CN106484722A - A kind of image procossing and searching method, device and system - Google Patents
A kind of image procossing and searching method, device and system Download PDFInfo
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- CN106484722A CN106484722A CN201510543519.9A CN201510543519A CN106484722A CN 106484722 A CN106484722 A CN 106484722A CN 201510543519 A CN201510543519 A CN 201510543519A CN 106484722 A CN106484722 A CN 106484722A
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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
- G06F16/5866—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, manually generated location and time information
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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
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Abstract
The invention discloses a kind of image procossing and searching method, device and system, in order to realize the automatic search for image.The image processing method that server side is implemented, including:The first image file that identification first terminal is uploaded, obtains the second image file using word tag information labeling recognition result on described first image file;Second image file is returned to the first terminal.The image search method that end side is implemented, including receiving image search requests, carries search keyword information in described image searching request;In the word tag information of each image file, the word tag information that mates with the search keyword information is searched;Return, for described image searching request, the image file that word tag information is mated with the search keyword information.
Description
Technical field
The present invention relates to picture search technical field, more particularly to a kind of image procossing and searching method, device
And system.
Background technology
With the development of mobile Internet, the message content that instant messaging class application can be transmitted by is from initial text
Originally the Rich Media such as voice, image, video form is gradually extended to.In instant message class application, comprising figure
Proportion shared by the message (hereinafter referred to as image message) of picture is also increasing.
In practical application, user exists for the search need of message content.But, at present for disappearing immediately
The search of breath only adapts to the search for text message, speech message etc., if the user desired that search transmitting-receiving
Image message, user can only thumb history message record one by one, and whether every image that artificial judgment has been received and dispatched
Required for oneself, complex operation, it can be seen that, how to realize becoming for the automatic search of image message
One of technical problem urgently to be resolved hurrily in prior art.
Content of the invention
The embodiment of the present invention provides a kind of image procossing and searching method, device and system, in order to realize being directed to
The automatic search of image.
The embodiment of the present invention provides the image processing method that a kind of server side is implemented, including:
The first image file that identification first terminal is uploaded, using word tag on described first image file
Information labeling recognition result obtains the second image file;
Second image file is returned to the first terminal.
The embodiment of the present invention provides the image processing method that a kind of end side is implemented, including:
The first image file is uploaded to server;
The second image file of server return is received, second image file is known for the server
After other described first image file, using word tag information labeling identification knot on described first image file
Fruit obtains.
The embodiment of the present invention provides a kind of picture search of the image processing method that implements based on above-mentioned end side
Method, including:
Image search requests are received, in described image searching request, carries search keyword information;
In the word tag information of each image file, the word mated with the search keyword information is searched
Label information;
Return what word tag information was mated with the search keyword information for described image searching request
Image file.
The embodiment of the present invention provides the image processing apparatus that a kind of server side is implemented, including:
Recognition unit, for recognizing the first image file of first terminal upload, in described first image file
Upper utilization word tag information labeling recognition result obtains the second image file;
Returning unit, for returning second image file to the first terminal.
The embodiment of the present invention provides the image processing apparatus that a kind of end side is implemented, including:
Uploading unit, for uploading the first image file to server;
First receiving unit, for receiving the second image file of server return, second image
After file is for the server identification described first image file, using word on described first image file
Label information mark recognition result is obtained.
The embodiment of the present invention provides a kind of image search apparatus, including:
Second receiving unit, for receiving image search requests, carries search in described image searching request
Keyword message;
Searching unit, for, in the word tag information of each image file, searching and the search key
The word tag information of information matches;
Returning unit, crucial with the search for returning word tag information for described image searching request
The image file of word information matches.
The embodiment of the present invention provides a kind of image processing system, including terminal server, wherein, the clothes
The image processing apparatus of above-mentioned server side enforcement are provided with business device, and in the terminal, equipment has above-mentioned end
Image processing apparatus and/or above-mentioned image search apparatus that side is implemented.
