CN103995895A - Image recognition method and device based on image - Google Patents
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Abstract
本发明提供一种基于图片的识图方法及装置,实现通过图片信息进行图片识别的方案。该方法中接收到用户输入的图片后,确定该图片的主题词及该图片的内容对应的类型,当该类型对应的数据库保存的词条中存在该主题词时,采用该类型对应的onebox形式展示数据库中该词条对应的内容。由于本发明实施例中确定图片的主题词,并在数据库保存的词条中存在该主题词时,采用该图片的内容的类型对应的onebox形式展示所述数据库中该词条对应的内容,从而实现基于图片信息的识图方式,扩大了图片识别的适用范围,方便了用户的使用。
The invention provides a picture-based picture recognition method and device, realizing a scheme of picture recognition through picture information. In this method, after receiving the picture input by the user, determine the subject word of the picture and the type corresponding to the content of the picture. When the subject word exists in the entry stored in the database corresponding to the type, the onebox form corresponding to the type is used. Display the content corresponding to the entry in the database. Since the subject word of the picture is determined in the embodiment of the present invention, and when the subject term exists in the entry stored in the database, the onebox form corresponding to the type of content of the picture is used to display the content corresponding to the entry in the database, thereby Realize the image recognition method based on image information, expand the scope of application of image recognition, and facilitate the use of users.
Description
技术领域technical field
本发明涉及图片识别技术领域,尤其涉及一种基于图片的识图方法及装置。The invention relates to the technical field of picture recognition, in particular to a picture-based picture recognition method and device.
背景技术Background technique
图片搜索是通过搜索程序,向用户提供互联网上相关的图片资料的服务。图片搜索的目的是使用户查找出自己所需要的特定图片。Image search is a service that provides users with relevant image data on the Internet through a search program. The purpose of image search is to enable users to find out the specific image they need.
现有技术中,用户在进行图片搜索时,在搜索框中输入图片的描述文本,使服务器根据该图片的描述文本进行图片的搜索。In the prior art, when searching for a picture, the user inputs the description text of the picture in the search box, so that the server can search for the picture according to the description text of the picture.
图1为现有技术提供的搜索框示意图,用户进行图片搜索时,打开浏览器后,点击搜索框上方类型“图片”,在搜索框中输入图片的描述文本,例如“刘德华”,点击左侧的搜索按钮后,将相应的请求发送到服务器,服务器根据接收到的请求向用户返回搜索到的图片信息。Figure 1 is a schematic diagram of a search box provided by the prior art. When a user performs a picture search, after opening the browser, click on the type "picture" above the search box, enter the description text of the picture in the search box, such as "Andy Lau", and click on the left side After clicking the search button, the corresponding request is sent to the server, and the server returns the searched picture information to the user according to the received request.
现有技术的图片搜索方法,只适用于针对图片的描述文本的搜索。如果用户已知某一图片,需要识别该图片的相关信息,例如该图片的原始图片的属性信息等,现有技术并未提供相应的方案。因此,如何根据已知图片获取该图片的相关信息成为亟待解决的问题。The image search method in the prior art is only applicable to the search for the description text of the image. If a user knows a certain picture and needs to identify relevant information of the picture, such as attribute information of the original picture of the picture, the prior art does not provide a corresponding solution. Therefore, how to obtain relevant information of the picture based on known pictures has become an urgent problem to be solved.
发明内容Contents of the invention
鉴于上述问题,提出了本发明以便提供一种克服上述问题或者至少部分地解决上述问题的一种基于图片的识图方法及装置。In view of the above problems, the present invention is proposed to provide a picture-based image recognition method and device that overcomes the above problems or at least partially solves the above problems.
本发明实施例提供了一种基于图片的识图方法,该方法包括:An embodiment of the present invention provides a picture-based picture recognition method, the method comprising:
接收用户输入的图片,确定所述图片的主题词及该图片的内容对应的类型;Receive the picture input by the user, determine the subject word of the picture and the type corresponding to the content of the picture;
根据该类型对应的数据库,判断该数据库保存的词条中是否存在所述主题词;According to the database corresponding to the type, it is judged whether there is the subject word in the entry stored in the database;
当该数据库保存的词条中存在所述主题词时,采用该类型对应的onebox形式展示所述数据库中该词条对应的内容。When the subject word exists in the entry stored in the database, the content corresponding to the entry in the database is displayed in a onebox form corresponding to the type.
为了进一步向用户提供较准确的识图结果,所述方法还包括:In order to further provide users with more accurate map recognition results, the method further includes:
根据所述图片,在图片数据库中查找与所述图片匹配的图片资源相关信息;According to the picture, search the picture database for the picture resource related information matching the picture;
采用onebox形式展示所述图片资源相关信息。Display the relevant information of the image resource in the form of onebox.
较佳地,所述采用onebox形式展示所述图片资源相关信息包括:Preferably, the displaying the image resource-related information in the form of onebox includes:
识别图片资源相关信息中与所述图片相同的每个图片的尺寸;identifying the size of each picture that is the same as the picture in the picture resource related information;
确定每个图片的尺寸所在的尺寸范围,将每种尺寸范围的图片采用onebox形式展示。Determine the size range of the size of each picture, and display the pictures in each size range in the form of onebox.
为了进一步向用户提供较准确的识图结果,所述采用onebox形式展示所述图片资源相关信息包括:In order to further provide users with more accurate image recognition results, the display of the image resource-related information in the form of onebox includes:
识别图片资源相关信息中与所述图片相同的每个图片的尺寸;identifying the size of each picture that is the same as the picture in the picture resource related information;
确定每个图片的尺寸所在的尺寸范围,将每种尺寸范围的图片采用onebox形式展示。Determine the size range of the size of each picture, and display the pictures in each size range in the form of onebox.
