CN104484397A - Automatic image document sequencing method and automatic image document sequencing device - Google Patents

Automatic image document sequencing method and automatic image document sequencing device Download PDF

Info

Publication number
CN104484397A
CN104484397A CN201410773460.8A CN201410773460A CN104484397A CN 104484397 A CN104484397 A CN 104484397A CN 201410773460 A CN201410773460 A CN 201410773460A CN 104484397 A CN104484397 A CN 104484397A
Authority
CN
China
Prior art keywords
image
image document
critical field
field character
document
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201410773460.8A
Other languages
Chinese (zh)
Inventor
沈东辉
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shanghai Hehe Information Technology Development Co Ltd
Original Assignee
Shanghai Hehe Information Technology Development Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shanghai Hehe Information Technology Development Co Ltd filed Critical Shanghai Hehe Information Technology Development Co Ltd
Priority to CN201410773460.8A priority Critical patent/CN104484397A/en
Publication of CN104484397A publication Critical patent/CN104484397A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/10File systems; File servers
    • G06F16/16File or folder operations, e.g. details of user interfaces specifically adapted to file systems
    • G06F16/168Details of user interfaces specifically adapted to file systems, e.g. browsing and visualisation, 2d or 3d GUIs

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Character Input (AREA)
  • Character Discrimination (AREA)

Abstract

The invention discloses an automatic image document sequencing method which comprises the following steps: 1, acquiring multiple image documents; 2, respectively performing character recognition on images in each image document to obtain recognition results, extracting key field characters in the recognition results and enabling the key field characters to correspond to the image documents in which the key field characters are positioned; and 3, sequencing the image documents corresponding to the key field characters according to the key field characters used as sequencing reference. The invention further discloses an automatic image document sequencing method, a user can sequentially add the acquired image documents into the multiple sequentially-stored image documents after acquiring one or more image documents. The invention also discloses a device adopted in the automatic image document sequencing method. According to the adopted technical scheme, image documents acquired by the user can be automatically sequenced according to contents displayed by the image documents, so that great convenience in use is brought to the user.

