CN103530313A - Searching method and device of application information - Google Patents
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Abstract
The invention provides a searching method and device of application information. The method includes the steps that a searching request for the application information of a user is generated, wherein the searching request comprises describing information used for reflecting expression of the user; according to corresponding relations between the stored describing information and expression identification, the expression identification corresponding to the describing information in the searching request is obtained, and the application information with information attributes comprising the expression identification is searched for in a data base of the application information. According to the scheme, when the application information is searched for, the searching request comprises the describing information for reflecting the expression of the user, and therefore the application information corresponding to the describing information can be searched for. Usually, relevance exists between generation and use of the application information and the expression. Thus, selectable searching conditions are provided, searching efficiency and pertinence are improved, and requirements for the searching efficiency and the accuracy of the user are met.
Description
Technical Field
The present invention relates to information search technologies, and in particular, to a method and an apparatus for searching application information.
Background
The mobile terminal device (for example, a tablet computer, a mobile phone, a PDA (Personal Digital Assistant), etc.) includes various kinds of application information, taking the mobile phone as an example, the application information is generally set when the mobile phone leaves factory, such as but not limited to a journal application, a music application, a picture application, a short message application, etc., and may also be customized by a user, especially a current popular smart phone, the user may customize his own application according to his own needs and preferences, for example, the user may download and install address book management software developed for an Android phone operating system, such as "friend book address book", "kindergarten address book", "QQ address book", etc., in order to use and manage address book information stored in the mobile phone more conveniently, in a current popular Android (Android) phone operating system, to improve its use experience.
In daily work and life, users often need to access the above-mentioned various application information stored in the database. As time goes by, the types and amounts of application information stored in the database increase accordingly. With the increase of the number of applications, if people are adopted to browse the information in the database one by one to search the required application information, the problems of low searching efficiency and poor pertinence are bound to exist.
In view of the above problems, the prior art generally employs an information search technique for searching for application information in a local database, for example, by using information attributes of the application information. For example, the search is performed by using information attributes such as a file name and a file creation time of the application information.
However, as the application information stored in the database is increasing, the search results are increasing due to the fact that the keywords are determined from limited information attributes contained in the existing application information for searching, and the requirements of the user on the search efficiency and accuracy cannot be met. Therefore, more search conditions are required to be selected, so as to improve the efficiency of search, and the accuracy or pertinence of search results, thereby meeting the requirements of users on search efficiency and precision.
Disclosure of Invention
The invention provides a method and a device for searching application information, which are used for meeting the requirement of realizing searching conditions, thereby improving the searching efficiency and precision.
The invention provides a method for searching application information, which comprises the following steps:
generating a search request of a user for application information, wherein the search request comprises description information used for reflecting the expression of the user;
and acquiring the expression identifier corresponding to the description information in the search request according to the corresponding relation between the stored description information and the expression identifier, and searching the application information of which the information attribute comprises the expression identifier in an application information database according to the expression identifier.
The present invention also provides a device for searching application information, comprising:
the generating module is used for generating a search request of a user for application information, wherein the search request comprises description information used for reflecting the expression of the user;
and the searching module is used for acquiring the expression identifier corresponding to the description information in the searching request according to the corresponding relation between the stored description information and the expression identifier, and searching the application information of which the information attribute comprises the expression identifier in an application information database according to the expression identifier.
By the application information searching method and device provided by the invention, when the application information is searched, the searching request comprises the description information reflecting the expression of the user, so that the application information corresponding to the description information can be searched. Generally, the generation and the use of the application information have certain relevance with the expression, so the invention provides a selectable search condition for the user, and if the user knows certain information attributes of the required application information and also knows the relevant expression when the application information is generated, the probability of hitting the required application information can be improved, namely the efficiency and the pertinence of the search are improved, thereby meeting the requirements of the user on the search efficiency and the precision.
Drawings
Fig. 1 is a flowchart of a first embodiment of a search method of application information of the present invention;
FIG. 2 is a flow diagram of a preferred embodiment for generating expression description information via image capture recognition techniques;
FIG. 3 is a flowchart of a second embodiment of the searching method of application information of the present invention;
FIG. 4 is a flow diagram of a preferred embodiment of generating an expression identifier for application information;
fig. 5 is a block diagram of a first embodiment of an apparatus for searching application information of the present invention;
FIG. 6 is a block diagram of an apparatus for generating emoticon description information;
fig. 7 is a block diagram of a second embodiment of the apparatus for searching application information of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be obtained by a person skilled in the art without inventive effort based on the embodiments of the present invention, are within the scope of the present invention.
