CN104463790B - A kind of methods, devices and systems of image procossing - Google Patents
A kind of methods, devices and systems of image procossing Download PDFInfo
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Abstract
The invention discloses a kind of methods, devices and systems of image procossing, belong to field of computer technology.The method includes：Terminal obtains the first image data, and described first image data include multiple subdatas；The multiple subdata is sent respectively to server by the terminal；So that the server is when the first subdata receives, start to carry out image procossing to described first image data, continue to subsequent described first image data simultaneously, the first image data by image procossing is obtained, and the terminal is sent to by the first image data of image procossing by described；The terminal receives first image data by image procossing that the server is sent.Using the present invention, the processing speed that terminal carries out picture by server the process of image procossing can be improved.
Description
Technical field
The present invention relates to field of computer technology, more particularly to a kind of methods, devices and systems of image procossing.
Background technology
It is gradual universal and fast-developing with digital camera, what people shot and managed during live and work
The quantity of image data is more and more huger, correspondingly, image processing techniques has obtained quick development therewith.In the process taken pictures
In, often because the shake of fuselage causes image fuzzy, the deblurring processing of image is at a kind of image being in daily use
Reason technology.
The calculating process of deblurring processing is extremely complex, needs to occupy a large amount of process resource and storage resource, general
Terminal（The mobile terminals such as especially common mobile phone, tablet computer）It is difficult to the processing procedure of deblurring processing is born, so,
When general terminal needs to carry out deblurring processing to picture, picture can be uploaded to server, picture is gone by server
Fuzzy Processing, and picture is handed down to terminal by treated.In this way, terminal can be obtained by the picture of deblurring processing.
In the implementation of the present invention, the inventor finds that the existing technology has at least the following problems：
Existing terminal carries out picture by server the process of deblurring processing, needs terminal first by complete picture
It is uploaded to server, server proceeds by the process of deblurring processing when being received to complete picture, and processing terminates
By treated, picture is handed down to terminal again afterwards, and what is uploaded, handle, issuing is time-consuming all longer, and independent step by step to carry out, from
And cause terminal slow to the processing speed of the whole process of picture progress image procossing by server.
Invention content
In order to solve problems in the prior art, an embodiment of the present invention provides a kind of method, apparatus of image procossing and it is
System, to improve processing speed of the terminal by server to the process of picture progress image procossing.The technical solution is as follows：
In a first aspect, a kind of method of image procossing is provided, the method includes：
Terminal obtains the first image data, and described first image data include multiple subdatas；
The multiple subdata is sent respectively to server by the terminal；So that the server connects in the first subdata
When harvesting complete, start to carry out image procossing to described first image data, while continuing to subsequent described first image number
According to the first image data of image procossing is passed through in acquisition, and is sent to institute by the first image data of image procossing by described
State terminal；
The terminal receives first image data by image procossing that the server is sent.
Second aspect provides a kind of method of image procossing, the method includes：
Each subdata in the first image data that server receiving terminal is sent respectively is wrapped in described first image data
Include multiple subdatas；
When the first subdata receives, the server starts to carry out image procossing to described first image data,
Subsequent described first image data are continued to simultaneously, obtain the first image data by image procossing；
The server is sent to the terminal by described by the first image data of image procossing.
The third aspect, provides a kind of terminal, and the terminal includes：
Acquisition module, for obtaining the first image data, described first image data include multiple subdatas；
Sending module, for the multiple subdata to be sent respectively to server；So that the server is in the first son
When data receiver finishes, start to carry out image procossing to described first image data, while continuing to subsequent described first
Image data obtains the first image data by image procossing, and first image data by image procossing is sent out
Give the terminal；
Receiving module, first image data by image procossing sent for receiving the server.
Fourth aspect, provides a kind of server, and the server includes：
Receiving module, for receiving each subdata in the first image data that terminal is sent respectively, described first image
Data include multiple subdatas；
Processing module carries out at image described first image data for when the first subdata receives, starting
Reason, while subsequent described first image data are continued to, obtain the first image data by image procossing；
Sending module, for being sent to the terminal by the first image data of image procossing by described.
5th aspect, provides a kind of system of image procossing, and the system comprises terminal and servers, wherein：
The terminal, for obtaining the first image data, described first image data include multiple subdatas；It will be described
Multiple subdatas are sent respectively to the server；Receive first image by image procossing that the server is sent
Data；
The server, for receiving each subdata in the first image data that the terminal is sent respectively；When first
When subdata receives, start to carry out image procossing to described first image data, while continuing to subsequent described the
One image data obtains the first image data by image procossing；First image data by image procossing is sent out
Give the terminal.