Description

Image document auto ordering method and device
Technical field
The present invention relates to a kind of And Methods of Computer Date Processing, especially a kind of image document auto ordering method.The invention still further relates to a kind of computer data processing unit, especially a kind of image document automatic sequencing device.
Background technology
Now, camera has become the standard configuration of the electronic products such as smart mobile phone, panel computer and PC, people can obtain image with these equipment easily, carry out record, such as, take some important bill, files etc. for some information in the mode of taking pictures.But these are taken the image document obtained and store in such devices, are sorted by the order of equipment according to information such as filename, shooting time or file sizes.But filename needs manually to be arranged by user or by equipment according to the order of taking pictures or time automatic spanned file name, the randomness of shooting time or file size is also very strong, the content of these information and shooting does not all have inevitable contacting, therefore equipment cannot with reference to content of shooting for the storage order of image document, like this use of user is a great inconvenience with regard to tool, fast cannot finds the image document of needs accurately.
Summary of the invention
Technical matters to be solved by this invention is to provide image document auto ordering method, and the image document automatic sequencing device that this image document auto-sequencing adopts, can sort to image document automatically, thus enable user fast find the image document of needs accurately, promote the convenience that image document stores.
For solving the problems of the technologies described above, the technical scheme of image document auto ordering method of the present invention comprises the following steps:
Step one, obtains multiple image document;
Step 2, carries out Text region to the image in each described image document and obtains recognition result respectively, extracts the critical field character in described recognition result, and corresponding with the image document at this critical field character place;
Step 3, according to described critical field character as sort by, sorts to the image document corresponding to each critical field character.
The invention also discloses the image document automatic sequencing device that a kind of above-mentioned image document auto ordering method adopts, its technical scheme is, based on computer system, comprising:
Image document obtaining widget, is used for obtaining multiple image document;
Pictograph identification component, is used for respectively the image in each described image document being carried out to Text region and obtaining recognition result;
Critical field character extracting parts, is used for the critical field character extracted in described recognition result, and corresponding with the image document at this critical field character place;
Ordering element, is used for according to described critical field character as sort by, sorts to the image document corresponding to each critical field character.
The present invention again discloses a kind of image document auto ordering method, its technical scheme is, comprise and store multiple first image document, described multiple first image document is according to the order sequence of its respective first critical field character, and the method for described image document auto-sequencing is further comprising the steps of:
Step one, obtains at least one second image document;
Step 2, carries out Text region to the image in each described second image document and obtains recognition result respectively, extracts the second critical field character in described recognition result, and corresponding with second image document at this second critical field character place;
Step 3, by described second critical field character compared with described first critical field character, according to described first critical field character and the second critical field character as sort by, the second image document corresponding to described second critical field character is inserted into the relevant position in described first image document sequence, completes image document auto-sequencing.
The present invention again discloses the image document automatic sequencing device that a kind of above-mentioned image document auto ordering method adopts, and its technical scheme is, based on computer system, comprising:
First image document parts, store multiple first image document, and described multiple first image document is according to the order sequence of its respective first critical field character;
Second image document obtaining widget, is used for obtaining at least one second image document;
Second pictograph identification component, is used for respectively the image in each described second image document being carried out to Text region and obtaining recognition result;
Second critical field character extracting parts, is used for the second critical field character extracted in described recognition result, and corresponding with second image document at this second critical field character place;
Parts are added in sequence, be used for described second critical field character compared with described first critical field character, according to described first critical field character and the second critical field character as sort by, the second image document corresponding to described second critical field character is inserted into the relevant position in described first image document sequence.
The present invention is by adopting technique scheme, and the content that the image document that user is obtained can show according to it is by auto-sequencing, convenient for users to use greatly.
Accompanying drawing explanation
Below in conjunction with drawings and Examples, the present invention is further detailed explanation:
Fig. 1-Fig. 3 is the schematic diagram of an image document auto ordering method of the present invention embodiment;
Fig. 4-Fig. 6 is the schematic diagram of another embodiment of image document auto ordering method of the present invention.
Embodiment
The invention discloses a kind of image document auto ordering method, such as smart mobile phone, panel computer or traditional PC etc. can be adopted to have the equipment of computer system, complete the auto-sequencing to image document.In embodiment shown in Fig. 1-Fig. 3, for the image document of receipt, describe embody rule of the present invention.As shown in Figure 1-Figure 3, image document auto ordering method of the present invention comprises the following steps:
Step one, obtain multiple image document, as depicted in figs. 1 and 2, obtain the image document being numbered the receipt of 0001 and 0002 with smart mobile phone, obtain the mode of multiple image document for selecting existing image document, or obtain new image document with style of shooting.
