CN106201712A - Method, device and mobile terminal for adjusting target recognition frequency in augmented reality - Google Patents
Method, device and mobile terminal for adjusting target recognition frequency in augmented reality Download PDFInfo
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Abstract
Description
技术领域technical field
本发明实施例涉及增强现实技术领域,尤其涉及增强现实中目标识别频率的调整方法、装置及移动终端。The embodiments of the present invention relate to the field of augmented reality technology, and in particular to a method, a device and a mobile terminal for adjusting target recognition frequency in augmented reality.
背景技术Background technique
增强现实技术(Augmented Reality,简称AR),是一种实时地计算摄影机影像的位置及角度并加上相应图像的技术,这种技术的目标是在屏幕上把虚拟世界套在现实世界并进行互动。Augmented reality technology (Augmented Reality, referred to as AR), is a technology that calculates the position and angle of the camera image in real time and adds the corresponding image. The goal of this technology is to put the virtual world on the screen and interact with the real world. .
随着电子技术的发展创新,越来越多的电子产品出现在人们的生活中,移动终端成为人们受欢迎的电子产品之一,随着移动终端的广泛应用,增强现实技术也逐渐融合进移动终端的很多功能应用中,如,应用于移动终端的拍照功能中,在用户拍照的过程中实时的对目标对象进行场景及效果的增强,由此可以避免后期对拍摄照片的处理;又如,应用于移动终端的娱乐游戏中,在用户进行游戏操作时基于增强现实来增强游戏场景的真实性。With the development and innovation of electronic technology, more and more electronic products appear in people's lives, and mobile terminals have become one of the most popular electronic products. With the wide application of mobile terminals, augmented reality technology has gradually integrated into mobile In the application of many functions of the terminal, for example, in the camera function of the mobile terminal, the scene and effect of the target object are enhanced in real time during the process of taking pictures of the user, thereby avoiding the processing of the photos taken in the later stage; Applied to entertainment games on mobile terminals, the authenticity of game scenes is enhanced based on augmented reality when users perform game operations.
对于移动终端拍照功能而言,当在拍照功能中应用增强现实技术之后,因增强现实需要实时的对所拍摄图像中的目标对象进行场景或效果增强,所以要不断的进行目标对象的识别,该目标对象的识别过程往往会消耗移动终端的更多电量,从而加快移动终端的电量消耗,缩短移动终端的待机时间;此外,不断的对拍摄图像进行目标识别,也增加移动终端处理器或运行内存的资源占用,由此影响移动终端的整体处理效率。For the camera function of the mobile terminal, after the augmented reality technology is applied in the camera function, because the augmented reality needs to enhance the scene or effect of the target object in the captured image in real time, it is necessary to continuously identify the target object. The identification process of the target object often consumes more power of the mobile terminal, thereby speeding up the power consumption of the mobile terminal and shortening the standby time of the mobile terminal; in addition, the continuous target recognition of the captured images also increases the mobile terminal processor or operating memory. resource occupation, thereby affecting the overall processing efficiency of the mobile terminal.
发明内容Contents of the invention
本发明的目的是提出增强现实中目标识别频率的调整方法、装置及移动终端,以使得目标对象的识别频率能够自适应移动终端的性能指标变化。The object of the present invention is to propose a method, device and mobile terminal for adjusting target recognition frequency in augmented reality, so that the target recognition frequency can adapt to the change of the performance index of the mobile terminal.
一方面,本发明实施例提供了一种增强现实中目标识别频率的调整方法,包括:On the one hand, an embodiment of the present invention provides a method for adjusting target recognition frequency in augmented reality, including:
监测移动终端当前的性能指标值是否符合对应的基准阈值条件;Monitoring whether the current performance index value of the mobile terminal meets the corresponding benchmark threshold condition;
如果所述性能指标值不符合对应的基准阈值条件,则在移动终端处于增强现实拍摄模式时,基于所述移动终端的移动状态调整增强现实中目标对象识别的识别频率。If the performance index value does not meet the corresponding reference threshold condition, when the mobile terminal is in the augmented reality shooting mode, adjust the recognition frequency of target object recognition in augmented reality based on the mobile state of the mobile terminal.
另一方面,本发明实施例提供了一种增强现实中目标识别频率的调整装置,包括:On the other hand, an embodiment of the present invention provides an apparatus for adjusting target recognition frequency in augmented reality, including:
性能指标监测模块,用于监测移动终端当前的性能指标值是否符合对应的基准阈值条件;The performance index monitoring module is used to monitor whether the current performance index value of the mobile terminal meets the corresponding benchmark threshold condition;
识别频率调整模块,用于当所述性能指标值不符合对应的基准阈值条件时,在所述移动终端处于增强现实拍摄模式后,基于所述移动终端的移动状态调整增强现实中目标对象识别的识别频率。A recognition frequency adjustment module, configured to adjust the target object recognition rate in augmented reality based on the mobile state of the mobile terminal after the mobile terminal is in the augmented reality shooting mode when the performance index value does not meet the corresponding reference threshold condition Identify the frequency.
又一方面,本发明实施例还提供了一种移动终端,该移动终端集成了本发明实施例提供的增强现实中目标识别频率的调整装置。In yet another aspect, an embodiment of the present invention further provides a mobile terminal, which integrates the apparatus for adjusting target recognition frequency in augmented reality provided by the embodiment of the present invention.
