CN107066571A

CN107066571A - A kind of image processing method and its equipment

Info

Publication number: CN107066571A
Application number: CN201710227056.4A
Authority: CN
Inventors: 黄儒鸿; 熊林
Original assignee: Shenzhen Jinli Communication Equipment Co Ltd
Current assignee: Shenzhen Jinli Communication Equipment Co Ltd
Priority date: 2017-04-07
Filing date: 2017-04-07
Publication date: 2017-08-18

Abstract

The embodiment of the present invention discloses a kind of image processing method and its equipment, and wherein method comprises the following steps：The view data prestored is obtained, and based on the first pictorial element in target image types identification described image data；The elemental characteristic data of described first image element are obtained, and the elemental characteristic set indicated using the target image types is matched to the elemental characteristic data；When there are the first elemental characteristic data and the elemental characteristic data match of described first image element in the elemental characteristic set that the target image types are indicated, the Data Identification of described image data is stored into the corresponding pre-set image set of the first elemental characteristic data.Using the present invention, can the elemental characteristic based on pictorial element to view data carry out advanced treating, view data is classified based on the elemental characteristic data after advanced treating again, the accuracy classified to view data can be increased, so as to improve the efficiency for searching view data.

Description

A kind of image processing method and its equipment

Technical field

The present invention relates to field of computer technology, more particularly to a kind of image processing method and its equipment.

Background technology

The fast development of popularization and information storage with terminal devices such as smart mobile phone and tablet personal computers, terminal taking work( An essential function in mobile terminal can be had become, is also an important indicator for weighing terminal device performance. In the prior art, terminal device can by image (for example, image obtained by shooting or the image downloaded from network) according to Image identification (for example, obtaining the time of image or the title of image) is stored into terminal image storehouse, and user can be by looking into The image library seen in terminal finds target image.However, due to being classified according to simple image mark to view data, in figure As identifying when indefinite (for example, image name is mess code and shooting time is unknown etc.), it is impossible to which image is accurately classified, And then have impact on the efficiency for searching image.

The content of the invention

The embodiment of the present invention provides a kind of image processing method and its equipment, can the element based on pictorial element it is special Levy and advanced treating is carried out to view data, then view data is classified based on the elemental characteristic data after advanced treating, can To increase the accuracy classified to view data, so as to improve the efficiency for searching view data.

First aspect of the embodiment of the present invention provides a kind of image processing method, including：

The view data prestored is obtained, and based on the first image primitive in target image types identification described image data Element；

The elemental characteristic data of described first image element are obtained, and the element indicated using the target image types is special Collection is closed and the elemental characteristic data is matched；

When the target image types indicate elemental characteristic set in exist the first elemental characteristic data and described first During the elemental characteristic data match of pictorial element, the Data Identification of described image data is stored to first elemental characteristic In the corresponding pre-set image set of data.

Second aspect of the embodiment of the present invention provides a kind of image-data processing apparatus, including：

First elemental recognition unit, institute is recognized for obtaining the view data prestored, and based on target image types State the first pictorial element in view data；

Fisrt feature matching unit, the elemental characteristic data for obtaining described first image element, and use the mesh The elemental characteristic set that logo image type is indicated is matched to the elemental characteristic data；

First data storage cell, for when in the elemental characteristic set that the target image types are indicated exist first yuan When plain characteristic and the elemental characteristic data match of described first image element, the Data Identification of described image data is deposited Storage is into the corresponding pre-set image set of the first elemental characteristic data.

In embodiments of the present invention, by obtaining the view data prestored, and figure is recognized based on target image types As the first pictorial element in data, the elemental characteristic data of the first pictorial element are then obtained, and refer to using target image types The elemental characteristic set shown is matched to elemental characteristic data, is existed when in the elemental characteristic set that target image types are indicated When the first elemental characteristic data and the elemental characteristic data match of the first pictorial element, the Data Identification of view data is stored Into the corresponding pre-set image set of the first elemental characteristic data.By recognizing the pictorial element in view data, and to image The elemental characteristic data of element carry out advanced treating, and view data is classified into the corresponding pre-set image set of elemental characteristic data In, the accuracy classified to view data is added, so as to improve the efficiency for searching view data.

Brief description of the drawings

Technical scheme, is used required in being described below to embodiment in order to illustrate the embodiments of the present invention more clearly Accompanying drawing is briefly described, it should be apparent that, drawings in the following description are some embodiments of the present invention, general for this area For logical technical staff, on the premise of not paying creative work, other accompanying drawings can also be obtained according to these accompanying drawings.

Fig. 1 is a kind of schematic flow sheet of image processing method provided in an embodiment of the present invention；

Fig. 2 is the schematic flow sheet of another image processing method provided in an embodiment of the present invention；

Fig. 3 is the schematic flow sheet of another image processing method provided in an embodiment of the present invention；

Fig. 4 is the schematic flow sheet of another image processing method provided in an embodiment of the present invention；

Fig. 5 is a kind of structural representation of image-data processing apparatus provided in an embodiment of the present invention；

Fig. 6 is the structural representation of another image-data processing apparatus provided in an embodiment of the present invention；

Fig. 7 is the structural representation of the first elemental recognition unit provided in an embodiment of the present invention；

Fig. 8 is structural representation of the first data storage provided in an embodiment of the present invention into unit；

Fig. 9 is the structural representation of another image-data processing apparatus provided in an embodiment of the present invention；

Figure 10 is the structural representation of another image-data processing apparatus provided in an embodiment of the present invention.

Embodiment

Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Site preparation is described, it is clear that described embodiment is a part of embodiment of the invention, rather than whole embodiments.Based on this hair Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained under the premise of creative work is not made Example, belongs to the scope of protection of the invention.

It should be appreciated that ought be in this specification and in the appended claims in use, term " comprising " and "comprising" be indicated Described feature, entirety, step, operation, the presence of element and/or component, but be not precluded from one or more of the other feature, it is whole Body, step, operation, element, component and/or its presence or addition for gathering.

It is also understood that the term used in this description of the invention is merely for the sake of the mesh for describing specific embodiment And be not intended to limit the present invention.As used in description of the invention and appended claims, unless on Other situations are hereafter clearly indicated, otherwise " one " of singulative, " one " and "the" are intended to include plural form.

It will be further appreciated that, the term "and/or" used in description of the invention and appended claims is Refer to any combinations of one or more of the associated item listed and be possible to combination, and including these combinations.

As used in this specification and in the appended claims, term " if " can be according to context quilt Be construed to " when ... " or " once " or " in response to determining " or " in response to detecting ".Similarly, phrase " if it is determined that " or " if detecting [described condition or event] " can be interpreted to mean according to context " once it is determined that " or " in response to true It is fixed " or " once detecting [described condition or event] " or " in response to detecting [described condition or event] ".

In the specific implementation, the terminal described in the embodiment of the present invention is including but not limited to such as with touch sensitive surface The mobile phone, laptop computer or tablet PC of (for example, touch-screen display and/or touch pad) etc it is other just Portable device.It is to be further understood that in certain embodiments, the equipment not portable communication device, but with touching Touch the desktop computer of sensing surface (for example, touch-screen display and/or touch pad).

In discussion below, the terminal including display and touch sensitive surface is described.It is, however, to be understood that It is that terminal can include one or more of the other physical user-interface device of such as physical keyboard, mouse and/or control-rod.