The method and the device are mainly applied to searching the application information in the mobile terminal equipment. The mobile terminal device referred to herein includes, but is not limited to, a tablet computer, a mobile phone, a PDA (Personal Digital Assistant), and the like. The mobile terminal device herein is described by taking a mobile phone as an example, and other types of mobile terminals are the same as the mobile phone when implementing the method and apparatus for searching application information of the present invention, which are not repeated herein.
As already discussed in the background section, taking a mobile phone as an example, the mobile phone is generally pre-installed with a plurality of applications such as but not limited to a journal application, a music application, a picture application, a short message application, etc. when the mobile phone leaves a factory, of course, the applications can also be customized by the user, especially the smart phone which is popular at present, and the user can customize the applications according to the needs and preferences of the user. The customized and personalized application referred to herein may be, but is not limited to, software for installing an application required by a user, which is personalized by the user, for example, in an Android (Android) mobile phone operating system, the user may download and install address book management software such as "friend list address book", "kindergarten list address book", and "QQ list address book" to improve the use experience of the user.
The applications are stored in a memory of the mobile phone, where the memory may be a RAM (random access memory) of the mobile phone body or a micro SD Card (MicroSD Card) extended in the mobile phone, and the memory maintains a database, application information managed by each application is stored in the database correspondingly, and the application information is divided into log application information, music application information, picture application information, short message application information, mail application information, event notification application information, and the like according to the application. The information attributes of each piece of application information in the various pieces of application information include the expression identifiers of the user when the corresponding application information is generated. The expression identifier is used to identify the expression of the user when the application generates or stores the relevant data, such as happy, sad, excited, etc. The process of generating the expression identifier in the information attribute of the application information refers to the following description.
Specifically, fig. 1 is a flowchart of a first embodiment of the application information searching method of the present invention, which includes the following steps:
step 1: and generating a search request of the user for the application information, wherein the search request comprises description information for reflecting the expression of the user.
When application information search is needed, a user inputs a search request for needed application information, and if the user knows the expression of the user when the application information is generated, namely the associated expression of the user when the application information is generated, the search request can include description information used for reflecting the expression.
For example, if the user needs to search the log application information generated and stored by the user at the time of the happy event, the user may input a search request including description information reflecting "happy event".
How to generate the description information for reflecting the expression of the user will be explained in detail below.
Step 2: and acquiring the expression identifier corresponding to the description information in the search request according to the corresponding relation between the stored description information and the expression identifier, and searching the application information of which the information attribute comprises the expression identifier in an application information database according to the expression identifier.
The search request is typically responded to and executed by the computer. After a user inputs a search request, in order to facilitate the operation of a computer, the search request input by the user needs to be converted into a computer-recognizable mode.
In actual operation, the corresponding relation between the expression description information and the expression identifier is preset and stored, so that after the description information reflecting the expression of the user is obtained, the expression identifier corresponding to the description information can be easily acquired through the preset and stored corresponding relation. A method for obtaining the expression identifier corresponding to the description information through a preset corresponding relationship is well known to those skilled in the art and will not be described herein again. How to generate the correspondence between the description information and the expression identification will be explained below.
After the expression identifier reflecting the expression of the user is obtained, the expression identifier can be searched in a database storing application information, and all application information, including the expression identifier in the information attribute stored in the database, which is consistent with the expression identifier is target application information. For example, but not limited to, the expression identifier obtained in the search request is searched by comparing the expression identifier with the expression identifier included in the information attribute of the application information, and a specific search method thereof is well known to those skilled in the art and is not described herein again.
Specifically, the application information is stored in the application information database, and as already mentioned above, the application information may be of various types, for example, at least including any one of log application information, music application information, picture application information, short message application information, mail application information, and event reminder application information. The information attributes of the various application information comprise expression identifiers. And the searching module judges whether the expression identifiers included in the information attributes of the application information are consistent with the expression identifiers acquired from the searching request, and if so, the application information to be searched is obtained. How to generate the expression identifiers in the information attribute of the application information will be described in detail below.