本发明实施例提供了增强现实中目标识别频率的调整方法、装置及移动终端,本发明的调整方法可以概括为:首先监测移动终端当前的性能指标值是否符合对应的基于阈值条件,如果不符合,则在移动终端处于增强现实拍摄模式时,基于移动终端的移动状态调整增强现实中对目标对象进行识别的识别频率。利用该调整方法,能够在移动终端性能指标值不符合基准阈值条件时,自适应的调整增强现实中目标对象识别的识别频率,使得进行增强现实操作时不会过多的占用移动终端的各项性能指标值,由此在不影响增强现实拍摄操作性能的同时还能够保证移动终端具有良好的工作性能。Embodiments of the present invention provide an adjustment method, device, and mobile terminal for target recognition frequency in augmented reality. The adjustment method of the present invention can be summarized as follows: first, monitor whether the current performance index value of the mobile terminal meets the corresponding threshold-based condition; , then when the mobile terminal is in the augmented reality shooting mode, the recognition frequency for recognizing the target object in augmented reality is adjusted based on the mobile state of the mobile terminal. With this adjustment method, when the performance index value of the mobile terminal does not meet the reference threshold condition, the recognition frequency of the target object recognition in the augmented reality can be adaptively adjusted, so that the augmented reality operation will not occupy too many items of the mobile terminal. The performance index value, thereby ensuring that the mobile terminal has good working performance without affecting the performance of the augmented reality shooting operation.
附图说明Description of drawings
图1为本发明实施例一提供的一种增强现实中目标识别频率的调整方法的流程示意图;FIG. 1 is a schematic flowchart of a method for adjusting target recognition frequency in augmented reality provided by Embodiment 1 of the present invention;
图2a为本发明实施例二提供的一种增强现实中目标识别频率的调整方法的流程示意图;FIG. 2a is a schematic flowchart of a method for adjusting target recognition frequency in augmented reality provided by Embodiment 2 of the present invention;
图2b为本发明实施例二提供的基于第二调整规则调整增强现实中目标识别频率的流程图;Fig. 2b is a flow chart of adjusting target recognition frequency in augmented reality based on the second adjustment rule provided by Embodiment 2 of the present invention;
图2c为本发明实施例二提供的移动终端的移动状态处于静止状态时所捕捉当前实景画面帧的示例图;FIG. 2c is an example diagram of the current real scene frame captured when the moving state of the mobile terminal is in a static state according to Embodiment 2 of the present invention;
图2d为本发明实施例二提供的移动终端的移动状态处于运动状态时所捕捉当前实景画面帧的示例图;FIG. 2d is an example diagram of the current real scene frame captured when the mobile terminal is in a moving state according to Embodiment 2 of the present invention;
图3为本发明实施例三提供的一种增强现实中目标识别频率的调整装置的结构框图。FIG. 3 is a structural block diagram of an apparatus for adjusting target recognition frequency in augmented reality provided by Embodiment 3 of the present invention.
具体实施方式detailed description
下面结合附图并通过具体实施方式来进一步说明本发明的技术方案。可以理解的是,此处所描述的具体实施例仅仅用于解释本发明,而非对本发明的限定。另外还需要说明的是,为了便于描述,附图中仅示出了与本发明相关的部分而非全部结构。The technical solutions of the present invention will be further described below in conjunction with the accompanying drawings and through specific implementation methods. It should be understood that the specific embodiments described here are only used to explain the present invention, but not to limit the present invention. In addition, it should be noted that, for the convenience of description, only some structures related to the present invention are shown in the drawings but not all structures.
实施例一Embodiment one
图1为本发明实施例一提供的一种增强现实中目标识别频率的调整方法的流程示意图,该方法适用于在用户使用移动终端基于增强现实进行拍摄时,对增强现实中目标识别频率进行调控的情况,可以由增强现实中目标识别频率的调整装置执行,其中该装置可由软件和/或硬件实现,并一般集成于移动终端中。FIG. 1 is a schematic flowchart of a method for adjusting target recognition frequency in augmented reality provided by Embodiment 1 of the present invention. The method is suitable for regulating the target recognition frequency in augmented reality when a user uses a mobile terminal to shoot based on augmented reality. In the case of , it can be performed by an apparatus for adjusting target recognition frequency in augmented reality, where the apparatus can be implemented by software and/or hardware, and is generally integrated in a mobile terminal.
如图1所示,本发明实施例一提供的一种移动终端的防沉迷方法,具体包括如下操作:As shown in Figure 1, a mobile terminal anti-addiction method provided by Embodiment 1 of the present invention specifically includes the following operations:
S101、监测移动终端当前的性能指标值是否符合对应的基准阈值条件。S101. Monitor whether the current performance index value of the mobile terminal meets a corresponding reference threshold condition.
在本实施例中,所述移动终端具体可指手机、笔记本以及平板电脑等具有拍照功能的智能电子设备。在本实施例中,所述性能指标值具体可用于评价移动终端的工作性能好坏。示例性的,如果所述移动终端处于待机状态时,性能指标值几乎不发生变化或移动终端处于工作状态时,性能指标值的发生平稳变化,则可认为所述移动终端具有较好的工作性能。In this embodiment, the mobile terminal may specifically refer to smart electronic devices with a camera function, such as mobile phones, notebooks, and tablet computers. In this embodiment, the performance index value may specifically be used to evaluate the working performance of the mobile terminal. Exemplarily, if the performance index value hardly changes when the mobile terminal is in the standby state or the performance index value changes smoothly when the mobile terminal is in the working state, it can be considered that the mobile terminal has good working performance .
在本实施例中,所述移动终端的各性能指标值均存在对应的基准阈值条件,一般地,所述基准阈值条件具体可理解为评判所述各性能指标值是否处于正常工作范围的临界条件。示例性的,设置所述电量剩余量的基准阈值条件为:电量剩余量不低于总电量的40%,则当所述移动终端当前的电量剩余量为总电量的49%时,可认为当前的电量剩余量符合对应的基准阈值条件,即,当前的电量剩余量处于正常范围;又如,设置所述处理器资源占用率的基准阈值条件为:处理器资源占用率不高于60%,则当所述移动终端当前的处理器资源占用率为65%时,可认为当前的处理器资源占用率不符合对应的基准阈值条件,即,当前的处理器资源占用率过高,不符合正常范围。In this embodiment, each performance index value of the mobile terminal has a corresponding reference threshold value condition. Generally, the reference threshold value condition can be specifically understood as a critical condition for judging whether each performance index value is within the normal working range. . Exemplarily, the reference threshold condition for setting the remaining power is: the remaining power is not less than 40% of the total power, then when the current power remaining of the mobile terminal is 49% of the total power, it can be considered that the current The remaining amount of battery power meets the corresponding benchmark threshold condition, that is, the current remaining battery power is in the normal range; for another example, the benchmark threshold condition for setting the processor resource occupancy rate is: the processor resource occupancy rate is not higher than 60%, Then when the current processor resource occupancy rate of the mobile terminal is 65%, it can be considered that the current processor resource occupancy rate does not meet the corresponding benchmark threshold condition, that is, the current processor resource occupancy rate is too high and does not meet the normal scope.
