CN103324672B

CN103324672B - A kind of method and apparatus for being processed the pictorial element in target pages

Info

Publication number: CN103324672B
Application number: CN201310193972.2A
Authority: CN
Inventors: 郑迅; 陶哲; 李�浩
Original assignee: Beijing Baidu Netcom Science and Technology Co Ltd
Current assignee: Beijing Baidu Netcom Science and Technology Co Ltd
Priority date: 2013-05-23
Filing date: 2013-05-23
Publication date: 2017-06-06
Anticipated expiration: 2033-05-23
Also published as: CN103324672A

Abstract

It is an object of the invention to provide a kind of method and apparatus for being processed the pictorial element in target pages.Processing equipment is by the pictorial element in pending target pages, it is determined that one or more the candidate image elements matched with described image element, and determine the preferred image element corresponding with described image element, according to the preferred image element, described image element is processed, with the target pages after being updated.Compared with prior art, the present invention realizes and pictorial element is automatically processed, improve the degree of accuracy to pictorial element identification, and the treatment effeciency optimized to pictorial element, improve the experience of user, the efficiency that user obtains information is improve, the value information of the product corresponding with target pages is improve.

Description

A kind of method and apparatus for being processed the pictorial element in target pages

Technical field

It is the present invention relates to Internet technical field more particularly to a kind of for the pictorial element in target pages The technology of reason.

Background technology

With continuing to develop for Internet technology, user-generated content (User Generated Content, UGC) pattern Used by increasing website, for example social network sites, video sharing website, photo sharing website, Knowledge Sharing website, society Area, forum etc..For the website using UGC patterns, such as in the knowledge sharing website that user edits jointly, the figure that user uploads Tablet quality is uneven.Most of user is the picture of knowledge sharing website (such as Baidupedia, wikipedia) contribution, is all come From the picture that copyright is abandoned in the public copyright on internet or original author, this part picture is between network, community and user By repeatedly reprinting, replicating, picture quality may decline to a great extent (such as size reduction, definition reduction).And the relatively low figure of quality After piece uploads to knowledge sharing website, the level that user intuitively obtains graphic knowledge that browses is have impact on, reduce the value of product Information.

And if user wishes to find original high-quality picture, it is necessary to expend cost higher；And need user's active operation, As voluntarily utilized photographic search engine or other image processing techniques, to improve picture quality；Simultaneously because being searched in network-wide basis Rope picture is less efficient, and user is difficult the picture needed for being exactly found oneself, there is the inaccurate situation of image recognition.

The content of the invention

It is an object of the invention to provide a kind of method and apparatus for being processed the pictorial element in target pages.

According to an aspect of the invention, there is provided a kind of side for being processed the pictorial element in target pages Method, wherein, the method is comprised the following steps：

A obtains pending target pages, wherein, the target pages include one or more pictorial elements；

B is according to described image element, it is determined that one or more the candidate image elements matched with described image element；

C according to the candidate image element, it is determined that the preferred image element corresponding with described image element；

D is processed described image element according to the preferred image element, with the target pages after being updated.

According to another aspect of the present invention, additionally provide a kind of for being processed the pictorial element in target pages Processing equipment, wherein, the equipment includes：

Acquisition device, for obtaining pending target pages, wherein, the target pages include one or more figures Pixel element；

Candidate's determining device, for according to described image element, it is determined that one or many matched with described image element Individual candidate image element；

It is preferred that determining device, for according to the candidate image element, it is determined that corresponding with described image element is preferred Pictorial element；

Processing unit, for according to the preferred image element, processing described image element, after being updated Target pages.

Compared with prior art, the present invention by the pictorial element in pending target pages, it is determined that with it is described One or more candidate image elements that pictorial element matches, and determine the preferred image unit corresponding with described image element Element, according to the preferred image element, is processed described image element, with the target pages after being updated, so that real Show and pictorial element has been automatically processed, improve the degree of accuracy to pictorial element identification, and pictorial element is optimized Treatment effeciency, improve the experience of user, improve user obtain information efficiency, improve relative with target pages The value information of the product answered.

And, the present invention can also be according to the photographed image-related information corresponding to described image element, it is determined that and described image One or more candidate image elements that element matches, wherein, the candidate image element has phase with described image element Same or close photographed image-related information, so as to improve the degree of accuracy to pictorial element identification, and then improves the use of user Experience, improves the efficiency that user obtains information, improves the value information of the product corresponding with target pages.

And, the present invention can also carry out matching inquiry, to obtain according to described image element in approximate image database Match image cluster with described image element matches, according to the matching image cluster, it is determined that with described image element phase One or more the candidate image elements matched somebody with somebody；Further, one or more can also be obtained approximate according to multiple candidate images Image cluster, according to one or more of approximate image clusters, sets up or updates the approximate image database；So as to improve figure The degree of accuracy of picture elemental recognition, and the treatment effeciency optimized to pictorial element, and then the experience of user is improved, The efficiency that user obtains information is improve, the value information of the product corresponding with target pages is improve.

And, the present invention can also detect whether to meet the treatment trigger condition for processing described image element, when When meeting the treatment trigger condition, according to described image element, it is determined that one or more matched with described image element Candidate image element, so as to improve the treatment effeciency optimized to pictorial element, reduces system consumption.

And, the present invention is also based on predetermined preference policy, in one or more of candidate image elements really The fixed preferred image element corresponding with described image element, so as to realize the accurate screening to candidate image element, improves The degree of accuracy to pictorial element identification, and the treatment effeciency optimized to pictorial element, improve the experience of user, The efficiency that user obtains information is improve, the value information of the product corresponding with target pages is improve.