Image procossing provided in an embodiment of the present invention and searching method, device and system, by server to terminal
The image file of upload is identified, and by using the image obtained after word tag information labeling recognition result
File feeds back to terminal, this, when picture search is carried out, can be by search key and image file
In word tag information mated, and return the image file of coupling, thus, word based on mark
Label information achieves the automatic search of image.
Other features and advantages of the present invention will be illustrated in the following description, also, partly from explanation
Become apparent in book, or understood by implementing the present invention.The purpose of the present invention and other advantages can
Realize and obtain by specifically noted structure in the specification that is write, claims and accompanying drawing
?.
Description of the drawings
Accompanying drawing described herein is used for providing a further understanding of the present invention, constitutes of the present invention
Point, the schematic description and description of the present invention is used for explaining the present invention, does not constitute to the present invention not
Work as restriction.In the accompanying drawings:
Fig. 1 is the implementation process diagram of server implementation image processing method in the embodiment of the present invention;
Fig. 2 is the implementation process diagram of terminal real-time image processing method in the embodiment of the present invention;
Fig. 3 is the implementation process diagram of image search method in the embodiment of the present invention;
Fig. 4 a is that user A transmits the schematic diagram of a scenario of image file to user B in the embodiment of the present invention;
Fig. 4 b is the reality in the embodiment of the present invention, when image procossing and searching method are applied in instant message
Apply illustration to be intended to;
Fig. 5 is the structural representation of the first image processing apparatus in the embodiment of the present invention;
Fig. 6 is the structural representation of second image processing apparatus in the embodiment of the present invention;
Fig. 7 is the result schematic diagram of image search apparatus in the embodiment of the present invention;
Fig. 8 is the structural representation of image processing system in the embodiment of the present invention.
Specific embodiment
In order to the automatic search of image is realized, a kind of image procossing and searcher in the embodiment of the present invention, is provided
Method, device and system.
The preferred embodiments of the present invention are illustrated below in conjunction with Figure of description, it will be appreciated that this place
The preferred embodiment of description is merely to illustrate and explains the present invention, is not intended to limit the present invention, and not
In the case of conflict, the embodiment in the present invention and the feature in embodiment can be mutually combined.
As shown in figure 1, for the implementation process diagram of server side real-time image processing method, can include
Following steps:
The first image file that S11, identification first terminal are uploaded, using word mark on the first image file
Sign information labeling recognition result and obtain the second image file.
Wherein the first image file can be obtained according to following either type for server:
Mode one,
The image file for having shot can be uploaded to server using first terminal and carry out image recognition by user,
For example, user after shooting completes image file, i.e., being uploaded to server using first terminal carries out image knowledge
Not.
Mode two,
Image file locally stored for first terminal is uploaded to server and is identified by user.
Mode three,
User with good friend using instant communication client chat when, the image transmitted to good friend by server
File.
Server is carried out to the first image file using image recognition technology after the first image file is obtained
Picture material recognizes, such as the article that includes in identification image, scene, personage etc..According to recognition result
Corresponding word tag information is generated, using corresponding identification knot in the word tag information labeling image for generating
Really.
S12, to first terminal return the second image file.
Preferably, the word tag information in the second image file is editable label information.Allow to use
Family is modified to the word tag information in the second image file.
Based on this, the image processing method that server side is implemented can also be comprised the following steps:Receive first eventually
The 3rd image file that end uploads, wherein, the 3rd image file is to change the word mark in the second image file
Obtain after label information;Revise in the identification storehouse of storage, the word tag information of corresponding recognition result is the 3rd
The word tag information carried in image file.
When being embodied as, after first terminal receives the second image file, can be in locally displayed second image
Whether file, user are accurate according to the word tag validation of information recognition result marked in the second image file,
If inaccurate, word tag information can be modified and the 3rd image file is obtained, and by first eventually
3rd image file is uploaded onto the server by end, and server compares the 3rd image file and the second image file
Afterwards, the word tag information of corresponding recognition result is changed.For example, server is identified in the first image file
Rose, and in the first image file rose correspondence position subscript note word tag information " rose
Flower " after obtain the second image file, the second image file is sent to after first terminal, user by mark
Word tag information " rose " is revised as " green rose " and obtains the 3rd image file, and user passes through
3rd image file is sent to server by first terminal, and server compares the second image file and the 3rd image
File, according to comparison result, revises in the identification storehouse of its storage, the word tag information of corresponding recognition result
For " green rose ".
