CN105933613A - Image processing method, device and mobile terminal - Google Patents
Image processing method, device and mobile terminal Download PDFInfo
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Abstract
Description
技术领域technical field
本发明实施例涉及图像处理技术领域,尤其涉及一种图像处理的方法、装置及移动终端。Embodiments of the present invention relate to the technical field of image processing, and in particular, to an image processing method, device, and mobile terminal.
背景技术Background technique
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,集成于移动终端上的功能应用也越来越多,如,移动终端的拍摄功能,导航功能,多媒体播放功能等。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, functional applications integrated on mobile terminals There are also more and more functions, such as shooting functions, navigation functions, and multimedia playback functions of mobile terminals.
一般地,在基于移动终端的拍摄功能进行图像拍摄时,很多情况下实际拍摄出的图像并不能达到用户的预期效果,往往需要对图像进行美化处理,由此产生了能够对图像进行美化处理的图像美化方法。Generally, when shooting images based on the shooting function of a mobile terminal, in many cases, the actual captured images cannot meet the user's expected effect, and it is often necessary to beautify the image, resulting in the ability to beautify the image. Image beautification method.
然而,基于现有的图像美化方法往往只能对已拍摄完成的图像进行后期的美化处理,并不能在拍摄图像过程中实时进行图像美化,此外,也不能只对所拍摄图像中用户感兴趣的部分图像进行效果增强。However, based on the existing image beautification methods, it is often only possible to perform post-beautification processing on the captured images, and cannot perform image beautification in real time during the image capture process. Some images are enhanced.
发明内容Contents of the invention
本发明的目的是提出一种图像处理的方法、装置及移动终端,以达到在图像拍摄时对所拍摄图像中待处理的目标对象实时进行效果增强的目的。The purpose of the present invention is to provide an image processing method, device and mobile terminal to achieve the purpose of enhancing the effect of the target object to be processed in the captured image in real time when the image is captured.
一方面,本发明实施例提供了一种图像处理的方法,包括:On the one hand, an embodiment of the present invention provides a method for image processing, including:
在移动终端处于拍摄模式后,基于相机预览界面中的实景画面帧确定预选对象;After the mobile terminal is in the shooting mode, the preselected object is determined based on the real scene frame in the camera preview interface;
基于所述预选对象在所述实景画面帧中的景深值确定所述预选对象的对象类型;determining an object type of the preselected object based on a depth value of the preselected object in the real scene frame;
如果所述预选对象的对象类型符合预设类型,则将所述预选对象确定为待处理的目标对象;If the object type of the preselected object conforms to the preset type, then determining the preselected object as the target object to be processed;
基于增强现实对所述目标对象进行效果增强处理。Perform effect enhancement processing on the target object based on augmented reality.
另一方面,本发明实施例提供了一种图像处理的装置,包括:On the other hand, an embodiment of the present invention provides an image processing device, including:
预选对象确定模块,用于在移动终端处于拍摄模式后,基于相机预览界面中的实景画面帧确定预选对象;The preselected object determination module is used to determine the preselected object based on the real scene frame in the camera preview interface after the mobile terminal is in the shooting mode;
对象类型判定模块,用于基于所述预选对象在所述实景画面帧中的景深值确定所述预选对象的对象类型;An object type determination module, configured to determine the object type of the preselected object based on the depth value of the preselected object in the real scene frame;
目标对象确定模块,用于当所述预选对象的对象类型符合预设类型时,将所述预选对象确定为待处理的目标对象;a target object determining module, configured to determine the pre-selected object as the target object to be processed when the object type of the pre-selected object conforms to a preset type;
增强现实处理模块,用于基于增强现实对所述目标对象进行效果增强处理。The augmented reality processing module is configured to perform effect enhancement processing on the target object based on augmented reality.
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图像处理的装置。In yet another aspect, an embodiment of the present invention further provides a mobile terminal, where the mobile terminal integrates the image processing apparatus provided in the embodiment of the present invention.
本发明实施例提供了一种图像处理的方法、装置及移动终端,本发明的方法可以概括为:首先在移动终端处于拍摄模式后,基于显示在相机预览界面中的实景画面帧确定预选对象,然后基于景深值确定预选对象的对象类型,并基于预选对象的对象类型确定符合条件的目标对象,最终对确定的目标对象基于增强现实进行增强处理。利用该方法,能够在所拍摄的图像中选中符合预设条件的目标对象,并将增强现实技术融合到了移动终端的拍摄功能中,从而达到了基于增强现实技术实时地对所选中的目标对象进行效果增强的目的,由此即简化了图像处理过程又使所拍摄的图像达到了用户预期效果,提升了用户体验。Embodiments of the present invention provide an image processing method, device, and mobile terminal. The method of the present invention can be summarized as follows: firstly, after the mobile terminal is in the shooting mode, the preselected object is determined based on the real scene frame displayed in the camera preview interface, Then the object type of the pre-selected object is determined based on the depth of field value, and the target object meeting the conditions is determined based on the object type of the pre-selected object, and finally the determined target object is enhanced based on augmented reality. Using this method, the target object that meets the preset conditions can be selected in the captured image, and the augmented reality technology is integrated into the shooting function of the mobile terminal, so as to realize the real-time monitoring of the selected target object based on the augmented reality technology. The purpose of enhancing the effect is to simplify the image processing process and make the captured image achieve the expected effect of the user, thereby improving the user experience.