For example, a certain picture application information, specifically a picture. When the picture application information is generated, the excited expression of the user is recognized as an expression identifier, which is included in the information attribute of the picture application information. If the user needs to search the picture generated in the exciting expression, the expression description information reflecting the excitation in the input search request is converted into the expression identifier, and the picture is searched by searching in the application information database.
Note that each application information corresponds to one application. Each application maintains a sub-database in the database, and the search request is sent to each application in a broadcast mode to find out whether each sub-database contains application information corresponding to the expression identifier.
The first embodiment of the search method of application information of the present invention is explained in detail above. Of course, in addition to the above steps, the application information search method of the present invention may further include the steps of: generating a search result containing the found application information, wherein the search result can be list information, and can comprise various information attributes of the application information, such as type, name, storage address in a database and the like; the search result is displayed, and the information of the search result can be displayed through a liquid crystal display, a projector and other equipment, so that a user can conveniently know the search result.
By adopting the method, when the application information is searched, the searching request comprises the description information reflecting the expression of the user, so that the application information corresponding to the description information can be searched. Generally, the generation and the use of the application information have certain relevance with the expression, so the invention provides a selectable search condition for the user, and if the user knows certain information attributes of the required application information and also knows the relevant expression when the application information is generated, the probability of hitting the required application information can be improved, namely the efficiency and the pertinence of the search are improved, thereby meeting the requirements of the user on the search efficiency and the precision.
Next, how to generate the description information for reflecting the expression of the user will be explained in detail.
The method comprises the following steps: the facial image of the user can be acquired through an image acquisition technology, the expression information of the user is acquired through an image recognition processing technology according to the facial image, and the expression information is used as the description information. Referring to fig. 2, the first method specifically includes the following steps:
step 101: an image of a user's face is captured.
When the user starts the search function, the user can be guided to collect a facial image, and the facial image is consistent with the expression associated with the application information needing to be searched by the user. For example, the camera may be a camera fixed on the terminal, or may be connected to the terminal through a connection line. Alternatively, the image of the user's face may also be acquired by means of scanning.
Step 102: and identifying the facial image to obtain facial feature information corresponding to the facial image.
Preferably, the face feature information corresponding to the face image can be obtained by identifying and extracting human image feature points, such as eyes, mouth, face shape and the like, from the collected face image of the user through a computer image identification technology.
In the present invention, the facial feature information may be one of the position information of the eyes, the shape information of the eyes, the position information of the mouth, the shape information of the mouth, the position information of the face, and the shape information of the face in the user's face, or may be any combination of the above information. The invention is not so limited.
Step 103: and obtaining expression information corresponding to the facial feature information as description information for reflecting the expression of the user.
For example, a mathematical template, namely a human face emotion feature template, is established in advance by using the principle of biometrics. And performing feature analysis according to a pre-established face emotion feature template and the face feature information obtained in the step 102, and giving a similar value according to an analysis result. Whether the similar value corresponds to a certain expression can be determined through a preset mapping relation between the facial feature information and the expression information, namely, the expression information corresponding to the facial feature information is obtained and is used as description information reflecting the expression of the user.
The preset mapping relationship between the facial feature information and the expression information may be self-contained in the system or self-set by the user. In addition, if the facial feature information obtained at a certain time does not have corresponding expression information in the mapping relationship, preferably, the user may be guided to set expression information corresponding to the facial feature information by himself, a new mapping relationship is generated, and the expression information is used as description information reflecting the expression of the user.
For example, when the user starts the search function, the camera triggers the acquisition function of the camera, the camera acquires a face image which is happy by the user at the moment, facial feature information is extracted from the acquired image by using a computer image recognition technology, and the expression of the user at the moment is determined to be happy by using a preset mapping relation between the facial feature information and the expression information, so that the 'happy' is used as description information in the search request.
The second method comprises the following steps: the picture option selected by the user to reflect the expression of the user can be obtained and used as the description information.
As a preferred embodiment, when the user starts the search function, the user may be guided to select among picture options that have been set in advance and that show various expressions. The preset picture options may be text pictures representing expressions (e.g., happy, sad, excited, etc.), various character combination pictures representing expressions (e.g.,: D, = _ =, O (_ D) O, etc.), and various graphic pictures representing expressions. The user selects one or some specific options in the trigger picture options according to the expression associated with the application information needing to be searched, and the expression information associated with the application information needing to be searched by the user can be obtained according to the trigger operation of the user and is used as the description information in the search request.
