolidating of such as numeral TV, desk computer etc.
Determine terminal.Hereinafter it is assumed that terminal is mobile terminal.However, it will be understood by those skilled in the art that, mobile except being used in particular for
Outside the element of purpose, structure according to the embodiment of the present invention can also apply to the terminal of fixed type.
Fig. 1 is the hardware configuration signal of the mobile terminal realizing each embodiment of the present invention.
Mobile terminal 100 can include A/V (audio/video) input block 120, user input unit 130, sensing unit
140, output unit 150, memorizer 160, interface unit 170 and controller 180 etc..Fig. 1 shows have various assembly
Mobile terminal, it should be understood that be not required for implementing all assemblies illustrated.Can alternatively implement more or less of
Assembly.Will be discussed in more detail below the element of mobile terminal.
A/V input block 120 is used for receiving audio or video signal.A/V input block 120 can include camera 121 He
Mike 122, the camera 121 static images to being obtained by image capture apparatus in Video Capture pattern or image capture mode
Or the view data of video processes.Picture frame after process may be displayed on display unit 151.Process through camera 121
After picture frame can be stored in memorizer 160 (or other storage medium), two can be provided according to the structure of mobile terminal
Individual or more polyphaser 121.
User input unit 130 can generate key input data to control each of mobile terminal according to the order of user's input
Plant operation.User input unit 130 allows user to input various types of information, and can include keyboard, metal dome, touch
Plate (such as, detection due to touched and cause resistance, pressure, the sensitive component of change of electric capacity etc.), roller, rocking bar etc.
Deng.Especially, when touch pad is superimposed upon on display unit 151 as a layer, touch screen can be formed.
Sensing unit 140 detects the current state of mobile terminal 100, (such as, mobile terminal 100 open or close shape
State), the position of mobile terminal 100, user is for the presence or absence of contact (that is, touch input) of mobile terminal 100, mobile terminal
Orientation, the acceleration or deceleration of mobile terminal 100 of 100 move and direction etc., and generate for controlling mobile terminal 100
The order of operation or signal.Such as, when mobile terminal 100 is embodied as sliding-type mobile phone, sensing unit 140 can sense
This sliding-type phone opens or cuts out.It addition, sensing unit 140 can detect interface unit 170 whether with external device (ED)
Couple.
Interface unit 170 is used as at least one external device (ED) and is connected, with mobile terminal 100, the interface that can pass through.Such as,
External device (ED) can include wired or wireless head-band earphone port, external power source (or battery charger) port, wired or nothing
Line FPDP, memory card port, for connect have the port of device of identification module, audio frequency input/output (I/O) end
Mouth, video i/o port, ear port etc..Identification module can be that storage is for verifying that user uses each of mobile terminal 100
Kind of information and subscriber identification module can be included
(UIM), client identification module (SIM), Universal Subscriber identification module (USIM) etc..It addition, have identification module
Device (hereinafter referred to as " identify device ") can be to take the form of smart card, therefore, identify device can via port or its
Its attachment means is connected with mobile terminal 100.Interface unit 170 may be used for input (such as, the number received from external device (ED)
It is believed that breath, electric power etc.) and one or more elements that the input received is transferred in mobile terminal 100 or permissible
For transmitting data between mobile terminal and external device (ED).
It addition, when mobile terminal 100 is connected with external base, interface unit 170 can serve as allowing electricity by it
Power provides the path of mobile terminal 100 from base or can serve as allowing from the various command signals of base input by it
It is transferred to the path of mobile terminal.May serve as identifying that mobile terminal is from various command signals or the electric power of base input
The no signal being accurately fitted within base.Output unit 150 is configured to provide defeated with vision, audio frequency and/or tactile manner
Go out signal (such as, audio signal, video signal, alarm signal, vibration signal etc.).
Output unit 150 can include display unit 151 etc..
Display unit 151 may be displayed on the information processed in mobile terminal 100.Such as, it is in electricity when mobile terminal 100
During words call mode, display unit 151 can show and call or other (such as, text messaging, multimedia file that communicate
Download etc.) relevant user interface (UI) or graphic user interface (GUI).When mobile terminal 100 is in video calling pattern
Or during image capture mode, display unit 151 can show image and/or the image of reception of capture, illustrate video or figure
UI or GUI of picture and correlation function etc..
Meanwhile, when display unit 151 and touch pad the most superposed on one another with formed touch screen time, display unit
151 can serve as input equipment and output device.Display unit 151 can include liquid crystal display (LCD), thin film transistor (TFT)
In LCD (TFT-LCD), Organic Light Emitting Diode (OLED) display, flexible display, three-dimensional (3D) display etc. at least
A kind of.Some in these display may be constructed such that transparence is watched from outside with permission user, and this is properly termed as transparent
Display, typical transparent display can for example, TOLED (transparent organic light emitting diode) display etc..According to specific
The embodiment wanted, mobile terminal 100 can include two or more display units (or other display device), such as, move
Dynamic terminal can include outernal display unit (not shown) and inner display unit (not shown).Touch screen can be used for detection and touches
Input pressure and touch input position and touch input area.