Step 2, respectively the image in each described image document is carried out to Text region and obtains recognition result, extract the critical field character in described recognition result, and it is corresponding with the image document at this critical field character place, as depicted in figs. 1 and 2, the numbering in extraction image is as critical field character.
Step 3, according to described critical field character as sort by, sorts to the image document corresponding to each critical field character, as shown in Figure 3, according to the order of numbering, sorts to the image document obtained in Fig. 1 and Fig. 2.
In image document, a large amount of character images may be there is, if carry out Text region to all images, the system resource of meeting at substantial and time, therefore, in described step 2, certain region can be specified by user in the image of image document, afterwards the region that image procossing specifies to select user be carried out to described image, then Text region is carried out to the image in selected region, so targetedly certain region is identified, the efficiency of Text region can be improved greatly.
In image document, can there is the background of shooting in the image document especially adopting style of shooting to obtain, and text color in some images is different, all can impact Text region unavoidably in the picture.Therefore, in described step 2, also comprise and at least one mode in trimming, rotation, stretching and image enhaucament, the step of image procossing is carried out to the image in image document, afterwards Text region is carried out to the image carrying out image procossing, to improve the accuracy of Text region.
In image document auto ordering method of the present invention, described critical field character is at least one in following four kinds of situations:
1. critical field character described in be arranged in the ad-hoc location on image document image or be positioned at carry out image procossing after ad-hoc location on the image that obtains.For some formatted files, its numbering on the ad-hoc location of file, therefore can be passed through the character of ad-hoc location as critical field character.
2. the field that critical field character described in includes specific key word or described critical field character place includes specific key word." numbering: 0001 " and " numbering: 0002 " as depicted in figs. 1 and 2, wherein contain specific key word " numbering ", therefore can using " numbering: 0001 " and " numbering: 0002 " as critical field character, or by " numbering " " 0001 " and " 0002 " below as critical field character.
3. the field that critical field character described in meets specific form or described critical field character place meets specific form." on January 1st, 2014 " and " on February 1st, 2014 " as depicted in figs. 1 and 2, its form meets the form of " year, month, day ", therefore also can using this date as critical field character.
4. critical field character described in is the character that user selects in described recognition result.User also can select specific character as sort by voluntarily in recognition result.
In described step 3, comprise the step marked described image document, the order of mark is consistent with the clooating sequence of image document.Described tag content comprises described critical field character.Such as, directly the filename of image document shown in Fig. 1-Fig. 3 can be changed to numbering shown in image, in this, as mark.
The invention also discloses the image document automatic sequencing device that a kind of above-mentioned image document auto ordering method adopts, based on computer system, comprising:
Image document obtaining widget, is used for obtaining multiple image document;
Pictograph identification component, is used for respectively the image in each described image document being carried out to Text region and obtaining recognition result;
Critical field character extracting parts, is used for the critical field character extracted in described recognition result, and corresponding with the image document at this critical field character place;
Ordering element, is used for according to described critical field character as sort by, sorts to the image document corresponding to each critical field character.
Described image document automatic sequencing device also comprises image specified parts, in the image of image document, certain region is specified by user, by described, the region that image procossing specifies to select user is carried out to described image afterwards, then by described pictograph identification component, Text region is carried out to the image in selected region.
Described image document automatic sequencing device also comprises image processing section, be used for carrying out image procossing to the image in image document at least one mode in trimming, rotation, stretching and image enhaucament, by described pictograph identification component, Text region carried out to the image carrying out image procossing afterwards.
Also comprise critical field character alternative pack in described critical field character extracting parts, character user selected in described recognition result is as critical field character.
Described image document automatic sequencing device also comprises image document flag member, marks described image document, and the order of mark is consistent with the clooating sequence of image document.
Above-mentioned image document auto ordering method disclosed in this invention and device, can carry out auto-sequencing to multiple image document that need not arrange automatically.But user is likely orderly stores multiple image document, and after newly obtaining one or more image document, wishes orderly being added into by the image document newly obtained in the multiple image documents stored.For this reason, the present invention again discloses another kind of image document auto ordering method, comprise and store multiple first image document, described multiple first image document is according to the order sequence of its respective first critical field character, as shown in Figure 3, the method for described image document auto-sequencing is further comprising the steps of:
Step one, obtains at least one second image document, as shown in Figure 4, obtains the image document of the receipt being numbered 0003.The mode of at least one the second image document of described acquisition for selecting existing image document, or obtains new image document with style of shooting.
Step 2, respectively the image in each described second image document is carried out to Text region and obtains recognition result, extract the second critical field character in described recognition result, and it is corresponding with second image document at this second critical field character place, as shown in Figure 4, numbering in extraction image is as critical field character, or the date of extracting in image is as critical field character.
Step 3, by described second critical field character compared with described first critical field character, according to described first critical field character and the second critical field character as sort by, the second image document corresponding to described second critical field character is inserted into the relevant position in described first image document sequence, complete image document auto-sequencing, as shown in Figure 5, the image document obtained by Fig. 4 order is by number added in the image document shown in Fig. 3, or as shown in Figure 6, the image document obtained by Fig. 4 order is by date added in the image document shown in Fig. 3.