进一步的,所述性能指标值包括:电量剩余量、处理器资源占用率、运行内存资源占用率中的一种或多种。Further, the performance index value includes: one or more of remaining power, processor resource occupancy, and running memory resource occupancy.
在本实施例中,所述移动终端的工作性能好坏主要基于移动终端的性能指标值体现。常见的性能指标值包括:移动终端的电量剩余量、处理器资源占用率以及运行内存资源占用率等。在本实施例中,基于所述电量剩余量的变化快慢,可以确定所述移动终端待机时间的长短;基于所述处理器资源占用率以及运行内存资源占用率,可以确定所述移动终端处于工作状态时处理效率的高低。In this embodiment, the working performance of the mobile terminal is mainly reflected based on the performance index value of the mobile terminal. Common performance index values include: the remaining battery capacity of the mobile terminal, the occupancy rate of processor resources, and the occupancy rate of running memory resources. In this embodiment, the standby time of the mobile terminal can be determined based on the change speed of the remaining amount of power; The level of processing efficiency in the state.
S102、如果所述性能指标值不符合对应的基准阈值条件,则在所述移动终端处于增强现实拍摄模式时,基于所述移动终端的移动状态调整增强现实中目标对象识别的识别频率。S102. If the performance index value does not meet the corresponding reference threshold condition, when the mobile terminal is in the augmented reality shooting mode, adjust the recognition frequency of target object recognition in augmented reality based on the mobile state of the mobile terminal.
在本实施例中,所述移动终端处于增强现实拍摄模式,具体可理解为:在所述移动终端的拍照功能应用中融合了增强现实技术,使得用户在基于移动终端的摄像头拍摄时,能够实时的对相机预览界面中图像帧的目标对象进行效果或场景增强。需要注意的是,对目标对象进行效果或场景增强的首要前提是能够识别出所述相机预览界面中图像帧的目标对象。一般地,在所述移动终端处于增强现实拍摄模式时,通常会对相机预览界面中的图像帧不断地进行目标对象识别,即,增强现实中目标对象识别具有很高的识别频率,由此会不断地消耗移动终端的电量以及占用移动终端处理器及运行内存的空间资源。In this embodiment, the mobile terminal is in the augmented reality shooting mode. Specifically, it can be understood as: the augmented reality technology is integrated into the photographing function application of the mobile terminal, so that the user can take pictures in real time based on the camera of the mobile terminal. Effect or scene enhancement on the target object in the image frame in the camera preview interface. It should be noted that the first prerequisite for performing effect or scene enhancement on the target object is to be able to identify the target object in the image frame in the camera preview interface. Generally, when the mobile terminal is in the augmented reality shooting mode, the target object recognition is usually continuously performed on the image frames in the camera preview interface, that is, the target object recognition in augmented reality has a very high recognition frequency, thus Continuously consume the power of the mobile terminal and occupy the space resources of the mobile terminal processor and running memory.
在本实施例中,如果监测到移动终端当前的性能指标值不符合对应的基准阈值条件,则可认为当前的性能指标值不符合正常的工作范围。在确定当前的性能指标值不符合对应的基准阈值条件时,如果仍基于原有的识别频率对相机预览界面中的图像帧进行目标对象识别,就会加剧电量的消耗和/或空间资源的占用,使得移动终端的性能指标值一直处于不正常状态,进而影响移动终端的工作性能。因此,需要调整目标对象识别的识别频率。In this embodiment, if it is monitored that the current performance index value of the mobile terminal does not meet the corresponding reference threshold condition, it may be considered that the current performance index value does not meet the normal working range. When it is determined that the current performance index value does not meet the corresponding benchmark threshold condition, if the target object recognition is still performed on the image frames in the camera preview interface based on the original recognition frequency, the power consumption and/or the occupation of space resources will be increased , so that the performance index value of the mobile terminal is always in an abnormal state, thereby affecting the working performance of the mobile terminal. Therefore, it is necessary to adjust the recognition frequency of target object recognition.
在本实施例中,可以在当前的性能指标值不符合对应的基准阈值条件时,基于移动终端的移动状态调整目标对象识别的识别频率,以减缓移动终端的电量消耗和/或降低处理器及运行内存的资源占用率。其中,所述移动终端的移动状态具体可包括移动终端的运动状态和移动终端的静止状态。具体的,可以通过判断所述移动终端所处的运动状态以及运动速度的快慢来调整目标对象的识别频率,或者在所述移动终端处于静止状态时基于设定的调整手段进行识别频率的调整。In this embodiment, when the current performance index value does not meet the corresponding reference threshold condition, the recognition frequency of the target object recognition can be adjusted based on the mobile state of the mobile terminal, so as to slow down the power consumption of the mobile terminal and/or reduce the processor and The resource usage of running memory. Wherein, the moving state of the mobile terminal may specifically include a moving state of the mobile terminal and a stationary state of the mobile terminal. Specifically, the recognition frequency of the target object can be adjusted by judging the movement state and speed of the mobile terminal, or the recognition frequency can be adjusted based on a set adjustment means when the mobile terminal is in a stationary state.