Terminal supports various application programs, such as one or more of following：Drawing application program, demonstration application journey Sequence, word-processing application, website create application program, disk imprinting application program, spreadsheet applications, game application Program, telephony application, videoconference application, email application, instant messaging applications, exercise Support application program, photo management application program, digital camera application program, digital camera application program, web-browsing application Program, digital music player application and/or video frequency player application program.

The various application programs that can be performed in terminal can use such as touch sensitive surface at least one is public Physical user-interface device.It can adjust and/or change among applications and/or in corresponding application programs and touch sensitive table The corresponding information shown in the one or more functions and terminal in face.So, the public physical structure of terminal is (for example, touch Sensing surface) the various application programs with user interface directly perceived and transparent for a user can be supported.

Image processing method provided in an embodiment of the present invention can apply to divide the image stored in terminal The scene of class storage, for example：Image-data processing apparatus obtains the view data prestored, and is known based on target image types First pictorial element in other described image data, then the element of image-data processing apparatus acquisition described first image element is special Data are levied, and the elemental characteristic set indicated using the target image types is matched to the elemental characteristic data, when There are the first elemental characteristic data and described first image element in the elemental characteristic set that the target image types are indicated During elemental characteristic data match, image-data processing apparatus stores the Data Identification of described image data to described first yuan In the corresponding pre-set image set of plain characteristic.By recognizing the pictorial element in view data, and to the member of pictorial element Plain characteristic carries out advanced treating, and view data is classified in the corresponding pre-set image set of elemental characteristic data, increases The accuracy classified to view data, so as to improve the efficiency for searching view data.

The present embodiments relate to image-data processing apparatus be specifically as follows tablet personal computer, smart mobile phone, palm electricity Brain and mobile internet device (MID) etc. possess the terminal device of image store function.

Below in conjunction with accompanying drawing 1- accompanying drawings 4, image processing method provided in an embodiment of the present invention is situated between in detail Continue.

Fig. 1 is referred to, is that the embodiments of the invention provide a kind of schematic flow sheet of image processing method.Such as Fig. 1 Shown, the methods described of the embodiment of the present invention may comprise steps of S101- steps S103.

S101, obtains the view data prestored, and based in target image types identification described image data first Pictorial element；

Specifically, image-data processing apparatus can obtain the view data prestored, it is to be understood that the figure As data can be the view data obtained by taking pictures that stores in described image data processing equipment or from network under The view data being downloaded to.

Further, described image data processing equipment can be based in target image types identification described image data First pictorial element, wherein, the target image types can be the standard for dividing view data classification, for example, by described Target image types can indicate that view data is character image data, indoor scene view data or outdoor scene picture number According to etc..Described first image element can indicate the image primitive of the affiliated type of described image data in described image data Element, for example, when described image data are character image data, described first image element can be the people in view data Thing, when described image data be indoor scene view data when, described first image element can be the interior in view data Wall, mural painting, tables, chairs and benches etc. can make one to identify described image data for the element of indoor scene view data, when the figure When as data being outdoor scene view data, described first image element can be that blue sky and white cloud in view data, green hill are green Water, contour of building etc. can make one to identify the element that described image data are outdoor scene view data.

S102, obtains the elemental characteristic data of described first image element, and using target image types instruction Elemental characteristic set is matched to the elemental characteristic data；

Specifically, described image data processing equipment can obtain the elemental characteristic data of described first image element, example Such as, when described first image element is the personage in view data, the elemental characteristic data can be the character face Characteristic (for example, face characteristic), when described first image element be view data in indoor furniture when, the member Plain characteristic can be the textural characteristics data or character shape data of household, when described first image element is picture number During blue sky and white cloud in, the elemental characteristic data can be characterized the characteristic of sky color or characterize cloud shape Characteristic.

The element that further described image data processing equipment can be indicated using the destination image data type is special Collection is closed and the elemental characteristic data is matched, for example, the elemental characteristic set that the destination image data type is indicated Can be the set of face characteristic, indoor furniture unity and coherence in writing characteristic set or the characteristic data set for characterizing sky color Close etc..It is understood that described image data processing equipment can be using the set of face characteristic to the first pictorial element The elemental characteristic data (face characteristic) of (personage) are matched.

S103, when the target image types indicate elemental characteristic set in exist the first elemental characteristic data with it is described During the elemental characteristic data match of the first pictorial element, the Data Identification of described image data is stored to first element In the corresponding pre-set image set of characteristic；

Specifically, when the target image types indicate elemental characteristic set in exist the first elemental characteristic data and institute When stating the elemental characteristic data match of the first pictorial element, described image data processing equipment can be by described image data Data Identification is stored into the corresponding pre-set image set of the first elemental characteristic data.It is understood that the data Mark can be that the name code (for example, 2016-06-25 111521) of described image data can also be for convenience of lookup people For the title (for example, Xiao Li) of the view data of name.

It should be noted that described first image element can be multiple.For example, when the first image of described image data When element is at least two when (for example, the personage in character image has Xiao Li, Xiao Wang and Xiao Zhang), described first image element Elemental characteristic data can be the face characteristic of three people, when in the elemental characteristic set that the target image types are indicated When matching in the presence of the first elemental characteristic data and the face characteristic of any people, described image data processing equipment can The Data Identification of described image data is stored into the corresponding pre-set image set of the first elemental characteristic data.It is optional , when the face characteristic of any two people in three people is with the first elemental characteristic data match, described image number The Data Identification of described image data can be stored to default figure corresponding to the first elemental characteristic data according to processing equipment During image set is closed.Optionally, when three people's face characteristics and the first elemental characteristic data match, described image data Processing equipment can store the Data Identification of described image data pre-set image corresponding to the first elemental characteristic data In set.

It should be noted that after by method provided in an embodiment of the present invention, described image data are classified, can be to dividing Pre-set image set after class carries out renaming, and is presented in the form of a list in image-data processing apparatus, so as to user Check.

Fig. 2 is referred to, is that the embodiments of the invention provide the schematic flow sheet of another image processing method.As schemed Shown in 2, the methods described of the embodiment of the present invention may comprise steps of S201- steps S208.

S201, obtains the view data that prestores, and based in target image types detection described image data whether In the presence of the first pictorial element；

Further, described image data processing equipment can be detected in described image data based on target image types is It is no to there is the first pictorial element.It is understood that the target image types can be the standard for dividing view data classification, For example, by the target image types can indicate view data for character image data, indoor scene view data or Outdoor scene view data etc., described first image element can indicate described image data institute in described image data Belong to the pictorial element of type, for example, when described image data are character image data, described first image element can be figure As the personage in data, when described image data are indoor scene view data, described first image element can be image It is indoor scene view data that indoor wall, mural painting, tables, chairs and benches in data etc., which can make one to identify described image data, Element, when described image data be outdoor scene view data when, described first image element can be the indigo plant in view data Its white clouds, blue mountains and green waters, contour of building etc. can make one to identify the element that described image data are outdoor scene view data.

It is understood that based on the target image types be known that described image data be character image data, Scene image data or other kinds of view data, and then described image data processing equipment can be based on target image class It whether there is the first pictorial element in type detection described image data.

S202, when there is the first pictorial element in described image data, obtains described first image element；

Specifically, when there is the first pictorial element in described image data, described image data processing equipment can be obtained Described first image element is taken, for example, when described image data processing equipment is based on the target image types (for example, personage Type) detect in described image data exist the first pictorial element (personage) when, the people in described image data can be obtained Matter-element element.

