技术领域technical field
本发明涉及智能识别技术领域，尤其涉及一种应用显示界面控制方法及移动终端。The invention relates to the field of intelligent identification technology, in particular to an application display interface control method and a mobile terminal.
背景技术Background technique
目前，随着移动通信技术的快速发展，移动终端(如手机等)的使用越来越频繁，已成为人们日常生活中必不可少的电子消费品，用户经常在各种场合各种地点使用移动终端。同时，随着全面屏技术的成熟，全面屏进入量产。对于全面屏手机而言，不仅提升了手机的颜值，还使得手机更加具有科技感，另外，同样机身正面的面积可以容纳更大的屏幕，对于视觉体验有着显著的提升，因此，全面屏手机开始快速推广，并深得用户青睐。At present, with the rapid development of mobile communication technology, mobile terminals (such as mobile phones, etc.) are used more and more frequently, and have become indispensable electronic consumer goods in people's daily life. Users often use mobile terminals in various occasions and places . At the same time, with the maturity of full screen technology, full screens have entered mass production. For a full-screen mobile phone, it not only improves the appearance of the mobile phone, but also makes the mobile phone more technological. In addition, the front area of the same fuselage can accommodate a larger screen, which has significantly improved the visual experience. Therefore, the full-screen The mobile phone began to be popularized rapidly and won the favor of users.
但是，由于前置摄像头、听筒、光传感器等器件是手机必不可少的，需要为这些器件预留一定的位置，市面上推广的一款全面屏手机其主要结构是顶端设置有预设形状的遮挡区域，该遮挡区域俗称“刘海”，该遮挡区域主要用来存放前置摄像头、听筒、光传感器等器件。However, since components such as the front camera, earpiece, and light sensor are essential to the mobile phone, a certain position needs to be reserved for these components. The main structure of a full-screen mobile phone promoted on the market is that the top is provided with a predetermined shape. Blocking area, commonly known as "notch", this blocking area is mainly used to store the front camera, earpiece, light sensor and other components.
针对所有应用而言，现有的应用界面显示方式比较单一，均采用全屏显示的方式控制各应用显示界面的显示，这样移动终端的遮挡区域将对显示界面会产生一定的遮挡，将大大影响用户使用体验。For all applications, the existing application interface display method is relatively single, and the display of each application display interface is controlled by a full-screen display method, so that the occlusion area of the mobile terminal will have a certain occlusion of the display interface, which will greatly affect the user. Use experience.
发明内容Contents of the invention
本发明实施例的目的是提供一种应用显示界面控制方法及移动终端，以解决遮挡区域对显示界面产生遮挡，大大影响用户使用体验的问题。The purpose of the embodiments of the present invention is to provide a method for controlling an application display interface and a mobile terminal, so as to solve the problem that a blocking area blocks a display interface and greatly affects user experience.
为了解决上述技术问题，本发明实施例是这样实现的：In order to solve the above-mentioned technical problems, the embodiment of the present invention is implemented as follows:
第一方面，本发明实施例提供了一种应用显示界面控制方法，应用于具有全面屏的移动终端，且所述全面屏的顶端设置有预设形状的遮挡区域，该方法包括：In the first aspect, an embodiment of the present invention provides a method for controlling an application display interface, which is applied to a mobile terminal with a full screen, and the top of the full screen is provided with a occlusion area of a preset shape, and the method includes:
确定待调至前台运行的目标应用；Determine the target application to be transferred to the foreground;
获取针对所述目标应用的识别结果，其中，所述识别结果为利用显示方式识别模型进行显示方式识别得到的，所述显示方式识别模型为预先利用深度学习方法并基于预设训练样本集训练得到的；Obtaining a recognition result for the target application, wherein the recognition result is obtained by using a display method recognition model for display method recognition, and the display method recognition model is obtained by using a deep learning method in advance and training based on a preset training sample set of;
根据所述识别结果，确定所述目标应用的界面显示方式，其中，所述界面显示方式包括：全屏显示方式和非全屏显示方式，所述非全屏显示方式对应的显示区域位于所述全面屏除所述遮挡区域所在行之外的区域中；According to the recognition result, determine the interface display mode of the target application, wherein the interface display mode includes: a full screen display mode and a non-full screen display mode, and the display area corresponding to the non-full screen display mode is located outside the full screen In the area other than the line where the above-mentioned occluded area is located;
控制所述目标应用调至前台运行并按照确定出的所述界面显示方式显示所述目标应用的显示界面。Controlling the target application to run in the foreground and displaying the display interface of the target application according to the determined interface display mode.
第二方面，本发明实施例提供了一种移动终端，所述移动终端具有全面屏，且所述全面屏的顶端设置有预设形状的遮挡区域，包括：In a second aspect, an embodiment of the present invention provides a mobile terminal, the mobile terminal has a full screen, and the top of the full screen is provided with a occlusion area of a preset shape, including:
目标应用确定模块，用于确定待调至前台运行的目标应用；a target application determining module, configured to determine a target application to be transferred to the foreground;
识别结果获取模块，用于获取针对所述目标应用的识别结果，其中，所述识别结果为利用显示方式识别模型进行显示方式识别得到的，所述显示方式识别模型为预先利用深度学习方法并基于预设训练样本集训练得到的；A recognition result acquisition module, configured to obtain a recognition result for the target application, wherein the recognition result is obtained by using a display mode recognition model to identify a display mode, and the display mode recognition model is based on a deep learning method in advance It is obtained by training with the preset training sample set;
显示方式确定模块，用于根据所述识别结果，确定所述目标应用的界面显示方式，其中，所述界面显示方式包括：全屏显示方式和非全屏显示方式，所述非全屏显示方式对应的显示区域位于所述全面屏除所述遮挡区域所在行之外的区域中；A display mode determining module, configured to determine the interface display mode of the target application according to the recognition result, wherein the interface display mode includes: a full screen display mode and a non-full screen display mode, and the display corresponding to the non-full screen display mode The area is located in an area of the full screen other than the row where the occlusion area is located;
显示界面控制模块，用于控制所述目标应用调至前台运行并按照确定出的所述界面显示方式显示所述目标应用的显示界面。A display interface control module, configured to control the target application to run in the foreground and display the display interface of the target application according to the determined interface display mode.
第三方面，本发明实施例提供了一种移动终端，包括：存储器、处理器及存储在所述存储器上并可在所述处理器上运行的计算机程序，所述计算机程序被所述处理器执行时实现如第一方面所述的应用显示界面控制方法的步骤。In a third aspect, an embodiment of the present invention provides a mobile terminal, including: a memory, a processor, and a computer program stored in the memory and operable on the processor, the computer program being executed by the processor During execution, the steps of the method for controlling an application display interface as described in the first aspect are realized.
第四方面，本发明实施例提供了一种计算机可读存储介质，所述计算机可读存储介质上存储有计算机程序，所述计算机程序被处理器执行时实现如第一方面所述的应用显示界面控制方法的步骤。In a fourth aspect, an embodiment of the present invention provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the application display as described in the first aspect is realized The steps of the interface control method.
本发明实施例中的应用显示界面控制方法及移动终端，确定待调至前台运行的目标应用；获取针对该目标应用利用显示方式识别模型得到的识别结果；根据该识别结果，确定目标应用的界面显示方式；控制目标应用调至前台运行并按照确定出的界面显示方式显示目标应用的显示界面。采用智能识别的方式，在应用调至前台运行之前，确定与该应用相匹配的界面显示方式，实现了待调至前台运行的目标应用的界面显示方式的智能化，无需手动逐一为每个应用设置匹配的界面显示方式，即可使得前台应用的显示界面更符合用户的使用需求，从而提高了用户使用体验。The application display interface control method and the mobile terminal in the embodiment of the present invention determine the target application to be transferred to the foreground to run; obtain the recognition result obtained by using the display mode recognition model for the target application; determine the interface of the target application according to the recognition result Display mode: control the target application to be transferred to the foreground and display the display interface of the target application according to the determined interface display mode. Using intelligent identification, before the application is transferred to the foreground, the interface display method that matches the application is determined, which realizes the intelligentization of the interface display method of the target application to be transferred to the foreground, without manually configuring each application one by one Setting a matching interface display mode can make the display interface of the foreground application more in line with the user's use requirements, thereby improving the user experience.
附图说明Description of drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案，下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍，显而易见地，下面描述中的附图仅仅是本发明中记载的一些实施例，对于本领域普通技术人员来讲，在不付出创造性劳动性的前提下，还可以根据这些附图获得其他的附图。In order to more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only These are some embodiments described in the present invention. Those skilled in the art can also obtain other drawings based on these drawings without any creative effort.
图1为本发明实施例提供的应用显示界面控制方法的第一种流程示意图；FIG. 1 is a schematic flowchart of a first method for controlling an application display interface provided by an embodiment of the present invention;
图2a为本发明实施例提供的按照全屏显示方式显示目标应用的显示界面的效果示意图；Fig. 2a is a schematic diagram showing the effect of displaying the display interface of the target application according to the full-screen display mode provided by the embodiment of the present invention;
图2b为本发明实施例提供的按照非全屏显示方式显示目标应用的显示界面的效果示意图；Fig. 2b is a schematic diagram showing the effect of displaying the display interface of the target application in a non-full-screen display mode according to an embodiment of the present invention;
图3为本发明实施例提供的应用显示界面控制方法的第二种流程示意图；FIG. 3 is a schematic flowchart of a second application display interface control method provided by an embodiment of the present invention;
图4为本发明实施例提供的应用显示界面控制方法的第三种流程示意图；FIG. 4 is a schematic flowchart of a third method for controlling an application display interface provided by an embodiment of the present invention;
图5为本发明实施例提供的移动终端的第一种模块组成示意图；FIG. 5 is a schematic diagram of a first type of module composition of a mobile terminal provided by an embodiment of the present invention;
图6为本发明实施例提供的移动终端的第二种模块组成示意图；FIG. 6 is a schematic diagram of a second type of module composition of a mobile terminal provided by an embodiment of the present invention;
图7为本发明实施例提供的移动终端的结构示意图。FIG. 7 is a schematic structural diagram of a mobile terminal provided by an embodiment of the present invention.