Memorizer 160 can store the process performed by controller 180 and the software program controlling operation etc., or can
Temporarily to store the data (such as, telephone directory, message, still image, video etc.) that oneself maybe will export through output.And
And, memorizer 160 can with storage about when touch be applied to touch screen time the vibration of various modes of output and audio signal
Data.
Memorizer 160 can include that the storage medium of at least one type, described storage medium include flash memory, hard disk, many
Media card, card-type memorizer (such as, SD or DX memorizer etc.), random access storage device (RAM), static random-access store
Device (SRAM), read only memory (ROM), Electrically Erasable Read Only Memory (EEPROM), programmable read only memory
(PROM), magnetic storage, disk, CD etc..And, mobile terminal 100 can be connected execution memorizer with by network
The network storage device cooperation of the storage function of 160.
Controller 180 generally controls the overall operation of mobile terminal.Such as, controller 180 performs and voice call, data
Control that communication, video calling etc. are relevant and process.It addition, controller 180 can include for reproducing (or playback) many matchmakers
The multi-media module 181 of volume data, multi-media module 181 can construct in controller 180, or it is so structured that with control
Device 180 separates.Controller 180 can perform pattern recognition process, with the handwriting input that will perform on the touchscreen or picture
Draw input and be identified as character or image.
Various embodiment described herein can be to use such as computer software, hardware or its any combination of calculating
Machine computer-readable recording medium is implemented.Implementing for hardware, embodiment described herein can be by using application-specific IC
(ASIC), digital signal processor (DSP), digital signal processing device (DSPD), programmable logic device (PLD), scene can
Program gate array (FPGA), processor, controller, microcontroller, microprocessor, be designed to perform function described herein
At least one in electronic unit is implemented, and in some cases, such embodiment can be implemented in controller 180.
Software is implemented, the embodiment of such as process or function can with allow to perform the single of at least one function or operation
Software module is implemented.Software code can be come by the software application (or program) write with any suitable programming language
Implementing, software code can be stored in memorizer 160 and be performed by controller 180.
So far, oneself is through describing mobile terminal according to its function.Below, for the sake of brevity, will describe such as folded form,
Slide type mobile terminal in various types of mobile terminals of board-type, oscillating-type, slide type mobile terminal etc. is as showing
Example.Therefore, the present invention can be applied to any kind of mobile terminal, and is not limited to slide type mobile terminal.
As a example by mobile terminal of mobile telephone, user grips the situation of mobile terminal as shown in Figure 2.
Based on above-mentioned mobile terminal hardware configuration and communication system, each embodiment of the inventive method is proposed.
As it is shown on figure 3, first embodiment of the invention proposes a kind of mobile terminal, including: image clustering unit 200 and output
Unit 150, wherein, image clustering unit 200 is contained in controller 180.
1) image clustering unit 200, is used for the photo of shooting main body same under Same Scene according to picture image information
It is classified as same photo group；And determine a front cover photo for described photo group；Each photo group includes the photograph setting more than quantity
Sheet, such as: the photo of more than two can form a photo group, and cannot become a photo group less than two photos.
Shooting main body includes: personage or scenery.
It should be noted that in all embodiments of the invention, the photo of shooting main body same under Same Scene is classified as
During same photo group, it is not the storage carrying out photo for the newly-built corresponding file of these photo groups or photograph album, but is protecting
In the case of holding photo storage invariant position itself, photo is clustered the cluster index obtained or cluster reflection,
User can carry out preview and broadcasting to photo by this cluster index or cluster reflection.
2) output unit 150, for showing corresponding photo group with the form of only display cover photo.
Optionally, in the present embodiment, image clustering unit 200 is used for:
For the existing photo after having shot, when arbitrary photo is selected carry out clustering processing time, by remaining photo
Compare with selected photo, according to picture image information, the photo of shooting main body same under Same Scene is classified as same
Photo group, if selected photo is not included into arbitrary group, then the photo that this is selected is still individually shown by output unit；Or
Person,
For the existing photo after having shot, according to picture image information by the photograph of shooting main body same under Same Scene
Sheet is classified as same photo group, if there being photo not to be included into arbitrary group, then these are still not located at the photo of arbitrary group by output unit
Individually display.
In the present embodiment, optionally, described picture image information, including: scene information and following at least one: shooting is main
Body position, shooting main body local identify information.In the case of shooting main body is personage, shooting main body local identifies that information is behaved
Face information, shooting body position is character positions.