S203, obtains the elemental characteristic data of described first image element, and using target image types instruction Elemental characteristic set is matched to the elemental characteristic data；

Further, the element that described image data processing equipment can be indicated using the destination image data type is special Collection is closed and the elemental characteristic data is matched, for example, the elemental characteristic set that the destination image data type is indicated Can be the set of face characteristic, indoor furniture unity and coherence in writing characteristic set or the characteristic data set for characterizing sky color Close etc..It is understood that described image data processing equipment can be using the set of face characteristic to the first pictorial element The elemental characteristic data (face characteristic) of (personage) are matched.

S204, when the target image types indicate elemental characteristic set in exist the first elemental characteristic data with it is described During the elemental characteristic data match of the first pictorial element, the Data Identification of described image data is stored to first element In the corresponding pre-set image set of characteristic；

It is understood that the image in the pre-set image set can specifically include one or more people, it is specific Comprising one or more objects or scenery, for example, the view data in the pre-set image set has Xiao Li or had Xiao Wang and Xiao Zhang or three people have simultaneously.

S205, when the target image types indicate elemental characteristic set in be not present and described first image element During the characteristic of elemental characteristic data match, the corresponding image collection of the elemental characteristic data is created, and by the figure As the Data Identification of data is stored up into the corresponding image collection of the elemental characteristic data；

Specifically, when the target image types indicate elemental characteristic set in be not present and described first image element Elemental characteristic data match characteristic when, described image data processing equipment can create the elemental characteristic data Corresponding image collection, it is possible to which the Data Identification of described image data is stored up into image set corresponding to the elemental characteristic data In conjunction, it is to be understood that the elemental characteristic data in described image set are the elemental characteristic number of described first image element According to.For example, when the first pictorial element of described image data is small new for personage, the corresponding elemental characteristic data of the personage are small New face characteristic, if the view data of this small new people is not present in described image data processing equipment, element is special The elemental characteristic data matched with small new face characteristic are not present in closing in collection, so that described image data processing is set It is standby the Data Identification (for example, " small new " this image name) of described image data to be stored to the image collection newly created In.

S206, when described first image element be character element, and the target image types indicate elemental characteristic collection When there is the first elemental characteristic data and the elemental characteristic data match of the character element in conjunction, the elemental characteristic is extracted The expressive features data that data are carried；

Specifically, work as described first image element for character element, and the elemental characteristic that the target image types are indicated When there is the first elemental characteristic data and the elemental characteristic data match of the character element in set, at described image data Reason equipment can extract the expressive features data that the elemental characteristic data are carried.

It is understood that when described first image element is character element, the elemental characteristic data of the character element Can be face characteristic, the face characteristic can include expressive features data (for example, it may be represent it is happy, The expressive features data of the expression such as sad, exaggeration, terrified).

The expressive features data are carried out by S207 using the corresponding expressive features set of the first elemental characteristic data Matching；

Specifically, described image data processing equipment can use the corresponding expressive features of the first elemental characteristic data Set is matched to the expressive features data, for example, in the corresponding expressive features set of the first elemental characteristic data The expressive features data for representing the expression such as happy, sad, exaggeration, terrified can be included.It is understood that described image data Processing equipment can be matched using the expressive features data acquisition system to the expressive features data.

S208, when in the corresponding expressive features set of the first elemental characteristic data exist the first expressive features data with During the expressive features data match, the Data Identification of described image data is stored to the first expressive features data pair In the pre-set image set answered；

There are the first expressive features data in the corresponding expressive features set of the first elemental characteristic data specifically, working as During with the expressive features data match, described image data processing equipment can deposit the Data Identification of described image data Storage is into the corresponding pre-set image set of the first expressive features data.

It is understood that the pre-set image set can be the sets of image data of particular persons particular emotion, example The image in pre-set image set is all to have Xiao Li as described, and the expression of Xiao Li is happy.

In embodiments of the present invention, can be based on expressive features data to figure of the described first image element for character element As data carry out more accurate division, the diversity classified to view data is improved.

In embodiments of the present invention, by obtaining the view data prestored, and figure is recognized based on target image types As the first pictorial element in data, the elemental characteristic data of the first pictorial element are then obtained, and refer to using target image types The elemental characteristic set shown is matched to elemental characteristic data, is existed when in the elemental characteristic set that target image types are indicated When the first elemental characteristic data and the elemental characteristic data match of the first pictorial element, the Data Identification of view data is stored Into the corresponding pre-set image set of the first elemental characteristic data.By recognizing the pictorial element in view data, and to image The elemental characteristic data of element carry out advanced treating, and view data is classified into the corresponding pre-set image set of elemental characteristic data In, the accuracy classified to view data is added, so as to improve the efficiency for searching view data；Based on expressive features data More accurate division is carried out for the view data of character element to the first pictorial element, improved to the various of view data classification Property.

Fig. 3 is referred to, is that the embodiments of the invention provide the schematic flow sheet of another image processing method.As schemed Shown in 3, the methods described of the embodiment of the present invention may comprise steps of S301- steps S304.

S301, obtains the view data that prestores, and based in target image types detection described image data whether In the presence of the first pictorial element；

S302, when the first pictorial element is not present in described image data, based on figure described in candidate image type identification As the second pictorial element in data；

Specifically, when the first pictorial element is not present in described image data, described image data processing equipment can be with Based on the second pictorial element in candidate image type identification described image data.It is understood that the candidate image class Type can be the standard for the division view data classification for being different from the target image types.For example, passing through the candidate image Type can also indicate that view data is character image data, indoor scene view data or outdoor scene view data etc.. Second image data element can indicate the image primitive of the affiliated type of described image data in described image data Element, for example, when described image data are character image data, second pictorial element can be the people in view data Thing, when described image data be indoor scene view data when, second pictorial element can be the interior in view data Wall, mural painting, tables, chairs and benches etc. can make one to identify described image data for the element of indoor scene view data, when the figure When as data being outdoor scene view data, second pictorial element can be that blue sky and white cloud in view data, green hill are green Water, contour of building etc. can make one to identify the element that described image data are outdoor scene view data.

It is understood that based on the candidate image type can know described image data be character image data, Scene image data or other kinds of view data, and then described image data processing equipment can be based on candidate image class The second pictorial element in type detection described image data.

S303, obtains the elemental characteristic data of second pictorial element, and using candidate image type instruction Elemental characteristic set is matched to the elemental characteristic data；

Specifically, described image data processing equipment can obtain the elemental characteristic data of second pictorial element, and The elemental characteristic set that can be indicated using the candidate image type is matched to the elemental characteristic data.Specific behaviour Make process with obtaining the elemental characteristic data of described first image element, and the element indicated using the target image types is special Collection closes the operating process matched to the elemental characteristic data unanimously, and details refer to the method described in step S203, Here is omitted.

S304, when the candidate image type indicate elemental characteristic set in exist second element characteristic with it is described During the elemental characteristic data match of the second pictorial element, the Data Identification of described image data is stored to the second element In the corresponding pre-set image set of characteristic；

Specifically, when the candidate image type indicate elemental characteristic set in there is second element characteristic and institute When stating the elemental characteristic data match of the second pictorial element, described image data processing equipment can be by described image data Data Identification is stored into the corresponding pre-set image set of the second element characteristic.Specific operating process is described with working as There are the first elemental characteristic data and the element of described first image element in the elemental characteristic set that target image types are indicated When characteristic matches, the Data Identification of described image data is stored corresponding default to the first elemental characteristic data Operating method in image collection is consistent, and details refer to the method described in step S204, and here is omitted.