The advantageous effect that technical solution provided in an embodiment of the present invention is brought is：
In the embodiment of the present invention, terminal obtains the first image data, and the first image data includes multiple subdatas, terminal
Multiple subdatas are sent respectively to server, so that server starts when the first subdata receives to the first image
Data carry out image procossing, while continuing to subsequent first image data, obtain the first picture number by image procossing
According to, and it is sent to terminal, in this way, server is not necessarily to receive until complete first image data, as long as the first subdata
It receives, so that it may to start image procossing, in this way, to a certain extent, terminal to server sends the first image data
The process of process and services device image procossing can carry out parallel, be carried out to picture by server it is thus possible to improve terminal
The processing speed of the process of image procossing.
Description of the drawings
To describe the technical solutions in the embodiments of the present invention more clearly, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for
For those of ordinary skill in the art, without creative efforts, other are can also be obtained according to these attached drawings
Attached drawing.
Fig. 1 is the method flow diagram of image procossing provided in an embodiment of the present invention；
Fig. 2 is the method flow diagram of image procossing provided in an embodiment of the present invention；
Fig. 3 is the method flow diagram of image procossing provided in an embodiment of the present invention；
Fig. 4 is the structural schematic diagram of terminal provided in an embodiment of the present invention；
Fig. 5 is the structural schematic diagram of server provided in an embodiment of the present invention；
Fig. 6 is the system structure diagram of image procossing provided in an embodiment of the present invention.
Specific implementation mode
To make the object, technical solutions and advantages of the present invention clearer, below in conjunction with attached drawing to embodiment party of the present invention
Formula is described in further detail.
Embodiment one
An embodiment of the present invention provides a kind of method of image procossing, this method can be jointly real by terminal and server
It is existing.As shown in Figure 1, the process flow of end side may include following step in this method：
Step 101, terminal obtains the first image data, and the first image data includes multiple subdatas.
Step 102, multiple subdatas are sent respectively to server by terminal；So that server has been received in the first subdata
Bi Shi starts to carry out image procossing to the first image data, while continuing to subsequent first image data, obtains by figure
As the first image data of processing, and terminal will be sent to by the first image data of image procossing.
Step 103, terminal receives the first image data by image procossing that server is sent.
As shown in Fig. 2, the process flow of server side may include following step in this method：
Step 201, each subdata in the first image data that server receiving terminal is sent respectively, the first image data
Include multiple subdatas.
Step 202, when the first subdata receives, server starts to carry out image procossing to the first image data,
Subsequent first image data is continued to simultaneously, obtains the first image data by image procossing.
Step 203, server will be sent to terminal by the first image data of image procossing.
In the embodiment of the present invention, terminal obtains the first image data, and the first image data includes multiple subdatas, terminal
Multiple subdatas are sent respectively to server, so that server starts when the first subdata receives to the first image
Data carry out image procossing, while continuing to subsequent first image data, obtain the first picture number by image procossing
According to, and it is sent to terminal, in this way, server is not necessarily to receive until complete first image data, as long as the first subdata
It receives, so that it may to start image procossing, in this way, to a certain extent, terminal to server sends the first image data
The process of process and services device image procossing can carry out parallel, be carried out to picture by server it is thus possible to improve terminal
The processing speed of the process of image procossing.
Embodiment two
An embodiment of the present invention provides a kind of method of image procossing, this method can be jointly real by terminal and server
It is existing.Terminal can be the mobile terminals such as mobile phone, tablet computer, can also be the fixed terminals such as desktop computer, and the present invention is implemented
It is preferable to use mobile terminals in example.The image data for carrying out image procossing is preferably picture, and the embodiment of the present invention is in the scheme of progress
Will be illustrated by taking picture as an example when elaborating.As shown in figure 3, the process flow of this method may include following step
Suddenly：
Step 301, terminal obtains the first image data, and the first image data includes multiple subdatas.
Wherein, the first image data can be the image data of arbitrary format, can be made of multiple subdatas.If the
One image data is the image data of layer compression formats, then its multiple subdata for including can be the compression image of each layer
Data.
The processing of the case where being the image data of layer compression formats for the first image data, step 301 can be, whole
End obtains the compressing image data of each layer in the image data of layer compression formats.
In the embodiment of the present invention, the picture number of layer compression formats may be used in the first image data for carrying out image procossing
According to such as JPEG（Joint Photographic Experts Group, joint photographic experts group）The picture etc. of format.Layering pressure
The image data of contracting format is made of the compressing image data of multilayer, and the compressing image data of each layer can be mutual indepedent, storage
Different location hereof.