具体实施方式Detailed ways
为了使本技术领域的人员更好地理解本发明中的技术方案，下面将结合本发明实施例中的附图，对本发明实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例仅仅是本发明一部分实施例，而不是全部的实施例。基于本发明中的实施例，本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例，都应当属于本发明保护的范围。In order to enable those skilled in the art to better understand the technical solutions in the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described The embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
本发明实施例提供了一种应用显示界面控制方法及移动终端，采用智能识别的方式，在应用调至前台运行之前，确定与该应用相匹配的界面显示方式，实现了待调至前台运行的目标应用的界面显示方式的智能化，无需手动逐一为每个应用设置匹配的界面显示方式，即可使得前台应用的显示界面更符合用户的使用需求，从而提高了用户使用体验。Embodiments of the present invention provide a method for controlling an application display interface and a mobile terminal. By adopting an intelligent identification method, before the application is transferred to the foreground, the interface display mode matching the application is determined, and the application to be transferred to the foreground is realized. The intelligent interface display mode of the target application does not need to manually set a matching interface display mode for each application one by one, so that the display interface of the foreground application can better meet the user's use needs, thereby improving the user experience.
本发明实施例中，移动终端可以是智能手机、平板电脑等，以智能手机为例，图1为本发明实施例提供的应用显示界面控制方法的第一种流程示意图，该方法应用于具有全面屏的移动终端，且该全面屏的顶端设置有预设形状的遮挡区域，如图1所示，该方法至少包括以下步骤：In the embodiment of the present invention, the mobile terminal can be a smart phone, a tablet computer, etc. Taking a smart phone as an example, Fig. 1 is a schematic flow diagram of the first method for controlling the application display interface provided by the embodiment of the present invention. screen, and the top of the full screen is provided with a preset shape of the shielding area, as shown in Figure 1, the method at least includes the following steps:
S101，确定待调至前台运行的目标应用，具体的，当检测到用户点击某一应用的图标时，则将该应用作为待调至前台运行的目标应用，例如，在检测到用户对资讯类应用的图标的点击操作后，该资讯类应用即为待调至前台运行的目标应用。S101. Determine the target application to be transferred to the foreground. Specifically, when it is detected that the user clicks on an icon of an application, the application is used as the target application to be transferred to the foreground. After the icon of the application is clicked, the information application is the target application to be transferred to the foreground.
S102，获取针对目标应用的识别结果，其中，该识别结果为利用显示方式识别模型进行显示方式识别得到的，该显示方式识别模型为预先利用深度学习方法并基于预设训练样本集训练得到的。S102. Obtain a recognition result for the target application, wherein the recognition result is obtained by using a display method recognition model to identify a display method, and the display method recognition model is obtained by using a deep learning method in advance and training based on a preset training sample set.
S103，根据获取到的识别结果，确定目标应用的界面显示方式，其中，该界面显示方式包括：全屏显示方式和非全屏显示方式，该区域包含预设形状的遮挡区域，该非全屏显示方式对应的显示区域位于全面屏除遮挡区域所在行之外的区域中；例如，结合上述利用显示方式识别模型得到的识别结果，确定资讯类应用在前台运行所需采用的界面显示方式。S103. Determine the interface display mode of the target application according to the obtained recognition result, wherein the interface display mode includes: a full-screen display mode and a non-full-screen display mode. The display area is located in the area of the full screen except the line where the occlusion area is located; for example, in combination with the recognition result obtained by using the display mode recognition model above, determine the interface display mode required for the information application to run in the foreground.
S104，控制目标应用调至前台运行并按照确定出的界面显示方式显示目标应用的显示界面，例如，如果确定出资讯类应用的界面显示方式为非全屏显示方式，则控制资讯类应用的显示界面以非全屏显示方式显示。S104. Control the target application to run in the foreground and display the display interface of the target application according to the determined interface display mode. For example, if it is determined that the interface display mode of the information application is a non-full screen display mode, control the display interface of the information application. Displayed in a non-full-screen display.
在本发明提供的实施例中，确定待调至前台运行的目标应用；获取针对该目标应用利用显示方式识别模型得到的识别结果；根据该识别结果，确定目标应用的界面显示方式；控制目标应用调至前台运行并按照确定出的界面显示方式显示目标应用的显示界面。采用智能识别的方式，在应用调至前台运行之前，确定与该应用相匹配的界面显示方式，实现了待调至前台运行的目标应用的界面显示方式的智能化，无需手动逐一为每个应用设置匹配的界面显示方式，即可使得前台应用的显示界面更符合用户的使用需求，从而提高了用户使用体验。In the embodiment provided by the present invention, the target application to be transferred to the foreground is determined; the recognition result obtained by using the display mode recognition model for the target application is obtained; according to the recognition result, the interface display mode of the target application is determined; the target application is controlled Adjust to the foreground to run and display the display interface of the target application according to the determined interface display mode. Using intelligent identification, before the application is transferred to the foreground, the interface display method that matches the application is determined, which realizes the intelligentization of the interface display method of the target application to be transferred to the foreground, without manually configuring each application one by one Setting a matching interface display mode can make the display interface of the foreground application more in line with the user's use requirements, thereby improving the user experience.
如图2a所示，给出了按照全屏显示方式显示目标应用的显示界面的效果示意图，在图2a中显示方式A表示全屏显示方式，即全屏显示方式对应的显示区域为从第一边界到第二边界之间的区域，此时目标应用的显示界面占据整个全面屏，全面屏的顶端设置的预设形状的遮挡区域将遮挡对应位置处的显示内容，针对某一应用的显示界面而言，如果该显示界面在遮挡区域显示的内容不影响用户正常使用该应用，则可以采用这种全屏显示方式显示目标应用的显示界面。As shown in Figure 2a, a schematic diagram of the effect of displaying the display interface of the target application according to the full-screen display mode is given. In Figure 2a, the display mode A represents the full-screen display mode, that is, the display area corresponding to the full-screen display mode is from the first border to the second border. The area between the two boundaries. At this time, the display interface of the target application occupies the entire full screen. The preset shape of the occlusion area set at the top of the full screen will block the display content at the corresponding position. For the display interface of an application, If the content displayed on the display interface in the shielded area does not affect the user's normal use of the application, the display interface of the target application may be displayed in this full-screen display manner.
如图2b所示，给出了按照非全屏显示方式显示目标应用的显示界面的效果示意图，在图2b中显示方式B表示非全屏显示方式，即非全屏显示方式对应的显示区域位于从第三边界到第二边界之间的区域中，其中，第一边界到第三边界之间的区域即为遮挡区域所在行对应的区域，此时目标应用的显示界面未占据整个全面屏，全面屏的顶端设置的预设形状的遮挡区域所在行不显示该应用的显示界面，相较于全屏显示方式，根据遮挡区域的尺寸整体压缩该应用的显示界面，这样遮挡区域不会对应用的显示界面的内容产生遮挡，针对某一应用的显示界面而言，如果该显示界面在遮挡区域显示的内容影响用户正常使用该应用，则可以采用这种非全屏显示方式显示目标应用的显示界面，例如，对于资讯类应用而言，显示界面的顶端会显示一关键词搜索框，如果采用全屏显示方式显示该应用的显示界面，此时将对关键词搜索框产生一定的遮挡，降低了用户使用体验。As shown in Figure 2b, a schematic diagram of the effect of displaying the display interface of the target application in a non-full-screen display mode is given. In the area between the border and the second border, the area between the first border and the third border is the area corresponding to the line where the occlusion area is located. At this time, the display interface of the target application does not occupy the entire full screen, and the full screen The row of the occlusion area of the preset shape set at the top does not display the display interface of the application. Compared with the full-screen display method, the display interface of the application is compressed according to the size of the occlusion area as a whole, so that the occlusion area will not affect the display interface of the application. The content is blocked. For the display interface of an application, if the content displayed on the display interface in the blocked area affects the normal use of the application by the user, this non-full-screen display method can be used to display the display interface of the target application. For example, for For information applications, a keyword search box will be displayed on the top of the display interface. If the display interface of the application is displayed in a full-screen display mode, the keyword search box will be blocked to a certain extent, which reduces the user experience.
其中，用户在使用移动终端的过程中，用户在操控哪个应用时采用哪种界面显示方式，能够直接反映出用户对该应用的界面显示方式的使用偏好，因此，为每个移动终端记录其应用界面显示日志，该应用界面显示日志能够准确地反映出用户对任一应用的界面显示方式的使用偏好，进而，在目标应用调至前台之前，结合该应用界面显示日志，能够智能识别出与待调至前台运行的目标应用相匹配的界面显示方式，这样无需用户手动进行界面显示方式的设置。Among them, in the process of using the mobile terminal, which interface display mode the user uses when manipulating which application can directly reflect the user's preference for using the interface display mode of the application. Therefore, for each mobile terminal, record its application The interface display log, the application interface display log can accurately reflect the user's preference for the interface display mode of any application, and then, before the target application is transferred to the foreground, combined with the application interface display log, it can intelligently identify the Adjust the interface display mode that matches the target application running in the foreground, so that the user does not need to manually set the interface display mode.
具体的，为了能够实现智能地为待调至前台运行的目标应用匹配相应的界面显示方式，上述方法还包括：Specifically, in order to intelligently match the corresponding interface display mode for the target application to be transferred to the foreground, the above method further includes:
针对每个应用，记录该应用的第一应用界面显示日志，其中，该第一应用界面显示日志包括：在用户使用移动终端的过程中形成的应用的名称和该应用所采用的界面显示方式之间的对应关系；For each application, the first application interface display log of the application is recorded, wherein the first application interface display log includes: the name of the application formed during the user's use of the mobile terminal and the interface display method adopted by the application Correspondence between;
将上述第一应用界面显示日志作为第一训练样本集(即不考虑当前使用场景时的预设训练样本集)。The log displayed on the first application interface is used as the first training sample set (ie, the preset training sample set when the current usage scenario is not considered).
