CN107392841A - Method, device and terminal for eliminating dark circles in human face area - Google Patents
Method, device and terminal for eliminating dark circles in human face area Download PDFInfo
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Abstract
Description
技术领域technical field
本发明涉及图像处理技术领域,尤其涉及一种人脸区域中黑眼圈消除方法、装置及终端。The present invention relates to the technical field of image processing, in particular to a method, device and terminal for eliminating dark circles in a human face area.
背景技术Background technique
随着图像处理技术的发展,需要对图片中人脸的黑眼圈区域进行消除。With the development of image processing technology, it is necessary to eliminate the dark circle area of the face in the picture.
发明内容Contents of the invention
本发明旨在至少在一定程度上解决相关技术中的技术问题之一。The present invention aims to solve one of the technical problems in the related art at least to a certain extent.
为此,本发明的一个目的在于提出一种人脸区域中黑眼圈消除方法,能够有效提升黑眼圈的消除效果,提升图片的视觉观感。Therefore, an object of the present invention is to propose a method for eliminating dark circles in the face area, which can effectively improve the effect of eliminating dark circles and improve the visual perception of pictures.
本发明的另一个目的在于提出一种人脸区域中黑眼圈消除装置。Another object of the present invention is to provide a device for eliminating dark circles in the face area.
本发明的第三个目的在于提出一种人脸区域中黑眼圈消除装置。The third object of the present invention is to provide a device for eliminating dark circles in the face area.
本发明的第四个目的在于提出一种非临时性计算机可读存储介质。A fourth object of the present invention is to provide a non-transitory computer-readable storage medium.
本发明的第五个目的在于提出一种计算机程序产品。A fifth object of the present invention is to provide a computer program product.
本发明的第六个目的在于提出一种终端。The sixth object of the present invention is to provide a terminal.
为达到上述目的,本发明第一方面实施例提出的人脸区域中黑眼圈消除方法,包括:获取人脸区域的皮肤区域;提取所述皮肤区域中每个像素点的亮度信息,并基于所述每个像素点的亮度信息确定黑眼圈区域;基于所述人脸区域的亮度信息对所述黑眼圈区域进行消除处理,以对所述人脸区域中的黑眼圈进行消除。In order to achieve the above purpose, the method for eliminating dark circles in the face area proposed by the embodiment of the first aspect of the present invention includes: acquiring the skin area of the face area; extracting the brightness information of each pixel in the skin area, and based on the obtained The brightness information of each pixel is used to determine the dark circle area; based on the brightness information of the face area, the dark circle area is eliminated, so as to eliminate the dark circles in the face area.
本发明第一方面实施例提出的人脸区域中黑眼圈消除方法,通过获取人脸区域的皮肤区域,提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域,以及基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除,能够有效提升黑眼圈的消除效果,提升图片的视觉观感。The method for eliminating dark circles in the face area proposed by the embodiment of the first aspect of the present invention obtains the skin area of the face area, extracts the brightness information of each pixel in the skin area, and determines the black circle based on the brightness information of each pixel. The eye circle area and the black eye area are eliminated based on the brightness information of the face area to eliminate the dark circles in the face area, which can effectively improve the effect of removing dark circles and improve the visual perception of the picture.
为达到上述目的,本发明第二方面实施例提出的人脸区域中黑眼圈消除装置,包括:皮肤区域获取模块,用于获取人脸区域的皮肤区域;黑眼圈区域确定模块,用于提取所述皮肤区域中每个像素点的亮度信息,并基于所述每个像素点的亮度信息确定黑眼圈区域;黑眼圈消除模块,用于基于所述人脸区域的亮度信息对所述黑眼圈区域进行消除处理,以对所述人脸区域中的黑眼圈进行消除。In order to achieve the above purpose, the device for eliminating dark circles in the face area proposed by the embodiment of the second aspect of the present invention includes: a skin area acquisition module, which is used to acquire the skin area of the face area; a dark circle area determination module, which is used to extract the skin area The brightness information of each pixel point in the skin area, and determine the dark circle area based on the brightness information of each pixel point; the black eye circle elimination module is used to analyze the dark circle area based on the brightness information of the human face area Elimination processing is performed to eliminate the dark circles in the face area.
