CN106339496A - Method and device for clearing photos - Google Patents
Method and device for clearing photos Download PDFInfo
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- CN106339496A CN106339496A CN201610799409.3A CN201610799409A CN106339496A CN 106339496 A CN106339496 A CN 106339496A CN 201610799409 A CN201610799409 A CN 201610799409A CN 106339496 A CN106339496 A CN 106339496A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/51—Indexing; Data structures therefor; Storage structures
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—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
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Abstract
The invention aims at providing a method and a device for clearing photos. The method comprises the following steps of scanning and grouping a plurality of to-be-processed photos according to storage time and information, so as to obtain one or a plurality of photo groups; respectively determining one or a plurality of to-be-deleted photos of each photo group; showing each to-be-deleted photo of each photo group, so as to enable a user to delete one or multiple to-be-deleted photos. Compared with the prior art, the method has the advantage that by scanning and grouping the to-be-processed photos, and respectively determining the to-be-deleted photo in each photo group, the processing result can be quickly shown, and the user is guided to quickly clear the photos to release the storage space of equipment, so that the photo clearing efficiency and effect of the user are improved.
Description
Technical field
The present invention relates to field of computer technology, more particularly, to a kind of method and apparatus for being cleared up to photo.
Background technology
Need voluntarily to select photo to be deleted during photo in cleaning equipment for the scheme general user of prior art.
And in usual user mobile phone photo may quantity more, and, user, when using repeating photo clearing function, only can process
Former pages of scanning result.Therefore, the scheme of prior art possibly cannot successfully boot up user in former pages and trust deletion more
Many photos, cleaning effect has much room for improvement.And, based on the scheme of prior art, user cannot obtain when clearing up photo
Prompting or delete suggestion, may lead to its be unwilling clear up photo, thus cannot release device memory space.
Content of the invention
It is an object of the invention to provide a kind of method and apparatus for being cleared up to photo.
According to an aspect of the invention, it is provided a kind of method for being cleared up to photo, wherein, methods described
Comprise the following steps:
- pending multiple photos are scanned according to storage time information and are grouped, to obtain one or more photographs
Piece group；
- determine the respective one or more photos to be deleted of each photo group respectively；
- assume the respective photo to be deleted of each photo group, so that user selects one or more photos to be deleted to carry out
Delete.
According to an aspect of the invention, it is provided a kind of processing meanss for being cleared up to photo, wherein, described
Processing meanss include:
For being scanned according to temporal information to pending multiple photos and being grouped, to obtain one or more photos
The device of group；
For determining the device of the respective one or more photos to be deleted of each photo group respectively；
For assuming the respective photo to be deleted of each photo group, so that user selects one or more photos to be deleted to enter
The device that row is deleted.
Compared with prior art, the invention has the advantages that by being scanned to pending photo and being grouped simultaneously
Determine the photo that in each photo group, user may delete respectively, result can be rapidly presented, and guide user fast
The process completing cleaning photo carrys out the memory space of release device fastly, improves the efficiency effect that user clears up photo；And,
By preferentially assuming the second-rate photo to be deleted of the higher photo group of multiplicity so that user can be quickly found out possibility
The photo that can delete, thus improve the efficiency that user clears up photo；By providing the user deletion advisory information, further facilitate
User rapidly clears up to photo, decreases user operation, improves efficiency；And, by processed photo
Recorded, it is to avoid the photo in equipment is carried out repeat to process, shorten process time, improve efficiency.
Brief description
By reading the detailed description that non-limiting example is made made with reference to the following drawings, other of the present invention
Feature, objects and advantages will become more apparent upon:
Fig. 1 illustrates a kind of method flow diagram for being cleared up according to the present invention to photo；
Fig. 2 illustrates a kind of structural representation of the processing meanss for being cleared up according to the present invention to photo.
In accompanying drawing, same or analogous reference represents same or analogous part.
Specific embodiment
Below in conjunction with the accompanying drawings the present invention is described in further detail.
Fig. 1 illustrates a kind of method flow diagram for being cleared up according to the present invention to photo.According to the present invention
Method include step s1, step s2 and step s3.