其中，可以由云服务器或移动终端通过如下方式训练得到第一识别模型(即不考虑当前使用场景时的显示方式识别模型)，具体为：Among them, the first recognition model (that is, the display mode recognition model when the current use scene is not considered) can be obtained by training the cloud server or the mobile terminal in the following manner, specifically:
获取移动终端的第一训练样本集，其中，该第一训练样本集包括多个模型训练样本，每个模型训练样本表示应用的名称和该应用所采用的界面显示方式之间的对应关系；Obtaining a first training sample set of the mobile terminal, wherein the first training sample set includes a plurality of model training samples, and each model training sample represents the correspondence between the name of the application and the interface display mode adopted by the application;
采用深度学习方法并基于第一训练样本集，训练得到第一识别模型。A first recognition model is obtained through training using a deep learning method and based on the first training sample set.
接下来，将待调至前台运行的目标应用的名称输入至第一识别模型中，即可自动进行界面显示方式的识别，输出相应的识别结果，进而确定与该目标应用相匹配的界面显示方式。Next, input the name of the target application to be transferred to the foreground into the first recognition model, and then automatically identify the interface display mode, output the corresponding recognition results, and then determine the interface display mode that matches the target application .
进一步的，考虑到针对同一目标应用，用户在不同的时间段或位于不同的地点，操控该目标应用所采用的界面显示方式不同。为了提高界面显示方式智能匹配的准确度，在确定目标应用匹配的界面显示方式的过程中，引入当前使用场景，因此，用于训练识别模型的训练样本中也应包含使用场景这一因素，基于此，上述方法还包括：Further, considering that for the same target application, the user operates the target application in different time periods or in different locations, the interface display methods adopted for manipulating the target application are different. In order to improve the accuracy of intelligent matching of the interface display mode, the current usage scenario is introduced in the process of determining the interface display mode matched by the target application. Therefore, the training samples used to train the recognition model should also include the factor of the usage scenario, based on Therefore, the above method also includes:
针对每个应用，记录该应用的第二应用界面显示日志，其中，该第二应用界面显示日志包括：在用户使用移动终端的过程中形成的应用的名称、当前使用场景和该应用所采用的界面显示方式三者之间的对应关系；For each application, the second application interface display log of the application is recorded, wherein the second application interface display log includes: the name of the application formed during the user's use of the mobile terminal, the current use scene, and the application adopted by the application. Correspondence between the three interface display methods;
将上述第二应用界面显示日志作为第二训练样本集(即考虑当前使用场景时的预设训练样本集)。The above-mentioned second application interface display log is used as the second training sample set (ie, the preset training sample set when considering the current usage scenario).
同样的，可以由云服务器或移动终端通过如下方式训练得到第二识别模型(即考虑当前使用场景时的显示方式识别模型)，具体为：Similarly, the second recognition model (that is, the display mode recognition model when considering the current use scene) can be obtained by training the cloud server or the mobile terminal in the following manner, specifically:
获取移动终端的第二训练样本集，其中，该第二训练样本集包括多个模型训练样本，每个模型训练样本表示应用的名称、使用场景和该应用所采用的界面显示方式之间的对应关系三者之间的对应关系；Acquiring a second training sample set of the mobile terminal, wherein the second training sample set includes a plurality of model training samples, and each model training sample represents the correspondence between the name of the application, the usage scenario, and the interface display mode adopted by the application Correspondence among the three;
采用深度学习方法并基于第二训练样本集，训练得到第二识别模型。A second recognition model is obtained through training using a deep learning method and based on the second training sample set.
接下来，将待调至前台运行的目标应用的名称输入至第二识别模型中，即可自动进行界面显示方式的识别，输出相应的识别结果，进而确定与该目标应用相匹配的界面显示方式，由于引入了当前使用场景，因此，确定出的界面显示方式的准确度更高，更具有针对性，具体的，上述预设训练样本集包括：应用名称、使用场景以及该应用的界面显示方式三者之间的对应关系；Next, input the name of the target application to be transferred to the foreground into the second recognition model to automatically identify the interface display mode, output the corresponding recognition results, and then determine the interface display mode that matches the target application , due to the introduction of the current usage scenario, the determined interface display method is more accurate and more targeted. Specifically, the above preset training sample set includes: application name, usage scenario, and interface display method of the application Correspondence between the three;
如图3所示，上述S102获取针对目标应用的识别结果，具体包括：As shown in FIG. 3, the above S102 obtains the recognition result for the target application, specifically including:
S1021，获取移动终端的当前使用场景，其中，该当前使用场景包括：时间信息和位置信息中的至少一种；S1021. Acquire a current usage scenario of the mobile terminal, where the current usage scenario includes: at least one of time information and location information;
S1022，获取基于上述当前使用场景针对目标应用的识别结果，其中，该识别结果为利用上述第二识别模型进行显示方式识别得到的。S1022. Acquire a recognition result for the target application based on the above-mentioned current usage scenario, where the recognition result is obtained by using the above-mentioned second recognition model to recognize a display mode.
其中，获取到识别结果后，需要确定界面显示方式，具体的，上述S103根据获取到的识别结果，确定目标应用的界面显示方式，具体包括：Wherein, after the recognition result is obtained, the interface display mode needs to be determined. Specifically, the above S103 determines the interface display mode of the target application according to the obtained recognition result, specifically including:
根据获取到的识别结果中各界面显示方式对应的推荐概率，确定目标应用的界面显示方式。According to the recommendation probabilities corresponding to each interface display mode in the obtained recognition results, the interface display mode of the target application is determined.
其中，上述识别结果包括各界面显示方式的推荐概率，由于引入了当前使用场景，针对同一目标应用且当前使用场景不同的情况，得到的识别结果可能不同，可以将推荐概率最大值对应的界面显示方式作为待调至前台运行的目标应用的界面显示方式，因此，在不同使用场景下，针对同一目标应用，确定出的与该目标应用相匹配的界面显示方式可能不同，使得智能识别界面显示方式的识别结果更加准确，更加具有针对性。Among them, the above recognition results include the recommendation probability of each interface display mode. Due to the introduction of the current usage scenario, the recognition results obtained for the same target application and different current usage scenarios may be different, and the interface corresponding to the maximum value of the recommendation probability can be displayed. The mode is used as the interface display mode of the target application to be transferred to the foreground. Therefore, in different usage scenarios, for the same target application, the determined interface display mode matching the target application may be different, so that the intelligent identification interface display mode The recognition results are more accurate and more targeted.
进一步的，考虑到针对某一应用而言，用户最新一次操控该应用时所采用的界面显示方式，在一定程度上能够准确地反映出用户对该应用的界面显示方式的使用偏好，为了提高目标应用的界面显示方式识别的准确度，基于此，上述根据获取到的识别结果中各界面显示方式对应的推荐概率，确定目标应用的界面显示方式，具体包括：Further, considering that for a certain application, the interface display mode used by the user when manipulating the application last time can accurately reflect the user's preference for using the interface display mode of the application to a certain extent, in order to improve the target Based on the accuracy of the identification of the interface display mode of the application, the interface display mode of the target application is determined according to the recommendation probability corresponding to each interface display mode in the obtained recognition results, specifically including:
判断推荐概率最大值对应的界面显示方式是否与目标应用的前一次界面显示方式一致，其中，该前一次界面显示方式是指用户最新操控目标应用所使用的界面显示方式；Judging whether the interface display mode corresponding to the maximum value of the recommendation probability is consistent with the previous interface display mode of the target application, wherein the previous interface display mode refers to the interface display mode used by the user to manipulate the target application latest;
若是，则将推荐概率最大值对应的界面显示方式，确定为目标应用的界面显示方式；If so, the interface display mode corresponding to the maximum value of the recommendation probability is determined as the interface display mode of the target application;
若否且推荐概率最大值大于预设阈值，则将推荐概率最大值对应的界面显示方式，确定为目标应用的界面显示方式；If not and the maximum value of the recommendation probability is greater than the preset threshold, the interface display mode corresponding to the maximum value of the recommendation probability is determined as the interface display mode of the target application;
若否且推荐概率最大值不大于预设阈值，则将目标应用的前一次界面显示方式，确定为目标应用的界面显示方式，也就是说，针对推荐概率最大值对应的界面显示方式与目标应用的前一次界面显示方式不一致的情况，只有推荐概率最大值超过预设阈值，才选用确定出的界面显示方式，否则，选用前一次界面显示方式。If not and the maximum value of the recommendation probability is not greater than the preset threshold, then the previous interface display mode of the target application is determined as the interface display mode of the target application, that is to say, the interface display mode corresponding to the maximum value of the recommendation probability is the same as that of the target application If the previous interface display mode is inconsistent, the determined interface display mode will be selected only if the maximum value of the recommended probability exceeds the preset threshold, otherwise, the previous interface display mode will be selected.
进一步的，考虑到针对默认按照全屏显示方式显示各应用显示界面的情况，如果确定出界面显示方式为非全屏显示方式，需要进行显示分辨率的调整，因此，确定出目标应用的界面显示方式后，按照该界面显示方式显示目标应用的显示界面过程，具体为，如图4所示，上述S104控制目标应用调至前台运行并按照确定出的界面显示方式显示目标应用的显示界面，具体包括：Further, considering that the display interface of each application is displayed in a full-screen display mode by default, if the interface display mode is determined to be a non-full-screen display mode, the display resolution needs to be adjusted. Therefore, after determining the interface display mode of the target application , according to the interface display mode to display the display interface process of the target application, specifically, as shown in Figure 4, the above S104 controls the target application to be transferred to the foreground to run and displays the display interface of the target application according to the determined interface display mode, specifically including:
S1041，判断确定出的界面显示方式是否为非全屏显示方式；S1041, judging whether the determined interface display mode is a non-full screen display mode;
若是，则执行S1042，根据全面屏在垂直方向上的尺寸和遮挡区域在垂直方向上的尺寸，确定移动终端的显示分辨率，其中，该垂直方向为显示分辨率中垂直像素所在方向(即图2a中第一边界与第二边界的垂线方向)。If so, execute S1042 to determine the display resolution of the mobile terminal according to the size of the full screen in the vertical direction and the size of the occluded area in the vertical direction, wherein the vertical direction is the direction in which the vertical pixels in the display resolution are located (that is, the vertical direction in FIG. 2a in the direction of the vertical line between the first boundary and the second boundary).
