CN105760461A - Automatic album establishing method and device - Google Patents
Automatic album establishing method and device Download PDFInfo
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- CN105760461A CN105760461A CN201610081393.2A CN201610081393A CN105760461A CN 105760461 A CN105760461 A CN 105760461A CN 201610081393 A CN201610081393 A CN 201610081393A CN 105760461 A CN105760461 A CN 105760461A
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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
- G06F16/10—File systems; File servers
- G06F16/16—File or folder operations, e.g. details of user interfaces specifically adapted to file systems
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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
Abstract
The invention relates to the technical field of graphic images, and discloses an automatic album establishing method and device. The method includes the following steps of obtaining face feature information of a human target, screening all images in a preset image file folder according to the face feature information to obtain all images matched with the face feature information, sequencing all the obtained images according to time, and grouping all the sequenced images according to dates and storing the images in an independent file folder, wherein the time difference between the earliest shooting date and the latest shooting data of each group of images is smaller than a preset threshold. The images in the image file folder can be rapidly screened and classified in a targeted mode according to each human target, and a user can conveniently check the images; the user can clearly know the content recorded by the images on the time track, the reasonability of date spans of images stored in the same file folder is ensured, and user experience is improved.
Description
Technical field
The present invention relates to graphics technology field, particularly to the automatic establishing techniques of a kind of photograph album.
Background technology
Along with social development, increasing individual mobile terminal emerges in an endless stream, such as smart mobile phone, panel computer, portable computer etc..Along with the continuous progress of science and technology, people are also more and more higher to the requirement of the experience of mobile terminal.
For smart mobile phone; people are no longer satisfied with its communication function; due to the portability of mobile phone, the commonly used mobile phone photograph sheet when travelling outdoors, the photo of shooting all can be stored automatically in photos folder; of long duration; photos folder will store substantial amounts of photo, be therefore frequently encountered, when finding out, from photos folder, the photo belonging to certain particular person; every photo of leafing through that will be manual is found, and operates comparatively laborious consuming time.
Summary of the invention
It is an object of the invention to provide the auto-creating method of a kind of photograph album and device thereof, it is possible to achieve quickly the photo in image folder is carried out photo screening targetedly, photo classification according to each target person, facilitate user to check；In addition, sequentially in time photo is ranked up, and is saved in corresponding unique file folder according to date packet so that user can understand the content of photo record clearly from the time locus, the reasonability of the span of the photograph date being saved in identical file folder, improves Consumer's Experience.
For solving above-mentioned technical problem, embodiments of the present invention provide the auto-creating method of a kind of photograph album, comprise the steps of the face characteristic information obtaining target person；According to face characteristic information, all images in default image folder are carried out photo screening, get each image mated with face characteristic information；The each image got is carried out time-sequencing；By ranked each image, preserve after being grouped by date to a unique file folder；Wherein, in each group of image, the time difference of the shooting date the earliest of image and the latest shooting date is less than pre-determined threshold.
What embodiments of the present invention additionally provided a kind of photograph album sets up device automatically, comprises: face characteristic information acquisition module, for obtaining the face characteristic information of target person；Screening module, for according to face characteristic information, carrying out photo screening to all images in default image folder, get each image mated with face characteristic information；Order module, for carrying out time-sequencing by each image that screening module gets；Preserve module, for by ranked each image, preserving after being grouped by date to a unique file folder；Wherein, in each group of image, the time difference of the shooting date the earliest of image and the latest shooting date is less than pre-determined threshold.
Embodiment of the present invention is in terms of existing technologies, adopt the mode of face characteristic information coupling, the photo relevant to target person is obtained from pre-set image file, quickly the photo in image folder is carried out photo screening targetedly, photo classification according to target person, facilitate user to check；Additionally, sequentially in time photo is ranked up so that user can understand the content of photo record clearly from the time locus；And be saved in corresponding unique file folder according to date packet, it is ensured that the reasonability of the span of the photograph date being saved in identical file folder, improves Consumer's Experience.
It addition, each image got is each image after duplicate removal.Processed by duplicate removal, it is possible to simplify photograph album, reduce photograph album redundancy.
It addition, all images in default image folder are carried out Preliminary screening, obtain the face images in this image folder；By following steps, face images is carried out postsearch screening: face images is carried out similarity analysis；If there is the similarity facial image more than pre-determined threshold, then in similar facial image, selecting a facial image as the facial image retained, removing unchecked facial image；Face characteristic information is mated one by one with the facial image after postsearch screening, gets each image mated with face characteristic information.First all images in default image folder are carried out Preliminary screening, obtain face images, then choosing is deleted face images is carried out secondary, finally again face characteristic information is mated one by one with the facial image after postsearch screening, by this optical sieving mode, resources occupation rate in photo screening process can be effectively reduced, improve photo screening efficiency.