By above-mentioned steps, the identification storehouse of server storage can be constantly revised, lifting server end image is known
Other accuracy rate.
It should be noted that when being embodied as, if it is above-mentioned that server obtains the mode of the first image file
During mode three, server also needs to forward the second image file or the 3rd image text to the good friend of the user
Part, specifically, server can by good friend from second terminal to the user forward the second image file or
3rd image file.First terminal and second terminal are receiving the second image file or the 3rd image file
Afterwards, the second image file or the 3rd image file are shown, and in locally stored the second image text for receiving
Part or the 3rd image file.
When being embodied as, it is also possible to carry out image recognition and using word tag information to identification in terminal local
As a result it is labeled and stores.
Accordingly, the embodiment of the present invention additionally provides a kind of image processing method of end side enforcement, such as Fig. 2
Shown, may comprise steps of:
S21, to server upload the first image file.
Equally, terminal can upload the first image file by following either type to server:
Mode one,
The image file for having shot can be uploaded to server using first terminal and carry out image recognition by user,
For example, user after shooting completes image file, i.e., being uploaded to server using first terminal carries out image knowledge
Not.
Mode two,
Image file locally stored for first terminal is uploaded to server and is identified by user.
Mode three,
User with good friend using instant communication client chat when, the image transmitted to good friend by server
File.
S22, receive the second image file that the server is returned.
Wherein, the second image file carries out picture material knowledge for server to the first image file that terminal is uploaded
After not, obtained using word tag information labeling recognition result on the first image file.
Specifically, server is after the first image file is obtained, using image recognition technology to the first image
File carries out picture material identification, the such as article included in identification image, scene, personage etc..According to
Recognition result generates corresponding word tag information, using corresponding in the word tag information labeling image for generating
Recognition result obtain the second image file.
Preferably, the word tag information of server mark is editable label information.Terminal is being received
After second image file, the second image file is displayed to the user that, if the user thinks that in the second image file
Word tag information is inaccurate, can modify and obtain the 3rd image file, and terminal is by the 3rd image file
Server is uploaded to, for the identification storehouse of its storage of server correction, improves the accuracy rate of picture material identification.
Based on this, end side implement image processing method, can also comprise the following steps:To on server
Pass the 3rd image file that the word tag information in the second image file of modification is obtained.
Terminal is in locally stored second image file and the 3rd image file.
The second image file stored based on terminal local or the 3rd image file, if user has search to need
When asking, can be scanned for using search key search.Below to carry out image with reference to user using terminal
The implementing procedure of search is illustrated to image search method provided in an embodiment of the present invention.
As shown in figure 3, for the implementation process diagram of image search method provided in an embodiment of the present invention, can
To comprise the following steps:
S31, reception image search requests.
Wherein, search keyword information is carried in image search requests.When being embodied as, user is entering
During row picture search, search key is input in the search box that terminal shows.
S32, in the word tag information of each image file, search the text that mates with search keyword information
Word label information.
When being embodied as, after image search requests are received, according to the search key for wherein carrying at this
Search for, in the word tag information of ground storage, the word tag information that mates with search key.Specific coupling
Mode is identical with the existing matching process for text search, repeats no more here.
S33, word tag information and the search keyword information is returned for the image search requests that receive
The image file of coupling.
Specifically, the image file that the word tag information for matching is located is returned.
In order to be better understood from the present invention, below with user A using terminal A with user B using immediately
In communication software chat process, user A is to as a example by user B transmission image file to the embodiment of the present invention
Specific implementation process is illustrated, and wherein user B using terminal B is communicated with user A.As Fig. 4 a
Shown, it is schematic diagram of a scenario of the user A to user B transmission image file, as shown in Figure 4 b, can wraps
Include following steps:
S41, user A using terminal A send the first image file by server to terminal B.