The image clustering unit 200 of the mobile terminal of the present embodiment is when carrying out photo array cluster, first according to scene
Information can substantially judge the photo of shooting under Same Scene, then based on shooting position and/or the people of main body such as personage
These photos are clustered by thing facial information the most accurately such that it is able to by the photo array of same personage under unified scene
Out cluster.
Image clustering unit 200 is used for: arbitrarily select a photo as front cover photo in described photo group.
As shown in Figure 4, second embodiment of the invention proposes a kind of mobile terminal, including: image clustering unit 200, output
Unit 150 and shooting unit 300, wherein, image clustering unit 200 is contained in controller 180.Shooting unit 300 is i.e. used
Camera 121 in the A/V input block 120 of mobile terminal.
1) shooting unit 300, is used for shooting photo；
2) image clustering unit 200, specifically for: in shooting is carried out, every time shot for shooting unit 300
New photo, compares described new photo with existing photo, according to picture image information by main for shooting same under Same Scene
The photo of body is classified as same photo group, if described new photo is not included into arbitrary group, then output unit 150 is by independent for described new photo
Display.
3) output unit 150, for showing corresponding photo group with the form of only display cover photo.
As it is shown on figure 3, third embodiment of the invention proposes a kind of mobile terminal, including: image clustering unit 200 and output
Unit 150, wherein, image clustering unit 200 is contained in controller 180.
1) image clustering unit 200, in the case of photo is stored in the way of photograph album by mobile terminal: root
According to the image information of the photo in same photograph album, the photo of shooting main body same under Same Scene is classified as same photo group.
Photo will be clustered, such as in same photograph album by the present embodiment: by with set up that once travels
When photograph album clusters, the photo after photo clusters can't be assigned to the photograph album of different themes as prior art
In, therefore user searches with the most once travelling captured photo without photograph album in turn so that the lookup of photo is very convenient,
In order.
2) output unit 150, for showing corresponding photo group with the form of only display cover photo.
As it is shown on figure 3, fourth embodiment of the invention proposes a kind of mobile terminal, including: image clustering unit 200 and output
Unit 150, the present embodiment is roughly the same with first embodiment, and difference is: described picture image information, also includes: color divides
Cloth.
Concrete, image clustering unit 200 according to the picture image information of one of following three kinds of combinations by under Same Scene
The photo of same shooting main body is classified as same photo group；
1) scene information, COLOR COMPOSITION THROUGH DISTRIBUTION and shooting body position.
2) scene information, COLOR COMPOSITION THROUGH DISTRIBUTION and shooting main body local identify information.
3) scene information, COLOR COMPOSITION THROUGH DISTRIBUTION, shooting body position and shooting main body local identify information.
Shooting main body includes: personage or scenery；In the case of shooting main body is personage, shooting main body local identifies letter
Breath is face information, and shooting body position is character positions.
The present embodiment is in first embodiment reference ... on the basis of carrying out photo cluster, referring also to COLOR COMPOSITION THROUGH DISTRIBUTION, i.e.
The distribution of color situation of photo, so can obtain photo cluster result more accurately, because the COLOR COMPOSITION THROUGH DISTRIBUTION of photo can
Reflecting that photo is the most real under Same Scene, for outdoor scene, the difference of the time of shooting also results in color
Distribution difference, can also be classified as a class by the photo captured by the same period in conjunction with COLOR COMPOSITION THROUGH DISTRIBUTION.
As it is shown in figure 5, fifth embodiment of the invention provides a kind of mobile terminal, including: image clustering unit 200, output
Unit 150 and user input unit 400, the present embodiment is roughly the same with first embodiment, and difference is: the movement of the present embodiment
Terminal also includes user input unit 400, and image clustering unit 200 is when for photo group selection front cover photo, needs basis
The demand of user selects, concrete,
User input unit 400, chooses order for receiving for front cover photo；
Image clustering unit 200, specifically for: choose photo corresponding to order as front cover photo using described.
Optionally, output unit 150, it is additionally operable to the front cover photo of photo group is identified display.Such as: represent
The upper left corner of one front cover photo of photo group shows a photo group mark set, and makes user arrive this photo group mark at a glance
Just can know that this front cover photo is not a photo of individually display, but represent a photo group.
In the present embodiment, described mobile terminal can also further support the displaying function to photo group, concrete:
User input unit 400, is additionally operable to receive the expansion idsplay order for arbitrary photo group；
Output unit 150, is additionally operable to, based on described expansion idsplay order, launch photo in described arbitrary photo group
Display.