为了进一步向用户提供较准确的识图结果,所述确定所述图片的主题词包括:In order to further provide users with more accurate picture recognition results, the subject words for determining the pictures include:
根据所述图片,在图片数据库中查找与所述图片匹配的图片资源相关信息;According to the picture, search the picture database for the picture resource related information matching the picture;
根据所述图片资源相关信息中每个图片对应的主题词,确定该图片的主题词。According to the subject words corresponding to each picture in the picture resource related information, the subject words of the pictures are determined.
为了进一步向用户提供较准确的识图结果,所述确定该图片的内容对应的类型包括:In order to further provide users with more accurate picture recognition results, the determination of the type corresponding to the content of the picture includes:
根据所述图片,在图片数据库中查找与所述图片匹配的图片资源相关信息;According to the picture, search the picture database for the picture resource related information matching the picture;
根据所述图片资源相关信息中每个图片对应的类型,确定该图片的内容对应的类型。According to the type corresponding to each picture in the picture resource related information, determine the type corresponding to the content of the picture.
本发明实施例提供了一种基于图片的识图装置,该装置包括:An embodiment of the present invention provides a picture-based map recognition device, which includes:
接收确定模块,用于接收用户输入的图片,确定所述图片的主题词及该图片的内容对应的类型;Receiving and determining module, used to receive the picture input by the user, determine the subject word of the picture and the type corresponding to the content of the picture;
判断模块,用于根据该类型对应的数据库,判断该数据库保存的词条中是否存在所述主题词;Judging module, used for judging whether there is the subject word in the entry stored in the database according to the database corresponding to the type;
展示模块,用于当判断模块判断该数据库保存的词条中存在所述主题词时,采用该类型对应的onebox形式展示所述数据库中该词条对应的内容。The display module is used to display the content corresponding to the entry in the database in a onebox form corresponding to the type when the judging module judges that the subject word exists in the entry stored in the database.
为了进一步向用户提供较准确的识图结果,所述装置还包括:In order to further provide users with more accurate map recognition results, the device also includes:
图片数据库,用于保存图片资源相关信息;The image database is used to save information about image resources;
所述展示模块,还用于根据所述图片,在图片数据库中查找与所述图片匹配的图片资源相关信息;采用onebox形式展示所述图片资源相关信息。The display module is further configured to search the picture database for relevant information about picture resources matching the picture according to the picture; and to display the relevant information about picture resources in the form of onebox.
为了进一步向用户提供较准确的识图结果,所述展示模块,具体用于识别图片资源相关信息中与所述图片相同的每个图片的尺寸;确定每个图片的尺寸所在的尺寸范围,将每种尺寸范围的图片采用onebox形式展示。In order to further provide users with more accurate image recognition results, the display module is specifically used to identify the size of each image in the image resource related information that is the same as the image; determine the size range of the size of each image, and The pictures of each size range are displayed in onebox form.
为了进一步向用户提供较准确的识图结果,所述图片数据库,具体用于保存图片资源相关信息,并保存每个图片及其对应的主题词;In order to further provide users with more accurate picture recognition results, the picture database is specifically used to store information about picture resources, and store each picture and its corresponding subject words;
所述接收确定模块,具体用于根据所述图片,在图片数据库中查找与所述图片匹配的图片资源相关信息;根据所述图片资源相关信息中每个图片对应的主题词,确定该图片的主题词。The receiving and determining module is specifically configured to, according to the picture, search for picture resource related information matching the picture in the picture database; determine the picture's content according to the subject words corresponding to each picture in the picture resource related information Subject headings.
为了进一步向用户提供较准确的识图结果,所述图片数据库,具体用于保存图片资源相关信息,并保存每个图片及其内容对应的类型;In order to further provide users with more accurate picture recognition results, the picture database is specifically used to store information related to picture resources, and store each picture and the type corresponding to its content;
所述接收确定模块,具体用于根据所述图片,在图片数据库中查找与所述图片匹配的图片资源相关信息;根据所述图片资源相关信息中每个图片对应的类型,确定该图片的内容对应的类型。The receiving and determining module is specifically configured to, according to the picture, search for picture resource related information matching the picture in the picture database; determine the content of the picture according to the type corresponding to each picture in the picture resource related information corresponding type.
为了进一步向用户提供较准确的识图结果,所述装置进一步包括知识数据库,用于保存人物类型的每个词条,及该词条对应的内容。In order to further provide users with more accurate map recognition results, the device further includes a knowledge database for storing each entry of the character type and the corresponding content of the entry.
本发明实施例提供了一种基于图片的识图方法及装置,该方法中接收到用户输入的图片后,确定该图片的主题词及该图片的内容对应的类型,当该类型对应的数据库保存的词条中存在该主题词时,采用该类型对应的onebox形式展示数据库中该词条对应的内容。由于本发明实施例中确定图片的主题词,并在数据库保存的词条中存在该主题词时,采用该图片的内容的类型对应的onebox形式展示所述数据库中该词条对应的内容,从而实现基于图片信息的识图方式,扩大了图片识别的适用范围,方便了用户的使用。Embodiments of the present invention provide a picture-based picture recognition method and device. In the method, after receiving a picture input by a user, the subject word of the picture and the type corresponding to the content of the picture are determined. When the type is stored in the database corresponding to When the subject word exists in the entry of , the content corresponding to the entry in the database is displayed in the form of onebox corresponding to this type. Since the subject word of the picture is determined in the embodiment of the present invention, and when the subject term exists in the entry stored in the database, the onebox form corresponding to the type of content of the picture is used to display the content corresponding to the entry in the database, thereby Realize the image recognition method based on image information, expand the scope of application of image recognition, and facilitate the use of users.
上述说明仅是本发明技术方案的概述,为了能够更清楚了解本发明的技术手段,而可依照说明书的内容予以实施,并且为了让本发明的上述和其它目的、特征和优点能够更明显易懂,以下特举本发明的具体实施方式。The above description is only an overview of the technical solution of the present invention. In order to better understand the technical means of the present invention, it can be implemented according to the contents of the description, and in order to make the above and other purposes, features and advantages of the present invention more obvious and understandable , the specific embodiments of the present invention are enumerated below.