And, the present invention can also be replaced treatment, to obtain according to the preferred image element to described image element Target pages after must updating；Further, based on described image element, the preferred image element is processed, is obtained Preferred image element after treatment, according to the preferred image element after the treatment, is replaced, to described image element to obtain Target pages after must updating；It is achieved thereby that being automatically updated to target pages, improve what pictorial element was optimized Treatment effeciency, improves the experience of user, improves the efficiency that user obtains information, improves corresponding with target pages Product value information.

And, the present invention can also obtain page editing request or the accessing page request of user, according to the user's Page editing is asked or accessing page request, the page editing request or the page corresponding to accessing page request is obtained, to make It is pending target pages, it is achieved thereby that being automatically processed to pictorial element, improves what pictorial element was optimized Treatment effeciency, improves the experience of user, improves the efficiency that user obtains information, improves corresponding with target pages Product value information.

Brief description of the drawings

By the detailed description made to non-limiting example made with reference to the following drawings of reading, it is of the invention other Feature, objects and advantages will become more apparent upon：

Fig. 1 shows a kind of place for being processed the pictorial element in target pages according to one aspect of the invention Reason equipment schematic diagram；

It is a kind of for the pictorial element in target pages that Fig. 2 shows in accordance with a preferred embodiment of the present invention The processing equipment schematic diagram of reason；

It is a kind of for being processed the pictorial element in target pages that Fig. 3 shows according to a further aspect of the present invention Method flow diagram；

It is a kind of for the pictorial element in target pages that Fig. 4 shows in accordance with a preferred embodiment of the present invention The method flow diagram of reason.

Same or analogous reference represents same or analogous part in accompanying drawing.

Specific embodiment

The present invention is described in further detail below in conjunction with the accompanying drawings.

Fig. 1 shows a kind of place for being processed the pictorial element in target pages according to one aspect of the invention Reason equipment schematic diagram；Wherein, the processing equipment includes acquisition device 11, preferably candidate's determining device 12, determining device 13, place Reason device 14.Specifically, acquisition device 11 obtains pending target pages, wherein, the target pages include one or Multiple images element；Candidate's determining device 12 according to described image element, it is determined that one matched with described image element or Multiple candidate image elements；It is preferred that determining device 13 is according to the candidate image element, it is determined that corresponding with described image element Preferred image element；Processing unit 14 is processed described image element according to the preferred image element, to obtain more Target pages after new.

Here, the processing equipment is included but is not limited to the network equipment, user equipment or the network equipment and user equipment pass through Network is integrated constituted equipment.Wherein, the network equipment include it is a kind of can according to the instruction being previously set or store, The automatic electronic equipment for carrying out numerical computations and information processing, its hardware includes but is not limited to microprocessor, application specific integrated circuit (ASIC), programmable gate array (FPGA), digital processing unit (DSP), embedded device etc..The network equipment it include but not It is limited to the cloud that computer, network host, single network server, multiple webserver collection or multiple servers are constituted；Here, Cloud is made up of a large amount of computers or the webserver based on cloud computing (Cloud Computing), wherein, cloud computing is distribution One kind that formula is calculated, a virtual supercomputer being made up of the computer collection of a group loose couplings.The user equipment its Including but not limited to any electricity that can carry out man-machine interaction by keyboard, remote control, touch pad or voice-operated device with user Sub- product, such as computer, smart mobile phone, PDA, game machine or IPTV etc..The network includes but is not limited to internet, wide Domain net, Metropolitan Area Network (MAN), LAN, VPN, wireless self-organization network (Ad Hoc networks) etc..Those skilled in the art should be able to manage Solution, other processing equipments are equally applicable to the present invention, should also be included within the scope of the present invention, and herein with reference side Formula is incorporated herein.

It is constant work between above-mentioned each device, here, it will be understood by those skilled in the art that on " lasting " refer to Each device is stated respectively in real time or according to setting or real-time adjustment mode of operation requirement, pending target pages are carried out Acquisition, the determination of candidate image element, the determination of preferred image element, the treatment of pictorial element etc., until processing equipment is stopped Only obtain pending target pages.

Acquisition device 11 obtains pending target pages, wherein, the target pages include one or more images Element.

Specifically, acquisition device 11 is by according to various communication protocols (Communications Protocol), by each Class data transmission interface, intersects with the database or other third party devices that store or provide the pending target pages Mutually, the pending target pages are obtained.Wherein, the target pages include one or more pictorial elements.

Here, described image element includes but is not limited to the picture of various forms, such as the dynamic picture or bmp of gif forms, Static images of the forms such as jpeg etc..

Here, described image element includes original image in the image newly uploaded by user or the target pages, or Person replicates or is incorporated into the image in the current goal page from other application；Or the pending target pages are by appointing Image acquired in what other modes etc..

It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to limit of the invention System, it should be appreciated by those skilled in the art that any implementation and any form or class for obtaining pending target pages The pictorial element of type, should be included in the scope of the present invention.

Preferably, the acquisition device 11 can obtain the page editing request of user；The page according to the user is compiled Request is collected, the corresponding page of page editing request is obtained, as pending target pages, wherein, the page object Face includes one or more pictorial elements.

Specifically, the acquisition device 11 is according to various communication protocols (Communications Protocol), by each Data transmission interface is planted, is interacted with user equipment, obtain user as by mode institutes such as keyboard, mouse, board inputs The page editing request to the page of input；Or, the acquisition device 11 is according to various communication protocol (Communications Protocol), by various data transmission interfaces, the third party device asked with the page editing of other users that are stored with intersects Mutually, the page editing request of user is obtained.Wherein, the page editing request including but not limited to user adds to the page One or more page elements (such as uploading pictures, addition word content), one or more page elements of deletion (are schemed as deleted Piece, delete word content etc.), one or more position of page elements on the movement page.Wherein, the user equipment bag Include but be not limited to, any tool such as computer, smart mobile phone, PDA (Personal Digital Assistant, i.e. palm PC) Have surf the web and input function equipment.