As it is shown in figure 5, sixth embodiment of the invention provides a kind of mobile terminal, including: including: image clustering unit 200,
Output unit 150 and user input unit 400, the present embodiment and the 5th embodiment are roughly the same, and difference is: the present embodiment
Described mobile terminal also supports that user generates suggestion for the photo group automatically generated or the photo group automatically provided and carries out hands
Dynamic edit operation, such as: photo group that user automatically generates for mobile terminal or automatically have is not satisfied with, or to shifting
It is dissatisfied that the photo group that dynamic terminal is given automatically generates suggestion, can delete the photo in photo group or increase, tool
Body:
User input unit 400, operates for receiving the manual editing for photo group；
Image clustering unit 200, is additionally operable to increase the photo in corresponding photo group based on described manual editing operation
Add or delete.
As shown in Figure 6, seventh embodiment of the invention provides a kind of mobile terminal, including: image clustering unit 200, output
Unit 150, user input unit 400 and time record unit 500, the present embodiment is roughly the same with first embodiment, distinguishes
In: the mobile terminal of the present embodiment also includes user input unit 400 and time record unit 500, the mobile end of the present embodiment
End group photo in said units can realize photo group is play continuously, concrete:
Time record unit 500, for the shooting time of recording photograph when shooting photo；
Image clustering unit 200, is additionally operable to arrange the photo in each photo group according to the priority of shooting time；
User input unit 400, for receiving the play instruction for arbitrary photo group；
Output unit 150, is additionally operable to based on described play instruction, according to the putting in order of photo in described arbitrary photo group
Play continuously.
As it is shown in fig. 7, eighth embodiment of the invention provides a kind of photo method for sorting based on picture cluster, including following
Step:
Step S101, is classified as same photo according to picture image information by the photo of shooting main body same under Same Scene
Group；And determine a front cover photo for described photo group；Each photo group includes setting photo more than quantity, such as two with
On photo can form a photo group, and a photo group cannot be become less than two photos.Such as: more than two
Photo can form a photo group, and cannot become a photo group less than two photos.Shooting main body includes: Ren Wuhuo
Person's scenery.
Step S102, shows corresponding photo group with the form of only display cover photo.
Optionally, in step S101, described according to picture image information by the photograph of shooting main body same under Same Scene
Sheet is classified as same photo group, including:
For the existing photo after having shot, when arbitrary photo is selected carry out clustering processing time, by remaining photo
Compare with selected photo, according to picture image information, the photo of shooting main body same under Same Scene is classified as same
Photo group, if selected photo is not included into arbitrary group, then the photo that this is selected is still individually shown by output unit；Or
Person,
For the existing photo after having shot, according to picture image information by the photograph of shooting main body same under Same Scene
Sheet is classified as same photo group, if there being photo not to be included into arbitrary group, then these are still not located at the photo of arbitrary group by output unit
Individually display.
In the present embodiment, optionally, described picture image information, including: scene information and following at least one: shooting is main
Body position, shooting main body local identify information.In the case of shooting main body is personage, shooting main body local identifies that information is behaved
Face information, shooting body position is character positions.
In step S101, described determine a front cover photo for described photo group, including: in described photo group arbitrarily
Select a photo as front cover photo.
As shown in Figure 8, ninth embodiment of the invention proposes a kind of photo method for sorting based on picture cluster, including following
Step:
Step S201, shoots photo；
Step S202, in shooting is carried out, for a new photo of shooting every time, by described new photo and existing photo
Compare, according to picture image information, the photo of shooting main body same under Same Scene is classified as same photo group.If it is described
New photo is not included into arbitrary group, then described new photo individually shown；
Step S203, shows corresponding photo group with the form of only display cover photo.
As it is shown in figure 9, tenth embodiment of the invention proposes a kind of photo method for sorting based on picture cluster, including following
Step:
Step S301, in the case of storing photo: according to the photo in same photograph album in the way of photograph album
The photo of shooting main body same under Same Scene is classified as same photo group by image information.
Step S302, shows corresponding photo group with the form of only display cover photo.
Eleventh embodiment of the invention proposes a kind of photo method for sorting based on picture cluster, and the present embodiment and the 8th is in fact
Executing example roughly the same, difference is: described picture image information, also includes: COLOR COMPOSITION THROUGH DISTRIBUTION.
Concrete, in step S101, it is that the picture image information according to one of following three kinds of combinations is by under Same Scene
The photo of same shooting main body is classified as same photo group；
1) scene information, COLOR COMPOSITION THROUGH DISTRIBUTION and shooting body position.
2) scene information, COLOR COMPOSITION THROUGH DISTRIBUTION and shooting main body local identify information.
3) scene information, COLOR COMPOSITION THROUGH DISTRIBUTION, shooting body position and shooting main body local identify information.
Shooting main body includes: personage or scenery；In the case of shooting main body is personage, shooting main body local identifies letter
Breath is face information, and shooting body position is character positions.
