CN103324672A

CN103324672A - Method and device for processing image elements in target pages

Info

Publication number: CN103324672A
Application number: CN2013101939722A
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: 2013-09-25
Anticipated expiration: 2033-05-23
Also published as: CN103324672B

Abstract

The invention aims at providing a method and a device for processing image elements in target pages. The processing device determines one or more candidate image elements which are matched with the image elements and determines preferred image elements corresponding to the image elements according to the image elements in the target pages to be processed and processes the image elements according to the preferred image elements to obtain updated target pages. Compared with the prior art, the method and the device have the advantages that automatic processing of the image elements is achieved, the accuracy of recognition of the image elements and the processing efficiency for optimizing of the image elements are improved, the user experience is improved, the efficiency of information obtaining of users is improved, and value information of products corresponding to the target pages is improved.

Description

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

Technical field

The present invention relates to Internet technical field, relate in particular to a kind of technology for the pictorial element of target pages is processed.

Background technology

Development along with Internet technology, user-generated content (User Generated Content, UGC) pattern is adopted such as social network sites, video sharing website, photo sharing website, Knowledge Sharing website, community, forum etc. by increasing website.For the website of adopting the UGC pattern, as in the common editor's of user knowledge sharing website, the picture quality that the user uploads is uneven.Most of user is the picture of knowledge sharing website (such as Baidupedia, wikipedia etc.) contribution, all come from the picture that public copyright on the internet or original author abandon copyright, this part picture between network, community and user through repeatedly reprinting, copy, picture quality may decline to a great extent (as size dwindle, sharpness reduces).And the lower picture uploading of quality has affected the level that the user intuitively obtains graphic knowledge of browsing behind the knowledge sharing website, has reduced the value information of product.

And if the user wishes to find original high-quality picture, need to expend higher cost; And need user's active operation, as utilizing voluntarily photographic search engine or other image processing techniquess, to improve picture quality; Because lower in network-wide basis search pictures efficient, the user is difficult to accurately find own required picture, has the inaccurate situation of image recognition simultaneously.

Summary of the invention

The purpose of this invention is to provide a kind of method and apparatus for the pictorial element of target pages is processed.

According to an aspect of the present invention, provide a kind of method for the pictorial element of target pages is processed, wherein, the method may further comprise the steps:

A obtains pending target pages, wherein, comprises one or more pictorial elements in the described target pages;

B determines the one or more candidate image elements that are complementary with described pictorial element according to described pictorial element;

C determines the preferred image element corresponding with described pictorial element according to described candidate image element;

D processes described pictorial element according to described preferred image element, the target pages after upgrading with acquisition.

According to a further aspect in the invention, also provide a kind for the treatment of facility for the pictorial element of target pages is processed, wherein, this equipment comprises:

Deriving means is used for obtaining pending target pages, wherein, comprises one or more pictorial elements in the described target pages;

The candidate determines device, is used for according to described pictorial element, determines the one or more candidate image elements that are complementary with described pictorial element;

Preferred definite device is used for according to described candidate image element, determines the preferred image element corresponding with described pictorial element;

Treating apparatus is used for according to described preferred image element, described pictorial element is processed the target pages after upgrading with acquisition.

Compared with prior art, the present invention passes through according to the pictorial element in the pending target pages, definite one or more candidate image elements that are complementary with described pictorial element, and definite preferred image element corresponding with described pictorial element, according to described preferred image element, described pictorial element is processed, with the target pages after the acquisition renewal, thereby realized the automatic processing to pictorial element, improve the accuracy to pictorial element identification, and to the treatment effeciency that pictorial element is optimized, improved user's experience, improve the efficient of user's obtaining information, improved the value information of the product corresponding with target pages.

And, the present invention can also be according to the corresponding photographed image-related information of described pictorial element, definite one or more candidate image elements that are complementary with described pictorial element, wherein, described candidate image element has identical or close photographed image-related information with described pictorial element, thereby has improved the accuracy to pictorial element identification, and then has improved user's experience, improve the efficient of user's obtaining information, improved the value information of the product corresponding with target pages.

And, the present invention can also carry out matching inquiry according to described pictorial element in the approximate image database, with the matching image that obtains to be complementary with described pictorial element bunch, according to described matching image bunch, determine the one or more candidate image elements that are complementary with described pictorial element; Further, can also be according to a plurality of candidate images, obtain one or more approximate images bunch, according to described one or more approximate images bunch, set up or upgrade described approximate image database; Thereby improved the accuracy of pictorial element identification, and the treatment effeciency that pictorial element is optimized, and then improved user's experience, and improved the efficient of user's obtaining information, improved the value information of the product corresponding with target pages.

And, the present invention can also detect whether satisfy the processing trigger condition that described pictorial element is processed, when satisfying described processing trigger condition, according to described pictorial element, definite one or more candidate image elements that are complementary with described pictorial element, thereby improved the treatment effeciency that pictorial element is optimized, reduced system consumption.

And, the present invention can also be based on predetermined preference policy, in described one or more candidate image elements, determine the preferred image element corresponding with described pictorial element, thereby realize the accurate screening to the candidate image element, improve the accuracy to pictorial element identification, and to the treatment effeciency that pictorial element is optimized, improved user's experience, improve the efficient of user's obtaining information, improved the value information of the product corresponding with target pages.

And the present invention can also replace processing to described pictorial element according to described preferred image element, the target pages after upgrading with acquisition; Further, based on described pictorial element, described preferred image element is processed, obtained the preferred image element after the processing, according to the preferred image element after the described processing, described pictorial element is replaced, with the target pages after obtaining to upgrade; Thereby realized the automatic renewal to target pages, improved the treatment effeciency that pictorial element is optimized, improved user's experience, improved the efficient of user's obtaining information, improved the value information of the product corresponding with target pages.