Acquisition device 11 is asked according to the page editing of the user, the server corresponding with page editing request Or database interacts, the page after being edited according to the request of the page editing of user is used as pending target pages；Its In, the target pages include one or more pictorial elements.

For example, the page editing request of user is on the page of certain encyclopaedia entry, to upload a new picture element, Then the acquisition device 11 obtains the page editing request of the uploading pictures of user, and page editing request is corresponding Certain the encyclopaedia entry for uploading new picture element the page as pending target pages.

It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to limit of the invention System, it should be appreciated by those skilled in the art that any page editing request for obtaining user, and according to the page editing of the user Request, obtains the corresponding page of page editing request, as the implementation of pending target pages, all should include Within the scope of the invention.

Preferably, the acquisition device 11 can obtain the accessing page request of user；The page according to the user is visited Request is asked, the page corresponding to the accessing page request is obtained, as pending target pages, wherein, the page object Face includes one or more pictorial elements.

Specifically, the acquisition device 11 is according to various communication protocols (Communications Protocol), by each Data transmission interface is planted, is interacted with user equipment, obtain user as by mode institutes such as keyboard, mouse, board inputs The accessing page request to the page of input；Or, the acquisition device 11 is according to various communication protocol (Communications Protocol), by various data transmission interfaces, the third party device with the accessing page request of other users that are stored with intersects Mutually, the accessing page request of user is obtained.Wherein, the accessing page request include but is not limited to user by click on, slide, The modes such as touch, to browsing for the page.Wherein, the user equipment is included but is not limited to, computer, smart mobile phone, PDA (Personal Digital Assistant, i.e. palm PC) etc. it is any with surf the web and input function equipment.

Acquisition device 11 according to the accessing page request of the user, with the server corresponding to the accessing page request Or database interacts, using the page corresponding to the accessing page request according to user as pending target pages；Wherein, The target pages include one or more pictorial elements.

For example, the accessing page request of user is the page that certain encyclopaedia entry has been browsed on mobile phone, then it is described to obtain dress Put 11 and obtain accessing page request of the user by mobile phone browsing pages, by corresponding to corresponding to the accessing page request The page of certain encyclopaedia entry of mobile phone browsing pages is used as pending target pages.

It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to limit of the invention System, it should be appreciated by those skilled in the art that any accessing page request for obtaining user, and according to the page access of the user Request, the page corresponding to the acquisition accessing page request, as the implementation of pending target pages, all should include Within the scope of the invention.

Candidate's determining device 12 is according to described image element, it is determined that one or more times matched with described image element Select pictorial element.

Specifically, one or more images of candidate's determining device 12 according to included in the pending target pages Element, such as such as texture information or text message according to corresponding to described image element, enters in approximate image database Row matching, it is determined that one or more the candidate image elements matched with described image element；Such as determine and the figure The matching image cluster that pixel element matches, and then determine one or more candidate images unit matched with described image element Element.

Here, it is described matching include but is not limited to described image element match completely or part matching etc.；It is described complete It is identical that full matching includes but is not limited to the texture information of described image element and candidate image element, text message, described A part matching including but not limited to part for the candidate image element and the line corresponding to a part for described image element Reason information and/or text message are identical, or the candidate image element and the texture letter corresponding to described image element Breath and/or text information parts are identical.

Here, the image generation that the approximate image database can be uploaded according to user；Can also by with other figures As database interacts, the generation of other image data bases is imported.Described image unit can be stored in the approximate image database Element, it is also possible to which storage can access address information of described image element etc..

Preferably, candidate's determining device 12 can be according to the photographed image-related information corresponding to described image element, really One or more candidate image elements that fixed and described image element matches, wherein, the candidate image element and the figure Pixel element has same or like photographed image-related information.

Specifically, candidate's determining device 12 described image element can be analyzed with extraction, it is described to obtain Photographed image-related information corresponding to pictorial element；Or candidate's determining device 12 is corresponding with storage described image element The database of photographed image-related information interacts, to obtain the photographed image-related information corresponding to described image element.

Wherein, described image relevant information includes following at least any one：

Texture information corresponding to-described image element, for example, the light and shade of the line information of described image, described image Change information etc.；

Text message corresponding to-described image element, for example, the subject information of described image, description information, label are believed Breath etc..

Photographed image-related information of the candidate's determining device 12 according to corresponding to described image element, by by described image Photographed image-related information corresponding to element is matched with other images such as storage in approximate image database, will be with phase The image of same or close photographed image-related information is defined as one or more candidate images unit matched with described image element Element.

Preferably, the processing equipment also includes detection means (not shown), wherein, the detection means detects whether full The treatment trigger condition that foot is processed described image element；When the treatment trigger condition is met, the candidate determines Device 12 is according to described image element, it is determined that one or more the candidate image elements matched with described image element.

Specifically, the detection means is examined to the target pages corresponding to described image element or described image element Survey, detect whether to meet the treatment trigger condition for processing described image element.Here, the treatment trigger condition includes But the quality to described image element, size, theme etc. is not limited to judge, or to the mesh corresponding to described image element Mark type, content of the page etc. to be judged, or detected etc. according to predetermined time etc..