The third method comprises the following steps: character information which is input by a user and used for reflecting the expression of the user can be acquired, and the character information is used as the description information.
As a preferred embodiment, the user may be guided to input characters representing a specific expression when the user starts the search function. The character representing a specific expression may be the text content of the expression name (e.g., distraction, injury, excitement), various character combinations representing expressions (e.g.,: D, = _ =, O (andgate) O, etc.), or an identification number corresponding to the expression name (e.g., S001, S002, S003). And the user selects a mode to input the character corresponding to the expression according to the expression associated with the application information needing to be searched by the user, and the character is used as the description information in the search request.
For example, in one search, if the application information to be searched is the application information generated when the expression of the user is happy, the user is happy according to the guide input character, and thus the word is "happy" as the description information in the search request.
In practice, any one of the three methods described above may be adopted, or any combination thereof may be adopted.
It should be understood by those skilled in the art that the generation of the description information reflecting the expression of the user is not limited to the above methods, for example, the description information may be generated by collecting audio data, and the like, and therefore, equivalent alternatives to the above methods and other alternatives can implement the present invention.
Next, how to generate the correspondence between the description information and the expression identification will be explained.
As already discussed above, the emoticon description information in the search request can be converted into an emoticon recognizable by the computer using the correspondence between the description information and the emoticon. Therefore, corresponding to the above-described various ways of generating the description information, what kind of way of generating the description information is adopted requires what kind of corresponding relationship between the description message and the expression identifier, that is, corresponding to the way of generating the actually adopted description information, a unique identifier, that is, an expression identifier is assigned to each description information. The corresponding relation can be carried by the system or set by the user.
For example, when the mobile phone adopts two ways of image capture and character information input to generate the description information in the search request, that is, the mobile phone provides the two ways, and the user can select any one of the two ways to generate the description information in the search request, the corresponding relationship between the description information and the expression identifier can be shown in the following table, for example:
the above table only illustrates, by way of example, the corresponding expression identifiers when three kinds of expression description information, i.e., happy, sad and excited, are obtained in an image acquisition manner or in a character combination input manner. It should be understood by those skilled in the art that the user's expression includes a wide variety, and accordingly, description information reflecting the user's expression may include a wide variety. Furthermore, there are many ways to identify the description information, as long as the description information is identified by a computer-recognizable way.
Next, how to generate the expression identification in the information attribute of the application information will be explained.
As already mentioned above, the application information stored in the database is associated with the user expression when the application information is generated or is post-processed, that is, the expression identifier reflecting the user expression is generated and included in the information attribute of the application information. Therefore, as shown in fig. 3, the second embodiment of the method for searching for application information according to the present invention, in addition to the steps of the first embodiment, further includes, before step 1:
and step 3: the application information database stores a plurality of application information, and the information attribute of each application information comprises a corresponding expression identifier.
As a preferred embodiment, referring to fig. 4, the step 3 may include the steps of:
step 301: and generating description information reflecting the user expression when the application information is generated.
When the application information is generated or processed in the later stage, the user may be guided to generate the description information reflecting the user expression at the time of the generation of the application information.
In this embodiment, the description information reflecting the expression of the user may be generated by the same method as the first to third methods discussed above, and will not be described herein again.
Likewise, it should be understood by those skilled in the art that the generation of the description information reflecting the expression of the user is not limited to the above methods, for example, the description information may be generated by collecting audio data, and the like, and therefore, equivalent alternatives to the above methods and other alternatives can implement the present invention.
Step 302: and acquiring the expression identifier corresponding to the description information according to the corresponding relation between the stored description information and the expression identifier, wherein the expression identifier is included in the information attribute of the application information.
After the description information reflecting the user expression generated when the application information is generated in step 301, the expression identifier corresponding to the description information may be obtained by using the correspondence between the description information and the expression identifier, which has been explained in detail above. In this way, the expression identifier reflecting the expression of the user when the application information is generated can be obtained and stored in the database together with the application information as one of the information attributes of the application information.
The second embodiment of the search method of application information of the present invention has been explained above. By adopting the method, the application information stored in the database is associated with the user expression when being generated or after-processing, and when the application information is searched, the search request comprises the description information reflecting the user expression, so that the application information corresponding to the description information can be searched. Therefore, the invention provides a selectable search condition for the user, and if the user knows certain information attributes of the required application information and also knows the associated expression when the application information is generated, the probability of hitting the required application information can be improved, namely the efficiency and pertinence of the search are improved, thereby meeting the requirements of the user on the search efficiency and precision.