Wherein, the method according to the invention is realized by the processing meanss being contained in computer equipment.Described calculating
Machine equipment includes a kind of can automatically carrying out the electricity of numerical computations and/or information processing according to the instruction being previously set or store
Sub- equipment, its hardware includes but is not limited to microprocessor, special IC (asic), programmable gate array (fpga), numeral
Processor (dsp), embedded device etc..Described computer equipment includes the network equipment and/or user equipment.Wherein, described net
Network equipment includes but is not limited to single network server, the server group of multiple webserver composition or is based on cloud computing
The cloud being made up of a large amount of main frames or the webserver of (cloud computing), wherein, cloud computing is the one of Distributed Calculation
Kind, a super virtual computer being made up of a group loosely-coupled computer collection.Described user equipment includes but is not limited to
Any one can carry out the electricity of man-machine interaction with user by modes such as keyboard, mouse, remote control, touch pad or voice-operated devices
Sub- product, for example, personal computer, panel computer, smart mobile phone, pda, game machine or iptv etc..Wherein, described user sets
Network residing for the standby and network equipment includes but is not limited to the Internet, wide area network, Metropolitan Area Network (MAN), LAN, vpn network etc..
Preferably, described processing meanss are contained in the mobile devices such as smart mobile phone.
It is highly preferred that described processing meanss are contained in the application program of mobile device.
It should be noted that described user equipment, the network equipment and network are only for example, other are existing or from now on may be used
The user equipment that can occur, the network equipment and network are such as applicable to the present invention, also should be included in the scope of the present invention with
Interior, and be incorporated herein with way of reference.
With reference to Fig. 1, in step s1, processing meanss are carried out point according to storage time information to pending multiple photos
Group, to obtain one or more photo groups.
Specifically, processing meanss can be scanned according to predetermined rule of classification and be grouped, for example, by predetermined amount of time
Interior photo is divided into one group, or the photo of the predetermined quantity just in predetermined amount of time is as one group.
Preferably, processing meanss trigger the operation of described step s1 when meeting following any one condition:
1) user is detected and enter the pattern that can clear up photo；For example, user clicks on editor in the photograph album of smart mobile phone
Button hence into photo editing pattern, or, user opens for photo in the application-specific in smart mobile phone
Interface being managed etc..
2) user is detected in a mobile device and execute specific gesture operation；For example, length presses photo in photograph album etc..
According to first example of the present invention, processing meanss are contained in the application management class application program app_1 of smart mobile phone
In.By opening application program app_1 and entering the interface that comparison piece is managed, then processing meanss are to this smart mobile phone for user
All photos of photograph album be scanned according to storage time information and and when obtaining untreated storage according to storage time
Between 90 photos at most, and be classified as 3 photo group group_1 to group_3, each photo group comprises 30 photos,
Wherein, at most, group_3 corresponding photo storage time is nearest for group_1 corresponding photo storage time.
It should be noted that the example above is only better described technical scheme, rather than the limit to the present invention
System, it should be appreciated by those skilled in the art that any reality that pending multiple photos are grouped according to storage time information
Existing mode, should be included in the scope of the present invention.
Illustrate with continued reference to Fig. 1, then, in step s2, processing meanss determine that each photo group is respective respectively
One or more photos to be deleted.
Wherein, processing meanss determine that the mode of a respective one or more photo to be deleted of photo group includes but is not limited to
At least any of below:
1) using repetition or similar photo as photo to be deleted；
2) using photo poor for definition as photo to be deleted；
3) using continuous for the user photo autodyned as photo to be deleted.
Then, in step s3, processing meanss assume the respective photo to be deleted of each photo group, so that user selects one
Individual or multiple photos to be deleted are deleted.
Specifically, processing meanss assume each photo group respective deletion photo respectively according to the predetermined pattern that represents.
For example, assume the thumbnail of each photo to be deleted, user can select one or more being deleted by clicking on
Remove.
Preferably, processing meanss preferentially assume the photo to be deleted of the photo group being disposed.
Preferably, processing meanss are ranked up to each photo group based on temporal information, more long with preferential presentative time
The photo to be deleted of photo group.
The method according to the invention, by being scanned to pending photo and being grouped and determine each photo group respectively
The photo that middle user may delete, can be rapidly presented result, and guides user to quickly complete cleaning photo
Process carrys out the memory space of release device, improves the efficiency effect that user clears up photo.