For example, whether the pixel value of the detection means detection described image element is more than predetermined threshold value, such as pixel value The predetermined threshold value is not reached, then it is assumed that the pictorial element quality is not good, it is necessary to processed, it is thus determined that meeting to the figure The treatment trigger condition that pixel element is processed；Otherwise then it is unsatisfactory for the treatment triggering bar processed described image element Part.So as to improve the treatment effeciency optimized to pictorial element, system consumption is reduced.

When the treatment trigger condition is met, candidate's determining device 12 is according to described image element, it is determined that and institute State one or more candidate image elements that pictorial element matches.Here, the determination mode determines with candidate described in Fig. 1 The determination mode of device 12 is same or similar, therefore will not be repeated here, and is incorporated herein by reference.

It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to limit of the invention System, it should be appreciated by those skilled in the art that any can be used to detect whether to meet the treatment for processing described image element The detection mode of trigger condition, should be included in the scope of the present invention.

It is preferred that determining device 13 is according to the candidate image element, it is determined that the preferred image corresponding with described image element Element.

Specifically, the preferred determining device 13 is by obtaining one or more determined by candidate's determining device 12 Candidate image element, such as, according to predetermined preference rule, carry out the side such as screening to one or more of candidate image elements Formula, determines the corresponding preferred image element of described image element.For example by pixel highest in the candidate image element, or Person is most fast as preferred image element using access speed in the candidate image element.

Preferably, the preferred determining device 13 can be based on predetermined preference policy, in one or more of candidates The preferred image element corresponding with described image element is determined in pictorial element.

Specifically, the preferred determining device 13 can be based on predetermined preference policy, to one or more of candidates Pictorial element is screened, so that it is determined that the preferred image element corresponding with described image element.Wherein, it is described predetermined excellent Choosing strategy can be set by systemic presupposition or according to the setting of user or the mode based on machine learning is obtained Deng.

It is highly preferred that the predetermined preference policy includes following at least any one：

- according to the candidate image element and the degree of correlation information of described image element, in one or more of candidates The preferred image element corresponding with described image element is determined in pictorial element；Here, the degree of correlation information include but not It is limited to the candidate image element and matches obtained degree of correlation information by carrying out local feature with described image element, or Candidate image element described in person obtains degree of correlation information with described image element after scaling contrast.

For example, picture is carried out to described image element and the candidate image element subtracts the operations such as light, intensification, and according to institute Operation is stated, the textural characteristics of two pictures are constantly extracted, is contrasted the texture feature information as degree of correlation information, So as to according to predefined preference policy, determine in one or more of candidate image elements relative with described image element The preferred image element answered.

For example, described image element is zoomed in and out with the candidate image element, such as larger pictorial element is reduced Into with an equal amount of image of less pictorial element, two texture informations of image are then contrasted again；Here, should according to difference With scene, set different for judging whether the candidate image element as the threshold value of preferred image element, and can work as line When the inconsistent degree of reason information exceedes threshold value, show to there is excessively cutting between two pictures or expand, then the candidate image Element cannot function as the preferred image element.

Those skilled in the art will be understood that the matching dimensionality employed in the determination method of the preferred image element, Can be independently of the matching dimensionality employed in candidate's determining device 12, using text such as in candidate's determining device 12 This information, and texture information is used in the determination of preferred image element, so as to improve treatment effeciency；Identical can also be used Both dimension, such as use texture information, and using the original texture information of pictorial element in candidate's determining device 12, Then using the texture information after being processed pictorial element (such as scale) in the determination of preferred image element.

It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to limit of the invention System, it should be appreciated by those skilled in the art that it is any can be used for it is related to described image element according to the candidate image element Degree information, determines the preferred image element corresponding with described image element in one or more of candidate image elements Implementation, should be included in the scope of the present invention.

- the availability information according to corresponding to the candidate image element, in one or more of candidate image elements It is middle to determine the preferred image element corresponding with described image element；Here, the availability is included but is not limited to：Described image Whether the corresponding link of element is available, described image element is accessed for frequency information and (is such as accessed for that frequency is too high may to be led Cause connection failure etc.), server where described image element it is whether restricted to the source of access request etc.；The availability letter Breath can by described image element conduct interviews test etc. mode obtain.

- the page relevant information according to corresponding to the target pages, in one or more of candidate image elements It is determined that the preferred image element corresponding with described image element；Here, the page relevant information include but is not limited to it is described Application message of application corresponding to the type information of the page corresponding to target pages, subject information, the page etc..Example Such as, for the page of mobile phone web pages type, then selection is adapted to the image of the pixel size for browsing, maximum without selection pixel As preferred image element.

- the watermark information according to corresponding to the candidate image element, in one or more of candidate image elements It is determined that the preferred image element corresponding with described image element；If for example, there is watermark information in the candidate image element, Then by perspective transform relation, watermark size present in the candidate image element is recognized, judge watermark size with the time The proportionate relationship of pictorial element size is selected, if the proportionate relationship is less than the threshold value of setting, then it is assumed that the candidate image element Can be used as preferred image element；Otherwise, then it is assumed that the watermark information of the pictorial element is excessive, can not be used as preferred image unit Element.Here, set threshold value can be adjusted according to parameters such as the page relevant informations corresponding to described image element.

Processing unit 14 is processed described image element, after being updated according to the preferred image element Target pages.

Specifically, the processing unit 14 to described image element using the preferred image element by directly being replaced Change；Or the multiple preferred image element is utilized, after being sheared respectively, synthesize corresponding with described image element new Preferred image element, is then replaced to described image element；Or the preferred image element is utilized, to described image unit Element carries out such as interpolation processing treatment；So as to process described image element, and obtain the target pages after updating.

Here, the treatment includes but is not limited to improve or reduce the picture quality of pictorial element.