附图说明Description of drawings
通过阅读下文优选实施方式的详细描述,各种其他的优点和益处对于本领域普通技术人员将变得清楚明了。附图仅用于示出优选实施方式的目的,而并不认为是对本发明的限制。而且在整个附图中,用相同的参考符号表示相同的部件。在附图中:Various other advantages and benefits will become apparent to those of ordinary skill in the art upon reading the following detailed description of the preferred embodiment. The drawings are only for the purpose of illustrating a preferred embodiment and are not to be considered as limiting the invention. Also throughout the drawings, the same reference numerals are used to designate the same components. In the attached picture:
图1为现有技术提供的搜索框示意图;FIG. 1 is a schematic diagram of a search box provided by the prior art;
图2为本发明实施例提供的一种基于图片的识图过程示意图;FIG. 2 is a schematic diagram of an image-based image recognition process provided by an embodiment of the present invention;
图3为本发明实施例提供的基于图片进行识图时的界面呈现示意图;FIG. 3 is a schematic diagram of interface presentation when image-based image recognition is provided by an embodiment of the present invention;
图4为本发明实施例提供的拖拽放置输入框的信息呈现格式;Fig. 4 is the information presentation format of the drag and drop input box provided by the embodiment of the present invention;
图5为本发明实施例一提供的基于图片的识图过程示意图;FIG. 5 is a schematic diagram of a picture-based image recognition process provided by Embodiment 1 of the present invention;
图6为本发明实施例提供的一种基于图片的识图装置结构示意图。FIG. 6 is a schematic structural diagram of an image-based image recognition device provided by an embodiment of the present invention.
具体实施方式Detailed ways
为了实现通过图片信息进行图片识别的方案,扩大图片识别的适用范围,方便用户的使用。本发明实施例提供了一种基于图片的识图方法及装置。In order to realize the scheme of image recognition through image information, expand the scope of application of image recognition, and facilitate the use of users. Embodiments of the present invention provide a picture-based picture recognition method and device.
下面将参照附图更详细地描述本公开的示例性实施例。虽然附图中显示了本公开的示例性实施例,然而应当理解,可以以各种形式实现本公开而不应被这里阐述的实施例所限制。相反,提供这些实施例是为了能够更透彻地理解本公开,并且能够将本公开的范围完整的传达给本领域的技术人员。Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.
下面结合说明附图,对本发明实施例进行说明。Embodiments of the present invention will be described below in conjunction with the accompanying drawings.
图2为本发明实施例提供的一种基于图片的识图过程示意图,该过程包括以下步骤:FIG. 2 is a schematic diagram of a picture-based image recognition process provided by an embodiment of the present invention, and the process includes the following steps:
S201:接收用户输入的图片,确定所述图片的主题词及该图片的内容对应的类型。S201: Receive a picture input by a user, and determine a subject word of the picture and a type corresponding to the content of the picture.
在本发明实施例中当用户进行图片识别时,该基于图片的识别装置可以是搜索引擎或其他装置。In the embodiment of the present invention, when the user performs picture recognition, the picture-based recognition device may be a search engine or other devices.
安装在用户本地设备的客户端向用户提供进行图片信息输入的图片识别框,通过用户在图片识别框中的输入获取图片,并将该图片发送给该装置。其中,用户在客户端的图片识别框中输入的图片可以是基于拖拽操作从本地设备拖拽的图片,或者是基于拖拽操作从互联网上拖拽的图片,或者粘贴操作从本地设备的剪贴板中获取的图片等。The client installed on the user's local device provides the user with a picture recognition box for inputting picture information, obtains a picture through the user's input in the picture recognition box, and sends the picture to the device. Wherein, the picture input by the user in the picture recognition box of the client can be a picture dragged from a local device based on a drag operation, or a picture dragged from the Internet based on a drag operation, or a picture drawn from a clipboard of a local device by a paste operation. Pictures etc. obtained from .
S202:根据该类型对应的数据库,判断该数据库保存的词条中是否存在所述主题词,当判断结果为是时,进行步骤S203,否则,进行步骤S204。S202: According to the database corresponding to the type, judge whether the subject word exists in the entry stored in the database, if the judgment result is yes, go to step S203, otherwise, go to step S204.
在本发明实施例中针对图片内容的每种类型,保存与该类型对应的数据库,图片的内容对应的类型包括:人物、风景、新闻、动物、车辆等等。每个数据库中保存有对应该类型的相应词条信息。In the embodiment of the present invention, for each type of picture content, a database corresponding to the type is saved, and the types of picture content corresponding to include: people, scenery, news, animals, vehicles and so on. Corresponding entry information corresponding to the type is stored in each database.
S203:采用该类型对应的onebox形式展示所述数据库中该词条对应的内容。S203: Display the content corresponding to the entry in the database in a onebox form corresponding to the type.
每种类型对应不同的onebox展示形式,每种onebox展示形式可以相同,也可以不同。当用户在搜索框中输入搜索服务需求,被搜索引擎明确识别出后,就会分配给预置好的优质内容资源或应用提供商处理,从而精准高效地返回给用户需求相匹配的应用结果,在搜索服务中,可以将搜索结果页面中提供这种与用户需求相匹配的应用结果称为onebox,或应用框或应用盒子。。Each type corresponds to a different onebox display form, and each onebox display form can be the same or different. When a user enters a search service requirement in the search box and is clearly recognized by the search engine, it will be allocated to a preset high-quality content resource or application provider for processing, so as to accurately and efficiently return application results that match the user's needs. In the search service, the application result that matches the user's needs on the search result page can be called onebox, or application box or application box. .
S204:展示与该图片匹配的图片资源相关信息。S204: Display information about image resources matching the image.