In image document, a large amount of character images may be there is, if carry out Text region to all images, the system resource of meeting at substantial and time, therefore, in described step 2, in the image of the second image document, specify certain region by user, afterwards the region that image procossing specifies to select user is carried out to described image, then Text region is carried out to the image in selected region, so targetedly certain region is identified, the efficiency of Text region can be improved greatly.
In image document, can there is the background of shooting in the image document especially adopting style of shooting to obtain, and text color in some images is different, all can impact Text region unavoidably in the picture.Therefore, in described step 2, also comprise and at least one mode in trimming, rotation, stretching and image enhaucament, the step of image procossing is carried out to the image in described second image document, afterwards Text region is carried out to the image carrying out image procossing, to improve the accuracy of Text region.
In image document auto ordering method of the present invention, described critical field character is at least one in following four kinds of situations:
1. critical field character described in be arranged in the ad-hoc location on the second image document image or be positioned at carry out image procossing after ad-hoc location on the image that obtains.For some formatted files, its numbering on the ad-hoc location of file, therefore can be passed through the character of ad-hoc location as critical field character.
2. the field that critical field character described in includes specific key word or described critical field character place includes specific key word." numbering: 0003 " as shown in Figure 4, wherein contains specific key word " numbering ", therefore can using " numbering: 0003 " as critical field character, or by " numbering " " 0003 " below as critical field character.
3. the field that critical field character described in meets specific form or described critical field character place meets specific form." on January 15th, 2014 " as shown in Figure 4, its form meets the form of " year, month, day ", therefore also can using this date as critical field character.
4. critical field character described in is the character that user selects in described recognition result.User also can select specific character as sort by voluntarily in recognition result.
Described multiple first image document has the mark for representing its order respectively, and in described step 3, comprise the step marked described second image document, the order of mark is consistent with the clooating sequence of the first image document and the second image document.Described tag content comprises described critical field character.Such as, directly the filename of image document shown in Fig. 3 and Fig. 4 can be changed to numbering shown in image, in this, as mark.
Further comprising the steps of before described step 3: respectively the image in each described first image document to be carried out to Text region and obtains recognition result, extract the first critical field character in described recognition result, and corresponding with first image document at this first critical field character place.Like this, though do not preserve in the first image document indicate its order the first critical field character, also can by the mode of image recognition real-time get this first critical field character.
The invention also discloses the image document automatic sequencing device that a kind of above-mentioned image document auto ordering method adopts, based on computer system, comprising:
First image document parts, store multiple first image document, and described multiple first image document is according to the order sequence of its respective first critical field character;
Second image document obtaining widget, is used for obtaining at least one second image document;
Second pictograph identification component, is used for respectively the image in each described second image document being carried out to Text region and obtaining recognition result;
Second critical field character extracting parts, is used for the second critical field character extracted in described recognition result, and corresponding with second image document at this second critical field character place;
Parts are added in sequence, be used for described second critical field character compared with described first critical field character, according to described first critical field character and the second critical field character as sort by, the second image document corresponding to described second critical field character is inserted into the relevant position in described first image document sequence.
Described image document automatic sequencing device also comprises the second image specified parts, in the image of the second image document, certain region is specified by user, by described, the region that image procossing specifies to select user is carried out to described second image afterwards, then by described second pictograph identification component, Text region is carried out to the image in selected region.
Described image document automatic sequencing device also comprises the second image processing section, be used for carrying out image procossing to the image in the second image document at least one mode in trimming, rotation, stretching and image enhaucament, by described second pictograph identification component, Text region carried out to the image carrying out image procossing afterwards.
Also comprise the second critical field character alternative pack in described second critical field character extracting parts, character user selected in described recognition result is as the second critical field character.
The first image document stored in described first image document parts has the mark for representing its order respectively, described image document automatic sequencing device also comprises the second image document flag member, mark described second image document, the order of mark is consistent with the clooating sequence of the first image document and the second image document.
The present invention is by adopting technique scheme, and the content that the image document that user is obtained can show according to it is by auto-sequencing, convenient for users to use greatly.
The foregoing is only preferred embodiment of the present invention, and be not used to limit substantial technological context of the present invention, substantial technological content of the present invention be broad sense be defined in the right of application, any technology entities that other people complete or method, if with application right define identical, also or a kind of change of equivalence, be all covered by being regarded as among this right.