Preferably, the processing unit 14 can be replaced according to the preferred image element to described image element Treatment, with the target pages after being updated.

Specifically, the processing unit 14 can utilize the preferred image element, replace described image element, so that The picture quality of described image element, the target pages after being updated are improved or reduced according to demand.

It is highly preferred that the processing unit 14 can be based on described image element, at the preferred image element Reason, the preferred image element after acquisition treatment；According to the preferred image element after the treatment, described image element is replaced Change, with the target pages after being updated.

Specifically, the processing unit 14 can be carried out such as shearing to the preferred image element, merge operation, so that One or more preferred image elements are merged into an image corresponding with described image element, so that after using treatment Preferred image element, is replaced to described image element, with the target pages after being updated.

It should be noted that the above-mentioned examples are merely illustrative of the technical solutions of the present invention, rather than to limit of the invention System, it should be appreciated by those skilled in the art that any can be used for according to the preferred image element, at described image element The implementation of reason, should be included in the scope of the present invention.

It is a kind of for the pictorial element in target pages that Fig. 2 shows in accordance with a preferred embodiment of the present invention The processing equipment schematic diagram of reason；Wherein, the processing equipment includes acquisition device 11 ', candidate's determining device 12 ', preferably determines Device 13 ', processing unit 14 '.Specifically, acquisition device 11 ' obtains pending target pages, wherein, the target pages Include one or more pictorial elements；Candidate's determining device 12 ' is entered according to described image element in approximate image database Row matching inquiry, image cluster is matched to obtain with described image element matches, image cluster is matched according to described, it is determined that and institute State one or more candidate image elements that pictorial element matches；It is preferred that determining device 13 ' is according to the candidate image element, It is determined that the preferred image element corresponding with described image element；Processing unit 14 ' according to the preferred image element, to described Pictorial element is processed, with the target pages after being updated.Wherein, the acquisition device 11 ', preferably determining device 13 ', Processing unit 14 ' is identical with corresponding intrument shown in Fig. 1 or essentially identical, therefore here is omitted, and wraps by reference It is contained in this.

It is constant work between above-mentioned each device, here, it will be understood by those skilled in the art that on " lasting " refer to Each device is stated respectively in real time or according to setting or real-time adjustment mode of operation requirement, pending target pages are carried out Acquisition, matching image cluster acquisition, the determination of candidate image element, the determination of preferred image element, the treatment of pictorial element Deng until processing equipment stops obtaining pending target pages.

Candidate's determining device 12 ' carries out matching inquiry according to described image element in approximate image database, to obtain Image cluster is matched with described image element matches；According to the matching image cluster, it is determined that matching with described image element One or more candidate image elements.

Specifically, candidate's determining device 12 ' is according to described image element, such as by using described image element Texture information or text message etc., matching inquiry is carried out by described image element in approximate image database, with acquisition and institute State the matching image cluster that pictorial element matches；Wherein, the approximate image database is included but is not limited to by store not Set up with texture information feature or different text message feature, the database comprising one or more image clusters；Institute State the pictorial element comprising one or more in image cluster with same photographed image-related information.When the image phase of described image element When pass information matches with the photographed image-related information of described image cluster, described image cluster is matched as with described image element Matching image cluster.

Candidate's determining device 12 ' matches image cluster according to described, by whole corresponding in the matching image cluster Or parts of images is used as one or more the candidate image elements matched with described image element.For example, according to predefined The number of candidate image element, a number of image matches as with described image element in the selected matching image cluster One or more candidate image elements.

Preferably, the processing equipment also includes image cluster acquisition device 15 ', database update device 16 '；Wherein, scheme As cluster acquisition device 15 ' is according to multiple candidate images, one or more approximate image clusters are obtained, wherein, the approximate image cluster Corresponding to one group of same or like candidate image；Database update device 16 ' according to one or more of approximate image clusters, Set up or update the approximate image database.

Specifically, described image cluster acquisition device 15 ' is according to multiple candidate images, such as by extracting the candidate image Texture information and/or text message etc., by one or more with same or analogous texture information and/or text message Candidate image, as approximate image cluster, so that one or more approximate image clusters, wherein, the approximate image cluster corresponds to one The same or like candidate image of group.

If approximate image database is not present, the database update device 16 ' is according to one or more of approximate Image cluster, sets up the approximate image database；If approximate image database is existing, the database update device 16 ' According to one or more of approximate image clusters, the renewal approximate image database is built.

It is a kind of for being processed the pictorial element in target pages that Fig. 3 shows according to a further aspect of the present invention Method flow diagram.Specifically, in step s1, processing equipment obtains pending target pages, wherein, in the target pages Including one or more pictorial elements；In step s2, processing equipment according to described image element, it is determined that with described image element One or more the candidate image elements for matching；In step s3, processing equipment according to the candidate image element, it is determined that with The corresponding preferred image element of described image element；In step s4, processing equipment according to the preferred image element, to institute State pictorial element to be processed, with the target pages after being updated.

It is constant work between above steps, here, it will be understood by those skilled in the art that on " lasting " refer to Each step is stated respectively in real time or according to setting or real-time adjustment mode of operation requirement, pending target pages are carried out Acquisition, the determination of candidate image element, the determination of preferred image element, the treatment of pictorial element etc., until processing equipment is stopped Only obtain pending target pages.

In step s1, processing equipment obtains pending target pages, wherein, the target pages include one or Multiple images element.

Specifically, in step s1, processing equipment is by according to various communication protocol (Communications Protocol), by Various types of data coffret, with the database for storing or providing the pending target pages or other Third party device interacts, and obtains the pending target pages.Wherein, the target pages include one or more figures Pixel element.