In embodiments of the present invention, the first image for being not present and matching with target image types in view data can be worked as During element, based on the second pictorial element in candidate image type identification described image data, then pass through the figure of advanced treating second The elemental characteristic data of pixel element realize the classification to view data, further increase the diversity of view data classification.

In embodiments of the present invention, by obtaining the view data prestored, and figure is recognized based on target image types As the first pictorial element in data, the elemental characteristic data of the first pictorial element are then obtained, and refer to using target image types The elemental characteristic set shown is matched to elemental characteristic data, is existed when in the elemental characteristic set that target image types are indicated When the first elemental characteristic data and the elemental characteristic data match of the first pictorial element, the Data Identification of view data is stored Into the corresponding pre-set image set of the first elemental characteristic data.By recognizing the pictorial element in view data, and to image The elemental characteristic data of element carry out advanced treating, and view data is classified into the corresponding pre-set image set of elemental characteristic data In, the accuracy classified to view data is added, so as to improve the efficiency for searching view data；Based on candidate image type The second pictorial element in view data is recognized, then is realized by the elemental characteristic data of the pictorial element of advanced treating second to figure As the classification of data, the diversity of view data classification is further increased.

Fig. 4 is referred to, is that the embodiments of the invention provide the schematic flow sheet of another image processing method.As schemed Shown in 4, the methods described of the embodiment of the present invention may comprise steps of S401- steps S404.

S401, obtains inputted query image data, and based on the target image types and the candidate image class Type recognizes query image element in the query image data；

Specifically, described image data processing equipment can obtain inputted query image data, it is to be understood that The query image data can be the view data of the destination object of user's current shooting, and described image data processing equipment can To find destination image data in the pre-set image set according to the query image data.

Further, described image data processing equipment can be based on the target image types and the candidate image class Type recognizes query image element in the query image data, it is to be understood that the target image types can be divided The standard of view data classification, for example, can indicate that view data is character image data, room by the target image types Interior scene image data or outdoor scene view data etc..The candidate image type can be different from the target image The standard of the division view data classification of type.The query image element can be indicated in the query image data The pictorial element of the affiliated type of query image data, for example, when the query image data are character image data, institute It can be personage in view data, when the query image data are indoor scene view data to state query image element, The query image element can be that indoor wall, mural painting, tables, chairs and benches in view data etc. can make one to identify the figure It is described to look into as element that data are indoor scene view data, when the query image data are outdoor scene view data It can be that blue sky and white cloud, blue mountains and green waters, contour of building in view data etc. can make one to identify the figure to ask pictorial element As the element that data are outdoor scene view data.

It is understood that the query graph can be known based on the target image types and the candidate image type As data are character image data, scene image data or other kinds of view data, and then described image data processing Equipment can be based on the query graph pixel in the target image types and the candidate image type detection described image data Element.

S402, obtains the query characteristics data of the query image element, and using target image types instruction The query characteristics data are matched by the elemental characteristic set that elemental characteristic set and candidate image type are indicated；

Specifically, described image data processing equipment can obtain the query characteristics data of the query image element, and The elemental characteristic set that the elemental characteristic set and candidate image type that can be indicated using the target image types are indicated, it is right The query characteristics data are matched.

Specific matching process is with the elemental characteristic set using target image types instruction to described first image The process that the elemental characteristic data of element are matched, and the elemental characteristic set pair indicated using the candidate image type The process that the elemental characteristic data of second pictorial element are matched is consistent, and details refer to step S203 and step S303 Described method, here is omitted.

S403, the elemental characteristic indicated when the elemental characteristic set and candidate image type that the target image types are indicated In set, when there is third element characteristic with the query characteristics data match, the third element characteristic is obtained According to corresponding pre-set image set；

Specifically, when the element that the elemental characteristic set and candidate image type that the target image types are indicated are indicated is special During collection is closed, when there is third element characteristic with the query characteristics data match, described image data processing equipment The corresponding pre-set image set of the third element characteristic can be obtained.It is understood that the third element feature Data may have the elemental characteristic set that the target image types are indicated, can also have the candidate image type and indicate Elemental characteristic set in.It is understood that the ternary of the pictorial element of view data in the pre-set image set Plain characteristic can be consistent with the query characteristics data of the pictorial element in the query image data, for example, being all Xiao Li Face characteristic.

S404, obtains the target data mark in the corresponding pre-set image set of the third element characteristic, obtains And show that the target data identifies corresponding destination image data；

Specifically, described image data processing equipment can obtain the corresponding pre-set image of the third element characteristic Target data mark in set, for example, when the query image data are when taking pictures certainly of Xiao Li, the pre-set image set In view data there is the figure image of Xiao Li, described image data processing equipment can be obtained in the pre-set image set Data Identification (for example, the image name named with Xiao Li) with the figural view data of Xiao Li.

Further, described image data processing equipment can obtain and show that the target data identifies corresponding target View data, for example, in the pre-set image set will there is the figural view data of Xiao Li to show in the form of a list To user.

In embodiments of the present invention, based on the target image number in pre-set image set described in query image data search According to, further increase from pre-set image set search view data efficiency.

It should be noted that in the present invention is implemented, described first image element is and the target image types phase The pictorial element matched somebody with somebody, second pictorial element is the pictorial element with the candidate image type matching, only with the first He Second makes a distinction, and is not offered as the arrangement mode of pictorial element.The first elemental characteristic data are based on target image class When type recognizes the first pictorial element, with the elemental characteristic Data Matching of described first image element in the pre-set image set Characteristic, when the second element characteristic is based on candidate image the second pictorial element of type identification, the default figure Characteristic with the elemental characteristic Data Matching of second pictorial element during image set is closed, the third element characteristic is When recognizing query image element based on target image types, with the element of the query image element in the pre-set image set The characteristic of characteristic matching, is only made a distinction with first, second, and third, is not offered as the arrangement of elemental characteristic data Mode.

In embodiments of the present invention, by obtaining the view data prestored, and figure is recognized based on target image types As the first pictorial element in data, the elemental characteristic data of the first pictorial element are then obtained, and refer to using target image types The elemental characteristic set shown is matched to elemental characteristic data, is existed when in the elemental characteristic set that target image types are indicated When the first elemental characteristic data and the elemental characteristic data match of the first pictorial element, the Data Identification of view data is stored Into the corresponding pre-set image set of the first elemental characteristic data.By recognizing the pictorial element in view data, and to image The elemental characteristic data of element carry out advanced treating, and view data is classified into the corresponding pre-set image set of elemental characteristic data In, the accuracy classified to view data is added, so as to improve the efficiency for searching view data；Based on query image data The destination image data in pre-set image set is searched, the effect that view data is searched from pre-set image set is further increased Rate.

Below in conjunction with accompanying drawing 5- accompanying drawings 9, image-data processing apparatus provided in an embodiment of the present invention is situated between in detail Continue.It should be noted that the image-data processing apparatus shown in accompanying drawing 5- accompanying drawings 9, real shown in Fig. 1-Fig. 4 of the present invention for performing The method for applying example, for convenience of description, illustrate only the part related to the embodiment of the present invention, particular technique details is not disclosed , it refer to the embodiment shown in Fig. 1-Fig. 4 of the present invention.