By raw image data（Uncompressed image data, including in image each pixel data）Generate layering
The image data of compressed format（Picture）During, can layered shaping first be carried out to raw image data and obtain multilayer not
Compressed image data（Or decompressed image data）.The number of plies can be first set during layering（Such as 6,7,8）And picture
Plain reduction ratio（Such as 1/4,1/16）, can be using raw image data as undermost uncompressed image data.So
Afterwards, pixel reduction is carried out to raw image data in pixel reduction ratio（For example, when pixel reduction ratio is 1/4, it can be with
It will be reduced to 1 pixel per 2*2 pixel）, using the image data after pixel reduction as layer second from the bottom without pressure
The image data of contracting.After again, one sub-pixel is carried out to the uncompressed image data of layer second from the bottom in pixel reduction ratio
Reduction, obtains the uncompressed image data of layer third from the bottom.The rest may be inferred, most upper until the number of plies reaches the number of plies of setting
Layer is minimum one layer of pixel, and pixel number successively increases each layer from top to bottom, forms similar pyramidal shape, so, it is this
Layering is referred to as pyramid and is layered.Finally, the uncompressed image data based on each layer can obtain the compression figure of each layer
As data, and the compressing image data of each layer is combined to the image data for constituting layer compression formats（Picture）.Except top layer it
Outside, the generating process of the compressing image data of other each layers can be that image data first uncompressed to this layer carries out high frequency
Sampling obtains frequency image data, then compresses to obtain the compressing image data of this layer to frequency image data.The compression of top layer
Image data can be that the uncompressed image data directly to top layer is compressed to obtain.
In force, terminal can be equipped with the application program for image real time transfer, can be wrapped in the application program
Include image procossing（Such as deblurring processing）Function.During taking pictures, due to the shake of fuselage, it is likely to result in shooting
Picture obscures.User can start the application program in terminal, and deblurring processing is carried out to corresponding picture.
It can be provided with the interface of image real time transfer in the application program, can be set in the interface of image real time transfer
It is equipped with the button for opening picture, after clicking the button for opening picture, then can carry out the selection or shooting of picture, user can be
The picture of processing is selected or is ready for by camera function shooting in file（The format of the picture of selection and shooting can limit
It is made as layer compression formats）.The work(of various image real time transfer functions is also provided in the interface of image real time transfer
Energy button clicks deblurring treatment button wherein may include deblurring treatment button, and user's selection can be obtained with triggering terminal
Or the picture of the layer compression formats of shooting, and the compressing image data of each layer is obtained in the picture, it then can be further
Execute subsequent flow processing.Furthermore it is also possible to be shown to the picture.
Step 302, multiple subdatas are sent respectively to server by terminal.
Wherein, multiple subdatas can be multistage subdata, for multistage subdata, every grade of subdata other than most subordinate
All it is to be generated according to its next stage subdata.
If the first image data is the image data of layer compression formats, the multistage that the first image data includes is sub
Data can be respectively the compressing image data of each layer, and in this case, the processing of step 302 can be, terminal is by each layer
Compressing image data is sent respectively to server.
Specifically, each subdata can be carried out transmitted in parallel by terminal（Each subdata can start simultaneously at transmission can also
Transmission is not started simultaneously at）, each subdata according to some sequence successively individually send（A subnumber is sent
According to, then send out another subdata）.
Preferably, the specific processing of the case where being multistage subdata for above-mentioned multiple subdatas, step 302 can be,
Terminal is sent respectively to server according to sequence from top to bottom at different levels, by multiple subdatas.
Further, for the first image data be layer compression formats image data the case where, step 302 it is specific
Processing can be that the compressing image data of each layer is sent respectively to service by the sequence that terminal can be according to each layer from top to bottom
Device.Terminal first can send top layer to server（That is minimum one layer of pixel）Compressing image data, the compression of top layer
Image data sends the compressing image data of the second layer after being sent, the compressing image data of the second layer is sent after being sent
The compressing image data of third layer, and so on, until undermost compressing image data is sent.
Step 303, each subdata in the first image data that server receiving terminal is sent respectively.
For above-mentioned first image data be layer compression formats image data the case where, server receiving terminal difference
The compressing image data of each layer in the image data of the layer compression formats of transmission.
The case where compressing image data of each layer is carried out transmitted in parallel for terminal, server can be parallel to each layer
Compressing image data received.
Preferably, the specific processing of the case where being multistage subdata for above-mentioned multiple subdatas, step 303 can be,
Each subdata in the first image data that server receiving terminal is sent respectively according to sequence from top to bottom at different levels.
Further, for the first image data be layer compression formats image data the case where, step 303 it is specific
Processing can be that server can receive the figure for the layer compression formats that terminal is sent respectively according to the sequence of each layer from top to bottom
As the compressing image data of each layer in data.Specifically, server can first receive the compressing image data of top layer, receive
After receive the second layer compressing image data, and so on, until undermost compressing image data receives.