Preferably, in step s1, processing equipment can obtain the page editing request of user；According to the page of the user Face edit requests, obtain the corresponding page of page editing request, as pending target pages, wherein, the mesh The mark page includes one or more pictorial elements.

Specifically, in step s1, processing equipment according to various communication protocols (Communications Protocol), By various data transmission interfaces, interacted with user equipment, obtain user and be such as input into by keyboard, mouse, board The page editing request to the page that mode is input into；Or, in step s1, processing equipment is according to various communication protocols (Communications Protocol), by various data transmission interfaces, the page editing with other users that are stored with is asked Third party device interact, obtain user page editing request.Wherein, the page editing request includes but is not limited to use Family is to one or more of one or more page elements of page addition (such as uploading pictures, addition word content), deletion One or more position of page elements on page elements (such as delete picture, delete word content), the movement page.Its In, the user equipment is included but is not limited to, computer, smart mobile phone, PDA (Personal Digital Assistant, i.e., Palm PC) etc. it is any with surf the web and input function equipment.

In step s1, processing equipment is asked according to the page editing of the user, and institute is right with page editing request The server or database answered interact, and the page after being edited according to the request of the page editing of user is used as pending mesh The mark page；Wherein, the target pages include one or more pictorial elements.

For example, the page editing request of user is on the page of certain encyclopaedia entry, to upload a new picture element, Then in step s1, processing equipment obtains the page editing request of the uploading pictures of user, by page editing request The page of corresponding certain the encyclopaedia entry for uploading new picture element is used as pending target pages.

Preferably, in step s1, processing equipment can obtain the accessing page request of user；According to the page of the user Face access request, obtains the page corresponding to the accessing page request, as pending target pages, wherein, the mesh The mark page includes one or more pictorial elements.

Specifically, in step s1, processing equipment according to various communication protocols (Communications Protocol), By various data transmission interfaces, interacted with user equipment, obtain user and be such as input into by keyboard, mouse, board The accessing page request to the page that mode is input into；Or, in step s1, processing equipment is according to various communication protocols (Communications Protocol), by various data transmission interfaces, the accessing page request with other users that are stored with Third party device interact, obtain user accessing page request.Wherein, the accessing page request includes but is not limited to use The modes such as family is by clicking on, sliding, touch, to browsing for the page.Wherein, the user equipment is included but is not limited to, and is calculated Machine, smart mobile phone, PDA (Personal Digital Assistant, i.e. palm PC) etc. are any with surfing the web and defeated The equipment for entering function.

In step s1, according to the accessing page request of the user, institute is right with the accessing page request for processing equipment The server or database answered interact, using the page corresponding to the accessing page request according to user as pending target The page；Wherein, the target pages include one or more pictorial elements.

For example, the accessing page request of user is the page that certain encyclopaedia entry has been browsed on mobile phone, then in step s1, Processing equipment obtains accessing page request of the user by mobile phone browsing pages, will be right corresponding to the accessing page request Should be in the page of certain encyclopaedia entry of mobile phone browsing pages as pending target pages.

In step s2, processing equipment according to described image element, it is determined that one matched with described image element or Multiple candidate image elements.

Specifically, in step s2, or many according to included in the pending target pages of processing equipment Individual pictorial element, such as such as texture information or text message according to corresponding to described image element, in approximate image data Matched in storehouse, it is determined that one or more the candidate image elements matched with described image element；Such as determine with The matching image cluster that described image element matches, and then determine one or more candidates figure matched with described image element Pixel element.

Preferably, in step s2, processing equipment can be according to the photographed image-related information corresponding to described image element, really One or more candidate image elements that fixed and described image element matches, wherein, the candidate image element and the figure Pixel element has same or like photographed image-related information.

Specifically, in step s2, processing equipment described image element can be analyzed with extraction, it is described to obtain Photographed image-related information corresponding to pictorial element；Or in step s2, processing equipment is corresponding with storage described image element The database of photographed image-related information interact, to obtain the photographed image-related information corresponding to described image element.

In step s2, photographed image-related information of the processing equipment according to corresponding to described image element, by by the figure Photographed image-related information corresponding to pixel element, as the image stored in approximate image database is matched, will have with other The image of same or like photographed image-related information is defined as one or more candidate images matched with described image element Element.

Preferably, the processing equipment also includes step s7 (not shown), wherein, in step s7, processing equipment detection Whether the treatment trigger condition that to described image element is processed is met；When the treatment trigger condition is met, in step In s2, processing equipment is according to described image element, it is determined that one or more candidate images unit matched with described image element Element.

Specifically, in step s7, processing equipment is to the page object corresponding to described image element or described image element Detected, detect whether to meet the treatment trigger condition for processing described image element in face.Here, the treatment triggering Condition includes but is not limited to quality, size, theme to described image element etc. and judges, or to described image element institute Type, content of corresponding target pages etc. are judged, or are detected etc. according to predetermined time etc..

For example, in step s7, whether the pixel value of processing equipment detection described image element is more than predetermined threshold value, such as Pixel value does not reach the predetermined threshold value, then it is assumed that the pictorial element quality is not good, it is necessary to processed, it is thus determined that meeting right The treatment trigger condition that described image element is processed；Otherwise the treatment for being then unsatisfactory for processing described image element is touched Clockwork spring part.So as to improve the treatment effeciency optimized to pictorial element, system consumption is reduced.

When the treatment trigger condition is met, in step s2, processing equipment is according to described image element, it is determined that and institute State one or more candidate image elements that pictorial element matches.Here, the determination mode is with step s2's described in Fig. 3 Determination mode is same or similar, therefore will not be repeated here, and is incorporated herein by reference.