本发明实施例一提供的一种增强现实中目标识别频率的调整方法,首先监测移动终端当前的性能指标值是否符合对应的基于阈值条件,如果不符合,则在移动终端处于增强现实拍摄模式时,基于移动终端的移动状态调整增强现实中对目标对象进行识别的识别频率。利用该调整方法,能够在移动终端性能指标值不符合基准阈值条件时,自适应的调整增强现实中目标对象识别的识别频率,使得进行增强现实操作时不会过多的占用移动终端的各项性能指标值,由此在不影响增强现实拍摄操作性能的同时还能够保证移动终端具有良好的工作性能。Embodiment 1 of the present invention provides a method for adjusting target recognition frequency in augmented reality. First, monitor whether the current performance index value of the mobile terminal meets the corresponding threshold-based condition. , adjusting a recognition frequency for recognizing a target object in augmented reality based on the moving state of the mobile terminal. With this adjustment method, when the performance index value of the mobile terminal does not meet the reference threshold condition, the recognition frequency of the target object recognition in the augmented reality can be adaptively adjusted, so that the augmented reality operation will not occupy too many items of the mobile terminal. The performance index value, thereby ensuring that the mobile terminal has good working performance without affecting the performance of the augmented reality shooting operation.
实施例二Embodiment two
图2a为本发明实施例二提供的一种增强现实中目标识别频率的调整方法的流程示意图。本发明实施例二以上述实施例为基础进行优化,在本实施例中,将步骤“基于所述移动终端的移动状态调整增强现实中目标对象的识别频率”进一步具体化为:确定所述移动终端的移动状态;如果所述移动终端处于静止状态,则基于第一调整规则调整增强现实中目标对象识别的识别频率;如果所述移动终端处于运动状态,则基于第二调整规则调整增强现实中目标对象识别的识别频率。Fig. 2a is a schematic flowchart of a method for adjusting target recognition frequency in augmented reality provided by Embodiment 2 of the present invention. Embodiment 2 of the present invention is optimized on the basis of the above embodiments. In this embodiment, the step "adjusting the recognition frequency of the target object in augmented reality based on the moving state of the mobile terminal" is further embodied as: determining the moving The mobile state of the terminal; if the mobile terminal is in a stationary state, adjust the recognition frequency of target object recognition in augmented reality based on the first adjustment rule; if the mobile terminal is in a moving state, then adjust the recognition frequency in augmented reality based on the second adjustment rule The recognition frequency for target object recognition.
如图2a所示,本发明实施例二提供的一种增强现实中目标识别频率的调整方法,具体包括如下操作:As shown in Figure 2a, a method for adjusting target recognition frequency in augmented reality provided by Embodiment 2 of the present invention specifically includes the following operations:
S201、监测移动终端当前的性能指标值是否符合对应的基准阈值条件。S201. Monitor whether the current performance index value of the mobile terminal meets a corresponding reference threshold condition.
示例性的,监测移动终端当前的电量剩余量、处理器资源占用率以及运行内存资源占用率中的一种或多种性能指标值,来确定所监测的各性能指标值是否符合对应的基准阈值条件。Exemplarily, monitor one or more performance index values among the current power remaining amount, processor resource occupancy rate, and running memory resource occupancy rate of the mobile terminal to determine whether the monitored performance index values meet the corresponding benchmark thresholds condition.
S202、如果所述性能指标值不符合对应的基准阈值条件,则执行步骤S203~步骤S205。S202. If the performance index value does not meet the corresponding reference threshold condition, execute steps S203 to S205.
示例性的,当所监测的移动终端当前的电量剩余量、处理器资源占用率以及运行内存资源占用率中的一种或多种性能指标值不符合对应的基准阈值条件时,继续执行下述步骤S203至步骤S205。Exemplarily, when one or more of the performance indicator values in the monitored mobile terminal's current remaining battery capacity, processor resource occupancy rate, and running memory resource occupancy rate do not meet the corresponding baseline threshold conditions, continue to perform the following steps S203 to step S205.
S203、在所述移动终端处于增强现实拍摄模式时,确定所述移动终端的移动状态。S203. When the mobile terminal is in an augmented reality shooting mode, determine a moving state of the mobile terminal.
在本实施例中,在启动融合了增强现实技术的移动终端的拍照功能后,可认为所述移动终端处于增强现实拍摄模式。由此在所述移动终端处于增强现实拍摄模式时,可以确定移动终端当前的移动状态,所述移动状态一般包括运动状态和静止状态。In this embodiment, after the camera function of the mobile terminal incorporating AR technology is activated, the mobile terminal can be considered to be in an AR shooting mode. Therefore, when the mobile terminal is in the augmented reality shooting mode, the current moving state of the mobile terminal can be determined, and the moving state generally includes a moving state and a static state.
S204、如果所述移动终端处于静止状态,则基于第一调整规则调整增强现实中目标对象识别的识别频率。S204. If the mobile terminal is in a stationary state, adjust a recognition frequency for target object recognition in augmented reality based on a first adjustment rule.
在本实施例中,所述移动终端处于静止状态具体可理解为基于摄像头进行拍摄时,所捕捉的实景画面帧中所显示的画面一直为同一个画面,此时可以基于设定的第一调整规则来调整增强现实中目标对象识别的识别频率。In this embodiment, the fact that the mobile terminal is in a static state can be specifically understood as that when shooting based on the camera, the picture displayed in the captured real picture frame is always the same picture, and at this time it can be adjusted based on the first setting Rules to adjust the recognition frequency of target object recognition in augmented reality.
进一步的,所述基于第一调整规则调整增强现实中目标对象的识别频率,包括:基于摄像头的最大分辨率捕捉当前实景画面帧,并基于设定的第一识别频率对所述实景画面帧进行目标对象识别。Further, the adjusting the recognition frequency of the target object in the augmented reality based on the first adjustment rule includes: capturing the current real-scene picture frame based on the maximum resolution of the camera, and performing an operation on the real-scene picture frame based on the set first recognition frequency. Target object recognition.