由于本发明实施例中确定图片的主题词,并在数据库保存的词条中存在该主题词时,采用该图片的内容的类型对应的onebox形式展示所述数据库中该词条对应的内容,从而实现基于图片信息的识图方式,扩大了图片识别的适用范围,方便了用户的使用。Since the subject word of the picture is determined in the embodiment of the present invention, and when the subject term exists in the entry stored in the database, the onebox form corresponding to the type of content of the picture is used to display the content corresponding to the entry in the database, thereby Realize the image recognition method based on image information, expand the scope of application of image recognition, and facilitate the use of users.
图3为本发明实施例提供的基于图片进行识图时的界面呈现示意图,在本发明实施例中当客户端被打开时,客户端向用户提供如图3所示的进行图片信息输入的图片识别框,该用户识别框用于接收用户输入的图片。用户输入的图片可以是基于拖拽操作的拖拽到该图片识别框中的图片,也可以是基于粘贴操作粘贴到该图片识别框中的图片。Fig. 3 is a schematic diagram of the interface presentation when image-based image recognition is provided by the embodiment of the present invention. In the embodiment of the present invention, when the client is opened, the client provides the user with a picture for image information input as shown in Fig. 3 An identification box, the user identification box is used to receive the picture input by the user. The picture input by the user may be a picture dragged into the picture recognition box based on a drag operation, or a picture pasted into the picture recognition box based on a paste operation.
客户端识别到用户在设定区域的拖拽操作时,采用拖拽放置输入框替换图片识别框,将拖拽放置输入框提供给用户,如图4所示采用拖拽放置输入框替换图片识别框后的界面呈现示意图。为了方便用户的拖拽,客户端可以在该拖拽放置输入框中显示“请将图片拖至此处”的提示信息,提示用户拖拽操作的图片的放置位置。When the client recognizes the user's drag operation in the set area, it uses the drag and drop input box to replace the image recognition box, and provides the drag and drop input box to the user, as shown in Figure 4, uses the drag and drop input box to replace the image recognition box The interface behind the box presents a schematic diagram. In order to facilitate the user's dragging and dropping, the client may display a prompt message "Please drag the picture here" in the dragging and dropping input box, prompting the user to place the picture to be dragged and dropped.
浏览器基于图片识别框或者拖拽放置输入框获取用户输入的图片后,将用户输入的图片发送到该识图装置,识图装置接收到用户输入的图片后,在确定图片的主题词时,根据所述图片,在图片数据库中查找与所述图片匹配的图片资源相关信息;根据所述图片资源相关信息中每个图片对应的主题词,确定该图片的主题词。After the browser obtains the picture input by the user based on the picture recognition box or the drag-and-drop input box, it sends the picture input by the user to the picture recognition device. After the picture recognition device receives the picture input by the user, when determining the subject words of the picture, According to the picture, look up picture resource related information matching the picture in the picture database; according to the subject word corresponding to each picture in the picture resource related information, determine the subject word of the picture.
该图片资源相关信息包括与该用户输入的图片相同或相似的图片,还包括与该用户输入的图片相关的其他图片,以及包括上述图片的网页等。例如该用户输入的图片为一张苹果的图片,则该图片资源相关信息包括与用户输入的苹果图片完全相同或相似的苹果图片,或者是包括苹果的其他图片等,还可以包括包含有上述用户输入的苹果图片的网页等。The image resource-related information includes images that are the same as or similar to the image input by the user, other images related to the image input by the user, and web pages including the above images. For example, if the picture input by the user is a picture of an apple, the relevant information of the picture resource includes the picture of an apple that is identical or similar to the picture of an apple input by the user, or other pictures of an apple, etc. Enter the page of the apple picture and so on.
具体的,图片数据库可以保存在识图装置中,也可以独立于识图装置存在。在图片数据库中保存有多张图片,并针对每张图片保存有该图片对应的主题词。服务器根据接收到的用户输入的图片,将该图片与图片数据库中的各图片进行匹配,确定与该图片匹配的图片资源相关信息,根据每个图片资源相关信息中每个图片对应的主题词,确定该用户输入的图片的主题词。Specifically, the image database may be stored in the image recognition device, or may exist independently of the image recognition device. A plurality of pictures are stored in the picture database, and a keyword corresponding to the picture is stored for each picture. According to the received picture input by the user, the server matches the picture with each picture in the picture database, determines the relevant information of the picture resource matching the picture, and according to the subject words corresponding to each picture in the relevant information of each picture resource, Determine the keywords of the picture entered by the user.
在进行匹配时,图片数据库中与用户输入的图片相匹配的图片资源相关信息可能包括多个,每个图片资源相关信息中的图片都有与其对应的主题词,在确定用户输入的图片的主题词时,确定与该用户输入的图片相匹配的每个图片资源相关信息中的图片对应的主题词,在该对应的主题词中,统计每个主题词出现的次数,将出现次数最多的主题词作为该用户输入的图片的主题词。When matching, there may be multiple picture resource-related information in the picture database that matches the picture input by the user, and each picture in the picture resource-related information has a corresponding keyword. When determining the theme of the picture input by the user Words, determine the subject words corresponding to the pictures in the relevant information of each picture resource that match the picture input by the user, and count the number of occurrences of each subject word in the corresponding subject terms, and the subject that appears most often word as the subject word of the picture input by the user.
识图装置接收到用户输入的图片后,确定该图片的内容对应的类型时,根据所述图片,在图片数据库中查找与所述图片匹配的图片资源相关信息;根据所述图片资源相关信息中每个图片对应的类型,确定该图片的内容对应的类型。After the picture recognition device receives the picture input by the user, when determining the type corresponding to the content of the picture, according to the picture, search for the picture resource related information matching the picture in the picture database; according to the picture resource related information The type corresponding to each picture determines the type corresponding to the content of the picture.