In step s3, processing equipment is according to the candidate image element, it is determined that corresponding with described image element is excellent Select pictorial element.

Specifically, in step s3, processing equipment is schemed by obtaining identified one or more candidates in step s2 Pixel element, such as, according to predetermined preference rule, the mode of screening etc. is carried out to one or more of candidate image elements, it is determined that The corresponding preferred image element of described image element.For example by pixel highest in the candidate image element, or by institute State access speed in candidate image element most fast as preferred image element.

Preferably, in step s3, processing equipment can be based on predetermined preference policy, in one or more of candidates The preferred image element corresponding with described image element is determined in pictorial element.

Specifically, in step s3, processing equipment can be based on predetermined preference policy, to one or more of candidates Pictorial element is screened, so that it is determined that the preferred image element corresponding with described image element.Wherein, it is described predetermined excellent Choosing strategy can be set by systemic presupposition or according to the setting of user or the mode based on machine learning is obtained Deng.

Those skilled in the art will be understood that the matching dimensionality employed in the determination method of the preferred image element, Can independently of the matching dimensionality employed in step s2, such as in the step s2 in use text message, and preferably scheming Texture information is used in the determination of pixel element, so as to improve treatment effeciency；Identical dimension can also be used, is such as both used Texture information, and then used in the determination of preferred image element using the original texture information of pictorial element in step s2 Texture information after being processed pictorial element (such as scale).

In step s4, processing equipment is processed described image element according to the preferred image element, to obtain Target pages after renewal.

Specifically, in step s4, processing equipment is by directly using the preferred image element to described image element It is replaced；Or the multiple preferred image element is utilized, after being sheared respectively, synthesize corresponding with described image element New preferred image element, then described image element is replaced；Or the preferred image element is utilized, to described Pictorial element carries out such as interpolation processing treatment；So as to process described image element, and obtain the page object after updating Face.

Preferably, in step s4, processing equipment can be carried out according to the preferred image element to described image element Replacement is processed, with the target pages after being updated.

Specifically, in step s4, processing equipment can utilize the preferred image element, replace described image unit Element, so as to improve or reduce the picture quality of described image element, the target pages after being updated according to demand.

It is highly preferred that in step s4, processing equipment can be based on described image element, and the preferred image element is entered Row treatment, the preferred image element after acquisition treatment；According to the preferred image element after the treatment, described image element is entered Row is replaced, with the target pages after being updated.

Specifically, in step s4, processing equipment can be carried out such as shearing to the preferred image element, merge behaviour Make, so as to one or more preferred image elements are merged into an image corresponding with described image element, so as to utilize Preferred image element after treatment, is replaced to described image element, with the target pages after being updated.

It is a kind of for the pictorial element in target pages that Fig. 4 shows in accordance with a preferred embodiment of the present invention The method flow diagram of reason.Specifically, in step s1 ', processing equipment obtains pending target pages, wherein, the target The page includes one or more pictorial elements；In step s2 ', processing equipment according to described image element, in approximate image Matching inquiry is carried out in database, image cluster is matched with described image element matches to obtain, according to the matching image Cluster, it is determined that one or more the candidate image elements matched with described image element；In step s3 ', processing equipment according to The candidate image element, it is determined that the preferred image element corresponding with described image element；In step s4 ', processing equipment According to the preferred image element, described image element is processed, with the target pages after being updated.Wherein, it is described Step s1 ', step s3 ', step s4 ' are identical or essentially identical with correspondence step shown in Fig. 3, therefore here is omitted, and pass through The mode of reference is incorporated herein.

It is constant work between above steps, here, it will be understood by those skilled in the art that on " lasting " refer to Each step is stated respectively in real time or according to setting or real-time adjustment mode of operation requirement, pending target pages are carried out Acquisition, matching image cluster acquisition, the determination of candidate image element, the determination of preferred image element, the treatment of pictorial element Deng until processing equipment stops obtaining pending target pages.

In step s2 ', processing equipment carries out matching inquiry according to described image element in approximate image database, To obtain image cluster is matched with described image element matches；According to it is described matching image cluster, it is determined that with described image element One or more the candidate image elements for matching.

Specifically, in step s2 ', processing equipment according to described image element, such as by using described image element Texture information or text message etc., described image element is carried out into matching inquiry in approximate image database, with obtain with The matching image cluster that described image element matches；Wherein, the approximate image database is included but is not limited to by store Different texture information characteristics or different text message feature and set up, the database comprising one or more image clusters； There is the pictorial element of same photographed image-related information in described image cluster comprising one or more.When the image of described image element When the photographed image-related information of relevant information and described image cluster matches, using described image cluster as with described image element phase The matching image cluster matched somebody with somebody.

In step s2 ', processing equipment matches image cluster according to described, by whole corresponding in the matching image cluster Or parts of images is used as one or more the candidate image elements matched with described image element.For example, according to predefined The number of candidate image element, a number of image matches as with described image element in the selected matching image cluster One or more candidate image elements.

Preferably, the processing equipment also includes step s5 ', step s6 '；Wherein, in step s5 ', processing equipment root According to multiple candidate images, one or more approximate image clusters are obtained, wherein, the approximate image cluster corresponds to one group of identical or phase Near candidate image；In step s6 ', processing equipment is set up or is updated and be described according to one or more of approximate image clusters Approximate image database.

Specifically, in step s5 ', processing equipment according to multiple candidate images, such as by extracting the candidate image Texture information and/or text message etc., by one or more with same or analogous texture information and/or text message Candidate image, as approximate image cluster, so that one or more approximate image clusters, wherein, the approximate image cluster corresponds to one The same or like candidate image of group.