And, the present invention can also obtain user's page editing request or accessing page request, page editing request or accessing page request according to described user, obtain described page editing request or the corresponding page of accessing page request, with as pending target pages, thereby realized the automatic processing to pictorial element, improved the treatment effeciency that pictorial element is optimized, improved user's experience, improve the efficient of user's obtaining information, improved the value information of the product corresponding with target pages.

Description of drawings

By reading the detailed description that non-limiting example is done of doing with reference to the following drawings, it is more obvious that other features, objects and advantages of the present invention will become:

Fig. 1 illustrates a kind for the treatment of facility schematic diagram for the pictorial element of target pages is processed according to one aspect of the invention;

Fig. 2 illustrates a kind for the treatment of facility schematic diagram for the pictorial element of target pages is processed in accordance with a preferred embodiment of the present invention;

Fig. 3 illustrates a kind of method flow diagram for the pictorial element of target pages is processed according to a further aspect of the present invention;

Fig. 4 illustrates a kind of method flow diagram for the pictorial element of target pages is processed in accordance with a preferred embodiment of the present invention.

Same or analogous Reference numeral represents same or analogous parts in the accompanying drawing.

Embodiment

Below in conjunction with accompanying drawing the present invention is described in further detail.

Fig. 1 illustrates a kind for the treatment of facility schematic diagram for the pictorial element of target pages is processed according to one aspect of the invention; Wherein, described treatment facility comprises that deriving means 11, candidate determine device 12, preferably determine device 13, treating apparatus 14.Particularly, deriving means 11 obtains pending target pages, wherein, comprises one or more pictorial elements in the described target pages; The candidate determines device 12 according to described pictorial element, determines the one or more candidate image elements that are complementary with described pictorial element; Preferred definite device 13 is determined the preferred image element corresponding with described pictorial element according to described candidate image element; Treating apparatus 14 is processed described pictorial element according to described preferred image element, the target pages after upgrading with acquisition.

At this, described treatment facility is drawn together but is not limited to the network equipment, subscriber equipment or the network equipment and subscriber equipment by the mutually integrated equipment that consists of of network.Wherein, the described network equipment comprise a kind of can be according to the instruction of prior setting or storage, automatically carry out the electronic equipment of numerical evaluation and information processing, its hardware includes but not limited to microprocessor, special IC (ASIC), programmable gate array (FPGA), digital processing unit (DSP), embedded device etc.It includes but not limited to the cloud that computing machine, network host, single network server, a plurality of webserver collection or a plurality of server consist of the described network equipment; At this, cloud is by consisting of based on a large amount of computing machines of cloud computing (Cloud Computing) or the webserver, and wherein, cloud computing is a kind of of Distributed Calculation, a virtual supercomputer that is comprised of the loosely-coupled computing machine collection of a group.It includes but not limited to any electronic product that can carry out with the user man-machine interaction by keyboard, telepilot, touch pad or voice-operated device, such as computing machine, smart mobile phone, PDA, game machine or IPTV etc. described subscriber equipment.Described network includes but not limited to internet, wide area network, Metropolitan Area Network (MAN), LAN (Local Area Network), VPN network, wireless self-organization network (Ad Hoc network) etc.Those skilled in the art will be understood that other treatment facility is equally applicable to the present invention, also should be included in the protection domain of the present invention, and be contained in this at this with way of reference.

Constant work between above-mentioned each device, at this, it will be understood by those skilled in the art that " continuing " refers to that above-mentioned each device is respectively in real time or according to the mode of operation requirement of setting or adjust in real time, carry out the processing of the determining of the determining of the obtaining of pending target pages, candidate image element, preferred image element, pictorial element etc., until treatment facility stops to obtain pending target pages.

Deriving means 11 obtains pending target pages, wherein, comprises one or more pictorial elements in the described target pages.

Particularly, deriving means 11 passes through according to various communication protocols (Communications Protocol), by the Various types of data transmission interface, with storage or database or other third party device interactions of described pending target pages are provided, obtain described pending target pages.Wherein, comprise one or more pictorial elements in the described target pages.

At this, described pictorial element includes but not limited to the picture of various forms, such as the dynamic picture of gif form or the static images of the forms such as bmp, jpeg etc.

At this, described pictorial element comprises original image in the image newly uploaded by the user or this target pages, perhaps copies or be incorporated into the image in the current goal page from other are used; Or the image that obtains by any other mode of described pending target pages etc.

Need to prove, above-mentioned for example only for technical scheme of the present invention is described better, but not limitation of the present invention, those skilled in the art should understand that, any pictorial element that obtains implementation and any form or the type of pending target pages all should be within the scope of the present invention.

Preferably, described deriving means 11 can obtain user's page editing request; According to described user's page editing request, obtain the corresponding page of described page editing request, with as pending target pages, wherein, comprise one or more pictorial elements in the described target pages.

Particularly, described deriving means 11 is according to various communication protocols (Communications Protocol), by various data transmission interfaces, carry out alternately with subscriber equipment, obtain the page editing request to the page of user as inputting by modes such as keyboard, mouse, board inputs; Perhaps, described deriving means 11 is according to various communication protocols (Communications Protocol), by various data transmission interfaces, with other third party device interactions that stores user's page editing request, the page editing request of obtaining the user.Wherein, described page editing request include but not limited to the user to the described page add one or more page elements (such as uploading pictures, add word content etc.), delete one or more page elements (such as deletion picture, deletion word content etc.), mobile as described in the position of one or more page elements on the page.Wherein, described subscriber equipment includes but not limited to, computing machine, smart mobile phone, PDA (Personal Digital Assistant, i.e. palm PC) etc. are any to have and surf the web and the equipment of input function.