在本实施例中,所述摄像头的最大分辨率具体可指所述摄像头所具有的最高像素值,示例性的,如果摄像头的最高像素值为800万,则可认为所述摄像头的最大分辨率为800万。In this embodiment, the maximum resolution of the camera may specifically refer to the highest pixel value of the camera. For example, if the highest pixel value of the camera is 8 million, it may be considered that the maximum resolution of the camera is 8 million.
在本实施例中,如果移动终端处于静止状态,可以基于所述摄像头的最大分辨率来捕捉当前实景画面帧,此时,由于相机预览界面的不同画面帧所显示的景象为同一处的实景,摄像头很容易捕捉到的面面清晰的实景画面帧;之后,以设定的第一识别频率快速地对所述实景画面帧进行目标对象识别,因为所述实景画面帧的画面清晰,所以基于所述第一识别频率能够很快的实现目标对象的识别,并能够很快的完成所述目标对象的效果增强。In this embodiment, if the mobile terminal is in a stationary state, the current real-scene picture frame can be captured based on the maximum resolution of the camera. At this time, since the scenes displayed in different picture frames of the camera preview interface are the same real scene, The camera is easy to capture the real scene picture frame with clear faces; after that, quickly carry out the target object recognition on the real scene picture frame with the set first recognition frequency, because the picture of the real scene picture frame is clear, so based on the set first recognition frequency The first recognition frequency can quickly realize the recognition of the target object, and can quickly complete the effect enhancement of the target object.
一般地,在实现目标对象的效果增强后就可以退出增强现实拍摄模式,因此,在基于第一识别频率快速地对所述实景画面帧进行目标对象识别,并快速完成所述目标对象的效果增强后,就能够快速的退出所述增强现实拍摄模式;最终能够很快的释放增强现实操作时所占用处理器以及运行内存的资源,同时也可以降低增强现实拍摄时对移动终端电量的消耗,由此达到保持移动终端良好工作性能的效果。Generally, the augmented reality shooting mode can be exited after the effect enhancement of the target object is realized. Therefore, the target object recognition is quickly performed on the real scene frame based on the first recognition frequency, and the effect enhancement of the target object is quickly completed. After that, you can quickly exit the augmented reality shooting mode; finally, you can quickly release the resources of the processor and running memory occupied by the augmented reality operation, and at the same time reduce the power consumption of the mobile terminal during augmented reality shooting. This achieves the effect of maintaining good working performance of the mobile terminal.
S205、如果所述移动终端处于运动状态,则基于第二调整规则调整增强现实中目标对象识别的识别频率。S205. If the mobile terminal is in a moving state, adjust the recognition frequency of target object recognition in augmented reality based on a second adjustment rule.
在本实施例中,所述移动终端处于运动状态具体可理解为基于摄像头进行拍摄时,所捕捉的实景画面帧中所显示的画面一直在变换,此时,可以基于第二调整规则调整增强现实中目标对象识别的识别频率。In this embodiment, the fact that the mobile terminal is in a moving state can be specifically understood as that when shooting based on the camera, the picture displayed in the captured real picture frame is always changing. At this time, the augmented reality can be adjusted based on the second adjustment rule The recognition frequency of target object recognition in .
进一步的,图2b为本发明实施例二提供的基于第二调整规则调整增强现实中目标识别频率的流程图。如图2b所示,本发明实施例二提供的基于第二调整规则调整增强现实中目标对象的识别频率,具体包括如下操作:Further, FIG. 2b is a flow chart of adjusting target recognition frequency in augmented reality based on the second adjustment rule provided by Embodiment 2 of the present invention. As shown in FIG. 2b, the second adjustment rule provided by Embodiment 2 of the present invention to adjust the recognition frequency of the target object in augmented reality specifically includes the following operations:
S2051、确定所述移动终端的运动速度。S2051. Determine the moving speed of the mobile terminal.
在本实施例中,当所述移动终端处于运动状态时,首先可以监测移动终端运动的运动速度。In this embodiment, when the mobile terminal is in a moving state, firstly, the moving speed of the mobile terminal may be monitored.
需要说明的是,如果所述移动终端处于运动状态,则基于摄像头捕捉当前实景画面帧时就可以适当的降低分辨率,同时也可以相应的降低对实景画面帧进行目标对象识别的识别频率,因为移动终端处于运动时无法拍摄画面清晰的图像,而对不清晰的图像进行增强现实时的效果也不好,所以为了节省资源的消耗,在移动终端处于运动状态时会相应地降低分辨率和识别频率。此外,可以基于运动速度的快慢来确定所述分辨率以及识别频率的降低幅度。It should be noted that, if the mobile terminal is in a moving state, the resolution can be appropriately reduced when the camera captures the current real-scene picture frame, and the recognition frequency of target object recognition for the real-scene picture frame can also be correspondingly reduced, because When the mobile terminal is in motion, it is impossible to take clear images, and the effect of augmenting reality on unclear images is not good. Therefore, in order to save resource consumption, the resolution and recognition will be reduced accordingly when the mobile terminal is in motion. frequency. In addition, the resolution and the degree of reduction of the recognition frequency can be determined based on the speed of the movement.
S2052、如果所述移动终端的运动速度低于设定的速度值,则以设定的第一分辨率捕捉当前实景画面帧,并基于设定的第二识别频率对所述实景画面帧进行目标对象识别。S2052. If the moving speed of the mobile terminal is lower than the set speed value, capture the current real-scene picture frame with the set first resolution, and target the real-scene picture frame based on the set second recognition frequency object recognition.
在本实施例中,可将所监测的移动终端的运动速度与设定的速度值作比较,确定所述运动速度是否低于所设定的速度值,如果低于设定的速度值,则以设定的第一分辨率捕捉当前实景画面帧,并基于设定的第二识别频率对所述实景画面帧进行目标对象识别。In this embodiment, the monitored moving speed of the mobile terminal can be compared with a set speed value to determine whether the moving speed is lower than the set speed value, and if it is lower than the set speed value, then The current real-scene picture frame is captured with the set first resolution, and the target object recognition is performed on the real-scene picture frame based on the set second recognition frequency.