Claims (25)

1. an image document auto ordering method, is characterized in that, comprises the following steps:
Step one, obtains multiple image document;
Step 2, carries out Text region to the image in each described image document and obtains recognition result respectively, extracts the critical field character in described recognition result, and corresponding with the image document at this critical field character place;
Step 3, according to described critical field character as sort by, sorts to the image document corresponding to each critical field character.
2. image document auto ordering method according to claim 1, is characterized in that, in described step one, obtains the mode of multiple image document for selecting existing image document, or obtains new image document with style of shooting.
3. image document auto ordering method according to claim 1, it is characterized in that, in described step 2, in the image of image document, certain region is specified by user, afterwards the region that image procossing specifies to select user is carried out to described image, then Text region is carried out to the image in selected region.
4. image document auto ordering method according to claim 1, it is characterized in that, in described step 2, also comprise and at least one mode in trimming, rotation, stretching and image enhaucament, the step of image procossing is carried out to the image in image document, afterwards Text region is carried out to the image carrying out image procossing.
5. the image document auto ordering method according to claim 1,3 or 4, is characterized in that, described critical field character is at least one in following four kinds of situations:
Described critical field character be arranged in the ad-hoc location on image document image or be positioned at carry out image procossing after ad-hoc location on the image that obtains;
The field that described critical field character includes specific key word or described critical field character place includes specific key word;
The field that described critical field character meets specific form or described critical field character place meets specific form;
Described critical field character is the character that user selects in described recognition result.
6. image document auto ordering method according to claim 1, is characterized in that, in described step 3, comprise the step marked described image document, the order of mark is consistent with the clooating sequence of image document.
7. image document auto ordering method according to claim 6, is characterized in that, described tag content comprises described critical field character.
8. the image document auto ordering method as described in claim 1-7 any one the image document automatic sequencing device that adopts, it is characterized in that, based on computer system, comprising:
Image document obtaining widget, is used for obtaining multiple image document;
Pictograph identification component, is used for respectively the image in each described image document being carried out to Text region and obtaining recognition result;
Critical field character extracting parts, is used for the critical field character extracted in described recognition result, and corresponding with the image document at this critical field character place;
Ordering element, is used for according to described critical field character as sort by, sorts to the image document corresponding to each critical field character.
9. image document automatic sequencing device according to claim 8, it is characterized in that, also comprise image specified parts, in the image of image document, certain region is specified by user, by described, the region that image procossing specifies to select user is carried out to described image afterwards, then by described pictograph identification component, Text region is carried out to the image in selected region.
10. image document automatic sequencing device according to claim 8, it is characterized in that, also comprise image processing section, be used for carrying out image procossing to the image in image document at least one mode in trimming, rotation, stretching and image enhaucament, by described pictograph identification component, Text region carried out to the image carrying out image procossing afterwards.
11. image document automatic sequencing devices according to claim 8, is characterized in that, also comprise critical field character alternative pack in described critical field character extracting parts, character user selected in described recognition result is as critical field character.
12. image document automatic sequencing devices according to claim 8, is characterized in that, also comprise image document flag member, mark described image document, the order of mark is consistent with the clooating sequence of image document.
13. 1 kinds of image document auto ordering methods, it is characterized in that, comprise and store multiple first image document, described multiple first image document is according to the order sequence of its respective first critical field character, and the method for described image document auto-sequencing is further comprising the steps of:
Step one, obtains at least one second image document;
Step 2, carries out Text region to the image in each described second image document and obtains recognition result respectively, extracts the second critical field character in described recognition result, and corresponding with second image document at this second critical field character place;
Step 3, by described second critical field character compared with described first critical field character, according to described first critical field character and the second critical field character as sort by, the second image document corresponding to described second critical field character is inserted into the relevant position in described first image document sequence, completes image document auto-sequencing.
14. image document auto ordering methods according to claim 13, is characterized in that, in described step one, obtain the mode of at least one the second image document for selecting existing image document, or obtain new image document with style of shooting.