Twelveth embodiment of the invention proposes a kind of photo method for sorting based on picture cluster, and the present embodiment and the 8th is in fact
Executing example roughly the same, difference is:
The described of the present embodiment determines a front cover photo for described photo group, including:
Receive and choose order for front cover photo, choose photo corresponding to order as front cover photo using described.
Optionally, the described method of the present embodiment, also include: the front cover photo of photo group is identified display.Such as:
Show a photo group mark set in the upper left corner of the front cover photo that represent photo group, make user arrive this photograph at a glance
Sheet group mark just can know that this front cover photo is not a photo of individually display, but represents a photo group.
In the present embodiment, described method can further include the displaying flow process to photo group, concrete, described side
Method, also includes:
Receive the expansion idsplay order for arbitrary photo group；Based on described expansion idsplay order, to described arbitrary photo
In group, photo carries out launching display.
Thriteenth embodiment of the invention proposes a kind of photo method for sorting based on picture cluster, the present embodiment and the 12nd
Embodiment is roughly the same, and difference is: the described method of the present embodiment also include user for the photo group automatically generated or
Automatically the photo group be given generates suggestion and carries out the flow process of manual editing's operation, such as: user automatically generates for mobile terminal
Photo group or automatically have be not satisfied with, or the photo group that mobile terminal is given automatically to generate suggestion dissatisfied, can
The photo in photo group is deleted or increases, concrete:
Described method, also includes:
Receive the manual editing for photo group to operate；Operate the photo in corresponding photo group based on described manual editing
Carry out increasing or deleting.
Fourteenth embodiment of the invention proposes a kind of photo method for sorting based on picture cluster, and the present embodiment and the 8th is in fact
Executing example roughly the same, difference is: the described method of the present embodiment also includes realizing the stream that the photo in photo group is play continuously
Journey is concrete:
Described method, also includes:
The shooting time of recording photograph when shooting photo；By the photo in each photo group according to the priority of shooting time
Arrange；
Receive the play instruction for arbitrary photo group；Based on described play instruction, shine according in described arbitrary photo group
Putting in order of sheet is play continuously.
Fifteenth embodiment of the invention, introduces a typical application scenarios, and little Mei graduation travelling is returned, in travelling she and
Companion has gone to a lot of city, and many photos have all been taken in everywhere, and she has built a photograph album for each city.But each photograph album
In similar photo or a lot, be much filled the pictures taken anticipated to take one morely, but these photos have the medium and small prunus mume (sieb.) sieb.et zucc. of shooting process
Various performances and action, be good at helping little Mei to recall sight at that time, deletes tangible unfortunate, but does not delete and feel
It is very mixed and disorderly.Photo the function of convergence during at this time little Mei has remembered photograph album, she click on photo cluster option, system is automatically for her
Generating several photo group, little Mei have selected wherein two groups, have selected oneself the most satisfied photo and becomes as front cover, moment photograph album
Neatly get up, and click on that two groups of photos, can automatically play again, continuous print page turning makes expression and action all link up
Coming, as little animation, travelling sight at that time emerges out again, and what little Mei can not help has laughed at.
As shown in Figure 10, based on above embodiment, technical scheme is applied and is typically applied at above-mentioned this
During scene, mainly include below scheme:
Step 1, user opens photo the function of convergence on mobile terminals.
Step 2, carries out similar photo array, according to picture image information determine whether more than three belong to same field
The photo of same personage under scape, the most then perform step 3, otherwise continue executing with step 2 and carry out photo array, until all photographs
Sheet identification is complete；And determine a front cover photo for described photo group；
Step 3, is classified as the described photo of more than three same photo group, i.e. carries out similar photo cluster.
Concrete, former photograph album is formed a photo group, accounts for the position of a photo.
Step 4, is ranked up the photo in photo group according to the sequence of photo opporunity order, ensures action in photo as far as possible
Seriality with expression.
Step 5, enters photo group user's editing interface, concrete, for the photo in same photograph album, and may after cluster
Going into the suggestion of several groups of photo groups (as shown in figure 11), system can choose whether to generate this for user with the form of transversely arranged group
Group photo, determines that the photo group of generation user can carry out manual editing successively.User can manually select " front cover photo ", selected
Photo move first, photo of group, as the display photos of reorganization, rear photo is in order from the most then moving arrangement.Can also be manually
Other photos in equipment are added photo group, or removal photo group, or key release photo group.
Step 6, generates photo group.
Checking photo in photograph album, photo group shows with first photo, and normal photo browses and indistinction, photo upper left
Identify as shown in figure 12 added with photo group.
Step 7, clicks on and plays photo group.Concrete, click on photo group front cover photo, photo group autoslide is play,
Broadcasting speed is predeterminable, and automatic playing process makes photo be played out as page turning animation.
Step 8, it is judged that play whether click photo operation in way, the most then launch photo group, perform step 5, user
Photo can be carried out editing and processing, otherwise, flow process terminates.