Fig. 5 is referred to, is that the embodiments of the invention provide a kind of structural representation of image-data processing apparatus.Such as Fig. 5 Shown, the described image data processing equipment 1 of the embodiment of the present invention can include：First elemental recognition unit 11, fisrt feature The data storage cell 13 of matching unit 12 and first.

First elemental recognition unit 11, for obtaining the view data prestored, and based on target image types identification First pictorial element in described image data；

In the specific implementation, the first elemental recognition unit 11 can obtain the view data prestored, it is to be understood that Described image data can be the view data obtained by taking pictures that stores in described image data processing equipment 1 or from net The view data downloaded in network.

Further, the first elemental recognition unit 11 can be based in target image types identification described image data The first pictorial element, wherein, the target image types can be divide view data classification standard, for example, passing through institute Stating target image types can indicate that view data is character image data, indoor scene view data or outdoor scene image Data etc..Described first image element can indicate the image of the affiliated type of described image data in described image data Element, for example, when described image data are character image data, described first image element can be the people in view data Thing, when described image data be indoor scene view data when, described first image element can be the interior in view data Wall, mural painting, tables, chairs and benches etc. can make one to identify described image data for the element of indoor scene view data, when the figure When as data being outdoor scene view data, described first image element can be that blue sky and white cloud in view data, green hill are green Water, contour of building etc. can make one to identify the element that described image data are outdoor scene view data.

Fisrt feature matching unit 12, the elemental characteristic data for obtaining described first image element, and using described The elemental characteristic set that target image types are indicated is matched to the elemental characteristic data；

In the specific implementation, the fisrt feature matching unit 12 can obtain the elemental characteristic number of described first image element According to for example, when described first image element is the personage in view data, the elemental characteristic data can be people's object plane The characteristic (for example, face characteristic) in portion, when described first image element be view data in indoor furniture when, institute State textural characteristics data or character shape data that elemental characteristic data can be household, when described first image element is figure During as blue sky and white cloud in data, the elemental characteristic data can be characterized the characteristic of sky color or characterize cloud shape The characteristic of shape.

The element that the further fisrt feature matching unit 12 can be indicated using the destination image data type Characteristic set is matched to the elemental characteristic data, for example, the elemental characteristic collection that the destination image data type is indicated Closing can be the set of face characteristic, indoor furniture unity and coherence in writing characteristic set or the characteristic for characterizing sky color Set etc..It is understood that the fisrt feature matching unit 12 can be using the set of face characteristic to the first image The elemental characteristic data (face characteristic) of element (personage) are matched.

First data storage cell 13, for when in the elemental characteristic set that the target image types are indicated exist first When elemental characteristic data and the elemental characteristic data match of described first image element, by the Data Identification of described image data Store into the corresponding pre-set image set of the first elemental characteristic data；

In the specific implementation, when the target image types indicate elemental characteristic set in exist the first elemental characteristic data During with the elemental characteristic data match of described first image element, first data storage cell 13 can be by described image The Data Identification of data is stored into the corresponding pre-set image set of the first elemental characteristic data.It is understood that institute It can also be for convenience to state the name code (for example, 2016-06-25 111521) that Data Identification can be described image data Search the title (for example, Xiao Li) for the view data artificially named.

It should be noted that described first image element can be multiple.For example, when the first image of described image data When element is at least two when (for example, the personage in character image has Xiao Li, Xiao Wang and Xiao Zhang), described first image element Elemental characteristic data can be the face characteristic of three people, when in the elemental characteristic set that the target image types are indicated When matching in the presence of the first elemental characteristic data and the face characteristic of any people, first data storage cell 13 all may be used So that the Data Identification of described image data is stored into the corresponding pre-set image set of the first elemental characteristic data.It is optional , when the face characteristic of any two people in three people is with the first elemental characteristic data match, first number The Data Identification of described image data can be stored to corresponding default to the first elemental characteristic data according to memory cell 13 In image collection.Optionally, when three people's face characteristics and the first elemental characteristic data match, first number The Data Identification of described image data can be stored to corresponding default to the first elemental characteristic data according to memory cell 13 In image collection.

Fig. 6 is referred to, is that the embodiments of the invention provide the structural representation of another image-data processing apparatus.As schemed Shown in 6, the described image data processing equipment 1 of the embodiment of the present invention can include：First elemental recognition unit 11, fisrt feature Matching unit 12, the first data storage cell 13, set creating unit 14, second element recognition unit 15, second feature matching The data storage cell 17 of unit 16 and second.

In the specific implementation, the first elemental recognition unit 11 can obtain the view data prestored, it is possible to base The first pictorial element in target image types identification described image data.

Specifically, being that the embodiments of the invention provide the structural representation of the first elemental recognition unit please also refer to Fig. 7 Figure.As shown in fig. 7, the first elemental recognition unit 11 can include：

First Element detection subelement 111, whether there is for being detected based on target image types in described image data First pictorial element；

In the specific implementation, the first Element detection subelement 111 can obtain the view data prestored, it is possible to understand that Be, described image data can be the view data obtained by taking pictures that stores in described image data processing equipment or from The view data downloaded in network.

Further, the first Element detection subelement 111 can detect described image number based on target image types It whether there is the first pictorial element in.It is understood that the target image types can divide view data classification Standard, for example, by the target image types can indicate view data be character image data, indoor scene picture number According to or outdoor scene view data etc., described first image element can indicate described image in described image data The pictorial element of the affiliated type of data, for example, when described image data are character image data, described first image element can Using be personage in view data, when described image data is indoor scene view data, described first image element can be with It is that indoor wall, mural painting, tables, chairs and benches in view data etc. can make one to identify described image data for indoor scene image The element of data, when described image data be outdoor scene view data when, described first image element can be view data In blue sky and white cloud, blue mountains and green waters, contour of building etc. can make one to identify described image data for outdoor scene view data Element.

It is understood that based on the target image types be known that described image data be character image data, Scene image data or other kinds of view data, and then the first Element detection subelement 111 can be based on target It whether there is the first pictorial element in image type detection described image data.

First element obtains subelement 112, for when there is the first pictorial element in described image data, obtaining described First pictorial element；

In the specific implementation, when there is the first pictorial element in described image data, first element obtains subelement 112 can obtain described first image element, for example, when the first Element detection subelement 111 is based on the target image When type (for example, personage's type) is detected in described image data in the presence of the first pictorial element (personage), first element The character element in described image data can be obtained by obtaining subelement 112.

Further, the element that the fisrt feature matching unit 12 can be indicated using the destination image data type Characteristic set is matched to the elemental characteristic data, for example, the elemental characteristic collection that the destination image data type is indicated Closing can be the set of face characteristic, indoor furniture unity and coherence in writing characteristic set or the characteristic for characterizing sky color Set etc..It is understood that the fisrt feature matching unit 12 can be using the set of face characteristic to the first image The elemental characteristic data (face characteristic) of element (personage) are matched.

Specifically, being that the embodiments of the invention provide the structural representation of the first data storage cell please also refer to Fig. 8 Figure.As shown in figure 8, first data storage cell 13 can include：

Human facial feature extraction subelement 131, for existing when in the elemental characteristic set that the target image types are indicated When the first elemental characteristic data and the elemental characteristic data match of the character element, extract the elemental characteristic data and carry Expressive features data；

In the specific implementation, work as described first image element for character element, and the element that the target image types are indicated When there is the first elemental characteristic data and the elemental characteristic data match of the character element in characteristic set, the expression is special The expressive features data that the elemental characteristic data are carried can be extracted by levying extraction subelement 131.