According to a preferred embodiment of the present invention, wherein, described step s2 includes step s201 (not shown), described step
Rapid s3 includes step s301 (not shown) and s302 (not shown).
In step s201, processing meanss multiple doubtful repeat to shine by what image recognition operations determined in each photo group
Piece, as photo to be deleted.
Specifically, processing meanss determine the similarity information of each photo by image recognition operations, and similarity is big
In specific threshold multiple photos as photo to be deleted.
Wherein, those skilled in the art should be familiar with determining the many algorithms of the similarity information of each photo, herein no longer
Repeat, those skilled in the art can select suitable algorithm to determine the similarity information of each photo based on actual demand.
Then, in step s301, processing meanss, according to the quantity repeating photo doubtful in each photo group, determine each
The multiplicity information of photo group.
Wherein, described multiplicity information includes the various repetition degree that may be used to indicate each photo that photo group comprises
Information, for example, the class information of such as " high ", " medium " or " low " that are determined based on the doubtful quantity repeating photo, or base
Weighted value calculating in the similarity degree of photo etc..
In step s302, processing meanss are ranked up to each photo group based on described multiplicity information, to be in preferentially
The photo to be deleted of the higher photo group of existing multiplicity.
Continue foregoing First example is illustrated, by image recognition operations, processing meanss determine that each photo group comprises
Doubtful repetition photo as photo to be deleted, and determine that photo group group_1 comprises 3 doubtful repetition photos, photo group
Group_2 comprises 7 doubtful repetition photos, and photo group group_1 comprises 2 doubtful repetition photos.Each is shone by processing meanss
In piece group, the doubtful quantity repeating photo is as multiplicity weight, then the multiplicity weighted value of photo group group_1 to group_3
It is followed successively by 3,7 and 2.Then processing meanss are ranked up obtaining to each photo group according to multiplicity is descending: group_2 >
Group_1 > group_3, and sequentially presenting according to this, waits to delete with preferentially assume multiplicity highest photo group group_2 7
Except photo.
It should be noted that the example above is only better described technical scheme, rather than the limit to the present invention
System, it should be appreciated by those skilled in the art that any determine the respective one or more photos to be deleted of each photo group simultaneously respectively
Assume the implementation of the respective photo to be deleted of each photo group, should be included in the scope of the present invention.
Preferably, step s4 (not shown) is included according to the method for this preferred embodiment, described step s3 includes step
S303 (not shown).
In step s4, processing meanss obtain the quality indication (CQI) information of each photo to be deleted.
Wherein, described quality indication (CQI) information includes the various information that may be used to indicate photographic quality, for example, photograph pixel etc.
Sharpness information.
In step s303, processing meanss are carried out to the photo to be deleted of each photo group based on described quality indication (CQI) information
Sequence, thus preferentially assume second-rate photo for user's selection.
Continue foregoing First example is illustrated, for photo group group_2, processing meanss obtain in step s4 should
The respective pixel size of comprise 7 of group photo to be deleted is as quality indication (CQI) information, and is next based on described quality instruction letter
Breath is ranked up to the photo to be deleted of photo group group_2, thus preferentially assuming second-rate photo for user's selection.
Therefore, user can first see in higher photo group group_2 of multiplicity, second-rate photo to be deleted.
It should be noted that the example above is only better described technical scheme, rather than the limit to the present invention
System, it should be appreciated by those skilled in the art that any obtain the quality indication (CQI) information of each photo to be deleted and be based on described quality
Configured information is ranked up to the photo to be deleted of each photo group, thus preferentially assuming second-rate photo for user's choosing
The implementation selected, should be included in the scope of the present invention.
According to the method for this preferred embodiment, wait to delete by preferentially assuming the second-rate of the higher photo group of multiplicity
Except photo so that user can be quickly found out the photo that may delete, thus improving the efficiency that user clears up photo.
According to a preferred embodiment of the present invention, methods described includes step s5 (not shown).
In step s5, for each photo group, it is corresponding to provide that processing meanss are based on fixed photo to be deleted
Delete advisory information.
Wherein, described deletion advisory information may include label information, or the name of pictures of suggestion deletion etc..
Preferably, processing meanss select the photo of suggestion deletion based on predetermined ratio from fixed photo to be deleted.
Preferably, processing meanss are selected second-rate photo suggestion and are deleted.