具体的，上述显示分辨率的数值是指移动终端所有可视面积上水平像素和垂直像素的数量，在非全屏显示方式下移动终端的水平像素的数量和在全屏显示方式下移动终端的水平像素的数量相同，即为a0，而在非全屏显示方式下移动终端的垂直像素的数量通过如下公式确定：Specifically, the above numerical value of display resolution refers to the number of horizontal pixels and vertical pixels on all visible areas of the mobile terminal, the number of horizontal pixels of the mobile terminal in non-full-screen display mode and the number of horizontal pixels of the mobile terminal in full-screen display mode. The number of is the same, that is, a0 , and the number of vertical pixels of the mobile terminal is determined by the following formula in the non-full-screen display mode:
其中，b表示在非全屏显示方式下移动终端的垂直像素的数量，y表示全面屏在垂直方向上的尺寸，β表示遮挡区域在垂直方向上的尺寸，b0表示在全屏显示方式下移动终端的垂直像素的数量。Among them, b represents the number of vertical pixels of the mobile terminal in non-full-screen display mode, y represents the vertical size of the full screen, β represents the vertical size of the occlusion area, and b0 represents the mobile terminal in full-screen display mode The number of vertical pixels.
针对非全屏显示方式而言，移动终端的显示分辨率为a0×b，而针对全屏显示方式而言，移动终端的显示分辨率为a0×b0。For the non-full-screen display mode, the display resolution of the mobile terminal is a0 ×b, and for the full-screen display mode, the display resolution of the mobile terminal is a0 ×b0 .
S1043，控制目标应用调至前台运行并根据确定出的显示分辨率，显示目标应用的显示界面；此时，全面屏的顶端设置的预设形状的遮挡区域所在行不显示该目标应用的显示界面，为了提高移动终端的显示美观度，以及充分利用遮挡区域所在行两侧的显示区域，因此，可以控制遮挡区域的两侧显示预设信息，例如，电量、当前时间、网络状况等常用信息。S1043, controlling the target application to run in the foreground and displaying the display interface of the target application according to the determined display resolution; at this time, the row where the preset-shaped occlusion area set at the top of the full screen is located does not display the display interface of the target application , in order to improve the display aesthetics of the mobile terminal and make full use of the display areas on both sides of the row where the occluded area is located, it is possible to control the display of preset information on both sides of the occluded area, such as common information such as battery power, current time, and network status.
若否，则执行S1044，控制目标应用调至前台运行并根据默认显示分辨率，显示目标应用的显示界面，其中，该默认显示分辨率为在全屏显示方式下移动终端的显示分辨率。If not, execute S1044 to control the target application to run in the foreground and display the display interface of the target application according to the default display resolution, wherein the default display resolution is the display resolution of the mobile terminal in the full-screen display mode.
进一步的，为了提高界面显示方式的识别准确度，基于此，上述S104控制目标应用调至前台运行并按照确定出的界面显示方式显示目标应用的显示界面之后，还包括：Further, in order to improve the recognition accuracy of the interface display mode, based on this, after the above S104 controls the target application to be transferred to the foreground and displays the display interface of the target application according to the determined interface display mode, it also includes:
判断在预设时间内是否接收到用户针对预设提示信息的确认信息，其中，该预设提示信息为用于提示用户确认满意当前界面显示方式的信息；Judging whether confirmation information from the user for the preset prompt information is received within the preset time, wherein the preset prompt information is information used to prompt the user to confirm that he is satisfied with the current interface display mode;
若接收到，根据目标应用的名称和确定出的界面显示方式之间的对应关系，更新预设训练样本集(即第一训练样本集)。If received, update the preset training sample set (that is, the first training sample set) according to the corresponding relationship between the name of the target application and the determined interface display manner.
同样的，针对引入当前使用场景的情况而言，上述根据目标应用的名称和确定出的界面显示方式之间的对应关系，更新预设训练样本集，具体包括：Similarly, for the introduction of the current usage scenario, the above-mentioned corresponding relationship between the name of the target application and the determined interface display mode is used to update the preset training sample set, specifically including:
根据目标应用的名称、当前使用场景和确定出的界面显示方式三者之间的对应关系，更新预设训练样本集(即第二训练样本集)。The preset training sample set (ie, the second training sample set) is updated according to the corresponding relationship between the name of the target application, the current usage scenario, and the determined interface display manner.
进一步的，为了保证用户能够自主调整任一前台应用的界面显示方式，在本发明提供的实施例中还提供了一种手动调整界面显示方式的实现方式，具体为：Further, in order to ensure that the user can independently adjust the interface display mode of any foreground application, an implementation mode for manually adjusting the interface display mode is also provided in the embodiment provided by the present invention, specifically:
接收用户的触控操作，根据与该触控操作对应的界面显示方式，调整正在前台运行的前台应用的显示界面，其中，该触控操作用于指示变更当前使用的界面显示方式。A user's touch operation is received, and the display interface of the foreground application running in the foreground is adjusted according to the interface display mode corresponding to the touch operation, wherein the touch operation is used to instruct to change the currently used interface display mode.
另外，为了保证用户能够自主选择待调至前台运行的目标应用的界面显示方式，在本发明提供的实施例中还提供了一种用户选取界面显示方式的实现方式，具体为：In addition, in order to ensure that the user can independently select the interface display mode of the target application to be transferred to the foreground, the embodiment provided by the present invention also provides an implementation method for the user to select the interface display mode, specifically:
确定待调至前台运行的目标应用，并在显示屏上显示一用于指示用户选择界面显示方式的提示信息，即在显示屏上显示多个显示方式备选项，以便用户可以根据实际需求选择希望目标应用所采用的界面显示方式；Determine the target application to be transferred to the foreground, and display a prompt message on the display screen to instruct the user to choose the interface display mode, that is, display multiple display mode options on the display screen, so that the user can choose the desired one according to actual needs. The interface display mode adopted by the target application;
将与接收到的用户的选项操作对应的界面显示方式确定为目标应用的界面显示方式。The interface display mode corresponding to the received user's option operation is determined as the interface display mode of the target application.
其中，用户对任一前台应用的界面显示方式进行调整的操作，能够直接反映出用户对该前台应用的界面显示方式的使用偏好，为了提高目标应用的界面显示方式识别的准确度，基于此，上述方法还包括：Among them, the user's operation to adjust the interface display mode of any foreground application can directly reflect the user's preference for using the interface display mode of the foreground application. In order to improve the accuracy of the identification of the interface display mode of the target application, based on this, The above method also includes:
在接收到用户的触控操作后，根据与该触控操作对应的界面显示方式，调整正在前台运行的前台应用的显示界面，其中，该触控操作用于指示变更当前使用的界面显示方式；After receiving the user's touch operation, adjust the display interface of the foreground application running in the foreground according to the interface display mode corresponding to the touch operation, wherein the touch operation is used to instruct to change the currently used interface display mode;
根据前台应用的名称和调整后的界面显示方式之间的对应关系，更新预设训练样本集(即第一训练样本集)。According to the corresponding relationship between the name of the foreground application and the adjusted interface display mode, the preset training sample set (ie, the first training sample set) is updated.
同样的，针对引入当前使用场景的情况而言，上述根据所述前台应用的名称和调整后的界面显示方式之间的对应关系，更新所述预设训练样本集，具体包括：Similarly, for the introduction of the current usage scenario, the aforementioned preset training sample set is updated according to the corresponding relationship between the name of the foreground application and the adjusted interface display mode, specifically including:
根据前台应用的名称、当前使用场景和调整后的界面显示方式三者之间的对应关系，更新预设训练样本集(即第二训练样本集)。The preset training sample set (ie, the second training sample set) is updated according to the corresponding relationship between the name of the foreground application, the current usage scene, and the adjusted interface display mode.
在本发明提供的实施例中，通过记录每一次用户参与操作后得到的应用名称与界面显示方式之间的对应关系，均作为模型训练样本来更新预设训练样本集，该模型训练样本更加能够准确地反映出用户对该应用的界面显示方式的使用偏好，以便基于更新后的训练样本集，重新进行显示方式识别模型训练，得到新的显示方式识别模型；由于更新后的训练样本集为不断补充用户参与操作后的应用名称与界面显示方式之间的对应关系，这样使得训练得到的显示方式识别模型更加符合用户的界面显示方式设置偏好，进一步提高了界面显示方式识别的准确度。In the embodiment provided by the present invention, by recording the corresponding relationship between the application name and the interface display mode obtained after each user participates in the operation, they are all used as model training samples to update the preset training sample set, and the model training samples are more capable. Accurately reflect the user's preference for the interface display mode of the application, so that based on the updated training sample set, the display mode recognition model training can be re-trained to obtain a new display mode recognition model; since the updated training sample set is continuously The corresponding relationship between the application name and the interface display mode after the user participates in the operation is supplemented, so that the trained display mode recognition model is more in line with the user's interface display mode setting preference, and the accuracy of the interface display mode recognition is further improved.
本发明实施例中的应用显示界面控制方法，确定待调至前台运行的目标应用；获取针对该目标应用利用显示方式识别模型得到的识别结果；根据该识别结果，确定目标应用的界面显示方式；控制目标应用调至前台运行并按照确定出的界面显示方式显示目标应用的显示界面。采用智能识别的方式，在应用调至前台运行之前，确定与该应用相匹配的界面显示方式，实现了待调至前台运行的目标应用的界面显示方式的智能化，无需手动逐一为每个应用设置匹配的界面显示方式，即可使得前台应用的显示界面更符合用户的使用需求，从而提高了用户使用体验。The application display interface control method in the embodiment of the present invention determines the target application to be transferred to the foreground; obtains the recognition result obtained by using the display mode recognition model for the target application; and determines the interface display mode of the target application according to the recognition result; Controlling the target application to run in the foreground and displaying the display interface of the target application according to the determined interface display mode. Using intelligent identification, before the application is transferred to the foreground, the interface display method that matches the application is determined, which realizes the intelligentization of the interface display method of the target application to be transferred to the foreground, without manually configuring each application one by one Setting a matching interface display mode can make the display interface of the foreground application more in line with the user's use requirements, thereby improving the user experience.