Deriving means 11 is according to described user's page editing request, and with the corresponding server of described page editing request or database interaction, the page after will editing according to user's page editing request is as pending target pages; Wherein, comprise one or more pictorial elements in the described target pages.

For example, user's page editing request is on the page of certain encyclopaedia entry, uploaded a new picture element, then described deriving means 11 has obtained the page editing request of this uploading pictures of user, with the page of corresponding certain the encyclopaedia entry of having uploaded new picture element of described page editing request as pending target pages.

Need to prove, above-mentioned for example only for technical scheme of the present invention is described better, but not limitation of the present invention, those skilled in the art should understand that, any page editing request of obtaining the user, and according to described user's page editing request, obtain the corresponding page of described page editing request, with the implementation as pending target pages, all should be within the scope of the present invention.

Preferably, described deriving means 11 can obtain user's accessing page request; According to described user's accessing page request, obtain the corresponding page of described accessing page request, with as pending target pages, wherein, comprise one or more pictorial elements in the described target pages.

Particularly, described deriving means 11 is according to various communication protocols (Communications Protocol), by various data transmission interfaces, carry out alternately with subscriber equipment, obtain the accessing page request to the page of user as inputting by modes such as keyboard, mouse, board inputs; Perhaps, described deriving means 11 is according to various communication protocols (Communications Protocol), by various data transmission interfaces, with other third party device interactions that stores user's accessing page request, obtain user's accessing page request.Wherein, described accessing page request includes but not limited to the user by modes such as click, slip, touches, to browsing of the page etc.Wherein, described subscriber equipment includes but not limited to, computing machine, smart mobile phone, PDA (Personal Digital Assistant, i.e. palm PC) etc. are any to have and surf the web and the equipment of input function.

Deriving means 11 is according to described user's accessing page request, with the corresponding server of described accessing page request or database interaction, and will be according to the corresponding page of user's accessing page request as pending target pages; Wherein, comprise one or more pictorial elements in the described target pages.

For example, user's accessing page request is for having browsed the page of certain encyclopaedia entry at mobile phone, then described deriving means 11 has obtained the user by the accessing page request of mobile phone browsing pages, with the page of corresponding certain the encyclopaedia entry corresponding to the mobile phone browsing pages of described accessing page request as pending target pages.

Need to prove, above-mentioned for example only for technical scheme of the present invention is described better, but not limitation of the present invention, those skilled in the art should understand that, any accessing page request of obtaining the user, and according to described user's accessing page request, obtain the corresponding page of described accessing page request, with the implementation as pending target pages, all should be within the scope of the present invention.

The candidate determines device 12 according to described pictorial element, determines the one or more candidate image elements that are complementary with described pictorial element.

Particularly, the candidate determines that device 12 is according to the one or more pictorial elements that comprise in the described pending target pages, such as corresponding such as texture information or text message etc. according to described pictorial element, in the approximate image database, mate, determine the one or more candidate image elements that are complementary with described pictorial element; Perhaps for example determine the matching image that is complementary with described pictorial element bunch, and then determine and one or more candidate image elements that described pictorial element is complementary.

At this, described coupling includes but not limited to and the fully coupling of described pictorial element or part coupling etc.; Described fully coupling includes but not limited to that texture information, the text message of described pictorial element and candidate image element are identical, described part coupling includes but not limited to that the corresponding texture information of a part and/or the text message of the part of described candidate image element and described pictorial element is identical, and perhaps described candidate image element is identical with the corresponding texture information of described pictorial element and/or text message part.

At this, described approximate image database can generate according to the image that the user uploads; Also can by with other image data base interactions, import other image data bases and generate.Can store described pictorial element in the described approximate image database, also can store the address information that to access described pictorial element etc.

Preferably, described candidate determines that device 12 can be according to the corresponding photographed image-related information of described pictorial element, definite one or more candidate image elements that are complementary with described pictorial element, wherein, described candidate image element has identical or close photographed image-related information with described pictorial element.

Particularly, described candidate determines that device 12 can analyze and extract described pictorial element, to obtain the corresponding photographed image-related information of described pictorial element; Perhaps described candidate determines the database interaction of the photographed image-related information that device 12 is corresponding with the described pictorial element of storage, to obtain the corresponding photographed image-related information of described pictorial element.

Wherein, described photographed image-related information comprise following at least each:

The corresponding texture information of-described pictorial element, for example, the light and shade change information of the line information of described image, described image etc.;

The corresponding text message of-described pictorial element, for example, the subject information of described image, descriptor, label information etc.

Described candidate determines that device 12 is according to the corresponding photographed image-related information of described pictorial element, by the corresponding photographed image-related information of described pictorial element and other are mated such as the image that is stored in the approximate image database, the image that will have identical or close photographed image-related information is defined as one or more candidate image elements of being complementary with described pictorial element.

Preferably, described treatment facility also comprises the pick-up unit (not shown), and wherein, described pick-up unit detects whether satisfy the processing trigger condition that described pictorial element is processed; When satisfying described processing trigger condition, described candidate determines device 12 according to described pictorial element, determines the one or more candidate image elements that are complementary with described pictorial element.

Particularly, described pick-up unit detects described pictorial element or the corresponding target pages of described pictorial element, detects and whether satisfies the processing trigger condition that described pictorial element is processed.At this, described processing trigger condition includes but not limited to that quality, size, theme to described pictorial element etc. judge, perhaps the type of the corresponding target pages of described pictorial element, content etc. are judged, perhaps detected etc. according to predetermined time etc.