附图说明Description of drawings
图1为本发明实施例一提供的一种图像处理的方法的流程示意图;FIG. 1 is a schematic flowchart of an image processing method provided in Embodiment 1 of the present invention;
图2为本发明实施例二提供的一种图像处理的方法的流程示意图;FIG. 2 is a schematic flowchart of an image processing method provided in Embodiment 2 of the present invention;
图3a为本发明实施例三提供的一种图像处理的方法的流程示意图;FIG. 3a is a schematic flowchart of an image processing method provided by Embodiment 3 of the present invention;
图3b为在相机预览界面的实景画面帧中确定目标对象的示例图;Fig. 3b is an example diagram of determining a target object in a real scene frame of a camera preview interface;
图3c为在相机预览界面的实景画面帧中确定目标对象的另一示例图;Fig. 3c is another example diagram of determining a target object in a real scene frame of a camera preview interface;
图4为本发明实施例四提供的一种图像处理的装置的结构框图。FIG. 4 is a structural block diagram of an image processing device provided by Embodiment 4 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 solution 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图像处理的方法的流程示意图。该方法适用于在用户使用移动终端进行拍摄时,对所拍摄图像进行效果增强处理的情况,可以由图像处理的装置执行,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 an image processing method provided by Embodiment 1 of the present invention. This method is applicable to the case where the effect enhancement processing is performed on the captured image when the user uses the mobile terminal to take pictures, and can be executed by an image processing device, wherein the device can be implemented by software and/or hardware, and is generally integrated in the mobile terminal .
如图1所示,本发明实施例一提供的一种图像处理的方法,具体包括如下操作:As shown in FIG. 1, an image processing method provided by Embodiment 1 of the present invention specifically includes the following operations:
S101、在移动终端处于拍摄模式后,基于相机预览界面中的实景画面帧确定预选对象。S101. After the mobile terminal is in a shooting mode, determine a preselected object based on a real-scene picture frame in a camera preview interface.
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,移动终端处于拍摄模式具体可理解为移动终端启动拍摄应用后基于摄像头进行图像拍摄的模式。所述相机预览界面具体可理解为能够实时显示移动终端摄像头所捕捉实景的界面。一般的,所捕捉的实景以画面帧的形式显示在相机预览界面中。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 fact that the mobile terminal is in the shooting mode may specifically be understood as a mode in which the mobile terminal performs image shooting based on the camera after starting the shooting application. Specifically, the camera preview interface can be understood as an interface capable of displaying the real scene captured by the camera of the mobile terminal in real time. Generally, the captured real scene is displayed in the camera preview interface in the form of picture frames.
在本实施例中,所述预选对象具体可理解为实景画面帧中基于设定条件选定的可以作为目标对象进行效果增强的图像。其中,所述预选对象可以是一个或者多个。所述设定条件可以是预先设定待增强的目标对象的图像特征(如待增强对象的颜色、形状或者大小等特征点),由此确定可以作为目标对象的预选对象。In this embodiment, the pre-selected object may specifically be understood as an image selected based on a set condition in a real-scene frame and can be used as a target object for effect enhancement. Wherein, the preselected objects may be one or more. The setting condition may be to pre-set image features of the target object to be enhanced (such as feature points such as color, shape, or size of the object to be enhanced), thereby determining a preselected object that can be used as the target object.
S102、基于所述预选对象在所述实景画面帧中的景深值确定所述预选对象的对象类型。S102. Determine an object type of the preselected object based on a depth value of the preselected object in the real picture frame.
在本实施例中,相机预览界面中的实景画面帧存在景深值的大小。具体的,可以将基于摄像头捕捉实景时画面帧中能够清晰显示实景的深度值确定为所捕捉实景画面帧的景深值,当能够清晰显示景物的深度值较小时,可以认为所捕捉实景画面帧的景深值较小,反之,能够清晰显示景物的深度值较大时,可以认为所捕捉实景画面帧的景深值较大。一般地,对景深值大小的调整可以通过图像拍摄时的对焦调整来实现,也可以通过对所捕捉的同一实景的至少两个画面帧进行合成来实现。In this embodiment, the real-scene frame in the camera preview interface has a depth of field value. Specifically, the depth value that can clearly display the real scene in the picture frame based on the camera capturing the real scene can be determined as the depth value of the captured real picture frame, and when the depth value that can clearly show the scene is small, it can be considered that the captured real picture frame The depth of field value is small, and conversely, when the depth value that can clearly display the scene is large, it can be considered that the depth of field value of the captured real scene frame is large. Generally, the adjustment of the depth of field value can be realized by focusing adjustment during image shooting, or by synthesizing at least two captured frames of the same real scene.
在本实施例中,对于具有景深值的实景画面帧而言,还可确定所述实景画面帧中所显示图像的景深值,一般地,所述实景画面帧中所显示图像的景深值可理解为该图像显示在所述实景画面帧中的深度值,当图像显示在所述实景画面帧中的景深值超过设定值时,可认为该图像为一个立体图像,其对象类型为立体型;当图像显示在所述实景画面帧中的深度值不超过设定值时,可认为该图像为一个平面图像,其对象类型为平面型。需要说明的是,实景画面帧所具有的景深值越高,就越容易确定实景画面帧中所显示图像的景深值。In this embodiment, for a real-scene picture frame with a depth value, the depth of field value of the image displayed in the real-scene picture frame can also be determined. Generally, the depth of field value of the image displayed in the real-scene picture frame can be understood is the depth value of the image displayed in the real picture frame, when the depth value of the image displayed in the real picture frame exceeds the set value, the image can be considered as a stereoscopic image, and its object type is stereoscopic; When the depth value of the image displayed in the real scene frame does not exceed the set value, the image can be considered as a planar image, and the object type is planar. It should be noted that the higher the depth of field value of the real picture frame, the easier it is to determine the depth of field value of the image displayed in the real picture frame.