It addition, in similar facial image, select shooting time facial image the latest as the facial image retained.Usual shooting time facial image effect the latest is better.
It addition, the photo specified is scanned, extract the face characteristic information of this photo；The face characteristic information that will extract, as the face characteristic information of target person, by specifying photo to be scanned, it is ensured that the correctness of the face characteristic information of acquisition, also ensures the correctness of the image that postorder obtains according to face characteristic information simultaneously.
It addition, the photo specified is the photo utilizing front-facing camera to shoot.Owing to terminal unit would generally carry front-facing camera, hence with the Self-timer of front-facing camera, it is possible to get facial image easily.And, character facial profile and face geometric ratio in the photo of shooting are more visible, it is ensured that the accuracy of the face characteristic information extracted.
It addition, the face images in default image folder is identified, obtain the personage that in this image folder, occurrence number is maximum；Will appear from the maximum personage of number of times as target person.By will appear from the maximum personage of number of times automatically as target person, simplifying user operation, the routine operation meeting user selects.
Accompanying drawing explanation
Fig. 1 is the auto-creating method flow chart of the photograph album according to first embodiment of the invention；
Fig. 2 be the photograph album according to fifth embodiment of the invention automatically set up apparatus structure schematic diagram.
Detailed description of the invention
For making the object, technical solutions and advantages of the present invention clearly, below in conjunction with accompanying drawing, the embodiments of the present invention are explained in detail.But, it will be understood by those skilled in the art that in each embodiment of the present invention, propose many ins and outs in order to make reader be more fully understood that the application.But, even without these ins and outs with based on the many variations of following embodiment and amendment, it is also possible to realize the application each claim technical scheme required for protection.
First embodiment of the present invention relates to the auto-creating method of a kind of photograph album, the auto-creating method of the photograph album related in the present embodiment, suitable in terminal unit, such as, the other-end equipment such as smart mobile phone, panel computer, portable computer and desk computer, terminal unit has storage photo and the function of management photo.The present embodiment illustrates for smart mobile phone, and this smart mobile phone has photo screening system and face identification functions, photo screening function and face identification functions can be passed through to arrange module opening and closing.Idiographic flow is as shown in Figure 1.
Step 101, obtains the face characteristic information of target person.First, obtain target person, in the present embodiment, following two mode can be passed through:
Mode one, utilizes the front-facing camera shooting photo of smart mobile phone, it may be preferable that for full face.
Mode two, selects a full face from smart mobile phone photos folder.
Wherein the photo of target person can be single photograph, and target person photo is scanned, and extracts the face characteristic information of each target person in this photo respectively, as the face characteristic information of each target person.Wherein, face characteristic information can include, pupil feature, face feature, canthus feature, nose feature, eye pitch characteristics, ear feature, eyebrow feature etc..
Step 102, according to face characteristic information, obtains each image mated with face characteristic information.Wherein, each graphical representation image after duplicate removal processes.
Specifically, with the photos folder in smart mobile phone for default image folder, all images in photos folder are carried out similarity analysis, generally, user in order to obtain satisfied photo, can adopt continuous shooting or the mode that same posture is repeatedly taken pictures in the process of taking pictures, until photographing satisfied photo, therefore the similarity having Part of photos taken is higher, it is possible to the duplicate removal carrying out image in the following manner processes, and then obtains each image mated with face characteristic information:
First, all photos in photos folder are carried out similarity analysis, one pre-determined threshold is set, pre-determined threshold can be taken as 95%, when the similarity image more than 95% is regarded as similar image, and the custom of taking pictures according to user, in similar photo, shooting time general shooting effect the latest is better, preferably, system can automatically select shooting time image the latest as the image retained, and removes unchecked image.Then, each image after processing for the duplicate removal that gets mates one by one with the target person face characteristic information of acquisition, gets each image that the face characteristic information with target person is mated.
It should be noted that, in actual applications, choose from similar image retain image can by system randomly choose from similar image wherein one realize as the mode of image retained, or user selects a wherein image as reservation according to hobby in principal and subordinate's similar image, under normal circumstances, when system detects similar image, the page can be jumped out similar image and select prompted dialog frame, user can according to prompting select from similar image wherein satisfied image as the image retained.
Step 103, carries out time-sequencing by each image got.Smart mobile phone can by obtain each image can sort sequentially in time, user can according to custom, according to positive sequence or Bit-reversed.User is facilitated to understand the information entrained by photo from the time locus.
Step 104, by each image through sequence, preserves to a unique file folder.
Specifically, the face images about target person that will obtain, preserve after being grouped by date to a unique file folder, in each group of image, shooting time and shooting time difference the latest are less than pre-determined threshold the earliest, pre-determined threshold can be a calendar month, namely can according to month different facial image is grouped and preserves press from both sides to unique file, the filename of this document folder can be with the address etc. of the name of target person, the pet name or other particular meanings.Such as, open this photograph album according to one of the method foundation in present embodiment about the growth photograph album of child, from photo, just recognize child's dribs and drabs in the process grown up, greatly improve Consumer's Experience.