For example, whether described pick-up unit detects the pixel value of described pictorial element greater than predetermined threshold value, does not reach this predetermined threshold value such as pixel value, thinks that then this pictorial element quality is not good, need to process, therefore determine to satisfy the processing trigger condition that described pictorial element is processed; Otherwise then do not satisfy the processing trigger condition that described pictorial element is processed.Thereby improved the treatment effeciency that pictorial element is optimized, reduced system consumption.

When satisfying described processing trigger condition, described candidate determines device 12 according to described pictorial element, determines the one or more candidate image elements that are complementary with described pictorial element.At this, candidate described in described definite mode and Fig. 1 determines that definite mode of device 12 is same or similar, thus do not repeat them here, and mode by reference is contained in this.

Need to prove, above-mentioned for example only for technical scheme of the present invention is described better, but not limitation of the present invention, those skilled in the art should understand that, anyly can be used for detecting the detection mode that whether satisfies the processing trigger condition that described pictorial element is processed, all should be within the scope of the present invention.

Preferred definite device 13 is determined the preferred image element corresponding with described pictorial element according to described candidate image element.

Particularly, described preferred definite device 13 is determined device 12 determined one or more candidate image elements by obtaining described candidate, for example according to predetermined preference rule, to modes such as described one or more candidate image elements screen, determine the preferred image element that described pictorial element is corresponding.For example that pixel in the described candidate image element is the highest, perhaps with access speed in the described candidate image element the fastest as the preferred image element.

Preferably, described preferred definite device 13 can based on predetermined preference policy, be determined the preferred image element corresponding with described pictorial element in described one or more candidate image elements.

Particularly, described preferred definite device 13 can screen described one or more candidate image elements based on predetermined preference policy, thereby determines the preferred image element corresponding with described pictorial element.Wherein, described predetermined preference policy can arrange or obtain etc. based on the mode of machine learning by systemic presupposition or according to user's setting.

More preferably, described predetermined preference policy comprise following at least each:

-according to the degree of correlation information of described candidate image element and described pictorial element, in described one or more candidate image elements, determine the preferred image element corresponding with described pictorial element; At this, what described degree of correlation information included but not limited to described candidate image element and described pictorial element passes through to carry out the degree of correlation information that local feature coupling obtains, and perhaps described candidate image element and described pictorial element are by the rear degree of correlation information that obtains of convergent-divergent contrast.

For example, described pictorial element and described candidate image element are carried out picture subtract the operations such as light, intensification, and according to described operation, constantly extract the textural characteristics of two pictures, described textural characteristics information is compared as degree of correlation information, thereby according to predefined preference policy, in described one or more candidate image elements, determine the preferred image element corresponding with described pictorial element.

For example, described pictorial element and described candidate image element are carried out convergent-divergent, as larger pictorial element is dwindled into the image onesize with less pictorial element, and then contrast the texture information of two images; At this, according to the different application scene, set different being used for and judge whether described candidate image element can be used as the threshold value of preferred image element, and when the inconsistent degree of texture information surpasses threshold value, show to have excessive cutting or expansion between two pictures, then this candidate image element can not be as described preferred image element.

Those skilled in the art will be understood that, the matching dimensionality that adopts in definite method of described preferred image element, can be independent of described candidate and determine the matching dimensionality that adopts in the device 12, as as described in the candidate determine to adopt text message in the device 12, and in the determining of preferred image element, adopt texture information, thereby raising treatment effeciency; Also can adopt identical dimension, as both adopting texture information, and described candidate determines in the device 12 to adopt the original texture information of pictorial element, then adopts pictorial element is processed the texture information after (such as convergent-divergent etc.) in the determining of preferred image element.

Need to prove, above-mentioned for example only for technical scheme of the present invention is described better, but not limitation of the present invention, those skilled in the art should understand that, any degree of correlation information that can be used for according to described candidate image element and described pictorial element, in described one or more candidate image elements, determine the implementation of the preferred image element corresponding with described pictorial element, all should be within the scope of the present invention.

-according to the corresponding availability information of described candidate image element, in described one or more candidate image elements, determine the preferred image element corresponding with described pictorial element; At this, described availability includes but not limited to: the accessed frequency information of whether available, the described pictorial element of the link that described pictorial element is corresponding (may cause connection failure etc. as accessed frequency is too high), as described in pictorial element place server whether restricted etc. to the source of request of access; Described availability information can obtain by modes such as tests that described pictorial element is conducted interviews.

-according to the corresponding page relevant information of described target pages, in described one or more candidate image elements, determine the preferred image element corresponding with described pictorial element; At this, described page relevant information includes but not limited to type information, the subject information of the corresponding page of described target pages, application message of the corresponding application of the described page etc.For example, for the page of mobile phone web pages type, then select the image of the pixel size be fit to browse, and needn't select the pixel maximum as the preferred image element.

-according to the corresponding watermark information of described candidate image element, in described one or more candidate image elements, determine the preferred image element corresponding with described pictorial element; For example, if have watermark information in the described candidate image element, then concern by perspective transform, identify the watermark size that exists in the described candidate image element, judge the proportionate relationship of watermark size and described candidate image element size, if described proportionate relationship thinks then that less than the threshold value of setting described candidate image element can be used as the preferred image element; Otherwise, think that then the watermark information of this pictorial element is excessive, not can be used as described preferred image element.At this, the threshold value that sets can be adjusted according to parameters such as the corresponding page relevant informations of described pictorial element.

Treating apparatus 14 is processed described pictorial element according to described preferred image element, the target pages after upgrading with acquisition.

Particularly, described treating apparatus 14 is by directly utilizing described preferred image element that described pictorial element is replaced; Perhaps utilize described a plurality of preferred image element, after shearing respectively, then the synthetic new preferred image element corresponding with described pictorial element replaced described pictorial element; Perhaps utilize described preferred image element, described pictorial element is carried out such as processing such as interpolation processing; Thereby described pictorial element is processed, and obtained target pages after the renewal.