此外,对于实景画面帧中的图像而言,如果该图像为现实中的一个真实物体,则该图像在实景画面帧中一般显示为立体形式且景深值高于预设值,如果该图像存在于照片或海报中,则再次对存在于照片或海报中的图像进行捕捉时,则该图像在实景画面帧中显示为平面形式且景深值低于预设值。由此可以通过确定图像在实景画面帧中的景深值来确定图像的对象类型。In addition, for an image in a real scene frame, if the image is a real object in reality, the image is generally displayed in a stereoscopic form in the real scene frame and the depth of field value is higher than a preset value. If the image exists in In the photo or poster, when the image existing in the photo or poster is captured again, the image is displayed in a plane form in the real picture frame and the depth of field value is lower than the preset value. Therefore, the object type of the image can be determined by determining the field depth value of the image in the real picture frame.
S103、如果所述预选对象的对象类型符合预设类型,则将所述预选对象确定为待处理的目标对象。S103. If the object type of the preselected object conforms to the preset type, determine the preselected object as the target object to be processed.
在本实施例中,待处理的目标对象需要预先设定,具体的,可以预先设定所述待处理的目标对象的选定条件,所述选定条件可用于确定预选对象,然后还可以预先设定待处理的目标对象的对象类型,后续可以通过判定预选对象的对象类型来确定所述预选图像是否为待处理的目标对象。示例性的,如果预设的待处理的目标对象的对象类型为立体型,则可在确定预选对象的对象类型是否为立体型后,确定该预选对象是否为待处理的目标对象。In this embodiment, the target object to be processed needs to be preset. Specifically, the selection condition of the target object to be processed can be preset. The selection condition can be used to determine the pre-selected object, and then it can also be preset The object type of the target object to be processed is set, and subsequently whether the preselected image is the target object to be processed can be determined by determining the object type of the preselected object. Exemplarily, if the preset object type of the target object to be processed is stereotype, after determining whether the object type of the preselected object is stereotype, it may be determined whether the preselected object is the target object to be processed.
S104、基于增强现实对所述目标对象进行效果增强处理。S104. Perform effect enhancement processing on the target object based on augmented reality.
需要说明的是,增强现实(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。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电子设备的很多功能应用中。It should be noted that augmented reality (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. world and interact with it. With the wide application of mobile terminals, augmented reality technology is gradually integrated into many functional applications of mobile electronic devices.
在本实施例中,可以把所述增强现实融合到移动终端的拍照功能中,从而在拍照的时候能够基于增强现实技术实时的对所拍摄的图像进行效果或场景的增强。在本实施例中,基于增强现实技术对实景画面帧中所确定的目标对象进行效果增强,以达到图像处理的预期效果。In this embodiment, the augmented reality can be integrated into the photographing function of the mobile terminal, so that the effect or scene can be enhanced in real time on the photographed image based on the augmented reality technology when photographing. In this embodiment, based on the augmented reality technology, effect enhancement is performed on the target object determined in the real-scene picture frame, so as to achieve the expected effect of image processing.
本发明实施例一提供的一种图像处理的方法,首先在移动终端处于拍摄模式后,基于显示在相机预览界面中的实景画面帧确定预选对象,然后基于景深值确定预选对象的对象类型,并基于预选对象的对象类型确定符合条件的目标对象,最终对确定的目标对象基于增强现实进行增强处理。利用该方法,能够在所拍摄的图像中选中符合预设条件的目标对象,并将增强现实技术融合到了移动终端的拍摄功能中,从而达到了基于增强现实技术实时地对所选中的目标对象进行效果增强的目的,由此即简化了图像处理过程又使所拍摄的图像达到了用户预期效果,提升了用户体验。In the image processing method provided by Embodiment 1 of the present invention, firstly, after the mobile terminal is in the shooting mode, the preselected object is determined based on the real scene frame displayed in the camera preview interface, and then the object type of the preselected object is determined based on the depth of field value, and The qualified target object is determined based on the object type of the preselected object, and finally the determined target object is enhanced based on the augmented reality. Using this method, the target object that meets the preset conditions can be selected in the captured image, and the augmented reality technology is integrated into the shooting function of the mobile terminal, so as to realize the real-time monitoring of the selected target object based on the augmented reality technology. The purpose of enhancing the effect is to simplify the image processing process and make the captured image achieve the expected effect of the user, thereby improving the user experience.
实施例二Embodiment two
图2为本发明实施例二提供的一种图像处理的方法的流程示意图,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,还优化增加了步骤:获取通过移动终端上至少两个摄像头分别捕捉的当前画面帧;对分别捕捉到的至少两张当前画面帧进行图像合成处理,以合成满足预设景深范围的实景画面帧;将所述实景画面帧显示在所述相机预览界面中。Fig. 2 is a schematic flowchart of an image processing method provided by Embodiment 2 of the present invention. Embodiment 2 of the present invention is optimized based on the above-mentioned embodiment. In this embodiment, a step is also optimized and added: acquire The current picture frames captured by at least two cameras on the Internet; image synthesis processing is performed on the at least two current picture frames captured respectively to synthesize real-world picture frames satisfying the preset depth of field range; and the real-world picture frames are displayed on the In the camera preview interface.
如图2所示,本发明实施例二提供的一种图像处理的方法,具体包括如下操作:As shown in Figure 2, an image processing method provided by Embodiment 2 of the present invention specifically includes the following operations:
S201、在移动终端处于拍摄模式后,获取通过移动终端上至少两个摄像头分别捕捉的当前画面帧。S201. After the mobile terminal is in a shooting mode, acquire current picture frames respectively captured by at least two cameras on the mobile terminal.
