CN104850848A - Picture classification method and apparatus - Google Patents
Picture classification method and apparatus Download PDFInfo
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- CN104850848A CN104850848A CN201510306252.1A CN201510306252A CN104850848A CN 104850848 A CN104850848 A CN 104850848A CN 201510306252 A CN201510306252 A CN 201510306252A CN 104850848 A CN104850848 A CN 104850848A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
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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 is applied to the technical field of an intelligent device, and provides a picture classification method and apparatus. The method comprises the following steps: receiving a picture classification mode selected by a user, wherein the picture classification mode comprises classification according to the quantity of figures; and performing classified storage on pictures according to the picture classification mode selected by the user. According to the invention, the pictures are stored in a classified mode according to the quantity of the figures in the pictures, the problem of inconvenient viewing because all the pictures are stored in the same photograph album in the prior art is solved, the storage mode of the pictures is enriched, and the user can conveniently manage and search for the pictures.
Description
Technical field
The present invention is applicable to technical field of intelligent equipment, particularly relates to photo classification method and device.
Background technology
The photo obtained by camera arrangement in existing smart machine is mainly stored in same photograph album according to the sequencing of photo opporunity, and photo described in the numerical designation failed to understand with a lot of user, storage mode is single, and is unfavorable for user management and searches photo.
Summary of the invention
Given this, the embodiment of the present invention provides a kind of photo classification method and device, carries out classification storage, improve the storage mode of photo to carry out comparison film according to the number of person in photo.
First aspect, provides a kind of photo classification method, and described method comprises:
Receive the photo classification mode that user selects, described photo classification mode comprises classifies by number of person;
According to the described photo classification mode that user selects, classification storage is carried out to described photo.
Further, the described described photo classification mode selected according to user is carried out classification storage to described photo and is comprised:
Recognition of face is carried out to the photo that current shooting obtains, obtains the number of person in described photo;
By in the described photo storage photograph album that extremely described number of person is corresponding.
Further, the described described photo classification mode selected according to user is carried out classification storage to described photo and is comprised:
Recognition of face is carried out to the photo that user selects from photograph album, obtains the number of person in described photo;
Described photo is moved to photograph album corresponding to described number of person from the photograph album of current storage.
Further, after obtaining the number of person in described photo, described method also comprises:
With number of person, described photo is named.
Further, described method also comprises:
Obtain the shooting time of described photo;
Describedly with number of person, name is carried out to described photo and comprises:
With described number of person and described shooting time, described photo is named.
Second aspect, provide a kind of photo classification device, described device comprises:
Receiver module, for receiving the photo classification mode that user selects, described photo classification mode comprises classifies by number of person;
Memory module, the described photo classification mode for selecting according to user is carried out classification to described photo and is stored.
Further, described memory module comprises:
Recognition unit, carries out recognition of face for the photo obtained current shooting, obtains the number of person in described photo;
Storage unit, for by described photo storage in photograph album corresponding to described number of person.
Further, described memory module also comprises:
Recognition unit, carries out recognition of face for the photo selected from photograph album user, obtains the number of person in described photo;
Storage unit, for moving to described photo photograph album corresponding to described number of person from the photograph album of current storage.
Further, described device comprises:
Name module, for after obtaining the number of person in described photo, names described photo with number of person.
Further, described device also comprises:
Acquisition module, for obtaining the shooting time of described photo;
Described name module also for:
With described number of person and described shooting time, described photo is named.
Compared with prior art, the embodiment of the present invention adds the number of person classification feature of photo in existing software of taking pictures; By receiving the photo classification mode that user selects, described photo classification mode comprises classifies by number of person; According to the described photo classification mode that user selects, classification storage is carried out to described photo; Thus solve the problem of consulting inconvenience that all photo storage cause by prior art in same photograph album, enrich the storage mode of photo, facilitated user's comparison film and carry out managing and searching.
Accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, be briefly described to the accompanying drawing used required in embodiment or description of the prior art below, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skill in the art, under the prerequisite not paying creative work, other accompanying drawings can also be obtained according to these accompanying drawings.