The following will help to better understand the present invention by an example of the storage and searching of chat content when used by the QQ application in the handset.
In the QQ application program in the mobile phone, each piece of chat content of the user is stored in the database as one application information.
When a user chats with the QQ, the user is guided to shoot a facial expression photo of the user every time when the chatting content of the user is saved, the current expression mark is obtained according to the shot facial expression photo, and the current expression mark and the chatting content are stored in the database.
When a user wants to search the chat content at the moment of self-interest, the user searches the stored database and inputs a keyword 'interest' in the search request, so that all the chat content containing the emotion marks representing interest can be found.
Those of ordinary skill in the art will understand that: all or a portion of the steps of implementing the above-described method embodiments may be performed by hardware associated with program instructions. The program may be stored in a computer-readable storage medium. When executed, the program performs steps comprising the method embodiments described above; and the aforementioned storage medium includes: various media that can store program codes, such as ROM, RAM, magnetic or optical disks.
Fig. 5 is a block diagram of a first embodiment of the apparatus for searching application information according to the present invention. As shown in fig. 5, the apparatus for searching application information according to the present invention includes a generating module 10 and a searching module 20.
Specifically, the generating module 10 is configured to generate a search request of a user for application information, where the search request includes description information for reflecting an expression of the user; the search module 20 is configured to obtain an expression identifier corresponding to the description information in the search request according to a correspondence between the stored description information and the expression identifier, and search for application information whose information attribute includes the expression identifier in an application information database according to the expression identifier.
In addition, in order to generate description information reflecting the expression of the user, as shown in fig. 6, the apparatus may further include an image processing module 40, configured to acquire a facial image of the user through an image acquisition technology, acquire expression information of the user through an image recognition processing technology according to the facial image, and send the expression information as the description information to the generation module 10; the system may also include a picture option module 50, configured to provide a picture option for reflecting the expression of the user for the user, obtain the picture option selected by the user, and send the picture option to the generation module 10 as the description information; in addition, the system may also include a character input module 60, configured to acquire character information that is input by the user and used for reflecting the expression of the user, and send the character information to the generation module 10 as the description information. The image processing module 40, the picture option module 50, and the character input module 60 may be optionally included in the apparatus, or may be included in the apparatus in any combination thereof.
Of course, in addition to the above modules, the apparatus for searching application information may further include the following modules: the search result generation module is used for generating a search result containing the searched application information; and the display module is used for displaying the search result.
The functions and operation flows of the above device for searching application information may refer to the foregoing method embodiments, and are not described herein again.
By adopting the device, when the application information is searched, the searching request comprises the description information reflecting the expression of the user, so that the application information corresponding to the description information can be searched. Generally, the generation and the use of the application information have certain relevance with the expression, so the invention provides a selectable search condition for the user, and if the user knows certain information attributes of the required application information and also knows the relevant expression when the application information is generated, the probability of hitting the required application information can be improved, namely the efficiency and the pertinence of the search are improved, thereby meeting the requirements of the user on the search efficiency and the precision.
Fig. 7 is a block diagram of a second embodiment of the apparatus for searching application information according to the present invention. As shown in fig. 7, the application information search device includes a storage module 30 in addition to the modules of the first embodiment.
Specifically, the storage module 30 is configured to store the application information database, where a plurality of pieces of application information are stored in the application information database, and information attributes of each piece of application information include corresponding expression identifiers.
Similarly, the functions and operation flow of the apparatus can also refer to the foregoing method embodiments, and are not described herein again.
By adopting the device, the application information stored in the database is associated with the user expression when being generated or after-processing, and when the application information is searched, the search request comprises the description information reflecting the user expression, so that the application information corresponding to the description information can be searched. Therefore, the invention provides a selectable search condition for the user, and if the user knows certain information attributes of the required application information and also knows the associated expression when the application information is generated, the probability of hitting the required application information can be improved, namely the efficiency and pertinence of the search are improved, thereby meeting the requirements of the user on the search efficiency and precision.