在本实施例中,采用基于至少两个摄像头来对同一画面进行画面帧的捕捉。示例性的,所述至少两个摄像头可以是平行设置的双摄像头;一般地,所采用的至少两个摄像头中的镜头设置往往不同,有的是长角镜头,有的是广角镜头,所以当基于上述多个摄像头对同一画面进行捕捉时,每个摄像头对同一画面进行捕捉时的捕捉重点就不同,有的摄像头将重点放在捕捉待拍摄图像的轮廓上,只进行黑白色捕捉,这样可以清晰的捕捉到近景和远景的图像,保留更多的细节,有的摄像头将重点放在捕捉待拍摄图像的颜色上,仅进行颜色的渲染,保证颜色的真实性。In this embodiment, at least two cameras are used to capture picture frames of the same picture. Exemplarily, the at least two cameras may be dual cameras arranged in parallel; generally, the lens settings of the at least two cameras used are often different, some are long-angle lenses, some are wide-angle lenses, so when based on the above-mentioned multiple cameras When capturing the same picture, each camera has different capture points when capturing the same picture. Some cameras focus on capturing the outline of the image to be shot, and only capture in black and white, so that the close-up can be clearly captured And the image of the distant view retains more details. Some cameras focus on capturing the color of the image to be captured, and only render the color to ensure the authenticity of the color.
S202、对分别捕捉到的至少两张当前画面帧进行图像合成处理,以合成满足预设景深范围的实景画面帧。S202. Perform image composition processing on at least two current picture frames captured respectively, so as to synthesize real scene picture frames satisfying a preset depth of field range.
在本实施例中,当基于至少两个摄像头捕捉到同一画面的至少两张实景画面帧时,由于所捕捉的每张实景画面帧的重点不同,当对这些实景画面帧进行图像合成时,所形成的新的实景画面帧中既保留了清晰的图像,突出了更多图像细节(清晰的凸显了远景和近景的细节,增加了实景画面帧的景深值)。In this embodiment, when at least two real-scene picture frames of the same picture are captured based on at least two cameras, since the focus of each captured real-scene picture frame is different, when performing image synthesis on these real-scene picture frames, the The new real-action picture frame not only retains a clear image, but also highlights more image details (clearly highlights the details of the distant view and the near view, and increases the depth of field value of the real-action picture frame).
在本实施例中,为了更容易的确定实景画面帧中图像的景深值,就要保证所述实景画面帧的景深值能够处于预设景深范围。基于上述图像合成处理,可以得到满足预设景深范围的实景画面帧。In this embodiment, in order to more easily determine the depth of field value of the image in the real scene picture frame, it is necessary to ensure that the field depth value of the real scene picture frame can be within a preset depth of field range. Based on the above image synthesis processing, real-scene picture frames satisfying the preset depth-of-field range can be obtained.
S203、将所述实景画面帧显示在所述相机预览界面中。S203. Display the real scene frame in the camera preview interface.
在本实施例中,对所捕捉的至少两张实景画面帧进行图像合成处理之后,可以将所形成满足预设景深范围的实景画面帧显示在所述相机预览界面中。In this embodiment, after image composition processing is performed on at least two captured real-scene picture frames, the formed real-scene picture frames satisfying a preset depth of field range may be displayed in the camera preview interface.
需要注意的是,每个摄像头进行实景画面帧捕捉,以及至少两张对实景画面帧进行合成处理的过程是极为短暂的,用户甚至感受不到这种合成处理的操作,就能够在相机预览界面中看到已合成后的实景画面帧。It should be noted that the process of each camera capturing real-world image frames and at least two composite processing of real-life image frames is extremely short-lived. You can see the composited real-life picture frame in .
S204、基于相机预览界面中的实景画面帧确定预选对象。S204. Determine a pre-selected object based on the real scene image frame in the camera preview interface.
示例性的,所述实景画面帧为经图像合成处理所形成的画面帧,可以在所述画面帧中基于设定的图像属性确定能够作为目标对象的预选对象。Exemplarily, the real-scene picture frame is a picture frame formed through image synthesis processing, and a preselected object that can be used as a target object can be determined based on a set image attribute in the picture frame.
S205、基于所述预选对象在所述实景画面帧中的景深值确定所述预选对象的对象类型。S205. Determine an object type of the preselected object based on a depth value of the preselected object in the real scene picture frame.
示例性的,由于经图像合成处理所形成的实景画面帧所具有的景深值符合预设景深范围,在实景画面帧所具有的景深值处于预设景深范围时,就很容易确定实景画面帧中预选对象的景深值。Exemplarily, since the depth of field value of the real scene picture frame formed by the image synthesis process conforms to the preset depth of field range, when the depth of field value of the real scene picture frame is within the preset depth of field range, it is easy to determine Depth of field value for preselected objects.
示例性的,当图像在实景画面帧中的景深值大于设定值时,可以认为该图像为立体图像,所对应的对象类型可以为立体型。Exemplarily, when the depth of field value of the image in the real picture frame is greater than the set value, the image may be considered as a stereoscopic image, and the corresponding object type may be stereoscopic.
S206、如果所述预选对象的对象类型符合预设类型,则将所述预选对象确定为待处理的目标对象。S206. If the object type of the preselected object conforms to the preset type, determine the preselected object as the target object to be processed.