Fig. 1 is the realization flow figure of the photo classification method that the embodiment of the present invention one provides;
Fig. 2 is a specific implementation process flow diagram of step S102 in the photo classification method that provides of the embodiment of the present invention one;
Fig. 3 is another specific implementation process flow diagram of step S102 in the photo classification method that provides of the embodiment of the present invention one;
Fig. 4 is the composition structural drawing of the photo classification device that the embodiment of the present invention two provides.
Embodiment
In order to make object of the present invention, technical scheme and advantage clearly understand, below in conjunction with drawings and Examples, the present invention is further elaborated.Should be appreciated that specific embodiment described herein only in order to explain the present invention, be not intended to limit the present invention.
The embodiment of the present invention adds the number of person classification feature of photo in existing software of taking pictures; By receiving the photo classification mode that user selects, described photo classification mode comprises classifies by number of person; According to the described photo classification mode that user selects, classification storage is carried out to described photo; Thus solve the problem of consulting inconvenience that all photo storage cause by prior art in same photograph album, enrich the storage mode of photo, and facilitated user's comparison film and carry out managing and searching.The embodiment of the present invention additionally provides corresponding device, is described in detail respectively below.
embodiment one
Fig. 1 shows the realization flow of the photo classification method that the embodiment of the present invention one provides, and for convenience of explanation, illustrate only the part relevant to the embodiment of the present invention.
In embodiments of the present invention, described method is applied to smart machine.Described smart machine is provided with camera, and the take pictures software corresponding with camera is installed.Preferably, described smart machine includes but not limited to smart mobile phone, panel computer, learning machine, intelligent vehicle-carried equipment, Intelligent worn device etc.
As shown in Figure 1, described method comprises:
In step S101, receive the photo classification mode that user selects, described photo classification mode comprises classifies by number of person.
The embodiment of the present invention adds the function of the number of person identification comprised in comparison film and the photo classification mode based on described number of person in existing software of taking pictures, and retains existing time-based photo classification mode of taking pictures in software simultaneously.It is photo classification mode based on number of person or time-based photo classification mode that user can arrange software of taking pictures as required.
In step s 102, the described photo classification mode selected according to user is carried out classification to described photo and is stored.
As an example of the present invention, based under the photo classification mode of number of person, the photo that smart machine can obtain camera current shooting carry out classification storage according to number of person.Fig. 2 shows a specific implementation flow process of step S102 in the photo classification method that the embodiment of the present invention one provides.
Consult Fig. 2, step S102 comprises:
In step s 201, recognition of face is carried out to the photo that current shooting obtains, obtains the number of person in described photo.
In step S202, by the described photo storage photograph album that extremely described number of person is corresponding.
The embodiment of the present invention obtains the number of person in photo preferably by the face information identified in photo.Do not have personage to participate in the photo taken for picture with scenes or other, number of person is designated as 0; For individual's photograph, number of person is designated as 1; Group photo then carries out record according to the face information number identified.The embodiment of the present invention establishes multiple storage directory for storage picture according to number of person in advance, i.e. photograph album, comprise number of person be 0 photograph album, number of person be 1 photograph album, number of person be the photograph album of 2, by that analogy.After having taken, obtain the number of person of the photo that shooting obtains according to the result of recognition of face, by the captured photo storage photograph album that extremely described number of person is corresponding.
As another example of the present invention, the photo carrying out classifying can also be according to the photo of shooting time sequential storage in photograph album.Fig. 3 shows another specific implementation flow process of step S102 in the photo classification method that the embodiment of the present invention one provides.Consult Fig. 3, step S102 comprises:
In step S301, recognition of face is carried out to the photo that user selects from photograph album, obtains the number of person in described photo;
In step s 302, described photo is moved to photograph album corresponding to described number of person from the photograph album of current storage.
When smart machine detects that user opens photograph album (photo in described photograph album stores according to shooting time) and triggers by predetermined manner the number of person class indication that described photograph album provides, enter photo and choose pattern.The photo that the mode that acquisition user passes through such as to choose is chosen is as photo to be sorted.One by one recognition of face is carried out to described photo to be sorted, to obtain the number of person in described photo to be sorted, and described photo is moved to photograph album corresponding to described number of person from the photograph album of current storage, thus achieve to the photo stored according to chronological classification again according to number of person carry out classification store.