Step 304, when the first subdata receives, server starts to carry out image procossing to the first image data,
Subsequent first image data is continued to simultaneously, obtains the first image data by image procossing.
Wherein, the first subdata can be the arbitrary subdata in the first image data.
The case where being multistage subdata for above-mentioned multiple subdatas, the first subdata can be most higher level's subdata.Into
One step, the case where for image data that the first image data is layer compression formats, the processing of step 304 can be：When
When the compressing image data of top layer receives, server starts to carry out at deblurring the image data of layer compression formats
Reason, while the image data of subsequent layer compression formats is continued to, obtain the image data of deblurring processing.
The case where for transmitted in parallel, due to not knowing for real network situation, the compressing image data of each layer has received
Complete sequence is not known simultaneously, but regardless of sequence, when the compressing image data of top layer receives, server then may be used
To start the image data progress image procossing to this layer compression formats（Such as deblurring processing）.For according to each layer on to
Under sequence send the case where, first the compressing image data of top layer is sent, this layer compressing image data receive
When finishing, server can start to carry out image procossing to the image data of this layer compression formats（Such as deblurring processing）.
Specifically, being multistage subdata for above-mentioned multiple subdatas and the first subdata can be most higher level's subdata
The specific processing of situation, step 304 can be as follows：
Firstly, for every level-one in multistage, when this grade of subdata receives, server carries out this grade of subdata
First subprocessing obtains the subprocessing result of this grade.
Wherein, the specific process content of the first subprocessing can carry out arbitrary setting according to the actual demand of image procossing.
For example, image procossing is handled if it is deblurring, then the first subprocessing may include image decompressor and calculating fuzzy core.
Then, server carries out the second subprocessing to the subprocessing result of most subordinate, obtains first by image procossing
Image data.
Wherein, the specific process content of the second subprocessing can carry out arbitrary setting according to the actual demand of image procossing.
For example, image procossing is handled if it is deblurring processing then the second subprocessing can be deconvolution.
Further, it is at deblurring for image data and image procossing that the first image data is layer compression formats
The case where reason, the first subdata are the compressing image data of top layer, which may include following in the process of implementation
Specific processing：
First, when the compressing image data of top layer receives, server according to the compressing image data of top layer,
It determines the decompressed image data of top layer, and according to the decompressed image data of top layer, calculates the fuzzy core of top layer.
In deblurring processing, the first subprocessing of each layer includes image decompressor and calculating fuzzy core.
Processing is unziped it to the compressing image data of top layer, the decompressed image data of top layer can be obtained, this
The mode of decompression can determine that the embodiment of the present invention is limited not to this according to the mode of compression processing.This
In, the decompressed image data that processing obtains, the image of as above-mentioned layer compression formats are unziped it to compressing image data
Uncompressed image data in data generating procedure.
The decompressed image data of each layer（Uncompressed image data）It is the procedure parameter in deblurring processing procedure, is
Carry out the input parameter of fuzzy kernel estimates.The calculating process that fuzzy kernel estimates are carried out to the decompressed image data of top layer, then may be used
To obtain the fuzzy core of top layer.The calculation of specific fuzzy kernel estimates is varied, and the embodiment of the present invention is not to this
It is limited.
Then, for every layer other than top layer, when the compressing image data of this layer receives and this layer of last layer
Decompressed image data determination is when finishing, and server is according to the decompressed image number of the compressing image data and this layer of last layer of this layer
According to determining the decompressed image data of this layer, and when the calculating of the fuzzy core of the last layer of this layer finishes, server is according to this layer
The fuzzy core of the last layer of decompressed image data and this layer, calculates the fuzzy core of this layer.
The decompressed image data of this layer of last layer is up-sampled to obtain up-sampling data, and to the compression image of this layer
Data unzip it to obtain the frequency image data of this layer, and up-sampling data and frequency image data are overlapped and are obtained
This layer of decompressed image data.
The compressing image data of decompressed image data and the second layer based on top layer can obtain the decompression figure of the second layer
As data.Layer 2-based decompressed image data and the compressing image data of third layer can obtain the decompressed image of third layer
Data.The rest may be inferred, can handle the compressing image data of each layer, obtain the decompressed image data of each layer.
When the compressing image data of this layer receives, if certain layer of this layer or more of compressing image data is not yet
It receives or the decompressed image data of this layer of last layer obtains not yet, carried out again after corresponding data can be waited for obtain
This layer of decompression.