At this, described processing includes but not limited to improve or reduce the picture quality of pictorial element.

Preferably, described treating apparatus 14 can be replaced processing to described pictorial element according to described preferred image element, the target pages after upgrading with acquisition.

Particularly, described treating apparatus 14 can utilize described preferred image element, replaces described pictorial element, thereby improves according to demand or reduce the picture quality of described pictorial element, the target pages after obtaining to upgrade.

More preferably, described treating apparatus 14 can be processed described preferred image element based on described pictorial element, obtains the preferred image element after the processing; According to the preferred image element after the described processing, described pictorial element is replaced the target pages after upgrading with acquisition.

Particularly, described treating apparatus 14 can carry out such as operations such as shearing, merging described preferred image element, thereby one or more preferred image elements are merged into an image corresponding with described pictorial element, thereby utilize the preferred image element after processing, described pictorial element is replaced the target pages after upgrading with acquisition.

Need to prove, above-mentioned for example only for technical scheme of the present invention is described better, but not limitation of the present invention, those skilled in the art should understand that, any can be used for according to described preferred image element, to the implementation that described pictorial element is processed, all should be within the scope of the present invention.

Fig. 2 illustrates a kind for the treatment of facility schematic diagram for the pictorial element of target pages is processed in accordance with a preferred embodiment of the present invention; Wherein, described treatment facility comprises that deriving means 11 ', candidate determine device 12 ', preferably determine device 13 ', treating apparatus 14 '.Particularly, deriving means 11 ' obtains pending target pages, wherein, comprises one or more pictorial elements in the described target pages; The candidate determines that device 12 ' is according to described pictorial element, in the approximate image database, carry out matching inquiry, with the matching image that obtains to be complementary with described pictorial element bunch, according to described matching image bunch, determine the one or more candidate image elements that are complementary with described pictorial element; Preferred definite device 13 ' is determined the preferred image element corresponding with described pictorial element according to described candidate image element; Treating apparatus 14 ' is processed described pictorial element according to described preferred image element, the target pages after upgrading with acquisition.Wherein, described deriving means 11 ', preferably determine device 13 ', treating apparatus 14 ' is identical with corresponding intrument shown in Figure 1 or basic identical, so locate to repeat no more, and mode by reference is contained in this.

Constant work between above-mentioned each device, at this, it will be understood by those skilled in the art that " continuing " refers to that above-mentioned each device is respectively in real time or according to the mode of operation requirement of setting or adjust in real time, carry out the processing of the determining of the determining of the obtaining of the obtaining of pending target pages, matching image bunch, candidate image element, preferred image element, pictorial element etc., until treatment facility stops to obtain pending target pages.

The candidate determines device 12 ' according to described pictorial element, carries out matching inquiry in the approximate image database, with the matching image that obtains to be complementary with described pictorial element bunch; According to described matching image bunch, determine the one or more candidate image elements that are complementary with described pictorial element.

Particularly, described candidate determines that device 12 ' is according to described pictorial element, such as the texture information by utilizing described pictorial element or text message etc. carried out matching inquiry with described pictorial element in the approximate image database, with the matching image that obtains to be complementary with described pictorial element bunch; Wherein, described approximate image database includes but not limited to that different texture information characteristics or different text message feature are set up by storing, as to comprise one or more images bunch database; Comprise one or more pictorial elements with same photographed image-related information in the described image bunch.When the photographed image-related information of the photographed image-related information of described pictorial element and described image bunch is complementary, with described image bunch as the matching image that is complementary with described pictorial element bunch.

Described candidate determines device 12 ' according to described matching image bunch, with corresponding all or part of image in the described matching image bunch as the one or more candidate image elements that are complementary with described pictorial element.For example, according to the number of predefined candidate image element, the image of some is as the one or more candidate image elements that are complementary with described pictorial element in the selected described matching image bunch.

Preferably, described treatment facility also comprises image bunch deriving means 15 ', database update device 16 '; Wherein, image bunch deriving means 15 ' is according to a plurality of candidate images, obtains one or more approximate images bunch, and wherein, described approximate image is bunch corresponding to one group of identical or close candidate image; Database update device 16 ' is according to described one or more approximate images bunch, sets up or upgrades described approximate image database.

Particularly, described image bunch deriving means 15 ' is according to a plurality of candidate images, such as the texture information that passes through the described candidate image of extraction and/or text message etc., one or more candidate images that will have same or analogous texture information and/or text message, as approximate image bunch, thereby one or more approximate images bunch, wherein, described approximate image is bunch corresponding to one group of identical or close candidate image.

If the approximate image database does not exist, then described database update device 16 ' is set up described approximate image database according to described one or more approximate images bunch; If the approximate image database exists, then described database update device 16 ' is built and is upgraded described approximate image database according to described one or more approximate images bunch.

Fig. 3 illustrates a kind of method flow diagram for the pictorial element of target pages is processed according to a further aspect of the present invention.Particularly, in step s1, treatment facility obtains pending target pages, wherein, comprises one or more pictorial elements in the described target pages; In step s2, treatment facility is determined the one or more candidate image elements that are complementary with described pictorial element according to described pictorial element; In step s3, treatment facility is determined the preferred image element corresponding with described pictorial element according to described candidate image element; In step s4, treatment facility is processed described pictorial element according to described preferred image element, the target pages after upgrading with acquisition.

Constant work between the above steps, at this, it will be understood by those skilled in the art that " continuing " refers to that above steps is respectively in real time or according to the mode of operation requirement of setting or adjust in real time, carry out the processing of the determining of the determining of the obtaining of pending target pages, candidate image element, preferred image element, pictorial element etc., until treatment facility stops to obtain pending target pages.