Preferably, before in the photograph album that the photo storage after recognition of face is corresponding to number of person, the embodiment of the present invention can also comprise: name described photo with number of person.
Preferably, before in the photograph album that the photo storage after recognition of face is corresponding to number of person, the embodiment of the present invention can also comprise: the shooting time obtaining described photo, names described photo with described number of person and described shooting time.
In the photograph album that each number of person is corresponding, each photo carries out sequencing display according to the time of name content or storage; Thus further facilitated user management and searched photo.
The embodiment of the present invention adds the number of person classification feature of photo in existing software of taking pictures; By receiving the photo classification mode that user selects, described photo classification mode comprises classifies by number of person; According to the described photo classification mode that user selects, classification storage is carried out to described photo; Thus solve the problem of consulting inconvenience that all photo storage cause by prior art in same photograph album, enrich the storage mode of photo, facilitated user's comparison film and carry out managing and searching.
embodiment two
Fig. 4 shows the composition structure of the photo classification device that the embodiment of the present invention two provides, and for convenience of explanation, illustrate only the part relevant to the embodiment of the present invention.
In embodiments of the present invention, described device, for realizing the photo classification method in Fig. 1, Fig. 2 or Fig. 3 described in any embodiment, can be the unit of built-in software unit, hardware cell or software and hardware combining with smart machine.Described smart machine is provided with camera, and the take pictures software corresponding with camera is installed.Preferably, described smart machine includes but not limited to smart mobile phone, panel computer, learning machine, intelligent vehicle-carried equipment, Intelligent worn device etc.
As shown in Figure 4, described device comprises:
Receiver module 41, for receiving the photo classification mode that user selects, described photo classification mode comprises classifies by number of person.
Memory module 42, the described photo classification mode for selecting according to user is carried out classification to described photo and is stored.
As an example of the present invention, based under the photo classification mode of number of person, the photo that smart machine can obtain camera current shooting carry out classification storage according to number of person.Described memory module 42 comprises:
Recognition unit 421, carries out recognition of face for the photo obtained current shooting, obtains the number of person in described photo;
Storage unit 422, for by described photo storage in photograph album corresponding to described number of person.
By above-mentioned recognition unit 421 and storage unit 422, achieve and carry out classification storage according to the number of person comparison film in photo at once after software of taking pictures is taken pictures.
As another example of the present invention, the photo carrying out classifying can also be according to the photo of shooting time sequential storage in photograph album.Recognition unit 421 in described memory module 42 also for: recognition of face is carried out to the photo that user selects from photograph album, obtains the number of person in described photo; Described storage unit 422 also for, described photo is moved to photograph album corresponding to described number of person from the photograph album of current storage.This example implementation again to be carried out classification according to number of person to the photo stored according to chronological classification and is stored.
Preferably, described device also comprises:
Name module 43, for after obtaining the number of person in described photo, names described photo with number of person.
Further, described device can also comprise:
Acquisition module 44, for obtaining the shooting time of described photo.
Described name module 43 also for:
With described number of person and described shooting time, described photo is named.
In embodiments of the present invention, photo is being carried out recognition of face and is being stored to after in photograph album corresponding to number of person, each photo is set and in the photograph album stored separately, carries out sequencing display according to the time of name content or storage, thus further facilitated user management and searched photo.
It should be noted that, device in the embodiment of the present invention may be used for the whole technical schemes realized in said method embodiment, the function of its each functional module can according to the method specific implementation in said method embodiment, its specific implementation process can refer to the associated description in above-mentioned example, repeats no more herein.
The embodiment of the present invention adds the number of person classification feature of photo in existing software of taking pictures; By receiving the photo classification mode that user selects, described photo classification mode comprises classifies by number of person; According to the described photo classification mode that user selects, classification storage is carried out to described photo; Thus solve the problem of consulting inconvenience that all photo storage cause by prior art in same photograph album, enrich the storage mode of photo, facilitated user's comparison film and carry out managing and searching.