If approximate image database is not present, in step s6 ', processing equipment is according to one or more of approximate diagrams As cluster, the approximate image database is set up；If approximate image database is existing, in step s6 ', processing equipment according to One or more of approximate image clusters, build the renewal approximate image database.

It is obvious to a person skilled in the art that the invention is not restricted to the details of above-mentioned one exemplary embodiment, Er Qie In the case of without departing substantially from spirit or essential attributes of the invention, the present invention can be in other specific forms realized.Therefore, no matter From the point of view of which point, embodiment all should be regarded as exemplary, and be nonrestrictive, the scope of the present invention is by appended power Profit requires to be limited rather than described above, it is intended that all in the implication and scope of the equivalency of claim by falling Change is included in the present invention.Any reference in claim should not be considered as the claim involved by limitation.This Outward, it is clear that " including " word is not excluded for other units or step, odd number is not excluded for plural number.The multiple stated in device claim Unit or device can also be realized by a unit or device by software or hardware.The first, the second grade word is used for table Show title, and be not offered as any specific order.

Claims

1. a kind of method for being processed the pictorial element in target pages, wherein, the method is comprised the following steps：

Photographed image-related informations of the b according to corresponding to described image element, it is determined that one or many matched with described image element Individual candidate image element, wherein, the candidate image element and described image element have the related letter of same or like image Breath, described image relevant information is included corresponding to texture information and/or described image element corresponding to described image element Text message；

C is based on predetermined preference policy, determines in one or more of candidate image elements relative with described image element The preferred image element answered；

D is processed described image element according to the preferred image element, with the target pages after being updated；

Wherein, the predetermined preference policy includes following at least any one：

- according to the candidate image element and the degree of correlation information of described image element, in one or more of candidate images The preferred image element corresponding with described image element is determined in element；

- the availability information according to corresponding to the candidate image element, in one or more of candidate image elements really The fixed preferred image element corresponding with described image element；

- the page relevant information according to corresponding to the target pages, determines in one or more of candidate image elements The preferred image element corresponding with described image element；

- the watermark information according to corresponding to the candidate image element, determines in one or more of candidate image elements The preferred image element corresponding with described image element.

2. method according to claim 1, wherein, the step b includes：

- according to described image element, matching inquiry is carried out in approximate image database, to obtain and described image element phase The matching image cluster matched somebody with somebody；

- according to the matching image cluster, it is determined that one or more the candidate image elements matched with described image element.

3. method according to claim 2, wherein, the method also includes：

- according to multiple candidate images, one or more approximate image clusters are obtained, wherein, the approximate image cluster corresponds to one group Same or like candidate image；

- according to one or more of approximate image clusters, set up or update the approximate image database.

4. method according to claim 1, wherein, the method also includes：

- detect whether to meet the treatment trigger condition for processing described image element；

Wherein, the step b includes：

- when the treatment trigger condition is met, according to described image element, it is determined that one matched with described image element Or multiple candidate image elements.

5. method according to any one of claim 1 to 4, wherein, the step d includes：

- according to the preferred image element, treatment is replaced to described image element, with the target pages after being updated.

6. method according to claim 5, wherein, the step d includes：

- described image element is based on, the preferred image element is processed, the preferred image element after acquisition treatment；

- according to the preferred image element after the treatment, described image element is replaced, with the page object after being updated Face.

7. method according to any one of claim 1 to 4, wherein, the step a includes：

The page editing request of-acquisition user；

- asked according to the page editing of the user, the corresponding page of page editing request is obtained, as pending Target pages, wherein, the target pages include one or more pictorial elements.

8. method according to any one of claim 1 to 4, wherein, the step a includes：

The accessing page request of-acquisition user；

- according to the accessing page request of the user, the page corresponding to the accessing page request is obtained, as pending Target pages, wherein, the target pages include one or more pictorial elements.

9. a kind of processing equipment for being processed the pictorial element in target pages, wherein, the equipment includes：

Acquisition device, for obtaining pending target pages, wherein, the target pages include one or more image primitives Element；

Candidate's determining device, for the photographed image-related information according to corresponding to described image element, it is determined that with described image element One or more the candidate image elements for matching, wherein, the candidate image element and described image element have it is identical or Close photographed image-related information, described image relevant information includes the texture information and/or described corresponding to described image element Text message corresponding to pictorial element；

It is preferred that determining device, for based on predetermined preference policy, determine in one or more of candidate image elements with The corresponding preferred image element of described image element；

Processing unit, for according to the preferred image element, processing described image element, with the mesh after being updated The mark page；

10. processing equipment according to claim 9, wherein, candidate's determining device is used for：

11. processing equipments according to claim 10, wherein, the equipment also includes：

Image cluster acquisition device, for according to multiple candidate images, obtaining one or more approximate image clusters, wherein, it is described near Correspond to one group of same or like candidate image like image cluster；

Database update device, for according to one or more of approximate image clusters, setting up or updating the approximate image number According to storehouse.

12. processing equipments according to claim 9, wherein, the equipment also includes：

Detection means, for detecting whether meeting the treatment trigger condition processed described image element；

Wherein, candidate's determining device is used for：

13. processing equipment according to any one of claim 9 to 12, wherein, the processing unit is used for：

14. processing equipments according to claim 13, wherein, the processing unit is used for：

15. processing equipment according to any one of claim 9 to 12, wherein, the acquisition device is used for：

The page editing request of-acquisition user；

16. processing equipment according to any one of claim 9 to 12, wherein, the acquisition device is used for：

The accessing page request of-acquisition user；