Expressive features coupling subelement 132, for using the corresponding expressive features set of the first elemental characteristic data The expressive features data are matched；

In the specific implementation, the expressive features coupling subelement 132 can be using the first elemental characteristic data correspondence Expressive features set the expressive features data are matched, for example, the corresponding expression of the first elemental characteristic data The expressive features data for representing the expression such as happy, sad, exaggeration, terrified can be included in characteristic set.It is understood that institute Stating expressive features coupling subelement 132 can be using the expressive features data acquisition system to expressive features data progress Match somebody with somebody.

First data storage subunit operable 133, for when in the corresponding expressive features set of the first elemental characteristic data In the presence of the first expressive features data and during the expressive features data match, by the Data Identification of described image data store to In the corresponding pre-set image set of the first expressive features data；

There are the first expressive features in the corresponding expressive features set of the first elemental characteristic data in the specific implementation, working as When data are with the expressive features data match, first data storage subunit operable 133 can be by described image data Data Identification is stored into the corresponding pre-set image set of the first expressive features data.

Gather creating unit 14, for when in the elemental characteristic set that the target image types are indicated in the absence of with it is described During the characteristic of the elemental characteristic data match of the first pictorial element, the corresponding image set of the elemental characteristic data is created Close, and the Data Identification of described image data is stored up into the corresponding image collection of the elemental characteristic data；

In the specific implementation, being not present and described first image when in the elemental characteristic set that the target image types are indicated During the characteristic of the elemental characteristic data match of element, the set creating unit 14 can create the elemental characteristic number According to corresponding image collection, it is possible to which the Data Identification of described image data is stored up into image corresponding to the elemental characteristic data In set, it is to be understood that the elemental characteristic data in described image set are the elemental characteristic of described first image element Data.For example, when the first pictorial element of described image data is small new for personage, the corresponding elemental characteristic data of the personage are Small new face characteristic, if the view data of this small new people, element are not present in described image data processing equipment The elemental characteristic data matched with small new face characteristic are not present in characteristic set, so that the set creating unit 14 can store the Data Identification (for example, " small new " this image name) of described image data to the image collection newly created In.

Second element recognition unit 15, for when the first pictorial element is not present in described image data, based on candidate The second pictorial element in image type identification described image data；

In the specific implementation, when the first pictorial element is not present in described image data, the second element recognition unit 15 can be based on the second pictorial element in candidate image type identification described image data.It is understood that the candidate Image type can be the standard for the division view data classification for being different from the target image types.For example, being waited by described Image type is selected to can also indicate that view data is character image data, indoor scene view data or outdoor scene picture number According to etc..Second image data element can indicate the figure of the affiliated type of described image data in described image data Pixel element, for example, when described image data are character image data, during second pictorial element can be view data Personage, when described image data be indoor scene view data when, second pictorial element can be the room in view data Interior walls, mural painting, tables, chairs and benches etc. can make one to identify described image data for the element of indoor scene view data, when described When view data is outdoor scene view data, second pictorial element can be blue sky and white cloud in view data, green hill Clear water, contour of building etc. can make one to identify the element that described image data are outdoor scene view data.

It is understood that based on the candidate image type can know described image data be character image data, Scene image data or other kinds of view data, and then the second element recognition unit 15 can be based on candidate image The second pictorial element in type detection described image data.

Second feature matching unit 16, the elemental characteristic data for obtaining second pictorial element, and using described The elemental characteristic set that candidate image type is indicated is matched to the elemental characteristic data；

In the specific implementation, the second feature matching unit 16 can obtain the elemental characteristic number of second pictorial element According to, it is possible to the elemental characteristic set indicated using the candidate image type is matched to the elemental characteristic data.Tool The implementation process of body refers to the method described in above method embodiment, and here is omitted.

Second data storage cell 17, for when in the elemental characteristic set that the candidate image type is indicated exist second When elemental characteristic data and the elemental characteristic data match of second pictorial element, by the Data Identification of described image data Store into the corresponding pre-set image set of the second element characteristic；

In the specific implementation, when the candidate image type indicate elemental characteristic set in there is second element characteristic During with the elemental characteristic data match of second pictorial element, second data storage cell 17 can be by described image The Data Identification of data is stored into the corresponding pre-set image set of the second element characteristic.Specific implementation process can Method with reference to described in above method embodiment, here is omitted.

Fig. 9 is referred to, is that the embodiments of the invention provide a kind of structural representation of image-data processing apparatus.Such as Fig. 9 Shown, the described image data processing equipment 2 of the embodiment of the present invention can include：Inquire about elemental recognition unit 21, query characteristics Matching unit 22, image collection acquiring unit 23 and target data acquiring unit 24.

Elemental recognition unit 21 is inquired about, for obtaining inputted query image data, and based on the target image class Query image element in query image data described in type and the candidate image type identification；

In the specific implementation, the inquiry elemental recognition unit 21 can obtain inputted query image data, Ke Yili Solution, the query image data can be the view data of the destination object of user's current shooting, and the inquiry element is known Other unit 21 can find destination image data in the pre-set image set according to the query image data.

Further, the inquiry elemental recognition unit 21 can be based on the target image types and the candidate image Query image element in query image data described in type identification, it is to be understood that the target image types can be drawn The standard of sub-image data classification, for example, by the target image types can indicate view data for character image data, Indoor scene view data or outdoor scene view data etc..The candidate image type can be different from the target figure As the standard of the division view data classification of type.The query image element can be referred in the query image data Show the pictorial element of the affiliated type of query image data, for example, when the query image data are character image data, The query image element can be personage in view data, when the query image data are indoor scene view data When, it is described that the query image element can be that indoor wall, mural painting, tables, chairs and benches in view data etc. can make one to identify View data is the element of indoor scene view data, when the query image data are outdoor scene view data, described It is described that query image element can be that blue sky and white cloud, blue mountains and green waters, contour of building in view data etc. can make one to identify View data is the element of outdoor scene view data.

It is understood that the query graph can be known based on the target image types and the candidate image type As data are character image data, scene image data or other kinds of view data, and then the inquiry elemental recognition Unit 21 can be based on the query image in the target image types and the candidate image type detection described image data Element.

Query characteristics matching unit 22, the query characteristics data for obtaining the query image element, and using described The elemental characteristic set that the elemental characteristic set and candidate image type that target image types are indicated are indicated, to the query characteristics Data are matched；

In the specific implementation, the query characteristics matching unit 22 can obtain the query characteristics number of the query image element According to, it is possible to the elemental characteristic collection that the elemental characteristic set indicated using the target image types and candidate image type are indicated Close, the query characteristics data are matched.Specific implementation process refers to the method described in above method embodiment, this Place is repeated no more.

Image collection acquiring unit 23, for the elemental characteristic set and candidate image indicated when the target image types In the elemental characteristic set that type is indicated, when there is third element characteristic with the query characteristics data match, obtain The corresponding pre-set image set of the third element characteristic；

In the specific implementation, elemental characteristic set and the member of candidate image type instruction when target image types instruction In plain characteristic set, when there is third element characteristic with the query characteristics data match, described image set is obtained Unit 23 can obtain the corresponding pre-set image set of the third element characteristic.It is understood that the ternary Plain characteristic may have the elemental characteristic set that the target image types are indicated, can also there is the candidate image class In the elemental characteristic set that type is indicated.It is understood that the pictorial element of view data in the pre-set image set Third element characteristic can be consistent with the query characteristics data of the pictorial element in the query image data, for example, all It is the face characteristic of Xiao Li.