The fuzzy core of the last layer of decompressed image data and this layer based on this layer, can carry out the fuzzy kernel estimates of this layer
Calculating, obtain the fuzzy core of this layer.In this way, according to the fuzzy core of the decompressed image data of the second layer and top layer, can obtain
To the fuzzy core of the second layer.According to the fuzzy core of the decompressed image data of third layer and the second layer, the mould of third layer can be obtained
Paste core.The rest may be inferred, can obtain the fuzzy core of each layer.
When the compressing image data of this layer receives and decompresses to obtain the decompressed image data of this layer, if upper one
There are no calculating to finish for the fuzzy core of layer, and the fuzzy core for carrying out this layer after the fuzzy core of last layer can be waited for calculate again is estimated
Meter.
Finally, server carries out deconvolution, is gone according to undermost fuzzy core and undermost decompressed image data
First image data of Fuzzy Processing.
In deblurring processing, the second subprocessing can be deconvolution processing.Above-mentioned point can be then obtained by this processing
The image data of the corresponding deblurring processing of image data of layer compression formats.Wherein, the calculation of deconvolution can have very
A variety of, the embodiment of the present invention is limited not to this.
Based on above-mentioned concrete processing procedure, for above-mentioned the case where being sent according to the sequence of each layer from top to bottom, each layer
Compressing image data network transmission process, can with the concurrent process of the decompression on upper layer and fuzzy kernel estimates into
Row, can effectively improve processing speed.
Step 305, server will be sent to terminal by the first image data of image procossing.
It is the case where deblurring is handled for image procossing, the first image data that deblurring is handled is sent to by server
Terminal.
Step 306, terminal receives the first image data by image procossing that server is sent.
It is the case where deblurring is handled for image procossing, terminal receives the first figure of the deblurring processing that server is sent
As data.
Terminal is receiving after the first image data of image procossing, can be in above application program to passing through image
First image data of processing is shown, can also be preserved to the first image data for passing through image procossing.
In the embodiment of the present invention, terminal obtains the first image data, and the first image data includes multiple subdatas, terminal
Multiple subdatas are sent respectively to server, so that server starts when the first subdata receives to the first image
Data carry out image procossing, while continuing to subsequent first image data, obtain the first picture number by image procossing
According to, and it is sent to terminal, in this way, server is not necessarily to receive until complete first image data, as long as the first subdata
It receives, so that it may to start image procossing, in this way, to a certain extent, terminal to server sends the first image data
The process of process and services device image procossing can carry out parallel, be carried out to picture by server it is thus possible to improve terminal
The processing speed of the process of image procossing.
Embodiment three
Based on the same technical idea, the embodiment of the present invention additionally provides a kind of terminal, as shown in figure 4, the terminal packet
It includes：
Acquisition module 410, for obtaining the first image data, described first image data include multiple subdatas；
Sending module 420, for the multiple subdata to be sent respectively to server；So that the server is first
When subdata receives, start to carry out image procossing to described first image data, while continuing to subsequent described the
One image data obtains the first image data by image procossing, and by first image data by image procossing
It is sent to the terminal；
Receiving module 430, first image data by image procossing sent for receiving the server.
Preferably, the multiple subdata, specially multistage subdata, every grade of subdata other than most subordinate is all basis
Its next stage subdata generates；
The sending module 420, is used for：
According to sequence from top to bottom at different levels, the multiple subdata is sent respectively to server.
Based on the same technical idea, the embodiment of the present invention additionally provides a kind of server, as shown in figure 5, the service
Device includes：
Receiving module 510, for receiving each subdata in the first image data that terminal is sent respectively, first figure
As data include multiple subdatas；
Processing module 520 carries out image for when the first subdata receives, starting to described first image data
Processing, while subsequent described first image data are continued to, obtain the first image data by image procossing；
Sending module 530, for being sent to the terminal by the first image data of image procossing by described.
Preferably, the multiple subdata, specially multistage subdata, every grade of subdata other than most subordinate is all basis
Its next stage subdata generates；
The receiving module 510, is used for：
Receive each son in the described first image data that the terminal is sent respectively according to sequence from top to bottom at different levels
Data.
Preferably, the multiple subdata, specially multistage subdata, every grade of subdata other than most subordinate is all basis
Its next stage subdata generates；First subdata is most higher level's subdata；
The processing module 520, is used for：
For it is described it is multistage in every level-one, when this grade of subdata receives, to described grade subdata progress the
One subprocessing obtains the subprocessing result of this grade；
Second subprocessing is carried out to the subprocessing result of most subordinate, obtains first picture number by image procossing
According to.