For example, processing meanss select the photo of suggestion deletion based on predetermined ratio 80% from fixed photo to be deleted,
Assume that photo group has the photo of 10 repetitions, then processing meanss select the mark that suggestion deletion stamped by 8 second-rate photos,
Carry out suggestion user to delete.
It should be noted that the example above is only better described technical scheme, rather than the limit to the present invention
System, it should be appreciated by those skilled in the art that any provide corresponding deletion advisory information based on fixed photo to be deleted
Implementation, should be included in the scope of the present invention.
According to the method for this preferred embodiment, by providing the user deletion advisory information, further facilitate user quick
Ground is cleared up to photo, decreases user operation, improves efficiency.
According to a preferred embodiment of the present invention, methods described includes step s6 (not shown).
In step s5, processing meanss record to processed photo.
Taking Android system as a example, can keeping records in the ondestroy () method of activity life cycle, and preserve
In the local sqlite data base of equipment.And, recover position letter in the onstart () method of activity life cycle
Breath, and start the pending photo of prestrain.
Continue foregoing First example is illustrated, each app_1 end of run, or when exiting this function, process dress
Put the photo id information recording last scanning.When then needing next time photo is cleared up, processing meanss can be to this
After photo, each photo of storage is processed.
It should be noted that the example above is only better described technical scheme, rather than the limit to the present invention
System, it should be appreciated by those skilled in the art that any implementation that processed photo is recorded, should be included in this
In the range of invention.
According to the method for this preferred embodiment, by recording to processed photo, it is to avoid to the photograph in equipment
Piece carries out repeating to process, and shortens process time, improves efficiency.
Fig. 2 illustrates a kind of structural representation of the processing meanss for being cleared up according to the present invention to photo.
Treatment in accordance with the present invention device includes: for being scanned according to temporal information to pending multiple photos and
Packet, to obtain the device (hereinafter referred to as " apparatus for grouping 1 ") of one or more photo groups；For determining each photo group respectively
The device (hereinafter referred to as " determining device 2 ") of respective one or more photo to be deleted；For assuming each photo group each
Photo to be deleted, so that user selects the device deleted of one or more photos to be deleted (hereinafter referred to as " to assume device
3”).
With reference to Fig. 2, apparatus for grouping 1 is grouped according to storage time information to pending multiple photos, to obtain one
Individual or multiple photo groups.
Specifically, processing meanss can be scanned according to predetermined rule of classification and be grouped, for example, by predetermined amount of time
Interior photo is divided into one group, or the photo of the predetermined quantity just in predetermined amount of time is as one group.
Preferably, processing meanss trigger the operation of described apparatus for grouping 1 when meeting following any one condition:
1) user is detected and enter the pattern that can clear up photo；For example, user clicks on editor in the photograph album of smart mobile phone
Button hence into photo editing pattern, or, user opens for photo in the application-specific in smart mobile phone
Interface being managed etc..
2) user is detected in a mobile device and execute specific gesture operation；For example, length presses photo in photograph album etc..
According to first example of the present invention, processing meanss are contained in the application management class application program app_1 of smart mobile phone
In.By opening application program app_1 and entering the interface that comparison piece is managed, then apparatus for grouping 1 is to this intelligent hands for user
All photos of the photograph album of machine are scanned according to storage time information and and obtain untreated storage according to storage time
Time 90 photos at most, and it is classified as 3 photo group group_1 to group_3, each photo group comprises 30 photographs
Piece, wherein, at most, group_3 corresponding photo storage time is nearest for group_1 corresponding photo storage time.
It should be noted that the example above is only better described technical scheme, rather than the limit to the present invention
System, it should be appreciated by those skilled in the art that any reality that pending multiple photos are grouped according to storage time information
Existing mode, should be included in the scope of the present invention.
Illustrate with continued reference to Fig. 2, it is then determined device 2 determines that each photo group is respective one or more respectively
Photo to be deleted.
Wherein it is determined that device 2 determines that the mode of respective one or more photos to be deleted of photo group includes but do not limit
In following at least any of:
1) using repetition or similar photo as photo to be deleted；
2) using photo poor for definition as photo to be deleted；
3) using continuous for the user photo autodyned as photo to be deleted.