对应上述实施例提供的应用显示界面控制方法，基于相同的技术构思，本发明实施例还提供了一种移动终端，图5为本发明实施例提供的移动终端的第一种模块组成示意图，该移动终端用于执行图1至图4描述的应用显示界面控制方法，如图5所示，该移动终端包括：Corresponding to the application display interface control method provided in the above-mentioned embodiments, based on the same technical concept, the embodiment of the present invention also provides a mobile terminal. FIG. 5 is a schematic diagram of the first module composition of the mobile terminal provided in the embodiment of the present invention. The mobile terminal is used to execute the application display interface control method described in FIGS. 1 to 4. As shown in FIG. 5, the mobile terminal includes:
目标应用确定模块501，用于确定待调至前台运行的目标应用；A target application determining module 501, configured to determine a target application to be transferred to the foreground;
识别结果获取模块502，用于获取针对所述目标应用的识别结果，其中，所述识别结果为利用显示方式识别模型进行显示方式识别得到的，所述显示方式识别模型为预先利用深度学习方法并基于预设训练样本集训练得到的；The recognition result acquisition module 502 is configured to obtain a recognition result for the target application, wherein the recognition result is obtained by using a display mode recognition model for display mode recognition, and the display mode recognition model is pre-used by using a deep learning method and Trained based on the preset training sample set;
显示方式确定模块503，用于根据所述识别结果，确定所述目标应用的界面显示方式，其中，所述界面显示方式包括：全屏显示方式和非全屏显示方式，所述非全屏显示方式对应的显示区域位于所述全面屏除所述遮挡区域所在行之外的区域中；The display mode determination module 503 is configured to determine the interface display mode of the target application according to the recognition result, wherein the interface display mode includes: a full screen display mode and a non-full screen display mode, and the non-full screen display mode corresponds to The display area is located in an area of the full screen other than the row where the occlusion area is located;
显示界面控制模块504，用于控制所述目标应用调至前台运行并按照确定出的所述界面显示方式显示所述目标应用的显示界面。The display interface control module 504 is configured to control the target application to run in the foreground and display the display interface of the target application according to the determined interface display mode.
可选地，所述预设训练样本集包括：应用名称、使用场景以及该应用的界面显示方式三者之间的对应关系；Optionally, the preset training sample set includes: the corresponding relationship between the application name, the usage scenario and the interface display mode of the application;
所述识别结果获取模块502，具体用于：The recognition result acquisition module 502 is specifically used for:
获取所述移动终端的当前使用场景，其中，所述当前使用场景包括：时间信息和位置信息中的至少一种；Acquiring a current usage scenario of the mobile terminal, wherein the current usage scenario includes: at least one of time information and location information;
获取基于所述当前使用场景针对所述目标应用的识别结果。Obtain a recognition result for the target application based on the current usage scenario.
可选地，所述显示方式确定模块503，具体用于：Optionally, the display mode determining module 503 is specifically configured to:
根据所述识别结果中各界面显示方式对应的推荐概率，确定所述目标应用的界面显示方式。The interface display mode of the target application is determined according to the recommendation probability corresponding to each interface display mode in the recognition result.
可选地，所述显示方式确定模块503，进一步具体用于：Optionally, the display mode determining module 503 is further specifically configured to:
判断推荐概率最大值对应的界面显示方式是否与所述目标应用的前一次界面显示方式一致；Judging whether the interface display mode corresponding to the maximum value of the recommendation probability is consistent with the previous interface display mode of the target application;
若是，则将推荐概率最大值对应的界面显示方式，确定为所述目标应用的界面显示方式；If so, the interface display mode corresponding to the maximum value of the recommendation probability is determined as the interface display mode of the target application;
若否且推荐概率最大值大于预设阈值，则将推荐概率最大值对应的界面显示方式，确定为所述目标应用的界面显示方式；If not and the maximum value of the recommendation probability is greater than the preset threshold, the interface display mode corresponding to the maximum value of the recommendation probability is determined as the interface display mode of the target application;
若否且推荐概率最大值不大于预设阈值，则将所述目标应用的前一次界面显示方式，确定为所述目标应用的界面显示方式。If not and the maximum value of the recommendation probability is not greater than the preset threshold, the previous interface display mode of the target application is determined as the interface display mode of the target application.
可选地，所述显示界面控制模块504，具体用于：Optionally, the display interface control module 504 is specifically configured to:
若确定出的所述界面显示方式为非全屏显示方式，则根据所述全面屏在垂直方向上的尺寸和所述遮挡区域在垂直方向上的尺寸，确定所述移动终端的显示分辨率，其中，所述垂直方向为显示分辨率中垂直像素所在方向；If the determined interface display mode is a non-full screen display mode, then determine the display resolution of the mobile terminal according to the size of the full screen in the vertical direction and the size of the occluded area in the vertical direction, wherein , the vertical direction is the direction where the vertical pixels are located in the display resolution;
根据所述显示分辨率，显示所述目标应用的显示界面。According to the display resolution, display the display interface of the target application.
可选地，如图6所示，所述移动终端还包括：Optionally, as shown in FIG. 6, the mobile terminal further includes:
第一样本集更新模块505，用于在控制所述目标应用调至前台运行并按照确定出的所述界面显示方式显示所述目标应用的显示界面之后，判断在预设时间内是否接收到用户针对预设提示信息的确认信息，其中，所述预设提示信息为用于提示用户确认满意当前界面显示方式的信息；若接收到，根据所述目标应用的名称和确定出的所述界面显示方式之间的对应关系，更新所述预设训练样本集。The first sample set updating module 505 is configured to determine whether the target application is received within a preset time after controlling the target application to be transferred to the foreground and displaying the display interface of the target application according to the determined interface display mode. The user's confirmation information for the preset prompt information, wherein the preset prompt information is information used to prompt the user to confirm that he is satisfied with the current interface display mode; if received, according to the name of the target application and the determined interface The corresponding relationship between display modes is updated to update the preset training sample set.
可选地，所述移动终端还包括：Optionally, the mobile terminal also includes:
第二样本集更新模块506，用于在接收到用户的触控操作后，根据与该触控操作对应的界面显示方式，调整正在前台运行的前台应用的显示界面，其中，所述触控操作用于指示变更当前使用的界面显示方式；根据所述前台应用的名称和调整后的界面显示方式之间的对应关系，更新所述预设训练样本集。The second sample set updating module 506 is configured to adjust the display interface of the foreground application running in the foreground according to the interface display mode corresponding to the touch operation after receiving the user's touch operation, wherein the touch operation It is used to indicate to change the currently used interface display mode; according to the corresponding relationship between the name of the foreground application and the adjusted interface display mode, the preset training sample set is updated.
本发明实施例中的移动终端，确定待调至前台运行的目标应用；获取针对该目标应用利用显示方式识别模型得到的识别结果；根据该识别结果，确定目标应用的界面显示方式；控制目标应用调至前台运行并按照确定出的界面显示方式显示目标应用的显示界面。采用智能识别的方式，在应用调至前台运行之前，确定与该应用相匹配的界面显示方式，实现了待调至前台运行的目标应用的界面显示方式的智能化，无需手动逐一为每个应用设置匹配的界面显示方式，即可使得前台应用的显示界面更符合用户的使用需求，从而提高了用户使用体验。The mobile terminal in the embodiment of the present invention determines the target application to be transferred to the foreground; obtains the recognition result obtained by using the display mode recognition model for the target application; determines the interface display mode of the target application according to the recognition result; controls the target application Adjust to the foreground to run and display the display interface of the target application according to the determined interface display mode. Using intelligent identification, before the application is transferred to the foreground, the interface display method that matches the application is determined, which realizes the intelligentization of the interface display method of the target application to be transferred to the foreground, without manually configuring each application one by one Setting a matching interface display mode can make the display interface of the foreground application more in line with the user's use requirements, thereby improving the user experience.
本发明实施例提供的移动终端能够实现上述应用显示界面控制方法对应的实施例中的各个过程，为避免重复，这里不再赘述。The mobile terminal provided by the embodiment of the present invention can implement each process in the embodiment corresponding to the above method for controlling the application display interface. To avoid repetition, details are not described here.
对应上述实施例提供的应用显示界面控制方法，基于相同的技术构思，本发明实施例还提供了一种移动终端，该设备用于执行上述的应用显示界面控制方法，图7为实现本发明各个实施例的一种移动终端的硬件结构示意图，图7所示的移动终端100包括但不限于：射频单元101、网络模块102、音频输出单元103、输入单元104、传感器105、显示单元106、用户输入单元107、接口单元108、存储器109、处理器110、以及电源111等部件。本领域技术人员可以理解，图7中示出的移动终端结构并不构成对移动终端的限定，移动终端可以包括比图示更多或更少的部件，或者组合某些部件，或者不同的部件布置。在本发明实施例中，移动终端包括但不限于手机、平板电脑、笔记本电脑、掌上电脑、车载终端、可穿戴设备、以及计步器等。Corresponding to the application display interface control method provided in the above-mentioned embodiments, based on the same technical concept, the embodiment of the present invention also provides a mobile terminal, which is used to execute the above-mentioned application display interface control method. A schematic diagram of the hardware structure of a mobile terminal according to an embodiment. The mobile terminal 100 shown in FIG. Input unit 107 , interface unit 108 , memory 109 , processor 110 , power supply 111 and other components. Those skilled in the art can understand that the structure of the mobile terminal shown in FIG. 7 does not constitute a limitation on the mobile terminal, and the mobile terminal may include more or less components than shown in the figure, or combine some components, or different components layout. In the embodiment of the present invention, the mobile terminal includes, but is not limited to, a mobile phone, a tablet computer, a notebook computer, a palmtop computer, a vehicle-mounted terminal, a wearable device, and a pedometer.