The mobile terminal of the embodiment of the present invention and described photo method for sorting based on picture cluster, in conjunction with recognition of face,
Background Recognition, color recognition, and shooting time reference, by same personage, multiple similar photos cluster of Same Scene shooting.
After cluster, multiple pictures synthesizes one group in former photograph album, occupies the position of a photo, does not generate new photograph album, keeps current phase
Volume the most easy-to-use.When checking photo, clicking on photo, photo i.e. Automatic continuous stirs, and stirs speed according to User Defined, battalion
Make the interesting effect of page turning animation.Also can whole group of expansion, single photo is carried out select operation.
It should be noted that in this article, term " includes ", " comprising " or its any other variant are intended to non-row
Comprising of his property, so that include that the process of a series of key element, method, article or device not only include those key elements, and
And also include other key elements being not expressly set out, or also include intrinsic for this process, method, article or device
Key element.In the case of there is no more restriction, statement " including ... " key element limited, it is not excluded that including this
The process of key element, method, article or device there is also other identical element.
The invention described above embodiment sequence number, just to describing, does not represent the quality of embodiment.
Through the above description of the embodiments, those skilled in the art is it can be understood that arrive above-described embodiment side
Method can add the mode of required general hardware platform by software and realize, naturally it is also possible to by hardware, but a lot of in the case of
The former is more preferably embodiment.Based on such understanding, prior art is done by technical scheme the most in other words
The part going out contribution can embody with the form of software product, and this computer software product is stored in a storage medium
In (such as ROM/RAM, magnetic disc, CD), including some instructions with so that a station terminal equipment (can be mobile phone, computer, take
Business device, air-conditioner, or the network equipment etc.) perform the method described in each embodiment of the present invention.
These are only the preferred embodiments of the present invention, not thereby limit the scope of the claims of the present invention, every utilize this
Equivalent structure or equivalence flow process that bright description and accompanying drawing content are made convert, or are directly or indirectly used in other relevant skills
Art field, is the most in like manner included in the scope of patent protection of the present invention.
Claims (12)
1. a mobile terminal, it is characterised in that described mobile terminal includes: image clustering unit and output unit, wherein,
Image clustering unit, for being classified as same photograph according to picture image information by the photo of shooting main body same under Same Scene
Sheet group；And determine a front cover photo for described photo group；
Output unit, for showing corresponding photo group with the form of only display cover photo.
2. mobile terminal as claimed in claim 1, it is characterised in that
Described image clustering unit, specifically for: in shooting is carried out, the new photo every time shot for shooting unit,
Described new photo is compared, according to picture image information by the photo of shooting main body same under Same Scene with existing photo
It is classified as same photo group；Or,
After shooting completes, when arbitrary photo is selected carry out clustering processing time, remaining photo is entered with selected photo
Row comparison, is classified as same photo group according to picture image information by the photo of shooting main body same under Same Scene；Or,
After shooting completes, for existing photo, according to picture image information by the photo of shooting main body same under Same Scene
It is classified as same photo group.
3. mobile terminal as claimed in claim 1, it is characterised in that in the way of photograph album, photo is deposited at mobile terminal
In the case of storage:
Image clustering unit, is used for the image information according to the photo in same photograph album by shooting main body same under Same Scene
Photo is classified as same photo group.
4. mobile terminal as claimed in claim 1, it is characterised in that described picture image information, including: scene information and with
Lower at least one: shooting body position, shooting main body local identify information；
Or,
Scene information, COLOR COMPOSITION THROUGH DISTRIBUTION and following at least one: shooting body position, shooting main body local identify information.
5. mobile terminal as claimed in claim 1, it is characterised in that described output unit, is additionally operable to the front cover to photo group
Photo is identified display.
6. mobile terminal as claimed in claim 1, it is characterised in that described mobile terminal, also includes: time record unit and
User input unit；Wherein,
Time record unit, for the shooting time of recording photograph when shooting photo；
Described image clustering unit, is additionally operable to arrange the photo in each photo group according to the priority of shooting time；
User input unit, for receiving the play instruction for arbitrary photo group；
Described output unit, is additionally operable to based on described play instruction, according in described arbitrary photo group photo put in order into
Row is play continuously.
7. a photo method for sorting based on picture cluster, it is characterised in that including:
According to picture image information, the photo of shooting main body same under Same Scene is classified as same photo group；And be described photo
Group determines a front cover photo；
With the form of only display cover photo, corresponding photo group is shown.