15. image document auto ordering methods according to claim 13, it is characterized in that, in described step 2, in the image of the second image document, certain region is specified by user, afterwards the region that image procossing specifies to select user is carried out to described image, then Text region is carried out to the image in selected region.
16. image document auto ordering methods according to claim 13, it is characterized in that, in described step 2, also comprise and at least one mode in trimming, rotation, stretching and image enhaucament, the step of image procossing is carried out to the image in described second image document, afterwards Text region is carried out to the image carrying out image procossing.
17. image document auto ordering methods according to claim 13,15 or 16, it is characterized in that, described critical field character is at least one in following four kinds of situations:
Described critical field character be arranged in the ad-hoc location on the second image document image or be positioned at carry out image procossing after ad-hoc location on the image that obtains;
The field that described critical field character includes specific key word or described critical field character place includes specific key word;
The field that described critical field character meets specific form or described critical field character place meets specific form;
Described critical field character is the character that user selects in described recognition result.
18. image document auto ordering methods according to claim 13, it is characterized in that, described multiple first image document has the mark for representing its order respectively, in described step 3, comprise the step marked described second image document, the order of mark is consistent with the clooating sequence of the first image document and the second image document.
19. image document auto ordering methods according to claim 18, is characterized in that, described tag content comprises described critical field character.
20. image document auto ordering methods according to claim 13, it is characterized in that, further comprising the steps of before described step 3: respectively the image in each described first image document to be carried out to Text region and obtains recognition result, extract the first critical field character in described recognition result, and corresponding with first image document at this first critical field character place.
21. 1 kinds of image document auto ordering methods as described in claim 13-20 any one the image document automatic sequencing device that adopts, it is characterized in that, based on computer system, comprising:
First image document parts, store multiple first image document, and described multiple first image document is according to the order sequence of its respective first critical field character;
Second image document obtaining widget, is used for obtaining at least one second image document;
Second pictograph identification component, is used for respectively the image in each described second image document being carried out to Text region and obtaining recognition result;
Second critical field character extracting parts, is used for the second critical field character extracted in described recognition result, and corresponding with second image document at this second critical field character place;
Parts are added in sequence, be used for described second critical field character compared with described first critical field character, according to described first critical field character and the second critical field character as sort by, the second image document corresponding to described second critical field character is inserted into the relevant position in described first image document sequence.
22. image document automatic sequencing devices according to claim 21, it is characterized in that, also comprise the second image specified parts, in the image of the second image document, certain region is specified by user, by described, the region that image procossing specifies to select user is carried out to described second image afterwards, then by described second pictograph identification component, Text region is carried out to the image in selected region.
23. image document automatic sequencing devices according to claim 21, it is characterized in that, also comprise the second image processing section, be used for carrying out image procossing to the image in the second image document at least one mode in trimming, rotation, stretching and image enhaucament, by described second pictograph identification component, Text region carried out to the image carrying out image procossing afterwards.
24. image document automatic sequencing devices according to claim 21, it is characterized in that, also comprise the second critical field character alternative pack in described second critical field character extracting parts, character user selected in described recognition result is as the second critical field character.
25. image document automatic sequencing devices according to claim 21, it is characterized in that, the first image document stored in described first image document parts has the mark for representing its order respectively, described image document automatic sequencing device also comprises the second image document flag member, mark described second image document, the order of mark is consistent with the clooating sequence of the first image document and the second image document.
CN201410773460.8A 2014-12-16 2014-12-16 Automatic image document sequencing method and automatic image document sequencing device Pending CN104484397A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201410773460.8A CN104484397A (en) 2014-12-16 2014-12-16 Automatic image document sequencing method and automatic image document sequencing device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201410773460.8A CN104484397A (en) 2014-12-16 2014-12-16 Automatic image document sequencing method and automatic image document sequencing device