图片数据库保存有多张图片,并且针对每张图片保存有该图片的内容对应的类型,例如记录该图片为人物、风景、新闻、动物、车辆等等类型。在进行匹配时,图片数据库中与用户输入的图片相匹配的图片资源相关信息可能包括多个,每个图片资源相关信息中的图片都有与其对应的类型,在确定用户输入的图片的内容对应的类型时,确定与该用户输入的图片相匹配的每个图片资源相关信息中的图片对应的类型,在该对应的类型中,统计每个类型出现的次数,将出现次数最多的类型作为该用户输入的图片的内容对应的类型。The picture database stores a plurality of pictures, and stores a type corresponding to the content of the picture for each picture, for example, recording the picture as a person, landscape, news, animal, vehicle, and the like. When matching, there may be multiple image resource-related information in the image database that matches the image input by the user, and the image in each image resource-related information has its corresponding type. type, determine the type corresponding to the picture in the relevant information of each picture resource that matches the picture input by the user, count the number of occurrences of each type in the corresponding type, and use the type with the largest number of occurrences as the type The type corresponding to the content of the picture input by the user.
图5为本发明实施例一提供的基于图片的识图过程示意图,该过程包括以下步骤:FIG. 5 is a schematic diagram of a picture-based image recognition process provided by Embodiment 1 of the present invention. The process includes the following steps:
S501:接收浏览器发送的用户输入的图片。S501: Receive the picture input by the user sent by the browser.
S502:将用户输入的图片与图片数据库中的每个图片进行查找,确定与该图片匹配的图片资源相关信息。S502: Search the picture input by the user with each picture in the picture database, and determine information about picture resources matching the picture.
S503:根据每个图片资源相关信息中每个图片对应的主题词,及每个图片对应的类型,确定该用户输入的图片的主题词及该图片的内容对应的类型。S503: According to the keyword corresponding to each picture and the type corresponding to each picture in the relevant information of each picture resource, determine the keyword of the picture input by the user and the type corresponding to the content of the picture.
S504:根据该类型对应的数据库,判断该数据库保存的词条中是否存在所述主题词,当判断结果为是时,进行步骤S505,否则,进行步骤S506。S504: According to the database corresponding to the type, judge whether the subject word exists in the entry stored in the database, if the judgment result is yes, go to step S505, otherwise, go to step S506.
S505:采用该类型对应的onebox形式展示所述数据库中该词条对应的内容。S505: Display the content corresponding to the entry in the database in a onebox form corresponding to the type.
S506:展示与该图片匹配的图片资源相关信息。S506: Display information about image resources matching the image.
本发明实施例中存在多个数据库,每个数据库中保存有多个词条,每个数据库中的词条归属于一种类型,例如第一数据库中保存有多个人物的词条,第二数据库保存有多处风景的词条,第三数据库保存有多条新闻的词条,第四数据库保存有多种动物的词条,第五数据库保存有多种车辆的词条等等。因为每种类型的词条有自身的特点,因此为了向用户提供详细的识图信息,在本发明实施例中针对每种类型,设置有其对应的onebox形式展示,通过该对应的onebox形式展示展示识图的结果。In the embodiment of the present invention, there are multiple databases, and each database has multiple entries, and the entries in each database belong to one type, for example, the first database contains entries of multiple characters, and the second The database stores entries of multiple landscapes, the third database stores entries of multiple news items, the fourth database stores entries of various animals, the fifth database stores entries of various vehicles, and so on. Because each type of entry has its own characteristics, in order to provide users with detailed image recognition information, in the embodiment of the present invention, for each type, a corresponding onebox form display is provided, through which the corresponding onebox form display Show the results of the image recognition.
确定了用户输入的图片的内容对应的类型后,根据每种类型对应的数据库,判断该数据库保存的词条中是否存在用户输入的图片的主题词,当该数据库保存的词条中存在所述主题词时,采用该类型对应的onebox形式展示数据库中该词条对应的内容。After determining the type corresponding to the content of the picture input by the user, according to the database corresponding to each type, it is judged whether there is a subject word of the picture input by the user in the entry stored in the database. When a subject term is used, the onebox format corresponding to this type is used to display the content corresponding to the term in the database.
具体的,服务器接收到用户输入的图片后,根据该图片,在图片数据库中查找与该图片匹配的图片资源相关信息,并根据查找到的每个图片资源相关信息中每个图片对应的主题词和图片内容对应的类型,确定该图片的主题词为女明星“范某某”,该图片的内容对应的类型为“人物”。Specifically, after the server receives the picture input by the user, it searches the picture database for related information about picture resources that match the picture according to the picture, and uses the keywords corresponding to each picture in the found relevant information of each picture resource For the type corresponding to the content of the picture, it is determined that the subject word of the picture is the female star "Fan XX", and the type corresponding to the content of the picture is "person".
人物类型对应的数据库为知识数据库,例如“360百科”可以作为一种知识数据库。查找知识数据库保存的词条中是否存在主题词“范某某”,当该数据库保存的词条中存在主题词“范某某”时,采用该人物类型对应的onebox形式展示知识数据库中“范某某”词条对应的内容。在onebox形式中展示有对应聚合后的内容。The database corresponding to the character type is a knowledge database, for example, "360 Encyclopedia" can be used as a knowledge database. Find whether there is a subject word "Fan XX" in the entries saved in the knowledge database. So-and-so" entry corresponding content. The corresponding aggregated content is displayed in the onebox form.