示例性的,当基于步骤S205确定出预选对象的对象类型后,可以判定该对象类型是否符合预设类型,假设预设类型为立体型,则可将对象类型为立体型的预选对象作为待处理的目标对象。Exemplarily, after the object type of the pre-selected object is determined based on step S205, it can be determined whether the object type conforms to the preset type, assuming that the preset type is three-dimensional, then the pre-selected object whose object type is three-dimensional can be regarded as to be processed target audience.
S207、基于增强现实对所述目标对象进行效果增强处理。S207. Perform effect enhancement processing on the target object based on augmented reality.
示例性的,可以将增强现实技术融合到移动终端的拍摄功能中,由此在基于移动终端拍摄时对已确定的待增强的目标对象进行效果增强。Exemplarily, the augmented reality technology may be integrated into the shooting function of the mobile terminal, so as to enhance the effect of the determined target object to be enhanced when shooting based on the mobile terminal.
本发明实施例二提供的一种图像处理的方法,具体化了确定符合预设景深范围的实景画面帧的过程,即通过至少两个摄像头捕捉实景画面帧,并通过合并所捕捉的当前画面帧来确定相机预览界面中显示的符合预设景深范围的实景画面帧。利用该方法,能够快速确定预选对象的景深值并能够基于预选对象的景深值确定相应的对象类型,由此能够准确快速的确定待增强的目标对象,此外,还将增强现实技术融合到了移动终端的拍摄功能中,从而达到了基于增强现实技术实时地对所选中的目标对象进行效果增强的目的,由此即简化了图像处理过程又使所拍摄的图像达到了用户预期效果,提升了用户体验。An image processing method provided in Embodiment 2 of the present invention embodies the process of determining a real-scene picture frame conforming to a preset depth of field range, that is, captures a real-scene picture frame through at least two cameras, and combines the captured current picture frames To determine the live-action frame displayed in the camera preview interface that conforms to the preset depth-of-field range. Using this method, the depth of field value of the pre-selected object can be quickly determined and the corresponding object type can be determined based on the depth of field value of the pre-selected object, so that the target object to be enhanced can be accurately and quickly determined. In addition, the augmented reality technology is integrated into the mobile terminal In the shooting function of the camera, the purpose of enhancing the effect of the selected target object in real time based on augmented reality technology is achieved, which not only simplifies the image processing process, but also enables the captured image to achieve the desired effect of the user, improving the user experience. .
实施例三Embodiment three
图3a为本发明实施例三提供的一种图像处理的方法的流程示意图,本发明实施例三以上述实施例为基础进行优化,在本实施例中,将步骤“基于相机预览界面中的实景画面帧确定预选对象”优化为:在所述实景画面像帧中提取与预设图像属性相匹配的图像特征点;基于所述图像特征点确定图像轮廓,并将所述图像轮廓形成的图像确定为预选对象。Fig. 3a is a schematic flowchart of an image processing method provided by Embodiment 3 of the present invention. Embodiment 3 of the present invention is optimized on the basis of the above-mentioned embodiment. In this embodiment, the step "based on the real scene in the camera preview interface Determining the pre-selected object in the picture frame is optimized as: extracting image feature points that match preset image attributes in the real-scene picture frame; determining the image outline based on the image feature points, and determining the image formed by the image outline for the preselected object.
进一步的,将步骤“基于所述预选对象在所述实景画面帧中的景深值确定所述预选对象的对象类型”优化为:如果所述预选对象在所述实景画面帧中的景深值大于设定值,则确定所述预选对象的对象类型为立体型;如果所述预选对象在所述实景画面帧中的景深值小于或等于设定值,则确定所述预选对象的对象类型为平面型。Further, the step of "determining the object type of the preselected object based on the depth value of the preselected object in the real picture frame" is optimized as follows: if the depth value of the preselected object in the real picture frame is greater than the set If the value is fixed, the object type of the preselected object is determined to be stereo; if the depth of field value of the preselected object in the real scene frame is less than or equal to the set value, then the object type of the preselected object is determined to be planar .
此外,还将步骤“基于增强现实对所述目标对象进行效果增强处理”优化为:基于增强现实库中与所述目标对象匹配的虚拟内容对所述目标对象进行效果增强处理。In addition, the step of "performing effect enhancement processing on the target object based on augmented reality" is optimized as: performing effect enhancement processing on the target object based on the virtual content in the augmented reality library that matches the target object.
如图3a所示,本发明实施例三提供的一种图像处理的方法,具体包括如下操作:As shown in Figure 3a, an image processing method provided by Embodiment 3 of the present invention specifically includes the following operations:
S301、在移动终端处于拍摄模式后,获取通过移动终端上至少两个摄像头分别捕捉的当前画面帧。S301. After the mobile terminal is in a shooting mode, acquire current picture frames respectively captured by at least two cameras on the mobile terminal.
S302、对分别捕捉到的至少两张当前画面帧进行图像合成处理,以合成满足预设景深范围的实景画面帧。S302. Perform image synthesis processing on at least two currently captured image frames, so as to synthesize real-scene image frames satisfying a preset depth-of-field range.
S303、将所述实景画面帧显示在所述相机预览界面中。S303. Display the real scene frame in the camera preview interface.
在本实施例中,步骤S301~步骤S303基于图像合成处理确定了满足预设景深范围的实景画面帧,并将述实景画面帧显示在所述相机预览界面中。In this embodiment, steps S301 to S303 determine the real-scene frame that satisfies the preset depth-of-field range based on the image synthesis process, and display the real-scene frame on the camera preview interface.
S304、在所述实景画面像帧中提取与预设图像属性相匹配的图像特征点。S304. Extract image feature points matching preset image attributes from the image frame of the real scene.