Publications (1)

Publication Number Publication Date
CN104484397A true CN104484397A (en) 2015-04-01

Family

ID=52758938

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201410773460.8A Pending CN104484397A (en) 2014-12-16 2014-12-16 Automatic image document sequencing method and automatic image document sequencing device

Country Status (1)

Country Link
CN (1) CN104484397A (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106599857A (en) * 2016-12-20 2017-04-26 广东欧珀移动通信有限公司 Image identification method, apparatus, computer-readable storage medium and terminal device
CN106874947A (en) * 2017-02-07 2017-06-20 第四范式(北京)技术有限公司 Method and apparatus for determining word shape recency
CN108363781A (en) * 2018-02-11 2018-08-03 维沃移动通信有限公司 A kind of picture sending method, terminal and computer readable storage medium
CN113176979A (en) * 2021-05-24 2021-07-27 平安国际智慧城市科技股份有限公司 Application program abnormity monitoring method and device, computer equipment and storage medium

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101162471A (en) * 2007-11-15 2008-04-16 华为技术有限公司 Method and device for insert sorting
US20120323936A1 (en) * 2011-06-16 2012-12-20 Gn Netcom A/S Computer-implemented method of arranging text items in a predefined order
CN102938061A (en) * 2012-12-05 2013-02-20 上海合合信息科技发展有限公司 Convenient and electronic professional laptop and automatic page number identification method thereof

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101162471A (en) * 2007-11-15 2008-04-16 华为技术有限公司 Method and device for insert sorting
US20120323936A1 (en) * 2011-06-16 2012-12-20 Gn Netcom A/S Computer-implemented method of arranging text items in a predefined order
CN102938061A (en) * 2012-12-05 2013-02-20 上海合合信息科技发展有限公司 Convenient and electronic professional laptop and automatic page number identification method thereof

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106599857A (en) * 2016-12-20 2017-04-26 广东欧珀移动通信有限公司 Image identification method, apparatus, computer-readable storage medium and terminal device
CN106874947A (en) * 2017-02-07 2017-06-20 第四范式(北京)技术有限公司 Method and apparatus for determining word shape recency
CN106874947B (en) * 2017-02-07 2019-03-12 第四范式(北京)技术有限公司 Method and apparatus for determining text shape recency
CN108363781A (en) * 2018-02-11 2018-08-03 维沃移动通信有限公司 A kind of picture sending method, terminal and computer readable storage medium
CN108363781B (en) * 2018-02-11 2021-06-08 维沃移动通信有限公司 Picture sending method, terminal and computer readable storage medium
CN113176979A (en) * 2021-05-24 2021-07-27 平安国际智慧城市科技股份有限公司 Application program abnormity monitoring method and device, computer equipment and storage medium

Similar Documents

Publication Publication Date Title
US20240070214A1 (en) Image searching method and apparatus
CN109241374B (en) Book information base updating method and library book positioning method
WO2017129018A1 (en) Picture processing method and apparatus, and smart terminal
CN103049446A (en) Image retrieving method and device
US9424279B2 (en) Presenting image search results
CN104572735B (en) A kind of picture mark words recommending method and device
CN105260385B (en) A kind of picture retrieval method
CN103761303A (en) Method and device for picture arrangement display
CN104484397A (en) Automatic image document sequencing method and automatic image document sequencing device
CN102945377B (en) Obtain method and the device of content in papery notebook
CN104572847B (en) A kind of method and device of photo name
CN102938061A (en) Convenient and electronic professional laptop and automatic page number identification method thereof
WO2016145844A1 (en) Picture sorting method and corresponding picture storage and display device
CN106610983A (en) Picture management method and apparatus, and terminal
US10331953B2 (en) Image processing apparatus
CN104063444A (en) Method and device for generating thumbnail
JP2019169178A (en) Information processing system and processing method of the same, and program
KR20140066686A (en) Method for determining if business card about to be added is present in contact list
KR101307325B1 (en) System for dual-searching image using region of interest set
KR20170095543A (en) Automatic layout photo album Processing System using history
CN111079777A (en) Page positioning-based point reading method and electronic equipment
CN112800246B (en) Policy pedigree construction method and device and electronic equipment
ES2792275T3 (en) Query method, apparatus, system and client for product description
US11010978B2 (en) Method and system for generating augmented reality interactive content
RU2012117557A (en) EXTRACTION OF RADIOLOGICAL RESEARCH DATA USING THE REQUEST ON THE BASIS OF IMAGES

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
CB02 Change of applicant information
CB02 Change of applicant information

Address after: 200436 building A, No. 1268, Wanrong Road, Jingan District, Shanghai

Applicant after: Shanghai Hehe Information Technology Development Co., Ltd.

Address before: 7, No. 200433, building 335, building 3, National Road, Yangpu District, Shanghai, B

Applicant before: Shanghai Hehe Information Technology Development Co., Ltd.

RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20150401