人物类型的onebox形式展示包括“个人档案”、“简要介绍”、“个人经历”、“主要作品”、“所获荣誉”、“裸替曝光”、“人物评价”、“蜡像造型”、“戛纳争议”、“人物访谈”等等。在onebox形式展示的“个人档案”中聚合有该人物的档案,点击“个人档案”即可展示相应的档案内容,“简要介绍”中聚合有该人物的介绍信息,点击“简要介绍”即可展示相应的介绍内容等等。上述只是对本发明实施例中onebox形式展示的简单说明,只要采用onebox形式展示即可,对具体的展现形式不进行限定。The onebox display of character types includes "personal file", "brief introduction", "personal experience", "main works", "honors", "naked exposure", "character evaluation", "wax modeling", " Cannes Controversy," "Interviews," and more. In the "Personal Profile" displayed in the form of onebox, the person's profile is aggregated. Click "Personal Profile" to display the corresponding profile content. "Brief Introduction" aggregates the introduction information of the person. Click "Brief Introduction" Display the corresponding introductory content and so on. The above is only a brief description of the onebox display in the embodiment of the present invention, as long as the onebox display is used, the specific display form is not limited.
为了提高识图结果的准确性,在本发明实施例提供的基于图片的识图过程中还包括:In order to improve the accuracy of the map recognition result, the image-based map recognition process provided in the embodiment of the present invention also includes:
根据所述图片,在图片数据库中查找与所述图片匹配的图片资源相关信息;采用onebox形式展示所述图片资源相关信息。According to the picture, search the picture database for the picture resource-related information matching the picture; and display the picture resource-related information in the form of onebox.
具体的,采用onebox形式展示所述图片资源相关信息包括:Specifically, displaying the image resource-related information in the form of onebox includes:
识别图片资源相关信息中与所述图片相同的每个图片的尺寸;identifying the size of each picture that is the same as the picture in the picture resource related information;
确定每个图片的尺寸所在的尺寸范围,将每种尺寸范围的图片分别采用onebox形式展示。Determine the size range of the size of each picture, and display the pictures in each size range in the form of onebox.
在本发明实施例中为了采用onebox形式展示图片的信息,设置有多种尺寸,每种尺寸具有其对应的尺寸范围,多种尺寸例如包括:全部尺寸、大尺寸、中尺寸、小尺寸等等,每种尺寸具有其对应的尺寸范围,例如全部尺寸是包括搜索到的与该图片相同的所有图片的尺寸,大尺寸的尺寸范围为1024*1024~1600*1200,中尺寸的尺寸范围为500*500~1024*1024,小尺寸的尺寸范围为500*500尺寸以下的范围。In the embodiment of the present invention, in order to display the picture information in the form of onebox, multiple sizes are set, and each size has its corresponding size range. The multiple sizes include, for example: all sizes, large sizes, medium sizes, small sizes, etc. , each size has its corresponding size range, for example, all sizes include the size of all the pictures found that are the same as the picture, the size range of the large size is 1024*1024~1600*1200, and the size range of the medium size is 500 *500~1024*1024, the size range of the small size is below the size of 500*500.
在基于图片进行识图时,根据在图片数据库中查找到的与用户输入的图片匹配的图片资源相关信息,识别该图片资源相关信息中每个图片的尺寸,根据设置的每个尺寸范围及识别到的每个图片的尺寸,确定每个图片的尺寸所在的尺寸范围,将每种尺寸范围的图片聚合到一起,采用onebox形式展示每种尺寸范围的图片。When recognizing pictures based on pictures, identify the size of each picture in the picture resource-related information based on the picture resource-related information found in the picture database that matches the picture input by the user. The size of each picture obtained, determine the size range of the size of each picture, aggregate the pictures of each size range, and display the pictures of each size range in the form of onebox.
在另一个实施例中,根据接收到的用户输入的图片,在图片数据库中查找与该图片匹配的图片资源相关信息,识别出与该用户输入的图片相同的图片,并识别每个图片的尺寸,确定了每个图片的尺寸所在的尺寸范围后,将每种尺寸的图片采用onebox形式展示在“全部尺寸”、“大尺寸”、“中尺寸”和“小尺寸”下,在“全部尺寸”、“大尺寸”、“中尺寸”和“小尺寸”下聚合有相应尺寸的与该输入图片相同的图片。另外,为了提高识图的准确性,根据图片数据库中每个图片资源的相关信息的主题词,确定该用户输入的图片的主题词,即最佳猜测“范冰冰”。In another embodiment, according to the received picture input by the user, search the picture database for information related to picture resources matching the picture, identify the same picture as the picture input by the user, and identify the size of each picture , after determining the size range of the size of each picture, the pictures of each size are displayed under "full size", "large size", "medium size" and "small size" in the form of onebox, and under "full size ", "Large Size", "Medium Size" and "Small Size" are aggregated with pictures of the same size as the input picture. In addition, in order to improve the accuracy of image recognition, the keyword of the picture input by the user is determined according to the keyword of the relevant information of each picture resource in the picture database, that is, the best guess "Fan Bingbing".
另外,为了提高识图的全面性,在本发明实施例中服务器还向用户提供有与图片匹配的其他图片资源相关信息,例如与该用户输入的图片相关的图片,包含该图片的网页等等信息。上图只是对本发明实施例的一个简单说明,根据用户输入的图片,本发明实施例可以进行识图操作,并向用户展示相应的识图结果,其中识别到的与该用户输入的图片相同的图片,根据图片的尺寸以onebox形式展示,当数据库中存在与该主题词相同的词条时,以onebox形式展示展示数据库中该词条的内容,另外,本发明实施例中还提供有与该图片相关的其他相关图片,及包含该图片的网页等信息。In addition, in order to improve the comprehensiveness of image recognition, in the embodiment of the present invention, the server also provides the user with information about other image resources that match the image, such as the image related to the image input by the user, the webpage containing the image, etc. information. The above figure is just a brief description of the embodiment of the present invention. According to the picture input by the user, the embodiment of the present invention can perform the picture recognition operation and display the corresponding picture recognition result to the user, among which the identified picture is the same as the picture input by the user. The picture is displayed in onebox form according to the size of the picture. When there is an entry identical to the subject word in the database, the content of the entry in the database is displayed in onebox form. In addition, the embodiment of the present invention also provides a Other related pictures related to the picture, and information such as the web page containing the picture.