Then, assume device 3 and assume the respective photo to be deleted of each photo group, so that user selects one or more treating
Delete photo to be deleted.
Specifically, assume device 3 and assume each photo group respective deletion photo respectively according to the predetermined pattern that represents.
For example, assume the thumbnail of each photo to be deleted, user can select one or more being deleted by clicking on
Remove.
Preferably, assume the photo to be deleted that device 3 preferentially assumes the photo group being disposed.
Preferably, assume device 3 based on temporal information, each photo group to be ranked up, more long with preferential presentative time
The photo to be deleted of photo group.
According to the solution of the present invention, by being scanned to pending photo and being grouped and determine each photo group respectively
The photo that middle user may delete, can be rapidly presented result, and guides user to quickly complete cleaning photo
Process carrys out the memory space of release device, improves the efficiency effect that user clears up photo.
According to a preferred embodiment of the present invention, wherein, described determination device 2 is included for leading to for each photo group
Cross the multiple doubtful repetition photo that image recognition operations determine in each photo group, device as photo to be deleted (it is not shown,
Hereinafter referred to as " sub- determination device "), the described device 3 that presents is included for according to the number repeating photo doubtful in each photo group
Amount, determines the device (not shown, hereinafter referred to as " to repeat to determine device ") of the multiplicity information of each photo group, and is used for being based on
Described multiplicity information is ranked up to each photo group, preferentially to assume the photo to be deleted of multiplicity higher photo group
Device (not shown, hereinafter referred to as " the first collator ").
Son determines that device determines multiple doubtful repetition photo in each photo group by image recognition operations, as waiting to delete
Except photo.
Specifically, sub- determination device determines the similarity information of each photo by image recognition operations, and by similarity
More than specific threshold multiple photos as photo to be deleted.
Wherein, those skilled in the art should be familiar with determining the many algorithms of the similarity information of each photo, herein no longer
Repeat, those skilled in the art can select suitable algorithm to determine the similarity information of each photo based on actual demand.
Then, repeat to determine that device, according to the quantity repeating photo doubtful in each photo group, determines each photo group
Multiplicity information.
Wherein, described multiplicity information includes the various repetition degree that may be used to indicate each photo that photo group comprises
Information, for example, the class information of such as " high ", " medium " or " low " that are determined based on the doubtful quantity repeating photo, or base
Weighted value calculating in the similarity degree of photo etc..
First collator is ranked up to each photo group based on described multiplicity information, preferentially to assume multiplicity relatively
The photo to be deleted of high photo group.
Continue foregoing First example is illustrated, sub- determination device determines each photo group bag by image recognition operations
The doubtful repetition photo containing is as photo to be deleted, and determines that photo group group_1 comprises 3 doubtful repetition photos, photo group
Group_2 comprises 7 doubtful repetition photos, and photo group group_1 comprises 2 doubtful repetition photos.Repeat to determine that device will be every
In individual photo group, the doubtful quantity repeating photo is as multiplicity weight, then the multiplicity power of photo group group_1 to group_3
Weight values are followed successively by 3,7 and 2.Then the first collator is ranked up obtaining to each photo group according to multiplicity is descending:
Group_2 > group_1 > group_3, and sequentially present according to this, preferentially to assume multiplicity highest photo group group_2
7 photos to be deleted.
It should be noted that the example above is only better described technical scheme, rather than the limit to the present invention
System, it should be appreciated by those skilled in the art that any determine the respective one or more photos to be deleted of each photo group simultaneously respectively
Assume the implementation of the respective photo to be deleted of each photo group, should be included in the scope of the present invention.
Preferably, include indicating for the quality obtaining each photo to be deleted according to the processing meanss of this preferred embodiment
The device (not shown, hereinafter referred to as " quality acquisition ") of information, described present device 3 include to be deleted for obtaining each
The device (not shown, hereinafter referred to as " the second collator ") of the quality indication (CQI) information of photo.
Quality acquisition obtains the quality indication (CQI) information of each photo to be deleted.
Wherein, described quality indication (CQI) information includes the various information that may be used to indicate photographic quality, for example, photograph pixel etc.
Sharpness information.
Second collator is ranked up to the photo to be deleted of each photo group based on described quality indication (CQI) information, thus
Preferentially assume second-rate photo for user's selection.