Target data acquiring unit 24, for obtaining in the corresponding pre-set image set of the third element characteristic Target data is identified, and is obtained and is shown that the target data identifies corresponding destination image data；

In the specific implementation, can to obtain the third element characteristic corresponding pre- for the target data acquiring unit 24 If the target data mark in image collection, for example, when the query image data are when taking pictures certainly of Xiao Li, the default figure There is the figure image of Xiao Li in the view data in image set conjunction, the target data acquiring unit 24 can obtain the default figure Image set has the Data Identification (for example, the image name named with Xiao Li) of the figural view data of Xiao Li in closing.

Further, the target data acquiring unit 24 can obtain and show that the target data identifies corresponding mesh Logo image data, for example, in the pre-set image set will there is the figural view data of Xiao Li to open up in the form of a list Now give user.

Figure 10 is referred to, is the structural representation the embodiments of the invention provide another image-data processing apparatus.Such as Shown in Figure 10, described image data processing equipment 1000 can include：At least one processor 1001, such as CPU, at least one Network interface 1004, user interface 1003, memory 1005, at least one communication bus 1002.Wherein, communication bus 1002 is used Connection communication between these components are realized.Wherein, user interface 1003 can include display screen (Display), keyboard (Keyboard), optional user interface 1003 can also include wireline interface, the wave point of standard.Network interface 1004 is optional Can include wireline interface, the wave point (such as WI-FI interfaces) of standard.Memory 1005 can be high-speed RAM memory, Can also be non-labile memory (non-volatile memory), for example, at least one magnetic disk storage.Memory 1005 optionally can also be at least one storage device for being located remotely from aforementioned processor 1001.As shown in Figure 10, as one Can include in the memory 1005 of kind of computer-readable storage medium operating system, network communication module, Subscriber Interface Module SIM and Image real time transfer application program.

In the image-data processing apparatus 1000 shown in Figure 10, user interface 1003 is mainly used in providing the user input Interface, obtain user input data；Network interface 1004 is used to enter row data communication with user terminal；And processor 1001 It can be used for calling the image real time transfer application program stored in memory 1005, and specifically perform following operate：

In one embodiment, the processor 1001 is being performed based in target image types identification described image data It is specific to perform following operate during the first pictorial element：

Detected based on target image types and whether there is the first pictorial element in described image data；

When there is the first pictorial element in described image data, described first image element is obtained.

In one embodiment, the processor 1001, also performs following operate：

When the first pictorial element is not present in described image data, based on candidate image type identification described image data In the second pictorial element；

The elemental characteristic data of second pictorial element are obtained, and the element indicated using the candidate image type is special Collection is closed and the elemental characteristic data is matched；

When the candidate image type indicate elemental characteristic set in there is second element characteristic and described second During the elemental characteristic data match of pictorial element, the Data Identification of described image data is stored to the second element feature In the corresponding pre-set image set of data.

In one embodiment, the processor 1001, also performs following operate：

When element with described first image element is not present in the elemental characteristic set that the target image types are indicated During the characteristic that characteristic matches, the corresponding image collection of the elemental characteristic data is created, and by described image number According to Data Identification store up into the corresponding image collection of the elemental characteristic data.

In one embodiment, the processor 1001, also performs following operate：

Inputted query image data are obtained, and based on the target image types and the candidate image type identification Query image element in the query image data；

The query characteristics data of the query image element are obtained, and the element indicated using the target image types is special The query characteristics data are matched by the elemental characteristic set that collection is closed and candidate image type is indicated；

The elemental characteristic set indicated when elemental characteristic set and candidate image type that the target image types are indicated In, when there is third element characteristic with the query characteristics data match, obtain the third element characteristic pair The pre-set image set answered；

The target data mark in the corresponding pre-set image set of the third element characteristic is obtained, obtains and shows The target data identifies corresponding destination image data.

In one embodiment, when described first image element is character element, the processor 1001 is worked as in execution There are the first elemental characteristic data and described first image element in the elemental characteristic set that the target image types are indicated During elemental characteristic data match, the Data Identification of described image data is stored corresponding to the first elemental characteristic data It is specific to perform following operate when in pre-set image set：

When there is the first elemental characteristic data and the personage in the elemental characteristic set that the target image types are indicated During the elemental characteristic data match of element, the expressive features data that the elemental characteristic data are carried are extracted；

The expressive features data are matched using the first elemental characteristic data corresponding expressive features set；

When in the corresponding expressive features set of the first elemental characteristic data exist the first expressive features data with it is described During expressive features data match, the Data Identification of described image data is stored corresponding to the first expressive features data In pre-set image set.

In embodiments of the present invention, by obtaining the view data prestored, and figure is recognized based on target image types As the first pictorial element in data, the elemental characteristic data of the first pictorial element are then obtained, and refer to using target image types The elemental characteristic set shown is matched to elemental characteristic data, is existed when in the elemental characteristic set that target image types are indicated When the first elemental characteristic data and the elemental characteristic data match of the first pictorial element, the Data Identification of view data is stored Into the corresponding pre-set image set of the first elemental characteristic data.By recognizing the pictorial element in view data, and to image The elemental characteristic data of element carry out advanced treating, and view data is classified into the corresponding pre-set image set of elemental characteristic data In, the accuracy classified to view data is added, so as to improve the efficiency for searching view data；Based on expressive features data More accurate division is carried out for the view data of character element to the first pictorial element, improved to the various of view data classification Property；Based on the second pictorial element in candidate image type identification view data, then pass through the pictorial element of advanced treating second Elemental characteristic data realize the classification to view data, further increase the diversity of view data classification；Based on query graph As the destination image data in data search pre-set image set, further increase and search picture number from pre-set image set According to efficiency.

Those of ordinary skill in the art are it is to be appreciated that the list of each example described with reference to the embodiments described herein Member and algorithm steps, can be realized with electronic hardware, computer software or the combination of the two, in order to clearly demonstrate hardware With the interchangeability of software, the composition and step of each example are generally described according to function in the above description.This A little functions are performed with hardware or software mode actually, depending on the application-specific and design constraint of technical scheme.Specially Industry technical staff can realize described function to each specific application using distinct methods, but this realization is not It is considered as beyond the scope of this invention.

It is apparent to those skilled in the art that, for convenience of description and succinctly, the end of foregoing description End and the specific work process of unit, may be referred to the corresponding process in preceding method embodiment, will not be repeated here.

, can be by it in several embodiments provided herein, it should be understood that disclosed terminal and method Its mode is realized.For example, device embodiment described above is only schematical, for example, the division of the unit, only Only a kind of division of logic function, can there is other dividing mode when actually realizing, such as multiple units or component can be tied Another system is closed or is desirably integrated into, or some features can be ignored, or do not perform.In addition, shown or discussed phase Coupling or direct-coupling or communication connection between mutually can be INDIRECT COUPLING or the communication by some interfaces, device or unit Connection or electricity, mechanical or other forms are connected.