图6为本发明实施例提供的一种基于图片的识图装置结构示意图,所述装置包括:Fig. 6 is a schematic structural diagram of an image-based map recognition device provided by an embodiment of the present invention, the device comprising:
接收确定模块61,用于接收用户输入的图片,确定所述图片的主题词及该图片的内容对应的类型;Receiving and determining module 61, used to receive the picture input by the user, and determine the type corresponding to the subject words of the picture and the content of the picture;
判断模块62,用于根据该类型对应的数据库,判断该数据库保存的词条中是否存在所述主题词;Judgment module 62, is used for according to the database corresponding to this type, judges whether described subject word exists in the entry that this database preserves;
展示模块63,用于当判断模块判断该数据库保存的词条中存在所述主题词时,采用该类型对应的onebox形式展示所述数据库中该词条对应的内容。The display module 63 is configured to display the content corresponding to the entry in the database in a onebox form corresponding to the type when the judging module judges that the subject word exists in the entry stored in the database.
所述装置还包括:The device also includes:
图片数据库64,用于保存图片资源相关信息;The picture database 64 is used to save relevant information of picture resources;
所述展示模块63,还用于根据所述图片,在图片数据库中查找与所述图片匹配的图片资源相关信息;采用onebox形式展示所述图片资源相关信息。The presentation module 63 is further configured to search the picture database for relevant information about picture resources matching the picture according to the picture; and to display the relevant information about picture resources in the form of onebox.
所述展示模块63,具体用于识别图片资源相关信息中与所述图片相同的每个图片的尺寸;确定每个图片的尺寸所在的尺寸范围,将每种尺寸范围的图片采用onebox形式展示。The display module 63 is specifically used to identify the size of each picture in the picture resource related information that is the same as the picture; determine the size range of the size of each picture, and display the pictures in each size range in the form of onebox.
所述图片数据库64,具体用于保存图片资源相关信息,并保存每个图片及其对应的主题词;The picture database 64 is specifically used for storing picture resource related information, and storing each picture and its corresponding subject words;
所述接收确定模块61,具体用于根据所述图片,在图片数据库中查找与所述图片匹配的图片资源相关信息;根据所述图片资源相关信息中每个图片对应的主题词,确定该图片的主题词。The receiving determination module 61 is specifically configured to search the picture database for related information about picture resources matching the picture according to the picture; and determine the picture according to the subject words corresponding to each picture in the picture resource related information subject words.
所述图片数据库64,具体用于保存图片资源相关信息,并保存每个图片及其内容对应的类型;The picture database 64 is specifically used to store information about picture resources, and store the type corresponding to each picture and its content;
所述接收确定模块61,具体用于根据所述图片,在图片数据库中查找与所述图片匹配的图片资源相关信息;根据所述图片资源相关信息中每个图片对应的类型,确定该图片的内容对应的类型。The receiving determination module 61 is specifically configured to search the picture database for related information about picture resources matching the picture according to the picture; The corresponding type of content.
所述装置还包括:The device also includes:
知识数据库65,用于保存人物类型的每个词条,及该词条对应的内容。The knowledge database 65 is used to store each entry of the character type and the corresponding content of the entry.
本发明实施例提供了一种基于图片的识图方法及装置,该方法中接收到用户输入的图片后,确定该图片的主题词及该图片的内容对应的类型,当该类型对应的数据库保存的词条中存在该主题词时,采用该类型对应的onebox形式展示数据库中该词条对应的内容。由于本发明实施例中确定图片的主题词,并在数据库保存的词条中存在该主题词时,采用该图片的内容的类型对应的onebox形式展示所述数据库中该词条对应的内容,从而实现基于图片信息的识图方式,扩大了图片识别的适用范围,方便了用户的使用。Embodiments of the present invention provide a picture-based picture recognition method and device. In the method, after receiving a picture input by a user, the subject word of the picture and the type corresponding to the content of the picture are determined. When the type is stored in the database corresponding to When the subject word exists in the entry of , the content corresponding to the entry in the database is displayed in the form of onebox corresponding to this type. Since the subject word of the picture is determined in the embodiment of the present invention, and when the subject term exists in the entry stored in the database, the onebox form corresponding to the type of content of the picture is used to display the content corresponding to the entry in the database, thereby Realize the image recognition method based on image information, expand the scope of application of image recognition, and facilitate the use of users.
在此提供的算法和显示不与任何特定计算机、虚拟系统或者其它设备固有相关。各种通用系统也可以与基于在此的示教一起使用。根据上面的描述,构造这类系统所要求的结构是显而易见的。此外,本发明也不针对任何特定编程语言。应当明白,可以利用各种编程语言实现在此描述的本发明的内容,并且上面对特定语言所做的描述是为了披露本发明的最佳实施方式。The algorithms and displays presented herein are not inherently related to any particular computer, virtual system, or other device. Various generic systems can also be used with the teachings based on this. The structure required to construct such a system is apparent from the above description. Furthermore, the present invention is not specific to any particular programming language. It should be understood that various programming languages can be used to implement the content of the present invention described herein, and the above description of specific languages is for disclosing the best mode of the present invention.
在此处所提供的说明书中,说明了大量具体细节。然而,能够理解,本发明的实施例可以在没有这些具体细节的情况下实践。在一些实例中,并未详细示出公知的方法、结构和技术,以便不模糊对本说明书的理解。In the description provided herein, numerous specific details are set forth. However, it is understood that embodiments of the invention may be practiced without these specific details. In some instances, well-known methods, structures and techniques have not been shown in detail in order not to obscure the understanding of this description.