Continue foregoing First example is illustrated, for photo group group_2, quality acquisition obtains this group and comprises
The respective pixel size of 7 photos to be deleted as quality indication (CQI) information, the second collator is next based on described quality and refers to
Show that the photo to be deleted of information contrast piece group group_2 is ranked up, thus preferentially assuming second-rate photo for user
Select.Therefore, user can first see in higher photo group group_2 of multiplicity, second-rate photo to be deleted.
It should be noted that the example above is only better described technical scheme, rather than the limit to the present invention
System, it should be appreciated by those skilled in the art that any obtain the quality indication (CQI) information of each photo to be deleted and be based on described quality
Configured information is ranked up to the photo to be deleted of each photo group, thus preferentially assuming second-rate photo for user's choosing
The implementation selected, should be included in the scope of the present invention.
According to the scheme of this preferred embodiment, wait to delete by preferentially assuming the second-rate of the higher photo group of multiplicity
Except photo so that user can be quickly found out the photo that may delete, thus improving the efficiency that user clears up photo.
According to a preferred embodiment of the present invention, described processing meanss include for for each photo group be based on true
The device (not shown, hereinafter referred to as " suggestion offer device ") of advisory information deleted accordingly by fixed photo to be deleted to provide.
For each photo group it is proposed that offer device provides corresponding deletion to advise based on fixed photo to be deleted
Information.
Wherein, described deletion advisory information may include label information, or the name of pictures of suggestion deletion etc..
Preferably it is proposed that offer device selects the photograph of suggestion deletion based on predetermined ratio from fixed photo to be deleted
Piece.
Preferably it is proposed that offer device selects second-rate photo suggestion deletion.
For example it is proposed that offer device selects the photograph of suggestion deletion based on predetermined ratio 80% from fixed photo to be deleted
Piece it is assumed that photo group has the photo of 10 repetitions, then select 8 second-rate photos and stamp suggestion deletion by suggestion offer device
Mark, come suggestion user delete.
It should be noted that the example above is only better described technical scheme, rather than the limit to the present invention
System, it should be appreciated by those skilled in the art that any provide corresponding deletion advisory information based on fixed photo to be deleted
Implementation, should be included in the scope of the present invention.
According to the scheme of this preferred embodiment, by providing the user deletion advisory information, further facilitate user quick
Ground is cleared up to photo, decreases user operation, improves efficiency.
According to a preferred embodiment of the present invention, methods described is included for being recorded to processed photo
Device (not shown, hereinafter referred to as " recording equipment ").
Recording equipment records to processed photo.
Taking Android system as a example, can keeping records in the ondestroy () method of activity life cycle, and preserve
In the local sqlite data base of equipment.And, recover position letter in the onstart () method of activity life cycle
Breath, and start the pending photo of prestrain.
Continue foregoing First example is illustrated, each app_1 end of run, or when exiting this function, record dress
Put the photo id information recording last scanning.When then needing next time photo is cleared up, processing meanss can be to this
After photo, each photo of storage is processed.
It should be noted that the example above is only better described technical scheme, rather than the limit to the present invention
System, it should be appreciated by those skilled in the art that any implementation that processed photo is recorded, should be included in this
In the range of invention.
According to the scheme of this preferred embodiment, by recording to processed photo, it is to avoid to the photograph in equipment
Piece carries out repeating to process, and shortens process time, improves efficiency.
The software program of the present invention can realize steps described above or function by computing device.Similarly, originally
The software program of invention can be stored in computer readable recording medium storing program for performing (including related data structure), and for example, ram deposits
Reservoir, magnetically or optically driver or floppy disc and similar devices.In addition, some steps of the present invention or function can employ hardware to reality
Existing, for example, coordinate thus executing the circuit of each function or step as with processor.
In addition, the part of the present invention can be applied to computer program, such as computer program instructions, when its quilt
During computer execution, by the operation of this computer, can call or provide the method according to the invention and/or technical scheme.
And call the programmed instruction of the method for the present invention, it is possibly stored in fixing or moveable recording medium, and/or pass through
Data flow in broadcast or other signal bearing medias and be transmitted, and/or be stored according to described program instruction operation
In the working storage of computer equipment.Here, including a device according to one embodiment of present invention, this device includes using
In memorizer and the processor for execute program instructions of storage computer program instructions, wherein, when this computer program refers to
When order is by this computing device, trigger the method based on aforementioned multiple embodiments according to the present invention for this plant running and/or skill
Art scheme.