在本实施例中,移动终端的运动速度低于设定的速度值,则可认为所述移动终端的运动速度较慢,此种情况下可以采用所述第一分辨率来捕捉当前实景画面帧,其中,所述第一分辨率低于所述最大分辨率;同时,在运动速度较低时,尽管所捕捉的当前实景画面帧的画面不清晰,但也可以对所述实景画面帧进行目标对象识别,但当前的识别频率需调整为第二识别频率,其中,所述第二识别频率低于所述第一识别频率。因为增强现实拍摄时所采用的分辨率和识别频率都有所降低,所以增强现实拍摄时对所述性能指标的占用也相应减少。In this embodiment, if the moving speed of the mobile terminal is lower than the set speed value, it can be considered that the moving speed of the mobile terminal is relatively slow. In this case, the first resolution can be used to capture the current real scene frame , wherein, the first resolution is lower than the maximum resolution; at the same time, when the motion speed is low, although the picture of the captured current real picture frame is not clear, it is also possible to target the real picture frame Object recognition, but the current recognition frequency needs to be adjusted to a second recognition frequency, wherein the second recognition frequency is lower than the first recognition frequency. Since both the resolution and the recognition frequency used in the augmented reality shooting are reduced, the occupancy of the performance index during the augmented reality shooting is also correspondingly reduced.
S2053、如果所述摄像头的运动速度不低于所述速度值,则以设定的第二分辨率捕捉当前实景画面帧,并不再对所述实景画面帧进行目标对象识别。S2053. If the moving speed of the camera is not lower than the speed value, capture the current real-scene picture frame with the set second resolution, and no longer perform target object recognition on the real-scene picture frame.
在本实施例中,如果所监测的移动终端的运动速度高于或等于设定的速度值,则可认为所述移动终端的运动速度较快,此种情况下,可以采用所述第二分辨率来捕捉当前实景画面帧,其中,所述第二分辨率低于所述第一分辨率;同时,在运动速度较快时,由于所捕捉的当前实景画面帧的画面因为运动速度以及所采用的低分辨率,此时所述当前实景画面帧已经很不清晰,已经没有对所述实景画面帧中的目标对象进行效果增强的必要,因此无需对所述实景画面帧进行目标对象识别,此时,可设定目标识别频率为0。In this embodiment, if the monitored moving speed of the mobile terminal is higher than or equal to the set speed value, it can be considered that the moving speed of the mobile terminal is faster. In this case, the second resolution can be used rate to capture the current real scene picture frame, wherein the second resolution is lower than the first resolution; at the same time, when the motion speed is fast, the picture of the captured current real scene picture frame is due to the motion speed and the adopted At this time, the current real-scene picture frame is very unclear, and there is no need to enhance the effect of the target object in the real-scene picture frame, so there is no need to perform target object recognition on the real-scene picture frame. When , the target recognition frequency can be set to 0.
在本实施例中,因为增强现实拍摄时所采用的分辨率很低而且已不再进行目标对象识别,所以此时对所述性能指标的占用也会相应减少,从而能够适应移动终端当前的性能指标值。基于上述步骤S2051~步骤S2053可以发现,基于移动终端的移动状态,可以适时地调整增强现实中目标对象的识别频率,由此适应了移动终端当前的性能指标值。In this embodiment, because the resolution used in augmented reality shooting is very low and target object recognition is no longer performed, the occupancy of the performance index will be correspondingly reduced at this time, so that it can adapt to the current performance of the mobile terminal. Index value. Based on the above steps S2051 to S2053, it can be found that based on the mobile state of the mobile terminal, the recognition frequency of the target object in the augmented reality can be adjusted in a timely manner, thereby adapting to the current performance index value of the mobile terminal.
在上述实施例的基础上,本发明实施例二提供了两幅移动终端处于静止动态和处于运动状态时的所捕获当前实景画面帧的示例图。其中,图2c为本发明实施例二提供的移动终端的移动状态处于静止状态时所捕捉当前实景画面帧的示例图;图2d为本发明实施例二提供的移动终端的移动状态处于运动状态时所捕捉当前实景画面帧的示例图。On the basis of the above-mentioned embodiments, Embodiment 2 of the present invention provides two example diagrams of captured current real-scene picture frames when the mobile terminal is in a static dynamic state and in a moving state. Among them, Fig. 2c is an example diagram of the current real-scene picture frame captured when the moving state of the mobile terminal provided by Embodiment 2 of the present invention is in a static state; Fig. 2d is when the moving state of the mobile terminal provided in Embodiment 2 of the present invention is in a moving state An example image of the current reality frame captured.
在本实施例中,图2c显示了移动终端的电量剩余量为30%,低于所述移动终端的基准阈值条件40%,且移动终端处于增强现实的拍摄模式时,摄像头在移动终端处于静止状态时所捕捉当前实景画面帧的示例图。如图2c所示,此时所述移动终端的移动状态为静止状态,则以摄像头的最大分辨率捕捉当前实景画面帧,并能够以设定的第一识别频率对目标对象21进行识别。In this embodiment, FIG. 2c shows that the remaining power of the mobile terminal is 30%, which is lower than the reference threshold condition of 40% of the mobile terminal, and when the mobile terminal is in the shooting mode of augmented reality, the camera is still in the mobile terminal An example image of the current live-action frame captured in the state. As shown in FIG. 2 c , when the mobile terminal is in a stationary state at this time, the current real-scene frame is captured with the maximum resolution of the camera, and the target object 21 can be recognized at the set first recognition frequency.