在本实施例中,可以在所述实景画面帧中提取与预设图像属性相匹配的图像特征点。其中,所述预设的图像属性具体可以在拍摄实景画面之前设置,可以认为所述预设的图像属性为待增强的目标对象的图像属性。示例性的,如预设的图像属性为玫瑰花所具有的属性,则可将玫瑰花作为需要增强的预选对象。In this embodiment, image feature points matching preset image attributes may be extracted from the real-scene picture frame. Wherein, the preset image attribute may specifically be set before shooting the real-scene picture, and may be considered as the image attribute of the target object to be enhanced. Exemplarily, if the preset image attribute is an attribute of a rose, the rose may be used as a preselected object to be enhanced.
在本实施例中,以玫瑰花作为待增强的预选对象为例,首先可以在所述实景画面帧中提取与所述玫瑰花属性相匹配的图像特征点,所述图像特征点可以有形状特征点、大小特征点以及颜色特征点等。In this embodiment, taking roses as the pre-selected object to be enhanced as an example, first, image feature points matching the attributes of the rose can be extracted from the real scene frame, and the image feature points can have shape features points, size feature points, and color feature points.
S305、基于所述图像特征点确定图像轮廓,并将所述图像轮廓形成的图像确定为预选对象。S305. Determine an image contour based on the image feature points, and determine an image formed by the image contour as a preselected object.
在本实施例中,基于步骤S304确定出与所述预设图像属性相匹配的图像特征点后,可以基于所述图像特征点在所述待识别区域中形成对应的图像轮廓,最后可以将基于所述图像轮廓确定的图像作为待增强的预选对象。In this embodiment, after the image feature points matching the preset image attributes are determined based on step S304, a corresponding image outline can be formed in the region to be recognized based on the image feature points, and finally the The image whose outline is determined is used as a preselected object to be enhanced.
需要说明的是,在所述实景画面帧中,与预设图像属性相匹配的图像特征点所形成的预选对象个数可以是一个,也可以是多个。It should be noted that, in the real-scene picture frame, the number of preselected objects formed by image feature points matching preset image attributes may be one or multiple.
S306、如果所述预选对象在所述实景画面帧中的景深值大于设定值,则确定所述预选对象的对象类型为立体型。S306. If the depth of field value of the preselected object in the real scene frame is greater than a set value, determine that the object type of the preselected object is stereo.
在本实施例中,可以在符合预设景深范围的实景画面帧中确定所述预选对象对应的景深值,当确定所述景深值大于设定值时,则可认为所述预选对象为立体图像,该预选对象所对应的对象类型为立体型。In this embodiment, the depth of field value corresponding to the preselected object can be determined in the real-scene picture frame conforming to the preset depth of field range, and when the depth of field value is determined to be greater than the set value, the preselected object can be considered as a stereoscopic image , the object type corresponding to the preselected object is stereotype.
示例性的,对象类型为立体型的预选对象可以是摄像头所捕捉的一个真实的物体图像。Exemplarily, the preselected object whose object type is stereo may be a real object image captured by a camera.
S307、如果所述预选对象在所述实景画面帧中的景深值小于或等于设定值,则确定所述预选对象的对象类型为平面型。S307. If the depth of field value of the preselected object in the real picture frame is less than or equal to a set value, determine that the object type of the preselected object is a plane type.
在本实施例中,当确定所述景深值小于或等于设定值时,则可认为所述预选对象为平面图像,该预选对象所对应的对象类型为平面型。In this embodiment, when it is determined that the depth of field value is less than or equal to a set value, it may be considered that the preselected object is a planar image, and the object type corresponding to the preselected object is a planar image.
示例性的,对象类型为平面型的预选对象可以是摄像头所捕捉的平面照面或海报上显示的一个非真实图像。Exemplarily, the preselected object whose object type is planar may be a planar face captured by a camera or a non-real image displayed on a poster.
S308、如果所述预选对象的对象类型符合预设类型,则将所述预选对象确定为待处理的目标对象。S308. If the object type of the preselected object conforms to the preset type, determine the preselected object as the target object to be processed.
在本实施例中,对目标对象进行效果增强前,通常会预设目标对象的待增强类型,以使目标对象的增强效果更好,一般地,如果预选对象的对象类型符合预设的待增强类型,则表明该预设对象可以作为目标对象进行效果增强。In this embodiment, before enhancing the effect of the target object, the type of the target object to be enhanced is usually preset to make the enhancement effect of the target object better. Generally, if the object type of the pre-selected object meets the preset object type to be enhanced type, it indicates that the preset object can be used as the target object for effect enhancement.
S309、基于增强现实库中与所述目标对象匹配的虚拟内容对所述目标对象进行效果增强处理。S309. Perform effect enhancement processing on the target object based on the virtual content matching the target object in the augmented reality library.
在本实施例中,基于增强现实技术进行效果或场景增强时,主要依据存储于增强现实库中的虚拟内容实现,只要确定所述增强现实库中存在于所述目标对象相匹配的虚拟内容,就可以基于所述虚拟内容对所述目标对象进行增强操作。In this embodiment, when the effect or scene enhancement is performed based on augmented reality technology, it is mainly implemented based on the virtual content stored in the augmented reality library, as long as it is determined that the virtual content matching the target object exists in the augmented reality library, An enhancement operation can be performed on the target object based on the virtual content.