类似地,应当理解,为了精简本公开并帮助理解各个发明方面中的一个或多个,在上面对本发明的示例性实施例的描述中,本发明的各个特征有时被一起分组到单个实施例、图、或者对其的描述中。然而,并不应将该公开的方法解释成反映如下意图:即所要求保护的本发明要求比在每个权利要求中所明确记载的特征更多的特征。更确切地说,如下面的权利要求书所反映的那样,发明方面在于少于前面公开的单个实施例的所有特征。因此,遵循具体实施方式的权利要求书由此明确地并入该具体实施方式,其中每个权利要求本身都作为本发明的单独实施例。Similarly, it should be appreciated that in the foregoing description of exemplary embodiments of the invention, in order to streamline this disclosure and to facilitate an understanding of one or more of the various inventive aspects, various features of the invention are sometimes grouped together in a single embodiment, figure, or its description. This method of disclosure, however, is not to be interpreted as reflecting an intention that the claimed invention requires more features than are expressly recited in each claim. Rather, as the following claims reflect, inventive aspects lie in less than all features of a single foregoing disclosed embodiment. Thus, the claims following the Detailed Description are hereby expressly incorporated into this Detailed Description, with each claim standing on its own as a separate embodiment of this invention.
本领域那些技术人员可以理解,可以对实施例中的设备中的模块进行自适应性地改变并且把它们设置在与该实施例不同的一个或多个设备中。可以把实施例中的模块或单元或组件组合成一个模块或单元或组件,以及此外可以把它们分成多个子模块或子单元或子组件。除了这样的特征和/或过程或者单元中的至少一些是相互排斥之外,可以采用任何组合对本说明书(包括伴随的权利要求、摘要和附图)中公开的所有特征以及如此公开的任何方法或者设备的所有过程或单元进行组合。除非另外明确陈述,本说明书(包括伴随的权利要求、摘要和附图)中公开的每个特征可以由提供相同、等同或相似目的的替代特征来代替。Those skilled in the art can understand that the modules in the device in the embodiment can be adaptively changed and arranged in one or more devices different from the embodiment. Modules or units or components in the embodiments may be combined into one module or unit or component, and furthermore may be divided into a plurality of sub-modules or sub-units or sub-assemblies. All features disclosed in this specification (including accompanying claims, abstract and drawings) and any method or method so disclosed may be used in any combination, except that at least some of such features and/or processes or units are mutually exclusive. All processes or units of equipment are combined. Each feature disclosed in this specification (including accompanying claims, abstract and drawings) may be replaced by alternative features serving the same, equivalent or similar purpose, unless expressly stated otherwise.
此外,本领域的技术人员能够理解,尽管在此所述的一些实施例包括其它实施例中所包括的某些特征而不是其它特征,但是不同实施例的特征的组合意味着处于本发明的范围之内并且形成不同的实施例。例如,在下面的权利要求书中,所要求保护的实施例的任意之一都可以以任意的组合方式来使用。Furthermore, those skilled in the art will understand that although some embodiments described herein include some features included in other embodiments but not others, combinations of features from different embodiments are meant to be within the scope of the invention. and form different embodiments. For example, in the following claims, any of the claimed embodiments may be used in any combination.
本发明的各个部件实施例可以以硬件实现,或者以在一个或者多个处理器上运行的软件模块实现,或者以它们的组合实现。本领域的技术人员应当理解,可以在实践中使用微处理器或者数字信号处理器(DSP)来实现根据本发明实施例的通过识图装置中的一些或者全部部件的一些或者全部功能。本发明还可以实现为用于执行这里所描述的方法的一部分或者全部的设备或者装置程序(例如,计算机程序和计算机程序产品)。这样的实现本发明的程序可以存储在计算机可读介质上,或者可以具有一个或者多个信号的形式。这样的信号可以从因特网网站上下载得到,或者在载体信号上提供,或者以任何其他形式提供。The various component embodiments of the present invention may be implemented in hardware, or in software modules running on one or more processors, or in a combination thereof. Those skilled in the art should understand that a microprocessor or a digital signal processor (DSP) may be used in practice to implement some or all functions of some or all components in the image recognition device according to the embodiment of the present invention. The present invention can also be implemented as an apparatus or an apparatus program (for example, a computer program and a computer program product) for performing a part or all of the methods described herein. Such a program for realizing the present invention may be stored on a computer-readable medium, or may be in the form of one or more signals. Such a signal may be downloaded from an Internet site, or provided on a carrier signal, or provided in any other form.
应该注意的是上述实施例对本发明进行说明而不是对本发明进行限制,并且本领域技术人员在不脱离所附权利要求的范围的情况下可设计出替换实施例。在权利要求中,不应将位于括号之间的任何参考符号构造成对权利要求的限制。单词“包含”不排除存在未列在权利要求中的元件或步骤。位于元件之前的单词“一”或“一个”不排除存在多个这样的元件。本发明可以借助于包括有若干不同元件的硬件以及借助于适当编程的计算机来实现。在列举了若干装置的单元权利要求中,这些装置中的若干个可以是通过同一个硬件项来具体体现。单词第一、第二、以及第三等的使用不表示任何顺序。可将这些单词解释为名称。It should be noted that the above-mentioned embodiments illustrate rather than limit the invention, and that those skilled in the art will be able to design alternative embodiments without departing from the scope of the appended claims. In the claims, any reference signs placed between parentheses shall not be construed as limiting the claim. The word "comprising" does not exclude the presence of elements or steps not listed in a claim. The word "a" or "an" preceding an element does not exclude the presence of a plurality of such elements. The invention can be implemented by means of hardware comprising several distinct elements, and by means of a suitably programmed computer. In a unit claim enumerating several means, several of these means can be embodied by one and the same item of hardware. The use of the words first, second, and third, etc. does not indicate any order. These words can be interpreted as names.
显然,本领域的技术人员可以对本发明进行各种改动和变型而不脱离本发明的精神和范围。这样,倘若本发明的这些修改和变型属于本发明权利要求及其等同技术的范围之内,则本发明也意图包含这些改动和变型在内。Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalent technologies, the present invention also intends to include these modifications and variations.
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