In the embodiment of the present invention, terminal obtains the first image data, and the first image data includes multiple subdatas, terminal
Multiple subdatas are sent respectively to server, so that server starts when the first subdata receives to the first image
Data carry out image procossing, while continuing to subsequent first image data, obtain the first picture number by image procossing
According to, and it is sent to terminal, in this way, server is not necessarily to receive until complete first image data, as long as the first subdata
It receives, so that it may to start image procossing, in this way, to a certain extent, terminal to server sends the first image data
The process of process and services device image procossing can carry out parallel, be carried out to picture by server it is thus possible to improve terminal
The processing speed of the process of image procossing.
Example IV
Based on the same technical idea, the embodiment of the present invention additionally provides a kind of system of image procossing, as shown in fig. 6,
The system comprises terminals 610 and server 620, wherein：
The terminal 610, for obtaining the first image data, described first image data include multiple subdatas；It will
The multiple subdata is sent respectively to the server；Receive the described by the first of image procossing of the server transmission
Image data；
The server 620, for receiving each subdata in the first image data that the terminal is sent respectively；When
When one subdata receives, start to carry out image procossing to described first image data, while continuing to subsequent described
First image data obtains the first image data by image procossing；By first image data by image procossing
It is sent to the terminal.
In the embodiment of the present invention, terminal obtains the first image data, and the first image data includes multiple subdatas, terminal
Multiple subdatas are sent respectively to server, so that server starts when the first subdata receives to the first image
Data carry out image procossing, while continuing to subsequent first image data, obtain the first picture number by image procossing
According to, and it is sent to terminal, in this way, server is not necessarily to receive until complete first image data, as long as the first subdata
It receives, so that it may to start image procossing, in this way, to a certain extent, terminal to server sends the first image data
The process of process and services device image procossing can carry out parallel, be carried out to picture by server it is thus possible to improve terminal
The processing speed of the process of image procossing.
It should be noted that：The device for the image procossing that above-described embodiment provides is in image procossing, only with above-mentioned each work(
Can module division progress for example, in practical application, can be as needed and by above-mentioned function distribution by different functions
Module is completed, i.e., the internal structure of device is divided into different function modules, described above all or part of to complete
Function.In addition, the device of image procossing and the embodiment of the method for image procossing that above-described embodiment provides belong to same design,
Specific implementation process refers to embodiment of the method, and which is not described herein again.
The embodiments of the present invention are for illustration only, can not represent the quality of embodiment.
One of ordinary skill in the art will appreciate that realizing that all or part of step of above-described embodiment can pass through hardware
It completes, relevant hardware can also be instructed to complete by program, the program can be stored in a kind of computer-readable
In storage medium, storage medium mentioned above can be read-only memory, disk or CD etc..
The foregoing is merely presently preferred embodiments of the present invention, is not intended to limit the invention, it is all the present invention spirit and
Within principle, any modification, equivalent replacement, improvement and so on should all be included in the protection scope of the present invention.
Claims (7)
1. a kind of method of image procossing, which is characterized in that the method includes：
Terminal obtains the first image data, and described first image data include multiple subdatas；
The multiple subdata is sent respectively to server by the terminal；So that the server has been received in the first subdata
Bi Shi starts to carry out image procossing to first subdata, while continuing to subsequent subdata, obtains by image
First image data of reason, and by described the terminal is sent to by the first image data of image procossing；
The terminal receives first image data by image procossing that the server is sent；
The multiple subdata, specially multistage subdata, every grade of subdata other than most subordinate is all according to its next stage
Data generate, and first subdata is most higher level's subdata；
The multiple subdata is sent respectively to server by the terminal, including：
The terminal is sent respectively to server according to sequence from top to bottom at different levels, by the multiple subdata, wherein when upper
Level-one subdata is sent after being sent works as prime subdata；
The method further includes：
By raw image data generate layer compression formats the first image data during, first to raw image data into
Row layered shaping obtains the uncompressed image data of multilayer, and the number of plies and pixel reduction ratio are first arranged during layering,
Using raw image data as undermost uncompressed image data；Then, in pixel reduction ratio to original image number
According to a pixel reduction is carried out, using the image data after pixel reduction as the uncompressed image data of layer second from the bottom；
After again, pixel reduction is carried out to the uncompressed image data of layer second from the bottom in pixel reduction ratio, obtains inverse
The uncompressed image data of third layer；The rest may be inferred, and until the number of plies reaches the number of plies of setting, top layer is that pixel is minimum
One layer, pixel number successively increases each layer from top to bottom, forms similar pyramidal shape；Finally, based on the uncompressed of each layer
Image data, obtain the compressing image data of each layer, and the compressing image data of each layer is combined and constitutes layer compression formats
The first image data；In addition to top layer, the generating process of the compressing image data of other each layers is, first to this layer without pressure
The image data of contracting carries out high frequency sampling and obtains frequency image data, then compresses to obtain the compression figure of this layer to frequency image data
As data；The compressing image data of top layer is that the uncompressed image data directly to top layer is compressed to obtain.