In step s1, treatment facility obtains pending target pages, wherein, comprises one or more pictorial elements in the described target pages.

Particularly, in step s1, treatment facility passes through according to various communication protocols (Communications Protocol), by the Various types of data transmission interface, with storage or database or other third party device interactions of described pending target pages are provided, obtain described pending target pages.Wherein, comprise one or more pictorial elements in the described target pages.

Preferably, in step s1, treatment facility can obtain user's page editing request; According to described user's page editing request, obtain the corresponding page of described page editing request, with as pending target pages, wherein, comprise one or more pictorial elements in the described target pages.

Particularly, in step s1, treatment facility is according to various communication protocols (Communications Protocol), by various data transmission interfaces, carry out alternately with subscriber equipment, obtain the page editing request to the page of user as inputting by modes such as keyboard, mouse, board inputs; Perhaps, in step s1, treatment facility is according to various communication protocols (Communications Protocol), by various data transmission interfaces, with other third party device interactions that stores user's page editing request, the page editing request of obtaining the user.Wherein, described page editing request include but not limited to the user to the described page add one or more page elements (such as uploading pictures, add word content etc.), delete one or more page elements (such as deletion picture, deletion word content etc.), mobile as described in the position of one or more page elements on the page.Wherein, described subscriber equipment includes but not limited to, computing machine, smart mobile phone, PDA (Personal Digital Assistant, i.e. palm PC) etc. are any to have and surf the web and the equipment of input function.

In step s1, treatment facility is according to described user's page editing request, and with the corresponding server of described page editing request or database interaction, the page after will editing according to user's page editing request is as pending target pages; Wherein, comprise one or more pictorial elements in the described target pages.

For example, user's page editing request is on the page of certain encyclopaedia entry, uploaded a new picture element, then in step s1, treatment facility has obtained the page editing request of this uploading pictures of user, with the page of corresponding certain the encyclopaedia entry of having uploaded new picture element of described page editing request as pending target pages.

Preferably, in step s1, treatment facility can obtain user's accessing page request; According to described user's accessing page request, obtain the corresponding page of described accessing page request, with as pending target pages, wherein, comprise one or more pictorial elements in the described target pages.

Particularly, in step s1, treatment facility is according to various communication protocols (Communications Protocol), by various data transmission interfaces, carry out alternately with subscriber equipment, obtain the accessing page request to the page of user as inputting by modes such as keyboard, mouse, board inputs; Perhaps, in step s1, treatment facility is according to various communication protocols (Communications Protocol), by various data transmission interfaces, with other third party device interactions that stores user's accessing page request, obtain user's accessing page request.Wherein, described accessing page request includes but not limited to the user by modes such as click, slip, touches, to browsing of the page etc.Wherein, described subscriber equipment includes but not limited to, computing machine, smart mobile phone, PDA (Personal Digital Assistant, i.e. palm PC) etc. are any to have and surf the web and the equipment of input function.

In step s1, treatment facility is according to described user's accessing page request, with the corresponding server of described accessing page request or database interaction, and will be according to the corresponding page of user's accessing page request as pending target pages; Wherein, comprise one or more pictorial elements in the described target pages.

For example, user's accessing page request is for having browsed the page of certain encyclopaedia entry at mobile phone, then in step s1, treatment facility has obtained the user by the accessing page request of mobile phone browsing pages, with the page of corresponding certain the encyclopaedia entry corresponding to the mobile phone browsing pages of described accessing page request as pending target pages.

In step s2, treatment facility is determined the one or more candidate image elements that are complementary with described pictorial element according to described pictorial element.

Particularly, in step s2, treatment facility is according to the one or more pictorial elements that comprise in the described pending target pages, such as corresponding such as texture information or text message etc. according to described pictorial element, in the approximate image database, mate, determine the one or more candidate image elements that are complementary with described pictorial element; Perhaps for example determine the matching image that is complementary with described pictorial element bunch, and then determine and one or more candidate image elements that described pictorial element is complementary.

Preferably, in step s2, treatment facility can be according to the corresponding photographed image-related information of described pictorial element, definite one or more candidate image elements that are complementary with described pictorial element, wherein, described candidate image element has identical or close photographed image-related information with described pictorial element.

Particularly, in step s2, treatment facility can be analyzed and extract described pictorial element, to obtain the corresponding photographed image-related information of described pictorial element; Perhaps in step s2, the database interaction of the photographed image-related information that treatment facility is corresponding with the described pictorial element of storage is to obtain the corresponding photographed image-related information of described pictorial element.

In step s2, treatment facility is according to the corresponding photographed image-related information of described pictorial element, by the corresponding photographed image-related information of described pictorial element and other are mated such as the image that is stored in the approximate image database, the image that will have identical or close photographed image-related information is defined as one or more candidate image elements of being complementary with described pictorial element.

Preferably, described treatment facility also comprises step s7 (not shown), and wherein, in step s7, treatment facility detects whether satisfy the processing trigger condition that described pictorial element is processed; When satisfying described processing trigger condition, in step s2, treatment facility is determined the one or more candidate image elements that are complementary with described pictorial element according to described pictorial element.

Particularly, in step s7, treatment facility detects described pictorial element or the corresponding target pages of described pictorial element, detects and whether satisfies the processing trigger condition that described pictorial element is processed.At this, described processing trigger condition includes but not limited to that quality, size, theme to described pictorial element etc. judge, perhaps the type of the corresponding target pages of described pictorial element, content etc. are judged, perhaps detected etc. according to predetermined time etc.

For example, in step s7, whether treatment facility detects the pixel value of described pictorial element greater than predetermined threshold value, do not reach this predetermined threshold value such as pixel value, think that then this pictorial element quality is not good, need to process, therefore determine to satisfy the processing trigger condition that described pictorial element is processed; Otherwise then do not satisfy the processing trigger condition that described pictorial element is processed.Thereby improved the treatment effeciency that pictorial element is optimized, reduced system consumption.