Finally, it should be noted that: the above embodiments are only used to illustrate the technical solution of the present invention, and not to limit the same; while the invention has been described in detail and with reference to the foregoing embodiments, it will be understood by those skilled in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some or all of the technical features may be equivalently replaced; and the modifications or the substitutions do not make the essence of the corresponding technical solutions depart from the scope of the technical solutions of the embodiments of the present invention.
Claims (7)
1. A method for searching application information is characterized by comprising the following steps:
generating a search request of a user for application information, wherein the search request comprises description information used for reflecting the expression of the user;
and acquiring the expression identifier corresponding to the description information in the search request according to the corresponding relation between the stored description information and the expression identifier, and searching the application information of which the information attribute comprises the expression identifier in an application information database according to the expression identifier.
2. The method of claim 1, wherein the description information is obtained by any one or a combination of the following:
acquiring a facial image of the user through an image acquisition technology, acquiring expression information of the user through an image recognition processing technology according to the facial image, and taking the expression information as the description information; or,
acquiring a picture option which is selected by the user and used for reflecting the expression of the user, and taking the picture option as the description information; or,
and acquiring character information which is input by the user and used for reflecting the expression of the user, and taking the character information as the description information.
3. The method of claim 2, wherein the facial image is captured by means of a camera shot or scan.
4. A method according to claim 1, 2 or 3, characterized in that the method further comprises:
the application information database stores a plurality of application information, and the information attribute of each application information comprises a corresponding expression identifier.
5. An apparatus for searching application information, comprising:
the generating module is used for generating a search request of a user for application information, wherein the search request comprises description information used for reflecting the expression of the user;
and the searching module is used for acquiring the expression identifier corresponding to the description information in the searching request according to the corresponding relation between the stored description information and the expression identifier, and searching the application information of which the information attribute comprises the expression identifier in an application information database according to the expression identifier.
6. The apparatus of claim 5, further comprising any one or a combination of:
the image processing module is used for acquiring a facial image of the user through an image acquisition technology, acquiring expression information of the user according to the facial image through an image recognition processing technology, and sending the expression information serving as the description information to the generation module;
the picture option module is used for providing a picture option for reflecting the expression of the user for the user, acquiring the picture option selected by the user, and sending the picture option to the generation module as the description information;
and the character input module is used for acquiring character information which is input by the user and used for reflecting the expression of the user, and sending the character information serving as the description information to the generation module.
7. The apparatus of claim 5 or 6, further comprising:
and the storage module is used for storing the application information database, a plurality of pieces of application information are stored in the application information database, and the information attribute of each piece of application information comprises a corresponding expression identifier.
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Cited By (7)
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CN103823561A (en) * | 2014-02-27 | 2014-05-28 | 广州华多网络科技有限公司 | Expression input method and device |
CN103823561B (en) * | 2014-02-27 | 2017-01-18 | 广州华多网络科技有限公司 | expression input method and device |
CN104598127A (en) * | 2014-12-31 | 2015-05-06 | 广东欧珀移动通信有限公司 | Method and device for inserting emoticon in dialogue interface |
CN104598127B (en) * | 2014-12-31 | 2018-01-26 | 广东欧珀移动通信有限公司 | Method and device for inserting emoticons in dialogue interface |
CN106228145A (en) * | 2016-08-04 | 2016-12-14 | 网易有道信息技术(北京)有限公司 | A kind of facial expression recognizing method and equipment |
CN106228145B (en) * | 2016-08-04 | 2019-09-03 | 网易有道信息技术(北京)有限公司 | A kind of facial expression recognizing method and equipment |
CN106708559A (en) * | 2016-11-15 | 2017-05-24 | 珠海格力电器股份有限公司 | Starting method and device of terminal desktop application |
CN107229707A (en) * | 2017-05-26 | 2017-10-03 | 北京小米移动软件有限公司 | Search for the method and device of image |
CN107229707B (en) * | 2017-05-26 | 2021-12-28 | 北京小米移动软件有限公司 | Method and device for searching image |
CN108804631A (en) * | 2018-05-31 | 2018-11-13 | 北京字节跳动网络技术有限公司 | Emoticon storage method, device, computer readable storage medium and terminal |
CN111639209A (en) * | 2020-05-20 | 2020-09-08 | 广东小天才科技有限公司 | Book content searching method, terminal device and storage medium |
CN111639209B (en) * | 2020-05-20 | 2023-12-22 | 广东小天才科技有限公司 | Book content searching method, terminal equipment and storage medium |
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