本发明第二方面实施例提出的人脸区域中黑眼圈消除装置,通过获取人脸区域的皮肤区域,提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域,以及基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除,能够有效提升黑眼圈的消除效果,提升图片的视觉观感。The device for eliminating dark circles in the face area proposed by the embodiment of the second aspect of the present invention obtains the skin area of the face area, extracts the brightness information of each pixel in the skin area, and determines the black circle based on the brightness information of each pixel. The eye circle area and the black eye area are eliminated based on the brightness information of the face area to eliminate the dark circles in the face area, which can effectively improve the effect of removing dark circles and improve the visual perception of the picture.
为达到上述目的,本发明第三方面实施例提出的人脸区域中黑眼圈消除装置,其特征在于,包括:处理器;用于存储处理器可执行指令的存储器;其中,所述处理器被配置为:获取人脸区域的皮肤区域;提取所述皮肤区域中每个像素点的亮度信息,并基于所述每个像素点的亮度信息确定黑眼圈区域;基于所述人脸区域的亮度信息对所述黑眼圈区域进行消除处理,以对所述人脸区域中的黑眼圈进行消除。In order to achieve the above purpose, the device for eliminating dark circles in the face area proposed by the embodiment of the third aspect of the present invention is characterized in that it includes: a processor; a memory for storing instructions executable by the processor; wherein the processor is controlled by It is configured to: obtain the skin area of the human face area; extract the brightness information of each pixel in the skin area, and determine the dark circle area based on the brightness information of each pixel; based on the brightness information of the human face area Perform elimination processing on the dark circle area, so as to eliminate dark circles in the human face area.
本发明第三方面实施例提出的人脸区域中黑眼圈消除装置,通过获取人脸区域的皮肤区域,提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域,以及基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除,能够有效提升黑眼圈的消除效果,提升图片的视觉观感。The device for eliminating dark circles in the face area proposed by the embodiment of the third aspect of the present invention obtains the skin area of the face area, extracts the brightness information of each pixel in the skin area, and determines the black circle based on the brightness information of each pixel. The eye circle area and the black eye area are eliminated based on the brightness information of the face area to eliminate the dark circles in the face area, which can effectively improve the effect of removing dark circles and improve the visual perception of the picture.
为达到上述目的,本发明第四方面实施例提出了一种非临时性计算机可读存储介质,当所述存储介质中的指令由终端的处理器执行时,使得终端能够执行一种人脸区域中黑眼圈消除方法,所述方法包括:获取人脸区域的皮肤区域;提取所述皮肤区域中每个像素点的亮度信息,并基于所述每个像素点的亮度信息确定黑眼圈区域;基于所述人脸区域的亮度信息对所述黑眼圈区域进行消除处理,以对所述人脸区域中的黑眼圈进行消除。In order to achieve the above purpose, the embodiment of the fourth aspect of the present invention proposes a non-transitory computer-readable storage medium, when the instructions in the storage medium are executed by the processor of the terminal, the terminal can execute a face area A method for eliminating dark circles in the middle of the eyes, the method comprising: obtaining the skin area of the human face area; extracting the brightness information of each pixel in the skin area, and determining the dark circle area based on the brightness information of each pixel; The luminance information of the human face area performs elimination processing on the dark circle area, so as to eliminate the dark circles in the human face area.
本发明第四方面实施例提出的非临时性计算机可读存储介质,通过获取人脸区域的皮肤区域,提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域,以及基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除,能够有效提升黑眼圈的消除效果,提升图片的视觉观感。The non-transitory computer-readable storage medium proposed by the embodiment of the fourth aspect of the present invention obtains the skin area of the face area, extracts the brightness information of each pixel in the skin area, and determines the black color based on the brightness information of each pixel. The eye circle area and the black eye area are eliminated based on the brightness information of the face area to eliminate the dark circles in the face area, which can effectively improve the effect of removing dark circles and improve the visual perception of the picture.