When satisfying described processing trigger condition, in step s2, treatment facility is determined the one or more candidate image elements that are complementary with described pictorial element according to described pictorial element.At this, definite mode of step s2 is same or similar described in described definite mode and Fig. 3, thus do not repeat them here, and mode by reference is contained in this.

In step s3, treatment facility is determined the preferred image element corresponding with described pictorial element according to described candidate image element.

Particularly, in step s3, treatment facility is by obtaining determined one or more candidate image elements in step s2, for example according to predetermined preference rule, to modes such as described one or more candidate image elements screen, determine the preferred image element that described pictorial element is corresponding.For example that pixel in the described candidate image element is the highest, perhaps with access speed in the described candidate image element the fastest as the preferred image element.

Preferably, in step s3, treatment facility can based on predetermined preference policy, be determined the preferred image element corresponding with described pictorial element in described one or more candidate image elements.

Particularly, in step s3, treatment facility can screen described one or more candidate image elements based on predetermined preference policy, thereby determines the preferred image element corresponding with described pictorial element.Wherein, described predetermined preference policy can arrange or obtain etc. based on the mode of machine learning by systemic presupposition or according to user's setting.

Those skilled in the art will be understood that, the matching dimensionality that adopts in definite method of described preferred image element, can be independent of the matching dimensionality that adopts among the step s2, as as described in adopt text message among the step s2, and in the determining of preferred image element, adopt texture information, thereby raising treatment effeciency; Also can adopt identical dimension, as both adopting texture information, and in step s2, adopt the original texture information of pictorial element, in the determining of preferred image element, then adopt pictorial element is processed the texture information after (such as convergent-divergent etc.).

In step s4, treatment facility is processed described pictorial element according to described preferred image element, the target pages after upgrading with acquisition.

Particularly, in step s4, treatment facility is by directly utilizing described preferred image element that described pictorial element is replaced; Perhaps utilize described a plurality of preferred image element, after shearing respectively, then the synthetic new preferred image element corresponding with described pictorial element replaced described pictorial element; Perhaps utilize described preferred image element, described pictorial element is carried out such as processing such as interpolation processing; Thereby described pictorial element is processed, and obtained target pages after the renewal.

Preferably, in step s4, treatment facility can be replaced processing to described pictorial element according to described preferred image element, the target pages after upgrading with acquisition.

Particularly, in step s4, treatment facility can utilize described preferred image element, replaces described pictorial element, thereby improves according to demand or reduce the picture quality of described pictorial element, the target pages after obtaining to upgrade.

More preferably, in step s4, treatment facility can be processed described preferred image element based on described pictorial element, obtains the preferred image element after the processing; According to the preferred image element after the described processing, described pictorial element is replaced the target pages after upgrading with acquisition.

Particularly, in step s4, treatment facility can carry out such as operations such as shearing, merging described preferred image element, thereby one or more preferred image elements are merged into an image corresponding with described pictorial element, thereby utilize the preferred image element after processing, described pictorial element is replaced the target pages after upgrading with acquisition.

Fig. 4 illustrates a kind of method flow diagram for the pictorial element of target pages is processed in accordance with a preferred embodiment of the present invention.Particularly, in step s1 ', treatment facility obtains pending target pages, wherein, comprises one or more pictorial elements in the described target pages; In step s2 ', treatment facility carries out matching inquiry according to described pictorial element in the approximate image database, with the matching image that obtains to be complementary with described pictorial element bunch, according to described matching image bunch, determine the one or more candidate image elements that are complementary with described pictorial element; In step s3 ', treatment facility is determined the preferred image element corresponding with described pictorial element according to described candidate image element; In step s4 ', treatment facility is processed described pictorial element according to described preferred image element, the target pages after upgrading with acquisition.Wherein, described step s1 ', step s3 ', step s4 ' are identical or basic identical with corresponding step shown in Figure 3, so locate to repeat no more, and mode by reference is contained in this.

Constant work between the above steps, at this, it will be understood by those skilled in the art that " continuing " refers to that above steps is respectively in real time or according to the mode of operation requirement of setting or adjust in real time, carry out the processing of the determining of the determining of the obtaining of the obtaining of pending target pages, matching image bunch, candidate image element, preferred image element, pictorial element etc., until treatment facility stops to obtain pending target pages.

In step s2 ', treatment facility carries out matching inquiry according to described pictorial element in the approximate image database, with the matching image that obtains to be complementary with described pictorial element bunch; According to described matching image bunch, determine the one or more candidate image elements that are complementary with described pictorial element.

Particularly, in step s2 ', treatment facility is according to described pictorial element, such as the texture information by utilizing described pictorial element or text message etc., described pictorial element is carried out matching inquiry in the approximate image database, with the matching image that obtains to be complementary with described pictorial element bunch; Wherein, described approximate image database includes but not limited to that different texture information characteristics or different text message feature are set up by storing, as to comprise one or more images bunch database; Comprise one or more pictorial elements with same photographed image-related information in the described image bunch.When the photographed image-related information of the photographed image-related information of described pictorial element and described image bunch is complementary, with described image bunch as the matching image that is complementary with described pictorial element bunch.

In step s2 ', treatment facility is according to described matching image bunch, with corresponding all or part of image in the described matching image bunch as the one or more candidate image elements that are complementary with described pictorial element.For example, according to the number of predefined candidate image element, the image of some is as the one or more candidate image elements that are complementary with described pictorial element in the selected described matching image bunch.