在本实施例中,图2d显示了移动终端的电量剩余量为30%,低于所述移动终端的基准阈值条件40%,且移动终端处于增强现实的拍摄模式时,摄像头在移动终端处于运动状态时所捕捉当前实景画面帧的示例图。如图2d所示,此时所述移动终端的移动状态为运动状态,且此时的运动速度高于或等于设定的速度值,则此时以摄像头的第二分辨率捕捉当前实景画面帧,并不再对目标对象22的识别,其中,此时摄像头的第二分辨率远低于摄像头的最大分辨率,示例性的,如果摄像头的最大分辨率的最大分辨率为800万,则所述第二分辨率为200万。In this embodiment, FIG. 2d shows that the remaining power of the mobile terminal is 30%, which is lower than the reference threshold condition of 40% of the mobile terminal, and when the mobile terminal is in the augmented reality shooting mode, the camera is in motion when the mobile terminal is in motion. An example image of the current live-action frame captured in the state. As shown in Figure 2d, the moving state of the mobile terminal at this time is a moving state, and the moving speed at this time is higher than or equal to the set speed value, then at this time, the current real scene frame is captured with the second resolution of the camera , and no longer identify the target object 22, where the second resolution of the camera is much lower than the maximum resolution of the camera at this time, for example, if the maximum resolution of the maximum resolution of the camera is 8 million, then the The second resolution mentioned above is 2 million.
本发明实施例二提供的一种增强现实中目标识别频率的调整方法,具体化了基于移动终端的移动状态进行识别频率调整的操作过程。基于该调整方法,当检测到移动终端当前的性能指标值不符合基准阈值条件时,且移动终端处于增强现实拍摄模式后,能够基于移动终端处于运动状态或静止状态的情况相应的对增强现实的识别频率进行调整。利用该调整方法,能够在移动终端性能指标值不符合基准阈值条件时,自适应的调整增强现实中目标对象识别的识别频率,使得进行增强现实操作时不会过多的占用移动终端的各项性能指标值,由此在不影响增强现实拍摄操作性能的同时还能够保证移动终端具有良好的工作性能。Embodiment 2 of the present invention provides a method for adjusting target recognition frequency in augmented reality, which embodies the operation process of adjusting the recognition frequency based on the moving state of the mobile terminal. Based on this adjustment method, when it is detected that the current performance index value of the mobile terminal does not meet the reference threshold condition, and the mobile terminal is in the augmented reality shooting mode, it can correspondingly adjust the augmented reality based on whether the mobile terminal is in a moving state or a static state. The recognition frequency is adjusted. With this adjustment method, when the performance index value of the mobile terminal does not meet the reference threshold condition, the recognition frequency of the target object recognition in the augmented reality can be adaptively adjusted, so that the augmented reality operation will not occupy too many items of the mobile terminal. The performance index value, thereby ensuring that the mobile terminal has good working performance without affecting the performance of the augmented reality shooting operation.
实施例三Embodiment three
图3为本发明实施例三提供的一种增强现实中目标识别频率的调整装置的结构框图。该调整装置适用于在用户使用移动终端基于增强现实进行拍摄时,对增强现实中目标识别频率进行调控的情况,其中该装置可由软件和/或硬件实现,并一般集成于移动终端中。如图3所示,该调整装置包括:性能指标值监测模块31和识别频率调整模块32。FIG. 3 is a structural block diagram of an apparatus for adjusting target recognition frequency in augmented reality provided by Embodiment 3 of the present invention. The adjusting device is suitable for adjusting the target recognition frequency in the augmented reality when the user uses the mobile terminal to shoot based on the augmented reality, wherein the device can be implemented by software and/or hardware, and is generally integrated in the mobile terminal. As shown in FIG. 3 , the adjustment device includes: a performance index value monitoring module 31 and an identification frequency adjustment module 32 .
其中,性能指标值监测模块31,用于监测移动终端当前的性能指标值是否符合对应的基准阈值条件。Wherein, the performance index value monitoring module 31 is configured to monitor whether the current performance index value of the mobile terminal meets the corresponding reference threshold condition.
识别频率调整模块32,用于当所述性能指标值不符合对应的基准阈值条件时,在所述移动终端处于增强现实拍摄模式后,基于所述移动终端的移动状态调整增强现实中目标对象识别的识别频率。A recognition frequency adjustment module 32, configured to adjust the target object recognition in augmented reality based on the mobile state of the mobile terminal after the mobile terminal is in the augmented reality shooting mode when the performance index value does not meet the corresponding reference threshold condition recognition frequency.
在本实施例中,该调整装置首先通过性能指标值监测模块31监测移动终端当前的性能指标值是否符合对应的基准阈值条件;然后,当所述性能指标值不符合对应的基准阈值条件时,通过识别频率调整模块32在所述移动终端处于增强现实拍摄模式后,基于所述移动终端的移动状态调整增强现实中目标对象识别的识别频率。In this embodiment, the adjustment device first monitors whether the current performance index value of the mobile terminal meets the corresponding benchmark threshold condition through the performance index value monitoring module 31; then, when the performance index value does not meet the corresponding benchmark threshold value condition, After the mobile terminal is in the augmented reality shooting mode, the recognition frequency of the target object recognition in the augmented reality is adjusted based on the mobile state of the mobile terminal through the recognition frequency adjustment module 32 .
本发明实施例三提供的一种增强现实中目标识别频率的调整装置,能够在移动终端性能指标值不符合基准阈值条件时,自适应的调整增强现实中目标对象识别的识别频率,使得进行增强现实操作时不会过多的占用移动终端的各项性能指标值,由此在不影响增强现实拍摄操作性能的同时还能够保证移动终端具有良好的工作性能。Embodiment 3 of the present invention provides a device for adjusting target recognition frequency in augmented reality, which can adaptively adjust the recognition frequency of target object recognition in augmented reality when the performance index value of the mobile terminal does not meet the reference threshold condition, so that the enhanced During actual operation, various performance index values of the mobile terminal will not be occupied too much, thereby ensuring good working performance of the mobile terminal without affecting the performance of the augmented reality shooting operation.