其中，处理器110，用于确定待调至前台运行的目标应用；Wherein, the processor 110 is configured to determine the target application to be transferred to the foreground;
获取针对所述目标应用的识别结果，其中，所述识别结果为利用显示方式识别模型进行显示方式识别得到的，所述显示方式识别模型为预先利用深度学习方法并基于预设训练样本集训练得到的；Obtaining a recognition result for the target application, wherein the recognition result is obtained by using a display method recognition model for display method recognition, and the display method recognition model is obtained by using a deep learning method in advance and training based on a preset training sample set of;
根据所述识别结果，确定所述目标应用的界面显示方式，其中，所述界面显示方式包括：全屏显示方式和非全屏显示方式，所述非全屏显示方式对应的显示区域位于所述全面屏除所述遮挡区域所在行之外的区域中；According to the recognition result, determine the interface display mode of the target application, wherein the interface display mode includes: a full screen display mode and a non-full screen display mode, and the display area corresponding to the non-full screen display mode is located outside the full screen In the area other than the line where the above-mentioned occluded area is located;
控制所述目标应用调至前台运行并按照确定出的所述界面显示方式显示所述目标应用的显示界面。Controlling the target application to run in the foreground and displaying the display interface of the target application according to the determined interface display mode.
在本发明提供的实施例中，采用智能识别的方式，在应用调至前台运行之前，确定与该应用相匹配的界面显示方式，实现了待调至前台运行的目标应用的界面显示方式的智能化，无需手动逐一为每个应用设置匹配的界面显示方式，即可使得前台应用的显示界面更符合用户的使用需求，从而提高了用户使用体验。In the embodiment provided by the present invention, the method of intelligent recognition is adopted to determine the interface display mode matching the application before the application is transferred to the foreground to realize the intelligence of the interface display mode of the target application to be transferred to the foreground. The display interface of the foreground application can be more in line with the user's needs, thereby improving the user's experience.
其中，处理器110，具体用于：Wherein, the processor 110 is specifically used for:
所述预设训练样本集包括：应用名称、使用场景以及该应用的界面显示方式三者之间的对应关系；The preset training sample set includes: the corresponding relationship between the application name, the use scene and the interface display mode of the application;
所述获取针对所述目标应用的识别结果，包括：The acquiring the recognition result for the target application includes:
获取所述移动终端的当前使用场景，其中，所述当前使用场景包括：时间信息和位置信息中的至少一种；Acquiring a current usage scenario of the mobile terminal, wherein the current usage scenario includes: at least one of time information and location information;
获取基于所述当前使用场景针对所述目标应用的识别结果。Obtain a recognition result for the target application based on the current usage scenario.
其中，处理器110，具体用于：Wherein, the processor 110 is specifically used for:
所述根据所述识别结果，确定所述目标应用的界面显示方式，包括：The determining the interface display mode of the target application according to the identification result includes:
根据所述识别结果中各界面显示方式对应的推荐概率，确定所述目标应用的界面显示方式。The interface display manner of the target application is determined according to the recommendation probability corresponding to each interface display manner in the recognition result.
其中，处理器110，具体用于：Wherein, the processor 110 is specifically used for:
所述根据所述识别结果中各界面显示方式对应的推荐概率，确定所述目标应用的界面显示方式，包括：The determining the interface display mode of the target application according to the recommendation probability corresponding to each interface display mode in the recognition result includes:
判断推荐概率最大值对应的界面显示方式是否与所述目标应用的前一次界面显示方式一致；Judging whether the interface display mode corresponding to the maximum value of the recommendation probability is consistent with the previous interface display mode of the target application;
若是，则将推荐概率最大值对应的界面显示方式，确定为所述目标应用的界面显示方式；If so, the interface display mode corresponding to the maximum value of the recommendation probability is determined as the interface display mode of the target application;
若否且推荐概率最大值大于预设阈值，则将推荐概率最大值对应的界面显示方式，确定为所述目标应用的界面显示方式；If not and the maximum value of the recommendation probability is greater than the preset threshold, the interface display mode corresponding to the maximum value of the recommendation probability is determined as the interface display mode of the target application;
若否且推荐概率最大值不大于预设阈值，则将所述目标应用的前一次界面显示方式，确定为所述目标应用的界面显示方式。If not and the maximum value of the recommendation probability is not greater than the preset threshold, the previous interface display mode of the target application is determined as the interface display mode of the target application.
其中，处理器110，具体用于：Wherein, the processor 110 is specifically used for:
所述按照确定出的所述界面显示方式显示所述目标应用的显示界面，包括：The displaying the display interface of the target application according to the determined interface display manner includes:
若确定出的所述界面显示方式为非全屏显示方式，则根据所述全面屏在垂直方向上的尺寸和所述遮挡区域在垂直方向上的尺寸，确定所述移动终端的显示分辨率，其中，所述垂直方向为显示分辨率中垂直像素所在方向；If the determined interface display mode is a non-full screen display mode, then determine the display resolution of the mobile terminal according to the size of the full screen in the vertical direction and the size of the occluded area in the vertical direction, wherein , the vertical direction is the direction where the vertical pixels are located in the display resolution;
根据所述显示分辨率，显示所述目标应用的显示界面。According to the display resolution, display the display interface of the target application.
其中，处理器110，还用于：Wherein, the processor 110 is also used for:
在控制所述目标应用调至前台运行并按照确定出的所述界面显示方式显示所述目标应用的显示界面之后，判断在预设时间内是否接收到用户针对预设提示信息的确认信息，其中，所述预设提示信息为用于提示用户确认满意当前界面显示方式的信息；After controlling the target application to run in the foreground and displaying the display interface of the target application according to the determined interface display mode, it is judged whether confirmation information from the user for preset prompt information is received within a preset time, wherein , the preset prompt information is information used to prompt the user to confirm that he is satisfied with the current interface display mode;
若接收到，根据所述目标应用的名称和确定出的所述界面显示方式之间的对应关系，更新所述预设训练样本集。If received, the preset training sample set is updated according to the corresponding relationship between the name of the target application and the determined interface display manner.
其中，处理器110，还用于：Wherein, the processor 110 is also used for:
在接收到用户的触控操作后，根据与该触控操作对应的界面显示方式，调整正在前台运行的前台应用的显示界面，其中，所述触控操作用于指示变更当前使用的界面显示方式；After receiving the user's touch operation, adjust the display interface of the foreground application running in the foreground according to the interface display mode corresponding to the touch operation, wherein the touch operation is used to indicate to change the currently used interface display mode ;
根据所述前台应用的名称和调整后的界面显示方式之间的对应关系，更新所述预设训练样本集。The preset training sample set is updated according to the corresponding relationship between the name of the foreground application and the adjusted interface display manner.
本发明实施例中的移动终端100，确定待调至前台运行的目标应用；获取针对该目标应用利用显示方式识别模型得到的识别结果；根据该识别结果，确定目标应用的界面显示方式；控制目标应用调至前台运行并按照确定出的界面显示方式显示目标应用的显示界面。采用智能识别的方式，在应用调至前台运行之前，确定与该应用相匹配的界面显示方式，实现了待调至前台运行的目标应用的界面显示方式的智能化，无需手动逐一为每个应用设置匹配的界面显示方式，即可使得前台应用的显示界面更符合用户的使用需求，从而提高了用户使用体验。The mobile terminal 100 in the embodiment of the present invention determines the target application to be transferred to the foreground; obtains the recognition result obtained by using the display mode recognition model for the target application; determines the interface display mode of the target application according to the recognition result; controls the target The application is transferred to the foreground to run and displays the display interface of the target application according to the determined interface display mode. Using intelligent identification, before the application is transferred to the foreground, the interface display method that matches the application is determined, which realizes the intelligentization of the interface display method of the target application to be transferred to the foreground, without manually configuring each application one by one Setting a matching interface display mode can make the display interface of the foreground application more in line with the user's use requirements, thereby improving the user experience.
需要说明的是，本发明实施例提供的移动终端100能够实现上述应用显示界面控制方法实施例中移动终端实现的各个过程，为避免重复，这里不再赘述。It should be noted that the mobile terminal 100 provided by the embodiment of the present invention can implement various processes implemented by the mobile terminal in the above embodiment of the method for controlling the application display interface. To avoid repetition, details are not repeated here.
应理解的是，本发明实施例中，射频单元101可用于收发信息或通话过程中，信号的接收和发送，具体的，将来自基站的下行数据接收后，给处理器110处理；另外，将上行的数据发送给基站。通常，射频单元101包括但不限于天线、至少一个放大器、收发信机、耦合器、低噪声放大器、双工器等。此外，射频单元101还可以通过无线通信系统与网络和其他设备通信。It should be understood that, in the embodiment of the present invention, the radio frequency unit 101 can be used for receiving and sending signals during sending and receiving information or during a call. Specifically, after receiving the downlink data from the base station, the processor 110 processes it; Uplink data is sent to the base station. Generally, the radio frequency unit 101 includes, but is not limited to, an antenna, at least one amplifier, a transceiver, a coupler, a low noise amplifier, a duplexer, and the like. In addition, the radio frequency unit 101 can also communicate with the network and other devices through a wireless communication system.
移动终端通过网络模块102为用户提供了无线的宽带互联网访问，如帮助用户收发电子邮件、浏览网页和访问流式媒体等。The mobile terminal provides users with wireless broadband Internet access through the network module 102, such as helping users send and receive emails, browse web pages, and access streaming media.
音频输出单元103可以将射频单元101或网络模块102接收的或者在存储器109中存储的音频数据转换成音频信号并且输出为声音。而且，音频输出单元103还可以提供与移动终端100执行的特定功能相关的音频输出(例如，呼叫信号接收声音、消息接收声音等等)。音频输出单元103包括扬声器、蜂鸣器以及受话器等。The audio output unit 103 may convert audio data received by the radio frequency unit 101 or the network module 102 or stored in the memory 109 into an audio signal and output as sound. Also, the audio output unit 103 can also provide audio output related to a specific function performed by the mobile terminal 100 (eg, call signal reception sound, message reception sound, etc.). The audio output unit 103 includes a speaker, a buzzer, a receiver, and the like.