The unit illustrated as separating component can be or may not be it is physically separate, it is aobvious as unit The part shown can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple On NE.Some or all of unit therein can be selected to realize scheme of the embodiment of the present invention according to the actual needs Purpose.

In addition, each functional unit in each embodiment of the invention can be integrated in a processing unit, can also It is that unit is individually physically present or two or more units are integrated in a unit.It is above-mentioned integrated Unit can both be realized in the form of hardware, it would however also be possible to employ the form of SFU software functional unit is realized.

If the integrated unit is realized using in the form of SFU software functional unit and as independent production marketing or used When, it can be stored in a computer read/write memory medium.Understood based on such, technical scheme is substantially The part contributed in other words to prior art, or all or part of the technical scheme can be in the form of software product Embody, the computer software product is stored in a storage medium, including some instructions are to cause a computer Equipment (can be personal computer, server, or network equipment etc.) performs the complete of each embodiment methods described of the invention Portion or part steps.And foregoing storage medium includes：USB flash disk, mobile hard disk, read-only storage (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disc or CD etc. are various can store journey The medium of sequence code.

The foregoing is only a specific embodiment of the invention, but protection scope of the present invention is not limited thereto, any Those familiar with the art the invention discloses technical scope in, various equivalent modifications can be readily occurred in or replaced Change, these modifications or substitutions should be all included within the scope of the present invention.Therefore, protection scope of the present invention should be with right It is required that protection domain be defined.

Claims

1. a kind of image processing method, it is characterised in that including：

The view data prestored is obtained, and based on the first pictorial element in target image types identification described image data；

Obtain the elemental characteristic data of described first image element, and the elemental characteristic collection indicated using the target image types Conjunction is matched to the elemental characteristic data；

When the target image types indicate elemental characteristic set in exist the first elemental characteristic data and described first image During the elemental characteristic data match of element, the Data Identification of described image data is stored to the first elemental characteristic data In corresponding pre-set image set.

2. the method as described in claim 1, it is characterised in that in the identification described image data based on target image types First pictorial element, including：

3. method as claimed in claim 2, it is characterised in that also include：

When the first pictorial element is not present in described image data, based in candidate image type identification described image data Second pictorial element；

Obtain the elemental characteristic data of second pictorial element, and the elemental characteristic collection indicated using the candidate image type Conjunction is matched to the elemental characteristic data；

When the candidate image type indicate elemental characteristic set in there is second element characteristic and second image During the elemental characteristic data match of element, the Data Identification of described image data is stored to the second element characteristic In corresponding pre-set image set.

4. the method as described in claim 1, it is characterised in that also include：

When elemental characteristic with described first image element is not present in the elemental characteristic set that the target image types are indicated During the characteristic of data match, the corresponding image collection of the elemental characteristic data is created, and by described image data Data Identification is stored up into the corresponding image collection of the elemental characteristic data.

5. method as claimed in claim 3, it is characterised in that also include：

Inputted query image data are obtained, and based on described in the target image types and the candidate image type identification Query image element in query image data；

Obtain the query characteristics data of the query image element, and the elemental characteristic collection indicated using the target image types The elemental characteristic set indicated with candidate image type is closed, the query characteristics data are matched；

When in the elemental characteristic set that elemental characteristic set and candidate image type that the target image types are indicated are indicated, deposit In third element characteristic and the query characteristics data match, the third element characteristic is obtained corresponding pre- If image collection；

The target data mark in the corresponding pre-set image set of the third element characteristic is obtained, obtains and shows described Target data identifies corresponding destination image data.

6. the method as described in claim 1, it is characterised in that when described first image element is character element；

It is described to work as in the elemental characteristic set that the target image types are indicated in the presence of the first elemental characteristic data and described first During the elemental characteristic data match of pictorial element, the Data Identification of described image data is stored to first elemental characteristic In the corresponding pre-set image set of data, including：

When there is the first elemental characteristic data and the character element in the elemental characteristic set that the target image types are indicated Elemental characteristic data match when, extract the expressive features data that the elemental characteristic data are carried；

When there is the first expressive features data and the expression in the corresponding expressive features set of the first elemental characteristic data When characteristic matches, the Data Identification of described image data is stored corresponding default to the first expressive features data In image collection.

7. a kind of image-data processing apparatus, it is characterised in that including：

First elemental recognition unit, the figure is recognized for obtaining the view data prestored, and based on target image types As the first pictorial element in data；

Fisrt feature matching unit, the elemental characteristic data for obtaining described first image element, and use the target figure As the elemental characteristic set that type is indicated is matched to the elemental characteristic data；

First data storage cell, for special when there is the first element in the elemental characteristic set that the target image types are indicated When levying the elemental characteristic data match of data and described first image element, by the Data Identification of described image data store to In the corresponding pre-set image set of the first elemental characteristic data.

8. equipment as claimed in claim 7, it is characterised in that the first elemental recognition unit includes：

First Element detection subelement, the first image is whether there is for being detected based on target image types in described image data Element；

First element obtains subelement, for when there is the first pictorial element in described image data, obtaining first figure Pixel element.

9. equipment as claimed in claim 8, it is characterised in that also include：

Second element recognition unit, for when the first pictorial element is not present in described image data, based on candidate image class The second pictorial element in type identification described image data；

Second feature matching unit, the elemental characteristic data for obtaining second pictorial element, and using candidate figure As the elemental characteristic set that type is indicated is matched to the elemental characteristic data；

Second data storage cell, for special when there is second element in the elemental characteristic set that the candidate image type is indicated When levying the elemental characteristic data match of data and second pictorial element, by the Data Identification of described image data store to In the corresponding pre-set image set of the second element characteristic.

10. equipment as claimed in claim 7, it is characterised in that also include：

Gather creating unit, for when in the elemental characteristic set that the target image types are indicated in the absence of and first figure During the characteristic of the elemental characteristic data match of pixel element, the corresponding image collection of the elemental characteristic data is created, and The Data Identification of described image data is stored up into the corresponding image collection of the elemental characteristic data.

11. equipment as claimed in claim 9, it is characterised in that also include：

Elemental recognition unit is inquired about, for obtaining inputted query image data, and based on the target image types and institute State query image element in query image data described in candidate image type identification；

Query characteristics matching unit, the query characteristics data for obtaining the query image element, and use the target figure The query characteristics data are entered by the elemental characteristic set that the elemental characteristic set indicated as type and candidate image type are indicated Row matching；

Image collection acquiring unit, for referring to when the elemental characteristic set and candidate image type that the target image types are indicated In the elemental characteristic set shown, when there is third element characteristic and the query characteristics data match, described the is obtained The corresponding pre-set image set of three element characteristics；

Target data acquiring unit, for obtaining the number of targets in the corresponding pre-set image set of the third element characteristic According to mark, obtain and show that the target data identifies corresponding destination image data.

12. equipment as claimed in claim 7, it is characterised in that when described first image element is character element；

First data storage cell includes：

Human facial feature extraction subelement, for when in the elemental characteristic set that the target image types are indicated exist the first element When characteristic and the elemental characteristic data match of the character element, the expression spy that the elemental characteristic data are carried is extracted Levy data；

Expressive features coupling subelement, for using the corresponding expressive features set of the first elemental characteristic data to the table Feelings characteristic is matched；

First data storage subunit operable, for when in the corresponding expressive features set of the first elemental characteristic data exist first When expressive features data are with the expressive features data match, the Data Identification of described image data is stored to described first In the corresponding pre-set image set of expressive features data.