It is obvious to a person skilled in the art that the invention is not restricted to the details of above-mentioned one exemplary embodiment, Er Qie
In the case of the spirit or essential attributes of the present invention, the present invention can be realized in other specific forms.Therefore, no matter
From the point of view of which point, embodiment all should be regarded as exemplary, and be nonrestrictive, the scope of the present invention is by appended power
Profit requires rather than described above limits, it is intended that all in the implication and scope of the equivalency of claim by falling
Change is included in the present invention.Any reference in claim should not be considered as limiting involved claim.This
Outward it is clear that " inclusion " one word is not excluded for other units or step, odd number is not excluded for plural number.In system claims, statement is multiple
Unit or device can also be realized by software or hardware by a unit or device.The first, the second grade word is used for table
Show title, and be not offered as any specific order.
Claims (12)
1. a kind of method for being cleared up to photo, wherein, the method comprising the steps of:
- pending multiple photos are scanned according to storage time information and are grouped, to obtain one or more photo groups；
- determine the respective one or more photos to be deleted of each photo group respectively；
- assume the respective photo to be deleted of each photo group, so that user selects one or more photos to be deleted to be deleted.
2. method according to claim 1, wherein, described assume the respective photo to be deleted of each photo group, for
Family selects the step that one or more photos to be deleted are deleted to comprise the following steps:
- based on temporal information, each photo group is ranked up, with the photo to be deleted of the more long photo group of preferential presentative time.
3. method according to claim 1, wherein, described determine that each photo group is respective respectively and one or more waits to delete
Step except photo comprises the following steps:
- determine multiple doubtful repetition photo in each photo group by image recognition operations, as photo to be deleted；
Wherein, described assume the respective photo to be deleted of each photo group, for user select one or more photos to be deleted
The step deleted comprises the following steps:
- according to the quantity repeating photo doubtful in each photo group, determine the multiplicity information of each photo group；
- based on described multiplicity information, each photo group is ranked up, preferentially to assume treating of the higher photo group of multiplicity
Delete photo.
4. method according to claim 3, wherein, the method comprising the steps of:
- obtain the quality indication (CQI) information of each photo to be deleted；
Wherein, described assume the respective photo to be deleted of each photo group, for user select one or more photos to be deleted
The step deleted comprises the following steps:
- based on described quality indication (CQI) information, the photo to be deleted of each photo group is ranked up, thus preferentially assuming quality relatively
The photo of difference selects for user.
5. method according to any one of claim 1 to 4, wherein, the method comprising the steps of:
- for each photo group, provide corresponding deletion advisory information based on fixed photo to be deleted.
6. method according to any one of claim 1 to 4, wherein, the method comprising the steps of:
- processed photo is recorded.
7. a kind of processing meanss for being cleared up to photo, wherein, described processing meanss include:
For being scanned according to temporal information to pending multiple photos and being grouped, to obtain one or more photo groups
Device；
For determining the device of the respective one or more photos to be deleted of each photo group respectively；
For assuming the respective photo to be deleted of each photo group, so that user selects one or more photos to be deleted to be deleted
The device removing.
8. processing meanss according to claim 7, wherein, described are used for assuming the respective photograph to be deleted of each photo group
Piece, so that user selects the device that one or more photos to be deleted are deleted to be used for:
- based on temporal information, each photo group is ranked up, with the photo to be deleted of the more long photo group of preferential presentative time.
9. processing meanss according to claim 7, wherein, described for determine respectively each photo group respective one or
The device of multiple photos to be deleted includes:
For determining the multiple doubtful repetition photo in each photo group by image recognition operations, as the dress of photo to be deleted
Put；
Wherein, described be used for assuming the respective photo to be deleted of each photo group, for user select one or more to be deleted
The device that photo is deleted includes:
For according to the quantity repeating photo doubtful in each photo group, determining the device of the multiplicity information of each photo group；
For being ranked up to each photo group based on described multiplicity information, preferentially to assume the higher photo group of multiplicity
The device of photo to be deleted.