输入单元104用于接收音频或视频信号。输入单元104可以包括图形处理器(Graphics Processing Unit，GPU)1041和麦克风1042，图形处理器1041对在视频捕获模式或图像捕获模式中由图像捕获装置(如摄像头)获得的静态图片或视频的图像数据进行处理。处理后的图像帧可以显示在显示单元106上。经图形处理器1041处理后的图像帧可以存储在存储器109(或其它存储介质)中或者经由射频单元101或网络模块102进行发送。麦克风1042可以接收声音，并且能够将这样的声音处理为音频数据。处理后的音频数据可以在电话通话模式的情况下转换为可经由射频单元101发送到移动通信基站的格式输出。The input unit 104 is used to receive audio or video signals. The input unit 104 may include a graphics processing unit (Graphics Processing Unit, GPU) 1041 and a microphone 1042, and the graphics processing unit 1041 is used for still pictures or video images obtained by an image capture device (such as a camera) in a video capture mode or an image capture mode. The data is processed. The processed image frames may be displayed on the display unit 106 . The image frames processed by the graphics processor 1041 may be stored in the memory 109 (or other storage media) or sent via the radio frequency unit 101 or the network module 102 . The microphone 1042 can receive sound and can process such sound into audio data. The processed audio data can be converted into a format that can be sent to a mobile communication base station via the radio frequency unit 101 for output in the case of a phone call mode.
移动终端100还包括至少一种传感器105，比如光传感器、运动传感器以及其他传感器。具体地，光传感器包括环境光传感器及接近传感器，其中，环境光传感器可根据环境光线的明暗来调节显示面板1061的亮度，接近传感器可在移动终端100移动到耳边时，关闭显示面板1061和/或背光。作为运动传感器的一种，加速计传感器可检测各个方向上(一般为三轴)加速度的大小，静止时可检测出重力的大小及方向，可用于识别移动终端姿态(比如横竖屏切换、相关游戏、磁力计姿态校准)、振动识别相关功能(比如计步器、敲击)等；传感器105还可以包括指纹传感器、压力传感器、虹膜传感器、分子传感器、陀螺仪、气压计、湿度计、温度计、红外线传感器等，在此不再赘述。The mobile terminal 100 also includes at least one sensor 105, such as a light sensor, a motion sensor, and other sensors. Specifically, the light sensor includes an ambient light sensor and a proximity sensor, wherein the ambient light sensor can adjust the brightness of the display panel 1061 according to the brightness of the ambient light, and the proximity sensor can turn off the display panel 1061 and the display panel 1061 when the mobile terminal 100 moves to the ear / or backlighting. As a kind of motion sensor, the accelerometer sensor can detect the magnitude of acceleration in various directions (generally three axes), and can detect the magnitude and direction of gravity when it is still, and can be used to identify the posture of mobile terminals (such as horizontal and vertical screen switching, related games, etc.) , magnetometer posture calibration), vibration recognition-related functions (such as pedometer, knocking), etc.; the sensor 105 can also include fingerprint sensors, pressure sensors, iris sensors, molecular sensors, gyroscopes, barometers, hygrometers, thermometers, Infrared sensors, etc., will not be repeated here.
显示单元106用于显示由用户输入的信息或提供给用户的信息。显示单元106可包括显示面板1061，可以采用液晶显示器(Liquid Crystal Display，LCD)、有机发光二极管(Organic Light-Emitting Diode,OLED)等形式来配置显示面板1061。The display unit 106 is used to display information input by the user or information provided to the user. The display unit 106 may include a display panel 1061, and the display panel 1061 may be configured in the form of a liquid crystal display (Liquid Crystal Display, LCD), an organic light-emitting diode (Organic Light-Emitting Diode, OLED), or the like.
用户输入单元107可用于接收输入的数字或字符信息，以及产生与移动终端的用户设置以及功能控制有关的键信号输入。具体地，用户输入单元107包括触控面板1071以及其他输入设备1072。触控面板1071，也称为触摸屏，可收集用户在其上或附近的触摸操作(比如用户使用手指、触笔等任何适合的物体或附件在触控面板1071上或在触控面板1071附近的操作)。触控面板1071可包括触摸检测装置和触摸控制器两个部分。其中，触摸检测装置检测用户的触摸方位，并检测触摸操作带来的信号，将信号传送给触摸控制器；触摸控制器从触摸检测装置上接收触摸信息，并将它转换成触点坐标，再送给处理器110，接收处理器110发来的命令并加以执行。此外，可以采用电阻式、电容式、红外线以及表面声波等多种类型实现触控面板1071。除了触控面板1071，用户输入单元107还可以包括其他输入设备1072。具体地，其他输入设备1072可以包括但不限于物理键盘、功能键(比如音量控制按键、开关按键等)、轨迹球、鼠标、操作杆，在此不再赘述。The user input unit 107 can be used to receive input numbers or character information, and generate key signal input related to user settings and function control of the mobile terminal. Specifically, the user input unit 107 includes a touch panel 1071 and other input devices 1072 . The touch panel 1071, also referred to as a touch screen, can collect touch operations of the user on or near it (for example, the user uses any suitable object or accessory such as a finger or a stylus on the touch panel 1071 or near the touch panel 1071). operate). The touch panel 1071 may include two parts, a touch detection device and a touch controller. Among them, the touch detection device detects the user's touch orientation, and detects the signal brought by the touch operation, and transmits the signal to the touch controller; the touch controller receives the touch information from the touch detection device, converts it into contact coordinates, and sends it to the For the processor 110, receive the command sent by the processor 110 and execute it. In addition, the touch panel 1071 can be implemented in various types such as resistive, capacitive, infrared, and surface acoustic wave. In addition to the touch panel 1071 , the user input unit 107 may also include other input devices 1072 . Specifically, other input devices 1072 may include, but are not limited to, physical keyboards, function keys (such as volume control keys, switch keys, etc.), trackballs, mice, and joysticks, which will not be repeated here.
进一步的，触控面板1071可覆盖在显示面板1061上，当触控面板1071检测到在其上或附近的触摸操作后，传送给处理器110以确定触摸事件的类型，随后处理器110根据触摸事件的类型在显示面板1061上提供相应的视觉输出。虽然在图7中，触控面板1071与显示面板1061是作为两个独立的部件来实现移动终端的输入和输出功能，但是在某些实施例中，可以将触控面板1071与显示面板1061集成而实现移动终端的输入和输出功能，具体此处不做限定。Further, the touch panel 1071 can be covered on the display panel 1061, and when the touch panel 1071 detects a touch operation on or near it, it will be sent to the processor 110 to determine the type of the touch event, and then the processor 110 can The type of event provides a corresponding visual output on the display panel 1061 . Although in FIG. 7, the touch panel 1071 and the display panel 1061 are used as two independent components to realize the input and output functions of the mobile terminal, in some embodiments, the touch panel 1071 and the display panel 1061 can be integrated. The implementation of the input and output functions of the mobile terminal is not specifically limited here.
接口单元108为外部装置与移动终端100连接的接口。例如，外部装置可以包括有线或无线头戴式耳机端口、外部电源(或电池充电器)端口、有线或无线数据端口、存储卡端口、用于连接具有识别模块的装置的端口、音频输入/输出(I/O)端口、视频I/O端口、耳机端口等等。接口单元108可以用于接收来自外部装置的输入(例如，数据信息、电力等等)并且将接收到的输入传输到移动终端100内的一个或多个元件或者可以用于在移动终端100和外部装置之间传输数据。The interface unit 108 is an interface for connecting an external device to the mobile terminal 100 . For example, an external device may include a wired or wireless headset port, an external power (or battery charger) port, a wired or wireless data port, a memory card port, a port for connecting a device with an identification module, audio input/output (I/O) ports, video I/O ports, headphone ports, and more. The interface unit 108 can be used to receive input from an external device (for example, data information, power, etc.) transfer data between devices.
存储器109可用于存储软件程序以及各种数据。存储器109可主要包括存储程序区和存储数据区，其中，存储程序区可存储操作系统、至少一个功能所需的应用程序(比如声音播放功能、图像播放功能等)等；存储数据区可存储根据手机的使用所创建的数据(比如音频数据、电话本等)等。此外，存储器109可以包括高速随机存取存储器，还可以包括非易失性存储器，例如至少一个磁盘存储器件、闪存器件、或其他易失性固态存储器件。The memory 109 can be used to store software programs as well as various data. The memory 109 can mainly include a program storage area and a data storage area, wherein the program storage area can store an operating system, at least one application program required by a function (such as a sound playback function, an image playback function, etc.) etc.; Data created by the use of mobile phones (such as audio data, phonebook, etc.), etc. In addition, the memory 109 may include a high-speed random access memory, and may also include a non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid-state storage devices.
处理器110是移动终端的控制中心，利用各种接口和线路连接整个移动终端的各个部分，通过运行或执行存储在存储器109内的软件程序和/或模块，以及调用存储在存储器109内的数据，执行移动终端的各种功能和处理数据，从而对移动终端进行整体监控。处理器110可包括一个或多个处理单元；优选的，处理器110可集成应用处理器和调制解调处理器，其中，应用处理器主要处理操作系统、用户界面和应用程序等，调制解调处理器主要处理无线通信。可以理解的是，上述调制解调处理器也可以不集成到处理器110中。The processor 110 is the control center of the mobile terminal, and uses various interfaces and lines to connect various parts of the entire mobile terminal, by running or executing software programs and/or modules stored in the memory 109, and calling data stored in the memory 109 , execute various functions of the mobile terminal and process data, so as to monitor the mobile terminal as a whole. The processor 110 may include one or more processing units; preferably, the processor 110 may integrate an application processor and a modem processor, wherein the application processor mainly processes the operating system, user interface and application programs, etc., and the modem The processor mainly handles wireless communication. It can be understood that the foregoing modem processor may not be integrated into the processor 110 .