Preferably, described treatment facility also comprises step s5 ', step s6 '; Wherein, in step s5 ', treatment facility is according to a plurality of candidate images, obtains one or more approximate images bunch, and wherein, described approximate image is bunch corresponding to one group of identical or close candidate image; In step s6 ', treatment facility is according to described one or more approximate images bunch, sets up or upgrades described approximate image database.

Particularly, in step s5 ', treatment facility is according to a plurality of candidate images, such as the texture information that passes through the described candidate image of extraction and/or text message etc., one or more candidate images that will have same or analogous texture information and/or text message, as approximate image bunch, thus one or more approximate image bunch, wherein, described approximate image is bunch corresponding to one group of identical or close candidate image.

If the approximate image database does not exist, then in step s6 ', treatment facility is set up described approximate image database according to described one or more approximate images bunch; If the approximate image database exists, then in step s6 ', treatment facility is built and is upgraded described approximate image database according to described one or more approximate images bunch.

To those skilled in the art, obviously the invention is not restricted to the details of above-mentioned example embodiment, and in the situation that do not deviate from spirit of the present invention or essential characteristic, can realize the present invention with other concrete form.Therefore, no matter from which point, all should regard embodiment as exemplary, and be nonrestrictive, scope of the present invention is limited by claims rather than above-mentioned explanation, therefore is intended to be included in the present invention dropping on the implication that is equal to important document of claim and all changes in the scope.Any Reference numeral in the claim should be considered as limit related claim.In addition, obviously other unit or step do not got rid of in " comprising " word, and odd number is not got rid of plural number.A plurality of unit of stating in the device claim or device also can be realized by software or hardware by a unit or device.The first, the second word such as grade is used for representing title, and does not represent any specific order.

Claims

1. one kind is used for method that the pictorial element of target pages is processed, and wherein, the method may further comprise the steps:

2. method according to claim 1, wherein, described step b comprises:

-according to the corresponding photographed image-related information of described pictorial element, definite one or more candidate image elements that are complementary with described pictorial element, wherein, described candidate image element has identical or close photographed image-related information with described pictorial element;

The corresponding texture information of-described pictorial element;

The corresponding text message of-described pictorial element.

3. method according to claim 1, wherein, described step b comprises:

-according to described pictorial element, in the approximate image database, carry out matching inquiry, with the matching image that obtains to be complementary with described pictorial element bunch;

-according to described matching image bunch, determine the one or more candidate image elements that are complementary with described pictorial element.

4. method according to claim 3, wherein, the method also comprises:

-according to a plurality of candidate images, obtain one or more approximate images bunch, wherein, described approximate image is bunch corresponding to one group of identical or close candidate image;

-according to described one or more approximate images bunch, set up or upgrade described approximate image database.

5. method according to claim 1, wherein, the method also comprises:

-detect and whether satisfy the processing trigger condition that described pictorial element is processed;

Wherein, described step b comprises:

-when satisfying described processing trigger condition, according to described pictorial element, determine the one or more candidate image elements that are complementary with described pictorial element.

6. each described method in 5 according to claim 1, wherein, described step c comprises:

-based on predetermined preference policy, in described one or more candidate image elements, determine the preferred image element corresponding with described pictorial element.

7. method according to claim 6, wherein, described predetermined preference policy comprise following at least each:

-according to the degree of correlation information of described candidate image element and described pictorial element, in described one or more candidate image elements, determine the preferred image element corresponding with described pictorial element;

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

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

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

8. each described method in 7 according to claim 1, wherein, described steps d comprises:

-according to described preferred image element, described pictorial element is replaced processing, the target pages after upgrading with acquisition.

9. method according to claim 8, wherein, described steps d comprises:

-based on described pictorial element, described preferred image element is processed, obtain the preferred image element after the processing;

-, described pictorial element is replaced the target pages after upgrading with acquisition according to the preferred image element after the described processing.

10. each described method in 9 according to claim 1, wherein, described step a comprises:

-obtain user's page editing request;

-according to described user's page editing request, obtain the corresponding page of described page editing request, with as pending target pages, wherein, comprise one or more pictorial elements in the described target pages.

11. each described method in 9 according to claim 1, wherein, described step a comprises:

-obtain user's accessing page request;

-according to described user's accessing page request, obtain the corresponding page of described accessing page request, with as pending target pages, wherein, comprise one or more pictorial elements in the described target pages.

12. one kind is used for treatment facility that the pictorial element of target pages is processed, wherein, this equipment comprises:

13. treatment facility according to claim 12, wherein, described candidate determines that device is used for:

The corresponding texture information of-described pictorial element;

The corresponding text message of-described pictorial element.

14. treatment facility according to claim 12, wherein, described candidate determines that device is used for:

15. treatment facility according to claim 14, wherein, this equipment also comprises:

Image bunch deriving means is used for according to a plurality of candidate images, obtains one or more approximate images bunch, and wherein, described approximate image is bunch corresponding to one group of identical or close candidate image;

The database update device is used for according to described one or more approximate images bunch, sets up or upgrades described approximate image database.

16. treatment facility according to claim 12, wherein, this equipment also comprises:

Pick-up unit satisfies the processing trigger condition that described pictorial element is processed for detection of whether;

Wherein, described candidate determines that device is used for:

17. each described treatment facility in 16 according to claim 12 wherein, describedly preferably determines that device is used for:

18. treatment facility according to claim 17, wherein, described predetermined preference policy comprise following at least each:

19. each described treatment facility in 18 according to claim 12, wherein, described treating apparatus is used for:

20. treatment facility according to claim 19, wherein, described treating apparatus is used for:

21. each described treatment facility in 20 according to claim 12, wherein, described deriving means is used for:

-obtain user's page editing request;

22. each described treatment facility in 20 according to claim 12, wherein, described deriving means is used for:

-obtain user's accessing page request;