进一步的,所述识别频率调整模块32,包括:Further, the identification frequency adjustment module 32 includes:
移动状态确定单元,用于当所述性能指标值不符合对应的基准阈值条件,且所述移动终端处于增强现实拍摄模式时,确定所述移动终端的移动状态;A moving state determining unit, configured to determine the moving state of the mobile terminal when the performance index value does not meet the corresponding reference threshold condition and the mobile terminal is in an augmented reality shooting mode;
第一调整单元,用于当所述移动终端处于静止状态时,基于第一调整规则调整增强现实中目标对象识别的识别频率;A first adjustment unit, configured to adjust the recognition frequency of target object recognition in augmented reality based on a first adjustment rule when the mobile terminal is in a stationary state;
第二调整单元,用于当所述移动终端处于运动状态时,基于第二调整规则调整增强现实中目标对象识别的识别频率。The second adjustment unit is configured to adjust the recognition frequency of target object recognition in augmented reality based on a second adjustment rule when the mobile terminal is in a moving state.
在上述优化的基础上,所述第一调整单元,用于:On the basis of the above optimization, the first adjustment unit is used for:
当所述移动终端处于静止状态时,基于摄像头的最大分辨率捕捉当前实景画面帧,并基于设定的第一识别频率对所述实景画面帧进行目标对象识别。When the mobile terminal is in a stationary state, the current real-scene picture frame is captured based on the maximum resolution of the camera, and the target object recognition is performed on the real-scene picture frame based on the set first recognition frequency.
在上述优化的基础上,所述第二调整单元,用于:On the basis of the above optimization, the second adjustment unit is used for:
当所述移动终端处于运动状态时,确定所述移动终端的运动速度;When the mobile terminal is in motion, determine the speed of motion of the mobile terminal;
如果所述移动终端的运动速度低于设定的速度值,则以设定的第一分辨率捕捉当前实景画面帧,并基于设定的第二识别频率对所述实景画面帧进行目标对象识别;If the moving speed of the mobile terminal is lower than the set speed value, capture the current real scene picture frame with the set first resolution, and perform target object recognition on the real picture frame based on the set second recognition frequency ;
如果所述摄像头的运动速度不低于所述速度值,则以设定的第二分辨率捕捉当前实景画面帧,并不再对所述实景画面帧进行目标对象识别;If the moving speed of the camera is not lower than the speed value, then capture the current real-world picture frame with the set second resolution, and no longer perform target object recognition on the real-world picture frame;
其中,所述第二分辨率小于所述第一分辨率,所述第一分辨率小于所述最大分辨率;所述第二识别频率小于所述第一识别频率。Wherein, the second resolution is smaller than the first resolution, and the first resolution is smaller than the maximum resolution; the second identification frequency is smaller than the first identification frequency.
进一步的,所述性能指标值包括:电量剩余量、处理器资源占用率、运行内存资源占用率中的一种或多种。Further, the performance index value includes: one or more of remaining power, processor resource occupancy, and running memory resource occupancy.
实施例四Embodiment Four
本发明实施例四提供了一种移动终端,该移动终端集成了上述实施例提供的一种增强现实中目标识别频率的调整装置。可以通过执行增强现实中目标识别频率的调整方法进行增强现实中目标识别频率的调整。Embodiment 4 of the present invention provides a mobile terminal, which integrates the apparatus for adjusting target recognition frequency in augmented reality provided by the above embodiments. The adjustment of the target recognition frequency in the augmented reality can be performed by executing the method for adjusting the target recognition frequency in the augmented reality.
示例性的,本实施例中的移动终端具体可以为手机、笔记本以及平板电脑等智能电子设备。当用户使用本实施例中的移动终端时,移动终端基于集成在其中的调整装置在监测到移动终端当前的性能指标值不符合基准阈值条件,且移动终端处于增强现实拍摄模式后,基于所述移动终端的移动状态调整增强现实中目标对象识别的识别频率。Exemplarily, the mobile terminal in this embodiment may specifically be an intelligent electronic device such as a mobile phone, a notebook, and a tablet computer. When the user uses the mobile terminal in this embodiment, after the mobile terminal detects that the current performance index value of the mobile terminal does not meet the reference threshold condition based on the adjustment device integrated therein, and the mobile terminal is in the augmented reality shooting mode, based on the The mobile state of the mobile terminal adjusts the recognition frequency of target object recognition in augmented reality.
本实施中的移动终端利用本发明提供的目标识别频率的调整装置,能够在移动终端性能指标值不符合基准阈值条件时,自适应的调整增强现实中目标对象识别的识别频率,使得进行增强现实操作时不会过多的占用移动终端的各项性能指标值,由此在不影响增强现实拍摄操作性能的同时还能够保证移动终端具有良好的工作性能,提升了用户体验。The mobile terminal in this implementation uses the device for adjusting target recognition frequency provided by the present invention to adaptively adjust the recognition frequency of target object recognition in augmented reality when the performance index value of the mobile terminal does not meet the reference threshold condition, so that the augmented reality During the operation, various performance index values of the mobile terminal will not be occupied too much, thereby ensuring good working performance of the mobile terminal while not affecting the operation performance of augmented reality shooting, and improving user experience.
注意,上述仅为本发明的较佳实施例及所运用技术原理。本领域技术人员会理解,本发明不限于这里所述的特定实施例,对本领域技术人员来说能够进行各种明显的变化、重新调整和替代而不会脱离本发明的保护范围。因此,虽然通过以上实施例对本发明进行了较为详细的说明,但是本发明不仅仅限于以上实施例,在不脱离本发明构思的情况下,还可以包括更多其他等效实施例,而本发明的范围由所附的权利要求范围决定。Note that the above are only preferred embodiments of the present invention and applied technical principles. Those skilled in the art will understand that the present invention is not limited to the specific embodiments described herein, and that various obvious changes, readjustments and substitutions can be made by those skilled in the art without departing from the protection scope of the present invention. Therefore, although the present invention has been described in detail through the above embodiments, the present invention is not limited to the above embodiments, and can also include more other equivalent embodiments without departing from the concept of the present invention, and the present invention The scope is determined by the scope of the appended claims.
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