S42, server receive the first image file that user A sends to user.
S43, server carry out picture material identification to the first image file.
For example, server is carried out to the first image file after picture material identification, identify article therein,
The contents such as scene.
S44, server generate word tag information according to recognition result and mark on the first image file
To the second image file.
Second image file is sent respectively to terminal A and terminal B by S45, server.
S46, terminal A and terminal B store the second image file for receiving respectively.
S47, user A submit image search requests to terminal A, wherein carry search key.
Specifically, when needing to carry out picture search, which can submit searching request to terminal A to user A,
And search key is input in the search box that terminal A shows.
S48, terminal A are searched word tag information and are searched in the image file of storage according to search key
The image file of rope keyword match.
S49, terminal A return the image file for searching.
When being embodied as, when needing to carry out picture search, which can submit search to terminal B to user B
Request, and search key is input in the search box that terminal B shows, terminal B is according to search key
The image file that word tag information is mated with search key is searched in the image file of storage, and is returned
The image file for searching.
When being embodied as, the search key of user input can also be sent to server by terminal, assist clothes
Business device updates identification storehouse and recognizer, lifts the accuracy of server end picture material identification.
It should be noted that terminal B can receive multiple terminals, such as terminal A1, A2 ... ... An
The first image file for sending, first image file is by second obtained after server mark word tag information
Image file is transmitted to terminal B, and terminal B is in the locally stored figure for being labelled with word tag information for receiving
As file.
In image procossing provided in an embodiment of the present invention and searching method, server is obtaining terminal upload
After first image file, the image file to obtaining carries out picture material identification, and it is right to be generated according to recognition result
The word tag information that answers, and in the picture using the corresponding recognition result of the word tag information labeling for generating
The second image file is obtained, the second image file is sent to after terminal, if user changes word therein
Label information, then user is changed by terminal the 3rd image file obtained after word tag information and is sent to clothes
Business device, server revise corresponding word tag information in the identification storehouse of storage according to the 3rd image file.
Based on same inventive concept, also each provide in the embodiment of the present invention image procossing and searcher and
Image processing system, as the principle of said apparatus and system solve problem is similar to said method, therefore goes up
The enforcement for stating apparatus and system may refer to the enforcement of method, repeats part and repeats no more.
As shown in figure 5, for the structural representation of the first image processing apparatus provided in an embodiment of the present invention,
Can include:
Recognition unit 51, for recognizing the first image file of first terminal upload, in described first image text
The second image file is obtained using word tag information labeling recognition result on part.
Preferably, the word tag information is editable label information.
Returning unit 52, for returning second image file to the first terminal.
The first image processing apparatus provided in an embodiment of the present invention, can also include:
Receiving unit, for receiving the 3rd image file of first terminal upload, the 3rd image text
Part is to obtain after the word tag information in modification second image file;
Amending unit, for revise storage identification storehouse in, the corresponding word tag information of the recognition result
For the word tag information carried in the 3rd image file.
Wherein, the first image file is sent to second terminal for first terminal;And the embodiment of the present invention is carried
For the first image processing apparatus, can also include:
Transmitting element, for sending the second image file to second terminal.
For convenience of description, above each several part is divided by function and is respectively described for each module (or unit).
Certainly, when the present invention is implemented can the function of each module (or unit) in same or multiple softwares or
Realize in hardware.The first image processing apparatus above-mentioned can be arranged in server, and the server can be
Server of instant message, or the image processing server that special user images are processed.Certainly, on
State the first image processing apparatus to be arranged in terminal, picture material identification and mark are carried out by terminal
The operation of recognition result.
As shown in fig. 6, for the structural representation of second image processing apparatus provided in an embodiment of the present invention,
Can include:
Uploading unit 61, for uploading the first image file to server;
First receiving unit 62, for receiving the second image file of server return, second figure
As file is recognized after described first image file, using text on described first image file for the server
Sign label information labeling recognition result is obtained.