本发明实施例三提供的一种图像处理的方法,具体化了目标对象的确定过程,使得目标对象能够基于实景画面帧中的预选对象的对象类型进行确定,此外,还具体化对目标对象进行增强操作的步骤,以使目标对象能够在增强现实库中存在对应的虚拟内容时进行效果增强。利用该方法,能够准确快速的确定待增强的目标对象,此外,还将增强现实技术融合到了移动终端的拍摄功能中,从而达到了基于增强现实技术实时地对所选中的目标对象进行效果增强的目的,由此即简化了图像处理过程又使所拍摄的图像达到了用户预期效果,提升了用户体验。The image processing method provided by Embodiment 3 of the present invention embodies the process of determining the target object, so that the target object can be determined based on the object type of the pre-selected object in the real-scene picture frame. In addition, it also embodies the target object Steps of the enhancement operation, so that the target object can perform effect enhancement when there is corresponding virtual content in the augmented reality library. Using this method, the target object to be enhanced can be accurately and quickly determined. In addition, the augmented reality technology is integrated into the shooting function of the mobile terminal, so that the effect of the selected target object can be enhanced in real time based on the augmented reality technology. The purpose of this is to simplify the image processing process and make the captured image achieve the desired effect of the user, thereby improving the user experience.
在上述实施例的基础上,本发明实施例三提供了两幅在相机预览界面中实景画面帧基于景深值确定目标对象的示例图,其中,图3b和图3c分别为在相机预览界面的实景画面帧中确定目标对象的示例图。On the basis of the above-mentioned embodiments, the third embodiment of the present invention provides two example diagrams in which the target object is determined based on the depth of field value in the real-scene frame in the camera preview interface, wherein, Fig. 3b and Fig. 3c are respectively the real-scene in the camera preview interface Illustration of an example of targeting an object in a picture frame.
具体的,如图3b所示,显示在相机预览界面中的实景画面帧31,为基于至少两个摄像头捕捉并经过图像合并处理所得,可以看出实景画面帧31中存在一个符合设定条件的预选图像311,且在实景画面帧31中可以确定预选图像311的景深值,由于所确定出的景深值大于设定值,则可认为预选图像311为一个立体图像,所对应的对象类型为立体型。此时,如果预设的待增强的目标对象地对象类型为立体型,则在实景画面帧31中很容易就可以确定出预选图像311为待增强的目标对象。Specifically, as shown in FIG. 3b, the real-scene picture frame 31 displayed in the camera preview interface is obtained based on at least two camera captures and image merging processing. It can be seen that there is a real-scene picture frame 31 that meets the set conditions. preselected image 311, and the depth of field value of the preselected image 311 can be determined in the real picture frame 31, since the determined depth of field value is greater than the set value, it can be considered that the preselected image 311 is a stereoscopic image, and the corresponding object type is stereoscopic type. At this time, if the preset object type of the target object to be enhanced is stereo, then the preselected image 311 can be easily determined as the target object to be enhanced in the real-scene frame 31 .
此外,如图3c所示,显示在相机预览界面中的实景画面帧32,为基于至少两个摄像头捕捉并经过图像合并处理所得,可以看出实景画面帧32中存在一个符合设定条件的预选图像321,且在实景画面帧32中可以确定预选图像321的景深值,由于所确定出的景深值小于设定值,则可认为预选图像321为一个平面图像,所对应的对象类型为平面型。此时,如果预设的待增强的目标对象地对象类型为立体型,则在实景画面帧32中很容易就可以确定出预选图像321不能作为待增强的目标对象。In addition, as shown in FIG. 3c, the real-scene picture frame 32 displayed in the camera preview interface is obtained based on at least two camera captures and image merging processing. It can be seen that there is a pre-selected frame 32 that meets the set conditions image 321, and the depth of field value of the preselected image 321 can be determined in the real picture frame 32, since the determined depth of field value is smaller than the set value, it can be considered that the preselected image 321 is a planar image, and the corresponding object type is planar . At this time, if the preset object type of the target object to be enhanced is stereo, it can be easily determined in the real scene frame 32 that the preselected image 321 cannot be the target object to be enhanced.
实施例四Embodiment Four
图4为本发明实施例四提供的一种图像处理的装置的结构框图,该装置适用于在用户使用移动终端进行拍摄时,对所拍摄图像进行效果增强处理的情况。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4所示,该识别装置包括:预选对象确定模块41、对象类型判定模块42、目标对象确定模块43以及增强现实处理模块44。FIG. 4 is a structural block diagram of an image processing device according to Embodiment 4 of the present invention. The device is suitable for performing effect enhancement processing on captured images when a user uses a mobile terminal to capture images. The device can be implemented by software and/or hardware, and is generally integrated in a mobile terminal. As shown in FIG. 4 , the identification device includes: a preselected object determination module 41 , an object type determination module 42 , a target object determination module 43 and an augmented reality processing module 44 .
其中,预选对象确定模块41,用于在移动终端处于拍摄模式后,基于相机预览界面中的实景画面帧确定预选对象;Wherein, the pre-selected object determination module 41 is used to determine the pre-selected object based on the real scene picture frame in the camera preview interface after the mobile terminal is in the shooting mode;
对象类型判定模块42,用于基于所述预选对象在所述实景画面帧中的景深值确定所述预选对象的对象类型;An object type determination module 42, configured to determine the object type of the preselected object based on the depth value of the preselected object in the real scene picture frame;
目标对象确定模块43,用于当所述预选对象的对象类型符合预设类型时,将所述预选对象确定为待处理的目标对象;A target object determination module 43, configured to determine the pre-selected object as the target object to be processed when the object type of the pre-selected object conforms to a preset type;
增强现实处理模块44,用于基于增强现实对所述目标对象进行效果增强处理。The augmented reality processing module 44 is configured to perform effect enhancement processing on the target object based on augmented reality.