8. method as claimed in claim 7, it is characterised in that described according to picture image information by bat same under Same Scene
The photo taking the photograph main body is classified as same photo group, including:
In shooting is carried out, for a new photo of shooting every time, described new photo is compared with existing photo, according to
The photo of shooting main body same under Same Scene is classified as same photo group by picture image information；Or,
After shooting completes, when arbitrary photo is selected carry out clustering processing time, remaining photo is entered with selected photo
Row comparison, is classified as same photo group according to picture image information by the photo of shooting main body same under Same Scene；Or,
After shooting completes, for existing photo, according to picture image information by the photo of shooting main body same under Same Scene
It is classified as same photo group.
9. method as claimed in claim 7, it is characterised in that in the case of photo being stored in the way of photograph album:
The photo of shooting main body same under Same Scene is classified as same photo by the image information according to the photo in same photograph album
Group.
10. method as claimed in claim 7, it is characterised in that described picture image information, including: scene information and following
At least one: shooting body position, shooting main body local identify information；
Or,
Scene information, COLOR COMPOSITION THROUGH DISTRIBUTION and following at least one: shooting body position, shooting main body local identify information.
11. methods as claimed in claim 7, it is characterised in that described method, also include: enter the front cover photo of photo group
Line identifier shows.
12. methods as claimed in claim 7, it is characterised in that described method, also include:
The shooting time of recording photograph when shooting photo；Photo in each photo group is carried out according to the priority of shooting time
Arrangement；
Receive the play instruction for arbitrary photo group；Based on described play instruction, according to photo in described arbitrary photo group
Put in order and play continuously.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610363571.0A CN106055624A (en) | 2016-05-26 | 2016-05-26 | Photo sorting method based on picture cluster and mobile terminal |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610363571.0A CN106055624A (en) | 2016-05-26 | 2016-05-26 | Photo sorting method based on picture cluster and mobile terminal |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN106055624A true CN106055624A (en) | 2016-10-26 |
Family
ID=57176102
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610363571.0A Pending CN106055624A (en) | 2016-05-26 | 2016-05-26 | Photo sorting method based on picture cluster and mobile terminal |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN106055624A (en) |
Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106844696A (en) * | 2017-01-25 | 2017-06-13 | 努比亚技术有限公司 | A kind of photo memory management method and device |
| CN107133352A (en) * | 2017-05-24 | 2017-09-05 | 北京小米移动软件有限公司 | Photo display methods and device |
| CN108228852A (en) * | 2018-01-10 | 2018-06-29 | 上海展扬通信技术有限公司 | The method, apparatus and computer readable storage medium of electron album cover generation |
| WO2018152822A1 (en) * | 2017-02-25 | 2018-08-30 | 华为技术有限公司 | Method and device for generating album, and mobile terminal |
| WO2019109245A1 (en) * | 2017-12-05 | 2019-06-13 | 华为技术有限公司 | Method and device for displaying story album |
| CN110096605A (en) * | 2019-04-26 | 2019-08-06 | 北京迈格威科技有限公司 | Image processing method and device, electronic equipment, storage medium |
| CN110393008A (en) * | 2017-03-31 | 2019-10-29 | 本田技研工业株式会社 | Photograph album generating means, photograph album generate system and album creating method |
| CN112395037A (en) * | 2020-12-07 | 2021-02-23 | 深圳云天励飞技术股份有限公司 | Dynamic cover selection method and device, electronic equipment and storage medium |
| CN112492199A (en) * | 2020-11-24 | 2021-03-12 | 维沃移动通信有限公司 | Photographing method and device and electronic equipment |
| CN112650873A (en) * | 2020-12-18 | 2021-04-13 | 新疆爱华盈通信息技术有限公司 | Method and system for realizing intelligent photo album, electronic device and storage medium |
| CN114036424A (en) * | 2021-11-22 | 2022-02-11 | 北京字跳网络技术有限公司 | Method, device, equipment, storage medium and program product for displaying species information |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20040208365A1 (en) * | 2003-04-15 | 2004-10-21 | Loui Alexander C. | Method for automatically classifying images into events |
| US6857131B1 (en) * | 1996-12-25 | 2005-02-15 | Hitachi, Ltd. | Method and apparatus for displaying an image and data related to the image conditioned on user identifier |
| CN102737089A (en) * | 2011-04-08 | 2012-10-17 | 索尼公司 | Information processing apparatus and information processing method |
| CN103310005A (en) * | 2013-06-28 | 2013-09-18 | 北京小米科技有限责任公司 | Thumbnail display method and device |
| CN104408428A (en) * | 2014-11-28 | 2015-03-11 | 东莞宇龙通信科技有限公司 | Processing method and device for same-scene photos |