Preferably, word tag information is editable label information;And
Uploading unit 61, can be also used for uploading the text in modification second image file to the server
The 3rd image file that word label information is obtained.
For convenience of description, above each several part is divided by function and is respectively described for each module (or unit).
Certainly, when the present invention is implemented can the function of each module (or unit) in same or multiple softwares or
Realize in hardware.Above-mentioned second image processing apparatus can be arranged in terminal.
As shown in fig. 7, searching for the image based on above-mentioned second image processing apparatus provided in an embodiment of the present invention
The structural representation of rope device, can include:
Second receiving unit 71, for receiving image search requests, carries in described image searching request and searches
Rope keyword message;
Searching unit 72, crucial with the search for, in the word tag information of each image file, searching
The word tag information of word information matches;
Returning unit 73, is closed with the search for returning word tag information for described image searching request
The image file of key word information matches.
For convenience of description, above each several part is divided by function and is respectively described for each module (or unit).
Certainly, when the present invention is implemented can the function of each module (or unit) in same or multiple softwares or
Realize in hardware.Above-mentioned image search apparatus can be arranged in terminal.
As shown in figure 8, for the result schematic diagram of image processing system provided in an embodiment of the present invention, can wrap
Include 81 server 82 of terminal, wherein, be provided with terminal 81 above-mentioned second image processing apparatus and/
Or above-mentioned image search apparatus, the first image processing apparatus above-mentioned are provided with server 82.
Image procossing provided in an embodiment of the present invention and searching method, device and system, by server to terminal
The image file of upload is identified, and by using the image obtained after word tag information labeling recognition result
File feeds back to terminal, this, when picture search is carried out, can be by search key and image file
In word tag information mated, and return the image file of coupling, thus, word based on mark
Label information achieves the automatic search of image.
Those skilled in the art are it should be appreciated that embodiments of the invention can be provided as method, system or meter
Calculation machine program product.Therefore, the present invention can be using complete hardware embodiment, complete software embodiment or knot
The form of the embodiment in terms of conjunction software and hardware.And, the present invention can be adopted and wherein be wrapped one or more
Computer-usable storage medium containing computer usable program code (including but not limited to magnetic disc store,
CD-ROM, optical memory etc.) the upper computer program that implements form.
The present invention is produced with reference to method according to embodiments of the present invention, equipment (system) and computer program
The flow chart of product and/or block diagram are describing.It should be understood that can by computer program instructions flowchart and
/ or block diagram in each flow process and/or square frame and flow chart and/or the flow process in block diagram and/
Or the combination of square frame.These computer program instructions can be provided to all-purpose computer, special-purpose computer, embedded
The processor of formula processor or other programmable data processing device is to produce a machine so that by calculating
The instruction of the computing device of machine or other programmable data processing device is produced for realizing in flow chart one
The device of the function of specifying in individual flow process or one square frame of multiple flow processs and/or block diagram or multiple square frames.
These computer program instructions may be alternatively stored in and computer or the process of other programmable datas can be guided to set
In the standby computer-readable memory for working in a specific way so that be stored in the computer-readable memory
Instruction produce and include the manufacture of command device, the command device is realized in one flow process or multiple of flow chart
The function of specifying in one square frame of flow process and/or block diagram or multiple square frames.
These computer program instructions can be also loaded in computer or other programmable data processing device, made
Obtain series of operation steps is executed on computer or other programmable devices to produce computer implemented place
Reason, the instruction so as to execute on computer or other programmable devices are provided for realizing in flow chart one
The step of function of specifying in flow process or one square frame of multiple flow processs and/or block diagram or multiple square frames.
Although preferred embodiments of the present invention have been described, but those skilled in the art once know base
This creative concept, then can make other change and modification to these embodiments.So, appended right will
Ask and be intended to be construed to include preferred embodiment and fall into being had altered and changing for the scope of the invention.
Obviously, those skilled in the art can carry out various changes and modification without deviating from this to the present invention
Bright spirit and scope.So, if the present invention these modification and modification belong to the claims in the present invention and
Within the scope of its equivalent technologies, then the present invention is also intended to comprising these changes and modification.