在本实施例中,该装置首先通过预选对象确定模块41在移动终端处于拍摄模式后,基于相机预览界面中的实景画面帧确定预选对象;然后通过对象类型判定模块42基于所述预选对象在所述实景画面帧中的景深值确定所述预选对象的对象类型;之后通过目标对象确定模块43当所述预选对象的对象类型符合预设类型时,将所述预选对象确定为待处理的目标对象;最终通过增强现实处理模块44基于增强现实对所述目标对象进行效果增强处理。In this embodiment, the device first determines the preselected object based on the real scene picture frame in the camera preview interface through the preselected object determination module 41 after the mobile terminal is in the shooting mode; The depth of field value in the real-scene picture frame determines the object type of the pre-selected object; then, when the object type of the pre-selected object conforms to the preset type through the target object determination module 43, the pre-selected object is determined as the target object to be processed ; Finally, the augmented reality processing module 44 performs effect enhancement processing on the target object based on the augmented reality.
本发明实施例四提供的一种图像处理的装置,能够在所拍摄的图像中选中符合预设条件的目标对象,并将增强现实技术融合到了移动终端的拍摄功能中,从而达到了基于增强现实技术实时地对所选中的目标对象进行效果增强的目的,由此即简化了图像处理过程又使所拍摄的图像达到了用户预期效果,提升了用户体验。An image processing device provided in Embodiment 4 of the present invention can select a target object that meets preset conditions in the captured image, and integrate augmented reality technology into the shooting function of the mobile terminal, thereby achieving the goal based on augmented reality. The purpose of the technology is to enhance the effect of the selected target object in real time, which not only simplifies the image processing process but also enables the captured image to achieve the expected effect of the user, improving the user experience.
进一步的,还包括了:Further, it also includes:
图像捕捉模块,用于获取通过移动终端上至少两个摄像头分别捕捉的当前画面帧;An image capture module, configured to acquire current picture frames captured by at least two cameras on the mobile terminal;
图像合成模块,用于对分别捕捉到的至少两张当前画面帧进行图像合成处理,以合成满足预设景深范围的实景画面帧;An image synthesis module, configured to perform image synthesis processing on at least two current picture frames captured respectively, so as to synthesize real scene picture frames satisfying a preset depth-of-field range;
图像显示模块,用于将所述实景画面帧显示在所述相机预览界面中。An image display module, configured to display the real scene frame in the camera preview interface.
进一步的,所述预选对象确定模块41,具体用于:Further, the preselected object determination module 41 is specifically used for:
在所述实景画面像帧中提取与预设图像属性相匹配的图像特征点;Extracting image feature points matching preset image attributes in the image frame of the real scene;
基于所述图像特征点确定图像轮廓,并将所述图像轮廓形成的图像确定为预选对象。An image contour is determined based on the image feature points, and an image formed by the image contour is determined as a preselected object.
进一步的,所述对象类型判定模块42,具体用于:Further, the object type determination module 42 is specifically used for:
当所述预选对象在所述实景画面帧中的景深值大于设定值时,确定所述预选对象的对象类型为立体型;When the depth of field value of the preselected object in the real scene frame is greater than a set value, it is determined that the object type of the preselected object is a three-dimensional type;
当所述预选对象在所述实景画面帧中的景深值小于或等于设定值时,确定所述预选对象的对象类型为平面型。When the depth of field value of the pre-selected object in the real scene frame is less than or equal to a set value, it is determined that the object type of the pre-selected object is a planar type.
进一步的,所述增强现实处理模块44,具体包括:Further, the augmented reality processing module 44 specifically includes:
基于增强现实库中与所述目标对象匹配的虚拟内容对所述目标对象进行效果增强处理。Perform effect enhancement processing on the target object based on the virtual content matching the target object in the augmented reality library.
实施例五Embodiment five
本发明实施例五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图像处理的装置。可以通过执行图像处理的方法进行实时进行所拍摄图像的处理。Embodiment 5 of the present invention provides a mobile terminal, which integrates the image processing apparatus provided in the foregoing embodiments. The processing of captured images can be performed in real time by performing image processing.
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图像处理的装置在移动终端处于拍摄模式后,基于相机预览界面中的实景画面帧确定预选对象,然后基于所述预选对象在所述实景画面帧中的景深值确定所述预选对象的对象类型,之后当所述预选对象的对象类型符合预设类型时,则将所述预选对象确定为待处理的目标对象,最终基于增强现实对所述目标对象进行效果增强处理。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, the mobile terminal determines the preselected object based on the real scene picture frame in the camera preview interface after the mobile terminal is in the shooting mode based on the image processing device integrated in it, and then based on the preselected object The depth of field value in the real picture frame determines the object type of the pre-selected object, and then when the object type of the pre-selected object conforms to the preset type, the pre-selected object is determined as the target object to be processed, and finally based on Augmented reality performs effect enhancement processing on the target object.
本实施例中的移动终端利用本发明提供的图像处理的装置,能够在所拍摄的图像中选中符合预设条件的目标对象,并将增强现实技术融合到了移动终端的拍摄功能中,从而达到了基于增强现实技术实时地对所选中的目标对象进行效果增强的目的,由此即简化了图像处理过程又使所拍摄的图像达到了用户预期效果,进而提升了用户体验。The mobile terminal in this embodiment uses the image processing device provided by the present invention to select the target object that meets the preset conditions in the captured image, and integrates the augmented reality technology into the shooting function of the mobile terminal, thereby achieving Based on the augmented reality technology, the effect of the selected target object is enhanced in real time, thereby simplifying the image processing process and making the captured image achieve the expected effect of the user, thereby improving the 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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