It is noted that pre-determined threshold can also be a calendar year or the fixing duration of User Defined setting.
It is seen that, in the present embodiment, adopt the mode of face characteristic information coupling, from pre-set image file, obtain the photo relevant to target person, it is ranked up sequentially in time, and preserve to a unique file after being grouped by date, it is possible to automatically set up photograph album, processed by duplicate removal, photograph album can be simplified, reduce redundancy, it is thus possible to quickly the photo in image folder is carried out photo screening targetedly, photo classification according to each target person, facilitate user to check；Additionally, sequentially in time photo is ranked up so that user can understand the content of photo record clearly from the time locus, moreover it is possible to the date span of each photo in guarantee same file folder is relatively reasonable, improves Consumer's Experience.
Second embodiment of the present invention relates to the auto-creating method of a kind of photograph album.Second embodiment has improved on the basis of the first embodiment, mainly thes improvement is that: all images in default image folder are carried out Preliminary screening, obtains the face images in this image folder；By following steps, face images is carried out postsearch screening: face images is carried out similarity analysis；If there is the similarity facial image more than pre-determined threshold, then in similar facial image, select a facial image as the facial image retained, preferential, system automatically using shooting time image the latest as the image retained, remove unchecked facial image；Face characteristic information is mated one by one with the facial image after postsearch screening, gets each image mated with face characteristic information.In postsearch screening, pre-determined threshold can be taken as 95%, chooses higher pre-determined threshold, it is possible to prevents erroneous judgement, improves the precision of photo screening.
In actual application, for selecting the facial image needing to retain to obtain by other means from similar face image, such as system randomly chooses a wherein mode as the image retained from similar image and realizes；Or select a wherein mode as the image retained to realize by user in principal and subordinate's similar image according to hobby.
It is seen that, in the present embodiment, by photo is screened for the first time, can effectively remove some photos not including face, such as pure picture with scenes, leave behind facial image, then the face images after first screening is carried out postsearch screening, remove similar face image, finally carry out face characteristic information coupling, effectively reducing system resource occupation rate in obtaining face characteristic information image process, improve photo screening efficiency, photograph album can also be simplified, reduce the redundancy of photograph album.
3rd embodiment of the present invention relates to the auto-creating method of a kind of photograph album.3rd embodiment has improved on the basis of first, second embodiment, mainly thes improvement is that, the face images in default image folder is identified, and obtains the personage that in this image folder, occurrence number is maximum；Will appear from the maximum personage of number of times as target person.By will appear from the maximum personage of number of times automatically as target person, it is not necessary to user manually arranges target person, simplifies user operation, the routine operation meeting user selects.
4th embodiment of the present invention relates to the auto-creating method of a kind of photograph album.4th embodiment has improved on the basis of first, second, third embodiment, mainly thes improvement is that, target person can be two or more.Such as, when setting two target persons, the double front providing this two target person is shone, system is by being scanned double photograph, obtain the face characteristic information of two target persons respectively, carrying out in the process of face characteristic information coupling, the image of the face characteristic information of two target persons in scanned photograph can be matched completely, be the image of face characteristic information coupling needing to obtain.It should be noted that be applied equally to present embodiment when target person is multiple, do not repeat them here.
It is worth mentioning that, foundation whenever the face characteristic information photograph album completing a target person, the face characteristic information of this target person can be retained in the terminal, if during the photo that user's shooting makes new advances, the face characteristic information stored in system can be mated by mobile terminal one by one with newly-increased photo, if newly-increased photo mates with the face characteristic information of a certain target person, then newly-increased photo preserves while portion in smart mobile phone photos folder, also can synchronize the image folder increased to the face characteristic information coupling corresponding with target person.
The step of various methods divides above, is intended merely to description clear, it is achieved time can be merged into a step or some step is split, and is decomposed into multiple step, as long as comprising identical logical relation, all in the protection domain of this patent；To adding inessential amendment in algorithm or in flow process or introducing inessential design, but do not change the core design of its algorithm and flow process all in the protection domain of this patent.
What fifth embodiment of the invention related to a kind of photograph album sets up device automatically, as in figure 2 it is shown, comprise: face characteristic information acquisition module, for obtaining the face characteristic information of target person；Screening module, for according to face characteristic information, carrying out photo screening to all images in default image folder, get each image mated with face characteristic information；Order module, for carrying out time-sequencing by each image that screening module gets；Preserve module, for by ranked each image, preserving after being grouped by date to a unique file folder；Wherein, in each group of image, the time difference of the shooting date the earliest of image and the latest shooting date is less than pre-determined threshold.