Those of ordinary skill in the art can recognize, in conjunction with unit and the algorithm steps of each example of embodiment disclosed herein description, can realize with the combination of electronic hardware or computer software and electronic hardware.These functions perform with hardware or software mode actually, depend on application-specific and the design constraint of technical scheme.Professional and technical personnel can use distinct methods to realize described function to each specifically should being used for, but this realization should not thought and exceeds scope of the present invention.
Those skilled in the art can be well understood to, and for convenience and simplicity of description, the device of foregoing description and the specific works process of unit, with reference to the corresponding process in preceding method embodiment, can not repeat them here.
In several embodiments that the application provides, should be understood that disclosed apparatus and method can realize by another way.Such as, device embodiment described above is only schematic, such as, the division of described unit, be only a kind of logic function to divide, actual can have other dividing mode when realizing, such as multiple unit or assembly can in conjunction with or another system can be integrated into, or some features can be ignored, or do not perform.Another point, shown or discussed coupling each other or direct-coupling or communication connection can be by some interfaces, and the indirect coupling of device or unit or communication connection can be electrical, machinery or other form.
The described unit illustrated as separating component or can may not be and physically separates, and the parts as unit display can be or may not be physical location, namely can be positioned at a place, or also can be distributed in multiple network element.Some or all of unit wherein can be selected according to the actual needs to realize the object of the present embodiment scheme.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, also can be that the independent physics of unit exists, also can two or more unit in a unit integrated.
If described function using the form of SFU software functional unit realize and as independently production marketing or use time, can be stored in a computer read/write memory medium.Based on such understanding, the part of the part that technical scheme of the present invention contributes to prior art in essence in other words or this technical scheme can embody with the form of software product, this computer software product is stored in a storage medium, comprising some instructions in order to make a computer equipment (can be personal computer, server, or the network equipment etc.) perform all or part of step of method described in each embodiment of the present invention.And aforesaid storage medium comprises: USB flash disk, portable hard drive, ROM (read-only memory) (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disc or CD etc. various can be program code stored medium.
The above; be only the specific embodiment of the present invention, but protection scope of the present invention is not limited thereto, is anyly familiar with those skilled in the art in the technical scope that the present invention discloses; change can be expected easily or replace, all should be encompassed within protection scope of the present invention.Therefore, protection scope of the present invention should described be as the criterion with the protection domain of claim.
Claims (10)
1. a photo classification method, is characterized in that, described method comprises:
Receive the photo classification mode that user selects, described photo classification mode comprises classifies by number of person;
According to the described photo classification mode that user selects, classification storage is carried out to described photo.
2. photo classification method as claimed in claim 1, is characterized in that, the described described photo classification mode selected according to user is carried out classification storage to described photo and comprised:
Recognition of face is carried out to the photo that current shooting obtains, obtains the number of person in described photo;
By in the described photo storage photograph album that extremely described number of person is corresponding.
3. photo classification method as claimed in claim 1, is characterized in that, the described described photo classification mode selected according to user is carried out classification storage to described photo and comprised:
Recognition of face is carried out to the photo that user selects from photograph album, obtains the number of person in described photo;
Described photo is moved to photograph album corresponding to described number of person from the photograph album of current storage.
4. photo classification method as claimed in claim 2 or claim 3, is characterized in that, after obtaining the number of person in described photo, described method also comprises:
With number of person, described photo is named.
5. photo classification method as claimed in claim 4, it is characterized in that, described method also comprises:
Obtain the shooting time of described photo;
Describedly with number of person, name is carried out to described photo and comprises:
With described number of person and described shooting time, described photo is named.
6. a photo classification device, is characterized in that, described device comprises:
Receiver module, for receiving the photo classification mode that user selects, described photo classification mode comprises classifies by number of person;
Memory module, the described photo classification mode for selecting according to user is carried out classification to described photo and is stored.
7. photo classification device as claimed in claim 6, it is characterized in that, described memory module comprises:
Recognition unit, carries out recognition of face for the photo obtained current shooting, obtains the number of person in described photo;
Storage unit, for by described photo storage in photograph album corresponding to described number of person.