10. processing meanss according to claim 9, wherein, described processing meanss include:
For obtaining the device of the quality indication (CQI) information of each photo to be deleted；
Wherein, described be used for assuming the respective photo to be deleted of each photo group, for user select one or more to be deleted
The device that photo is deleted includes:
For being ranked up to the photo to be deleted of each photo group based on described quality indication (CQI) information, thus preferentially assuming quality
The device that poor photo selects for user.
11. processing meanss according to any one of claim 7 to 10, wherein, described processing meanss include:
For for each photo group, providing the corresponding device deleting advisory information based on fixed photo to be deleted.
12. processing meanss according to any one of claim 7 to 10, wherein, described processing meanss include:
For the device that processed photo is recorded.
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| CN201610799409.3A CN106339496A (en) | 2016-08-31 | 2016-08-31 | Method and device for clearing photos |
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| CN201610799409.3A CN106339496A (en) | 2016-08-31 | 2016-08-31 | Method and device for clearing photos |
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107832385A (en) * | 2017-10-30 | 2018-03-23 | 北京金山安全软件有限公司 | Picture processing method and device and electronic equipment |
| CN109922209A (en) * | 2019-02-22 | 2019-06-21 | 维沃移动通信有限公司 | A kind of photo management method and terminal device |
| CN110099170A (en) * | 2019-04-26 | 2019-08-06 | 维沃移动通信有限公司 | Image deletion method and mobile terminal |
| CN110798627A (en) * | 2019-10-12 | 2020-02-14 | 深圳酷派技术有限公司 | Shooting method, shooting device, storage medium and terminal |
| CN111274421A (en) * | 2020-01-15 | 2020-06-12 | 平安科技（深圳）有限公司 | Picture data cleaning method and device, computer equipment and storage medium |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104408061A (en) * | 2014-10-29 | 2015-03-11 | 深圳市中兴移动通信有限公司 | Photo album management method and device |
| CN104809198A (en) * | 2015-04-23 | 2015-07-29 | 北京奇虎科技有限公司 | Picture cleanup method, picture cleanup device and terminal device |
| CN105072337A (en) * | 2015-07-31 | 2015-11-18 | 小米科技有限责任公司 | Method and device for processing pictures |
| CN105472239A (en) * | 2015-11-17 | 2016-04-06 | 小米科技有限责任公司 | Photo processing method and photo processing device |
-
2016
- 2016-08-31 CN CN201610799409.3A patent/CN106339496A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104408061A (en) * | 2014-10-29 | 2015-03-11 | 深圳市中兴移动通信有限公司 | Photo album management method and device |
| CN104809198A (en) * | 2015-04-23 | 2015-07-29 | 北京奇虎科技有限公司 | Picture cleanup method, picture cleanup device and terminal device |
| CN105072337A (en) * | 2015-07-31 | 2015-11-18 | 小米科技有限责任公司 | Method and device for processing pictures |
| CN105472239A (en) * | 2015-11-17 | 2016-04-06 | 小米科技有限责任公司 | Photo processing method and photo processing device |
Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107832385A (en) * | 2017-10-30 | 2018-03-23 | 北京金山安全软件有限公司 | Picture processing method and device and electronic equipment |
| CN109922209A (en) * | 2019-02-22 | 2019-06-21 | 维沃移动通信有限公司 | A kind of photo management method and terminal device |
| CN109922209B (en) * | 2019-02-22 | 2021-03-05 | 维沃移动通信有限公司 | Photo management method and terminal equipment |
| CN110099170A (en) * | 2019-04-26 | 2019-08-06 | 维沃移动通信有限公司 | Image deletion method and mobile terminal |
| CN110099170B (en) * | 2019-04-26 | 2021-01-08 | 维沃移动通信有限公司 | Picture deleting method and mobile terminal |
| CN110798627A (en) * | 2019-10-12 | 2020-02-14 | 深圳酷派技术有限公司 | Shooting method, shooting device, storage medium and terminal |
| CN111274421A (en) * | 2020-01-15 | 2020-06-12 | 平安科技（深圳）有限公司 | Picture data cleaning method and device, computer equipment and storage medium |
| CN111274421B (en) * | 2020-01-15 | 2022-03-18 | 平安科技（深圳）有限公司 | Picture data cleaning method and device, computer equipment and storage medium |
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