Further, screening module comprises:
Preliminary screening submodule, for all images in default image folder are carried out Preliminary screening, obtains the face images in this image folder；
Postsearch screening submodule, for face images is carried out similarity analysis, if there is the similarity facial image more than pre-determined threshold, then in similar facial image, select a facial image as the facial image retained, remove unchecked facial image；
Matched sub-block, for face characteristic information being mated one by one with the facial image after postsearch screening, gets each image mated with face characteristic information.
It is seen that, present embodiment is the device embodiment corresponding with the second embodiment, and present embodiment can be worked in coordination enforcement with the second embodiment.The relevant technical details mentioned in second embodiment is still effective in the present embodiment, in order to reduce repetition, repeats no more here.Correspondingly, the relevant technical details mentioned in present embodiment is also applicable in the second embodiment.
It is noted that each module involved in present embodiment is logic module, in actual applications, a logical block can be a physical location, it is also possible to be a part for a physical location, it is also possible to realize with the combination of multiple physical locations.Additionally, for the innovative part highlighting the present invention, do not introduced by the unit less close with solving technical problem relation proposed by the invention in present embodiment, but this is not intended that in present embodiment to be absent from other unit.
It will be understood by those skilled in the art that the respective embodiments described above are to realize specific embodiments of the invention, and in actual applications, it is possible in the form and details it is done various change, without departing from the spirit and scope of the present invention.
Claims (10)
1. the auto-creating method of a photograph album, it is characterised in that comprise the steps of
Obtain the face characteristic information of target person；
According to described face characteristic information, all images in default image folder are carried out photo screening, get each image mated with described face characteristic information；
The described each image got is carried out time-sequencing；
By each image through described sequence, preserve after being grouped by date to a unique file folder；Wherein, in each group of image, the time difference of the shooting date the earliest of image and the latest shooting date is less than pre-determined threshold.
2. the auto-creating method of photograph album according to claim 1, it is characterised in that in the step of the described each image getting and mating with described face characteristic information, described in each image of getting be each image after duplicate removal processes.
3. the auto-creating method of photograph album according to claim 2, it is characterized in that, described according to face characteristic information, all images in default image folder are carried out photo screening, get in the step of each image mated with described face characteristic information, comprise following sub-step:
All images in default image folder are carried out Preliminary screening, obtains the face images in this image folder；
By following steps, described face images is carried out postsearch screening:
Face images is carried out similarity analysis；
If there is the similarity facial image more than pre-determined threshold, then in similar facial image, selecting a facial image as the facial image retained, removing unchecked facial image；
Described face characteristic information is mated one by one with the facial image after described postsearch screening, gets each image mated with described face characteristic information.
4. the auto-creating method of photograph album according to claim 3, it is characterized in that, in similar facial image, select, in the facial image step as the facial image retained, to select shooting time facial image the latest as the facial image of described reservation.
5. the auto-creating method of photograph album according to claim 1, it is characterised in that in the step of the face characteristic information of described acquisition target person, comprise following sub-step:
The photo specified is scanned, extracts the face characteristic information of this photo；
By the face characteristic information of described extraction, as the face characteristic information of described target person.
6. the auto-creating method of photograph album according to claim 5, it is characterised in that the described photo specified is the photo utilizing front-facing camera to shoot.
7. the auto-creating method of photograph album according to claim 1, it is characterised in that before the step of the face characteristic information of described acquisition target person, also comprise:
Face images in default image folder is identified, obtains the personage that in this image folder, occurrence number is maximum；
Using personages maximum for described occurrence number as described target person.
8. the auto-creating method of photograph album according to claim 1, it is characterised in that
The image folder preset is the photos folder in terminal unit.
9. a photograph album automatically set up device, it is characterised in that comprise:
Face characteristic information acquisition module, for obtaining the face characteristic information of target person；
Screening module, for according to described face characteristic information, carrying out photo screening to all images in default image folder, get each image mated with described face characteristic information；
Order module, for carrying out time-sequencing by each image that described screening module gets；
Preserve module, for by each image through described sequence, preserving after being grouped by date to a unique file folder；Wherein, in each group of image, the time difference of the shooting date the earliest of image and the latest shooting date is less than pre-determined threshold.
10. photograph album according to claim 9 automatically set up device, it is characterised in that described screening module comprises:
Preliminary screening submodule, for all images in default image folder are carried out Preliminary screening, obtains the face images in this image folder；
Postsearch screening submodule, for face images is carried out similarity analysis, if there is the similarity facial image more than pre-determined threshold, then in similar facial image, select a facial image as the facial image retained, remove unchecked facial image；
Matched sub-block, for described face characteristic information being mated one by one with the facial image after described postsearch screening, gets each image mated with described face characteristic information.
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