2. a kind of method of image procossing, which is characterized in that the method includes：
Each subdata in the first image data that server receiving terminal is sent respectively, described first image data include more
A subdata；
When the first subdata receives, the server starts to first subdata progress image procossing, while after
Subsequent subdata is received in continued access, obtains the first image data by image procossing；
The server is sent to the terminal by described by the first image data of image procossing；
The multiple subdata, specially multistage subdata, every grade of subdata other than most subordinate is all according to its next stage
Data generate, and first subdata is most higher level's subdata；
Each subdata in the first image data that the server receiving terminal is sent respectively, including：
The server receives in the described first image data that the terminal is sent respectively according to sequence from top to bottom at different levels
Each subdata, wherein the terminal sent after upper level subdata is sent work as prime subdata；
Wherein, the first image data is the image data using layer compression formats, and layering pressure is being generated by raw image data
During first image data of contracting format, layered shaping first is carried out to raw image data and obtains the uncompressed of multilayer
The number of plies and pixel reduction ratio is first arranged in image data during layering, using raw image data as it is undermost without
The image data of compression；Then, pixel reduction is carried out to raw image data in pixel reduction ratio, after pixel reduction
Uncompressed image data of the image data as layer second from the bottom；After again, in pixel reduction ratio to layer second from the bottom
Uncompressed image data carry out a pixel reduction, obtain the uncompressed image data of layer third from the bottom；According to this
Analogize, until the number of plies reaches the number of plies of setting, top layer is minimum one layer of pixel, and pixel number successively increases each layer from top to bottom
It is more, form similar pyramidal shape；Finally, the uncompressed image data based on each layer obtains the compression image of each layer
Data, and the compressing image data of each layer is combined to the first image data for constituting layer compression formats；In addition to top layer,
The generating process of the compressing image data of its each layer is that image data first uncompressed to this layer carries out high frequency sampling and obtains height
Frequency image data, then frequency image data is compressed to obtain the compressing image data of this layer；The compressing image data of top layer is
Directly the uncompressed image data of top layer is compressed to obtain.
3. according to the method described in claim 2, it is characterized in that, described when the first subdata receives, the service
Device starts to carry out image procossing to first subdata, while continuing to subsequent subdata, obtains and passes through image procossing
The first image data, including：
For every level-one in the multistage, when this grade of subdata receives, the server is to described grade subdata
The first subprocessing is carried out, the subprocessing result of this grade is obtained；
The server carries out the second subprocessing to the subprocessing result of most subordinate, obtains first figure by image procossing
As data.
4. a kind of terminal, which is characterized in that the terminal includes：
Acquisition module, for obtaining the first image data, described first image data include multiple subdatas；
Sending module, for the multiple subdata to be sent respectively to server；So that the server is in the first subdata
When receiving, starts to carry out image procossing to first subdata, while continuing to subsequent subdata, obtain and pass through
First image data of image procossing, and by described the terminal is sent to by the first image data of image procossing；
Receiving module, first image data by image procossing sent for receiving the server；
The multiple subdata, specially multistage subdata, every grade of subdata other than most subordinate is all according to its next stage
Data generate, and first subdata is most higher level's subdata；
The sending module, is used for：
According to sequence from top to bottom at different levels, the multiple subdata is sent respectively to server, wherein when upper level subnumber
Work as prime subdata according to being sent after being sent；
The terminal is additionally operable to：
By raw image data generate layer compression formats the first image data during, first to raw image data into
Row layered shaping obtains the uncompressed image data of multilayer, and the number of plies and pixel reduction ratio are first arranged during layering,
Using raw image data as undermost uncompressed image data；Then, in pixel reduction ratio to original image number
According to a pixel reduction is carried out, using the image data after pixel reduction as the uncompressed image data of layer second from the bottom；
After again, pixel reduction is carried out to the uncompressed image data of layer second from the bottom in pixel reduction ratio, obtains inverse
The uncompressed image data of third layer；The rest may be inferred, and until the number of plies reaches the number of plies of setting, top layer is that pixel is minimum
One layer, pixel number successively increases each layer from top to bottom, forms similar pyramidal shape；Finally, based on the uncompressed of each layer
Image data, obtain the compressing image data of each layer, and the compressing image data of each layer is combined and constitutes layer compression formats
The first image data；In addition to top layer, the generating process of the compressing image data of other each layers is, first to this layer without pressure
The image data of contracting carries out high frequency sampling and obtains frequency image data, then compresses to obtain the compression figure of this layer to frequency image data
As data；The compressing image data of top layer is that the uncompressed image data directly to top layer is compressed to obtain.