-
2016
- 2016-05-26 CN CN201610363571.0A patent/CN106055624A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6857131B1 (en) * | 1996-12-25 | 2005-02-15 | Hitachi, Ltd. | Method and apparatus for displaying an image and data related to the image conditioned on user identifier |
| US20040208365A1 (en) * | 2003-04-15 | 2004-10-21 | Loui Alexander C. | Method for automatically classifying images into events |
| CN102737089A (en) * | 2011-04-08 | 2012-10-17 | 索尼公司 | Information processing apparatus and information processing method |
| CN103310005A (en) * | 2013-06-28 | 2013-09-18 | 北京小米科技有限责任公司 | Thumbnail display method and device |
| CN104408428A (en) * | 2014-11-28 | 2015-03-11 | 东莞宇龙通信科技有限公司 | Processing method and device for same-scene photos |
Cited By (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106844696A (en) * | 2017-01-25 | 2017-06-13 | 努比亚技术有限公司 | A kind of photo memory management method and device |
| CN110337646A (en) * | 2017-02-25 | 2019-10-15 | 华为技术有限公司 | A kind of method, apparatus and mobile terminal generating photograph album |
| WO2018152822A1 (en) * | 2017-02-25 | 2018-08-30 | 华为技术有限公司 | Method and device for generating album, and mobile terminal |
| CN110393008A (en) * | 2017-03-31 | 2019-10-29 | 本田技研工业株式会社 | Photograph album generating means, photograph album generate system and album creating method |
| CN107133352A (en) * | 2017-05-24 | 2017-09-05 | 北京小米移动软件有限公司 | Photo display methods and device |
| CN107133352B (en) * | 2017-05-24 | 2022-02-22 | 北京小米移动软件有限公司 | Photo display method and device |
| WO2019109245A1 (en) * | 2017-12-05 | 2019-06-13 | 华为技术有限公司 | Method and device for displaying story album |
| US11386140B2 (en) | 2017-12-05 | 2022-07-12 | Huawei Technologies Co., Ltd. | Story album display method and apparatus |
| CN108228852A (en) * | 2018-01-10 | 2018-06-29 | 上海展扬通信技术有限公司 | The method, apparatus and computer readable storage medium of electron album cover generation |
| CN110096605A (en) * | 2019-04-26 | 2019-08-06 | 北京迈格威科技有限公司 | Image processing method and device, electronic equipment, storage medium |
| CN112492199A (en) * | 2020-11-24 | 2021-03-12 | 维沃移动通信有限公司 | Photographing method and device and electronic equipment |
| CN112395037A (en) * | 2020-12-07 | 2021-02-23 | 深圳云天励飞技术股份有限公司 | Dynamic cover selection method and device, electronic equipment and storage medium |
| CN112650873A (en) * | 2020-12-18 | 2021-04-13 | 新疆爱华盈通信息技术有限公司 | Method and system for realizing intelligent photo album, electronic device and storage medium |
| CN114036424A (en) * | 2021-11-22 | 2022-02-11 | 北京字跳网络技术有限公司 | Method, device, equipment, storage medium and program product for displaying species information |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN106055624A (en) | Photo sorting method based on picture cluster and mobile terminal | |
| CN109618222B (en) | A kind of splicing video generation method, device, terminal device and storage medium | |
| CN101014162B (en) | Method for displaying menu on mobile communication terminal, and mobile communication terminal thereof | |
| US10739958B2 (en) | Method and device for executing application using icon associated with application metadata | |
| CN104125332B (en) | The method of mobile terminal and control mobile terminal | |
| CN103002123B (en) | Mobile terminal and show the method for information wherein | |
| JP5438377B2 (en) | Information processing program and information processing apparatus | |
| US8700635B2 (en) | Electronic device, data processing method, data control method, and content data processing system | |
| CN104902185B (en) | Image pickup method and device | |
| US9781355B2 (en) | Mobile terminal and control method thereof for displaying image cluster differently in an image gallery mode | |
| CN109905852A (en) | The device and method of additional information are provided by using calling party telephone number | |
| CN106331504A (en) | Shooting method and device | |
| CN106776774A (en) | Mobile terminal chooses picture device and method | |
| CN105657254A (en) | Image synthesizing method and device | |
| JP2019508784A (en) | Multimedia file management method, electronic device and graphical user interface | |
| CN105915673A (en) | Video special effect switching method and mobile terminal | |
| US8416264B2 (en) | Method and device for optimizing an image displayed on a screen | |
| CN106504050A (en) | A kind of information comparison device and method | |
| CN108965101B (en) | Session message processing method, device, storage medium and computer equipment | |
| CN109034242B (en) | Grading method, device and system of image processing algorithm | |
| CN112417180A (en) | Method, apparatus, device and medium for generating album video | |
| CN106406527A (en) | Input method and device based on virtual reality and virtual reality device | |
| CN106997356A (en) | The sorting technique and device of picture | |
| CN105320749A (en) | Travel route generation method and apparatus | |
| CN111597369A (en) | Photo viewing method and device, storage medium and terminal |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20161026 |
|
| WD01 | Invention patent application deemed withdrawn after publication |