移动终端100还可以包括给各个部件供电的电源111(比如电池)，优选的，电源111可以通过电源管理系统与处理器110逻辑相连，从而通过电源管理系统实现管理充电、放电、以及功耗管理等功能。The mobile terminal 100 can also include a power supply 111 (such as a battery) for supplying power to various components. Preferably, the power supply 111 can be logically connected to the processor 110 through a power management system, so as to manage charging, discharging, and power consumption through the power management system. and other functions.
另外，移动终端100包括一些未示出的功能模块，在此不再赘述。In addition, the mobile terminal 100 includes some functional modules not shown, which will not be repeated here.
优选的，本发明实施例还提供一种移动终端，包括处理器110，存储器109，存储在存储器109上并可在所述处理器110上运行的计算机程序，该计算机程序被处理器110执行时实现上述应用显示界面控制方法实施例的各个过程，且能达到相同的技术效果，为避免重复，这里不再赘述。Preferably, the embodiment of the present invention also provides a mobile terminal, including a processor 110, a memory 109, a computer program stored in the memory 109 and operable on the processor 110, when the computer program is executed by the processor 110 The various processes of the above embodiment of the method for controlling the application display interface can be realized and the same technical effect can be achieved. To avoid repetition, details are not repeated here.
进一步地，对应上述实施例提供的应用显示界面控制方法，本发明实施例还提供一种计算机可读存储介质，该计算机可读存储介质上存储有计算机程序，该计算机程序被处理器110执行时实现如上述应用显示界面控制方法实施例的各步骤，且能达到相同的技术效果，为避免重复，这里不再赘述。其中，所述的计算机可读存储介质，如只读存储器(Read-Only Memory，简称ROM)、随机存取存储器(Random Access Memory，简称RAM)、磁碟或者光盘等。Further, corresponding to the method for controlling the application display interface provided in the foregoing embodiments, the embodiments of the present invention further provide a computer-readable storage medium, on which a computer program is stored, and when the computer program is executed by the processor 110 The steps of the above embodiment of the application display interface control method are implemented and the same technical effect can be achieved. To avoid repetition, details are not repeated here. Wherein, the computer-readable storage medium is, for example, a read-only memory (Read-Only Memory, ROM for short), a random access memory (Random Access Memory, RAM for short), a magnetic disk or an optical disk, and the like.
本领域内的技术人员应明白，本发明的实施例可提供为方法、系统、或计算机程序产品。因此，本发明可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且，本发明可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器、CD-ROM、光学存储器等)上实施的计算机程序产品的形式。Those skilled in the art should understand that the embodiments of the present invention may be provided as methods, systems, or computer program products. Accordingly, the present invention can take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein.
本发明是参照根据本发明实施例的方法、设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器，使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It should be understood that each procedure and/or block in the flowchart and/or block diagram, and a combination of procedures and/or blocks in the flowchart and/or block diagram can be realized by computer program instructions. These computer program instructions may be provided to a general purpose computer, special purpose computer, embedded processor, or processor of other programmable data processing equipment to produce a machine such that the instructions executed by the processor of the computer or other programmable data processing equipment produce a An apparatus for realizing the functions specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中，使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品，该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing apparatus to operate in a specific manner, such that the instructions stored in the computer-readable memory produce an article of manufacture comprising instruction means, the instructions The device realizes the function specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上，使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理，从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions can also be loaded onto a computer or other programmable data processing device, causing a series of operational steps to be performed on the computer or other programmable device to produce a computer-implemented process, thereby The instructions provide steps for implementing the functions specified in the flow chart or blocks of the flowchart and/or the block or blocks of the block diagrams.
在一个典型的配置中，计算设备包括一个或多个处理器(CPU)、输入/输出接口、网络接口和内存。In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
内存可能包括计算机可读介质中的非永久性存储器，随机存取存储器(RAM)和/或非易失性内存等形式，如只读存储器(ROM)或闪存(flash RAM)。内存是计算机可读介质的示例。Memory may include non-permanent storage in computer readable media, in the form of random access memory (RAM) and/or nonvolatile memory such as read only memory (ROM) or flash RAM. Memory is an example of computer readable media.
计算机可读介质包括永久性和非永久性、可移动和非可移动媒体可以由任何方法或技术来实现信息存储。信息可以是计算机可读指令、数据结构、程序的模块或其他数据。计算机的存储介质的例子包括，但不限于相变内存(PRAM)、静态随机存取存储器(SRAM)、动态随机存取存储器(DRAM)、其他类型的随机存取存储器(RAM)、只读存储器(ROM)、电可擦除可编程只读存储器(EEPROM)、快闪记忆体或其他内存技术、只读光盘只读存储器(CD-ROM)、数字多功能光盘(DVD)或其他光学存储、磁盒式磁带，磁带磁磁盘存储或其他磁性存储设备或任何其他非传输介质，可用于存储可以被计算设备访问的信息。按照本文中的界定，计算机可读介质不包括暂存电脑可读媒体(transitory media)，如调制的数据信号和载波。Computer-readable media, including both permanent and non-permanent, removable and non-removable media, can be implemented by any method or technology for storage of information. Information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), other types of random access memory (RAM), read only memory (ROM), Electrically Erasable Programmable Read-Only Memory (EEPROM), Flash memory or other memory technology, Compact Disc Read-Only Memory (CD-ROM), Digital Versatile Disc (DVD) or other optical storage, Magnetic tape cartridge, tape magnetic disk storage or other magnetic storage device or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, computer-readable media excludes transitory computer-readable media, such as modulated data signals and carrier waves.
可以理解的是，本发明实施例描述的这些实施例可以用硬件、软件、固件、中间件、微码或其组合来实现。对于硬件实现，处理单元可以实现在一个或多个专用集成电路(Application Specific Integrated Circuits，ASIC)、数字信号处理器(Digital SignalProcessing，DSP)、数字信号处理设备(DSP Device，DSPD)、可编程逻辑设备(ProgrammableLogic Device，PLD)、现场可编程门阵列(Field-Programmable Gate Array，FPGA)、通用处理器、控制器、微控制器、微处理器、用于执行本发明所述功能的其它电子单元或其组合中。It can be understood that the embodiments described in the embodiments of the present invention may be implemented by hardware, software, firmware, middleware, microcode or a combination thereof. For hardware implementation, the processing unit can be implemented in one or more application specific integrated circuits (Application Specific Integrated Circuits, ASIC), digital signal processor (Digital Signal Processing, DSP), digital signal processing device (DSP Device, DSPD), programmable logic Equipment (ProgrammableLogic Device, PLD), Field-Programmable Gate Array (Field-Programmable Gate Array, FPGA), general-purpose processor, controller, microcontroller, microprocessor, other electronic units for performing the functions described in the present invention or a combination thereof.
对于软件实现，可通过执行本发明实施例所述功能的模块(例如过程、函数等)来实现本发明实施例所述的技术。软件代码可存储在存储器中并通过处理器执行。存储器可以在处理器中或在处理器外部实现。For software implementation, the techniques described in the embodiments of the present invention may be implemented through modules (such as procedures, functions, etc.) that execute the functions described in the embodiments of the present invention. Software codes can be stored in memory and executed by a processor. Memory can be implemented within the processor or external to the processor.
还需要说明的是，在本文中，术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含，从而使得包括一系列要素的过程、方法、商品或者设备不仅包括那些要素，而且还包括没有明确列出的其他要素，或者是还包括为这种过程、方法、商品或者设备所固有的要素。在没有更多限制的情况下，由语句“包括一个……”限定的要素，并不排除在包括所述要素的过程、方法、商品或者设备中还存在另外的相同要素。It should also be noted that in this document, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article or apparatus comprising a set of elements includes not only those elements , but also includes other elements not expressly listed, or also includes elements inherent in such process, method, commodity or equipment. Without further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of additional identical elements in the process, method, article or apparatus comprising said element.
通过以上的实施方式的描述，本领域的技术人员可以清楚地了解到上述实施例方法可借助软件加必需的通用硬件平台的方式来实现，当然也可以通过硬件，但很多情况下前者是更佳的实施方式。基于这样的理解，本发明的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来，该计算机软件产品存储在一个存储介质(如ROM/RAM、磁碟、光盘)中，包括若干指令用以使得一台终端(可以是手机，计算机，服务器，空调器，或者网络设备等)执行本发明各个实施例所述的方法。Through the description of the above embodiments, those skilled in the art can clearly understand that the methods of the above embodiments can be implemented by means of software plus a necessary general-purpose hardware platform, and of course also by hardware, but in many cases the former is better implementation. Based on such an understanding, the essence of the technical solution of the present invention or the part that contributes to the prior art can be embodied in the form of software products, and the computer software products are stored in a storage medium (such as ROM/RAM, disk, CD) contains several instructions to make a terminal (which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) execute the methods described in various embodiments of the present invention.
上面结合附图对本发明的实施例进行了描述，但是本发明并不局限于上述的具体实施方式，上述的具体实施方式仅仅是示意性的，而不是限制性的，本领域的普通技术人员在本发明的启示下，在不脱离本发明宗旨和权利要求所保护的范围情况下，本发明可以有各种更改和变化。凡在本发明的精神和原理之内所作的任何修改、等同替换、改进等，均应包含在本发明的权利要求范围之内。Embodiments of the present invention have been described above in conjunction with the accompanying drawings, but the present invention is not limited to the above-mentioned specific implementations, and the above-mentioned specific implementations are only illustrative, rather than restrictive, and those of ordinary skill in the art will Under the enlightenment of the present invention, the present invention can have various modifications and changes without departing from the gist of the present invention and the protection scope of the claims. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included within the scope of the claims of the present invention.
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| CN201711465551.5ACN108052368B (en) | 2017-12-28 | 2017-12-28 | Application display interface control method and mobile terminal |
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| CN201711465551.5ACN108052368B (en) | 2017-12-28 | 2017-12-28 | Application display interface control method and mobile terminal |
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| CN108052368B CN108052368B (en) | 2019-10-15 |
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| CN201711465551.5AActiveCN108052368B (en) | 2017-12-28 | 2017-12-28 | Application display interface control method and mobile terminal |
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