Claims (15)
1. a kind of image processing method, it is characterised in that include:
The first image file that identification first terminal is uploaded, using word tag on described first image file
Information labeling recognition result obtains the second image file;
Second image file is returned to the first terminal.
2. the method for claim 1, it is characterised in that the word tag information is editable
Label information.
3. method as claimed in claim 2, it is characterised in that also include:
The 3rd image file of first terminal upload is received, the 3rd image file is modification described the
Obtain after word tag information in two image files;
Revise in the identification storehouse of storage, the corresponding word tag information of the recognition result is the 3rd image
The word tag information carried in file.
4. the method for claim 1, it is characterised in that described first image file be first eventually
Hold to second terminal transmission;And
Methods described, also includes:
Second image file is sent to the second terminal.
5. a kind of image processing method, it is characterised in that include:
The first image file is uploaded to server;
The second image file of server return is received, second image file is known for the server
After other described first image file, using word tag information labeling identification knot on described first image file
Fruit obtains.
6. method as claimed in claim 5, it is characterised in that the word tag information is editable
Label information;And
Methods described, also includes:
The 3rd obtained to the word tag information in server upload modification second image file
Image file.
7. a kind of based on claim 5 or the image search method of 6 methods describeds, it is characterised in that bag
Include:
Image search requests are received, in described image searching request, carries search keyword information;
In the word tag information of each image file, the word mated with the search keyword information is searched
Label information;
Return what word tag information was mated with the search keyword information for described image searching request
Image file.
8. a kind of image processing apparatus, it is characterised in that include:
Recognition unit, for recognizing the first image file of first terminal upload, in described first image file
Upper utilization word tag information labeling recognition result obtains the second image file;
Returning unit, for returning second image file to the first terminal.
9. device as claimed in claim 8, it is characterised in that the word tag information is editable
Label information.
10. device as claimed in claim 9, it is characterised in that also include:
Receiving unit, for receiving the 3rd image file of first terminal upload, the 3rd image text
Part is to obtain after the word tag information in modification second image file;
Amending unit, for revise storage identification storehouse in, the corresponding word tag information of the recognition result
For the word tag information carried in the 3rd image file.
11. devices as claimed in claim 8, it is characterised in that described first image file is whole for first
Hold to second terminal transmission;And
Described device, also includes:
Transmitting element, for sending second image file to the second terminal.
12. a kind of image processing apparatus, it is characterised in that include:
Uploading unit, for uploading the first image file to server;
First receiving unit, for receiving the second image file of server return, second image
After file is for the server identification described first image file, using word on described first image file
Label information mark recognition result is obtained.
13. devices as claimed in claim 12, it is characterised in that the word tag information is for compiling
The label information that collects;And
The uploading unit, is additionally operable to upload the word in modification second image file to the server
The 3rd image file that label information is obtained.
14. is a kind of based on claim 12 or the image search apparatus of 13 described devices, it is characterised in that
Including:
Second receiving unit, for receiving image search requests, carries search in described image searching request
Keyword message;
Searching unit, for, in the word tag information of each image file, searching and the search key
The word tag information of information matches;
Returning unit, crucial with the search for returning word tag information for described image searching request
The image file of word information matches.
15. a kind of image processing systems, it is characterised in that including terminal server, wherein, the clothes
The image processing apparatus being provided with business device described in claim 8~11 any claim, in the terminal
It is provided with the image described in image processing apparatus and/or claim 14 described in claim 12 or 13 to search
Rope device.
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CN106991438A (en) * | 2017-03-20 | 2017-07-28 | 新智认知数据服务有限公司 | One kind is based on the interactive facial image attribute labeling methods of MFC |
CN107172088A (en) * | 2017-06-30 | 2017-09-15 | 江西博瑞彤芸科技有限公司 | A kind of data processing method |
CN107679222A (en) * | 2017-10-20 | 2018-02-09 | 广东欧珀移动通信有限公司 | Image processing method, mobile terminal and computer-readable recording medium |
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