8. photo classification device as claimed in claim 6, it is characterized in that, described memory module also comprises:
Recognition unit, carries out recognition of face for the photo selected from photograph album user, obtains the number of person in described photo;
Storage unit, for moving to described photo photograph album corresponding to described number of person from the photograph album of current storage.
9. photo classification device as claimed in claim 7 or 8, it is characterized in that, described device comprises:
Name module, for after obtaining the number of person in described photo, names described photo with number of person.
10. photo classification device as claimed in claim 9, it is characterized in that, described device also comprises:
Acquisition module, for obtaining the shooting time of described photo;
Described name module also for:
With described number of person and described shooting time, described photo is named.
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| CN201510306252.1A CN104850848A (en) | 2015-06-04 | 2015-06-04 | Picture classification method and apparatus |
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| CN201510306252.1A CN104850848A (en) | 2015-06-04 | 2015-06-04 | Picture classification method and apparatus |
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| CN105159959A (en) * | 2015-08-20 | 2015-12-16 | 广东欧珀移动通信有限公司 | Image file processing method and system |
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| CN107729540A (en) * | 2017-10-31 | 2018-02-23 | 努比亚技术有限公司 | Method, equipment and the computer of photo classification can storage mediums |
| CN107832420A (en) * | 2017-11-10 | 2018-03-23 | 维沃移动通信有限公司 | photo management method and mobile terminal |
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| CN105159959A (en) * | 2015-08-20 | 2015-12-16 | 广东欧珀移动通信有限公司 | Image file processing method and system |
| CN106502637A (en) * | 2015-09-07 | 2017-03-15 | Lg电子株式会社 | Mobile terminal and the method for operating the mobile terminal |
| CN107169367A (en) * | 2017-04-07 | 2017-09-15 | 北京安云世纪科技有限公司 | A kind of storage method, device and mobile terminal for shooting file |
| CN108228684B (en) * | 2017-05-26 | 2020-11-27 | 北京市商汤科技开发有限公司 | Method and device for training clustering model, electronic equipment and computer storage medium |
| CN108228684A (en) * | 2017-05-26 | 2018-06-29 | 北京市商汤科技开发有限公司 | Training method, device, electronic equipment and the computer storage media of Clustering Model |
| CN107729540A (en) * | 2017-10-31 | 2018-02-23 | 努比亚技术有限公司 | Method, equipment and the computer of photo classification can storage mediums |
| CN107832420A (en) * | 2017-11-10 | 2018-03-23 | 维沃移动通信有限公司 | photo management method and mobile terminal |
| CN107943984A (en) * | 2017-11-30 | 2018-04-20 | 广东欧珀移动通信有限公司 | Image processing method, device, computer equipment and computer-readable recording medium |
| US11182593B2 (en) | 2017-11-30 | 2021-11-23 | Guangdong Oppo Mobile Telecommunications Corp., Ltd. | Image processing method, computer device, and computer readable storage medium |
| CN107958069A (en) * | 2017-12-05 | 2018-04-24 | 广东欧珀移动通信有限公司 | The method and apparatus of image procossing, electronic equipment, computer-readable recording medium |
| CN108173831A (en) * | 2017-12-25 | 2018-06-15 | 北京佳艺徕经贸有限责任公司 | The distribution method and device of a kind of photo |
| CN108596263A (en) * | 2018-04-28 | 2018-09-28 | 东莞市华睿电子科技有限公司 | A kind of album picture classifying method |
| WO2020151396A1 (en) * | 2019-01-21 | 2020-07-30 | 华为技术有限公司 | Image classification method and electronic device |
| CN113302904A (en) * | 2019-01-21 | 2021-08-24 | 华为技术有限公司 | Image classification method and electronic equipment |
| US12010257B2 (en) | 2019-01-21 | 2024-06-11 | Huawei Technologies Co., Ltd. | Image classification method and electronic device |
| CN111488477A (en) * | 2019-01-25 | 2020-08-04 | 中国科学院半导体研究所 | Album processing method, apparatus, electronic device and storage medium |
| CN112698761A (en) * | 2020-12-30 | 2021-04-23 | 维沃移动通信有限公司 | Image display method and device and electronic equipment |
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