5. a kind of server, which is characterized in that the server includes：
Receiving module, for receiving each subdata in the first image data that terminal is sent respectively, described first image data
Include multiple subdatas；
Processing module carries out image procossing, simultaneously for when the first subdata receives, starting to first subdata
Subsequent subdata is continued to, the first image data by image procossing is obtained；
Sending module, for being sent to the terminal by the first image data of image procossing by described；
The multiple subdata, specially multistage subdata, every grade of subdata other than most subordinate is all according to its next stage
Data generate, and the first subdata is most higher level's subdata；
The receiving module, is used for：
Each subdata in the described first image data that the terminal is sent respectively according to sequence from top to bottom at different levels is received,
Wherein, the terminal is sent after upper level subdata is sent works as prime subdata；
Wherein, the first image data is the image data using layer compression formats, and layering pressure is being generated by raw image data
During first image data of contracting format, layered shaping first is carried out to raw image data and obtains the uncompressed of multilayer
The number of plies and pixel reduction ratio is first arranged in image data during layering, using raw image data as it is undermost without
The image data of compression；Then, pixel reduction is carried out to raw image data in pixel reduction ratio, after pixel reduction
Uncompressed image data of the image data as layer second from the bottom；After again, in pixel reduction ratio to layer second from the bottom
Uncompressed image data carry out a pixel reduction, obtain the uncompressed image data of layer third from the bottom；According to this
Analogize, until the number of plies reaches the number of plies of setting, top layer is minimum one layer of pixel, and pixel number successively increases each layer from top to bottom
It is more, form similar pyramidal shape；Finally, the uncompressed image data based on each layer obtains the compression image of each layer
Data, and the compressing image data of each layer is combined to the first image data for constituting layer compression formats；In addition to top layer,
The generating process of the compressing image data of its each layer is that image data first uncompressed to this layer carries out high frequency sampling and obtains height
Frequency image data, then frequency image data is compressed to obtain the compressing image data of this layer；The compressing image data of top layer is
Directly the uncompressed image data of top layer is compressed to obtain.
6. server according to claim 5, which is characterized in that the processing module is used for：
For every level-one in the multistage, when this grade of subdata receives, the first son is carried out to described grade subdata
Processing, obtains the subprocessing result of this grade；
Second subprocessing is carried out to the subprocessing result of most subordinate, obtains first image data by image procossing.
7. a kind of system of image procossing, which is characterized in that the system comprises terminal and servers, wherein：
The terminal, for obtaining the first image data, described first image data include multiple subdatas；It will be the multiple
Subdata is sent respectively to the server；Receive the first image data by image procossing that the server is sent, institute
Multiple subdatas are stated, specially multistage subdata, every grade of subdata other than most subordinate is given birth to according to its next stage subdata
At the terminal is sent respectively to server according to sequence from top to bottom at different levels, by the multiple subdata, wherein when upper
Level-one subdata is sent after being sent works as prime subdata, in the first figure for generating layer compression formats by raw image data
During as data, layered shaping first is carried out to raw image data and obtains the uncompressed image data of multilayer, is layered
During the number of plies and pixel reduction ratio are first set, using raw image data as undermost uncompressed picture number
According to；Then, pixel reduction is carried out to raw image data in pixel reduction ratio, the image data after pixel reduction is made
For the uncompressed image data of layer second from the bottom；After again, in pixel reduction ratio to the uncompressed of layer second from the bottom
Image data carries out a pixel reduction, obtains the uncompressed image data of layer third from the bottom；The rest may be inferred, until the number of plies
Reach the number of plies of setting, top layer is minimum one layer of pixel, and pixel number successively increases each layer from top to bottom, forms similar golden word
The shape of tower；Finally, the uncompressed image data based on each layer, obtains the compressing image data of each layer, and by each layer
Compressing image data combination constitutes the first image data of layer compression formats；In addition to top layer, the compression figure of other each layers
As the generating process of data is, image data first uncompressed to this layer carries out high frequency sampling and obtains frequency image data, then
Frequency image data is compressed to obtain the compressing image data of this layer；The compressing image data of top layer is directly to top layer
Uncompressed image data is compressed to obtain；
The server, for receiving each subdata in the first image data that the terminal is sent respectively；When the first subnumber
When according to receiving, starting to carry out image procossing to first subdata, while continuing to subsequent subdata, obtaining warp
Cross the first image data of image procossing；First image data by image procossing is sent to the terminal, is received
Each subdata in the described first image data that the terminal is sent respectively according to sequence from top to bottom at different levels, wherein institute
It is most higher level's subdata to state the first subdata.
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