为达到上述目的,本发明第五方面实施例提出了一种计算机程序产品,当所述计算机程序产品中的指令被处理器执行时,执行一种人脸区域中黑眼圈消除方法,所述方法包括:获取人脸区域的皮肤区域;提取所述皮肤区域中每个像素点的亮度信息,并基于所述每个像素点的亮度信息确定黑眼圈区域;基于所述人脸区域的亮度信息对所述黑眼圈区域进行消除处理,以对所述人脸区域中的黑眼圈进行消除。In order to achieve the above object, the embodiment of the fifth aspect of the present invention proposes a computer program product. When the instructions in the computer program product are executed by the processor, a method for eliminating dark circles in the face area is executed. The method The method includes: obtaining the skin area of the human face area; extracting the brightness information of each pixel in the skin area, and determining the dark circle area based on the brightness information of each pixel; The black eye area is eliminated, so as to eliminate the dark circles in the human face area.
本发明第五方面实施例提出的计算机程序产品,通过获取人脸区域的皮肤区域,提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域,以及基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除,能够有效提升黑眼圈的消除效果,提升图片的视觉观感。The computer program product proposed by the embodiment of the fifth aspect of the present invention obtains the skin area of the human face area, extracts the brightness information of each pixel in the skin area, and determines the dark circle area based on the brightness information of each pixel, and based on The luminance information of the face area performs elimination processing on the dark circle area to eliminate the dark circles in the face area, which can effectively improve the elimination effect of the dark circle and improve the visual perception of the picture.
为达到上述目的,本发明第六方面还提出一种终端,该终端包括壳体、处理器、存储器、电路板和电源电路,其中,所述电路板安置在所述壳体围成的空间内部,所述处理器和所述存储器设置在所述电路板上;所述电源电路,用于为所述终端的各个电路或器件供电;所述存储器用于存储可执行程序代码;所述处理器通过读取所述存储器中存储的可执行程序代码来运行与所述可执行程序代码对应的程序,以用于执行:获取人脸区域的皮肤区域;提取所述皮肤区域中每个像素点的亮度信息,并基于所述每个像素点的亮度信息确定黑眼圈区域;基于所述人脸区域的亮度信息对所述黑眼圈区域进行消除处理,以对所述人脸区域中的黑眼圈进行消除。To achieve the above object, the sixth aspect of the present invention also proposes a terminal, which includes a housing, a processor, a memory, a circuit board, and a power supply circuit, wherein the circuit board is placed inside the space enclosed by the housing , the processor and the memory are arranged on the circuit board; the power supply circuit is used to supply power to each circuit or device of the terminal; the memory is used to store executable program codes; the processor Run the program corresponding to the executable program code by reading the executable program code stored in the memory, so as to perform: acquiring the skin area of the human face area; extracting the value of each pixel in the skin area Brightness information, and determine the dark circle area based on the brightness information of each pixel point; based on the brightness information of the human face area, the dark circle area is eliminated, so as to perform black eye circles in the human face area eliminate.
本发明第六方面实施例提出的终端,通过获取人脸区域的皮肤区域,提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域,以及基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除,能够有效提升黑眼圈的消除效果,提升图片的视觉观感。The terminal proposed in the embodiment of the sixth aspect of the present invention obtains the skin area of the face area, extracts the brightness information of each pixel in the skin area, and determines the dark circle area based on the brightness information of each pixel, and based on the face The brightness information of the area performs elimination processing on the dark circle area to eliminate the dark circle in the face area, which can effectively improve the elimination effect of the dark circle and improve the visual perception of the picture.
本发明附加的方面和优点将在下面的描述中部分给出,部分将从下面的描述中变得明显,或通过本发明的实践了解到。Additional aspects and advantages of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
附图说明Description of drawings
本发明上述的和/或附加的方面和优点从下面结合附图对实施例的描述中将变得明显和容易理解,其中:The above and/or additional aspects and advantages of the present invention will become apparent and easy to understand from the following description of the embodiments in conjunction with the accompanying drawings, wherein:
图1是本发明一实施例提出的人脸区域中黑眼圈消除方法的流程示意图;Fig. 1 is a schematic flow chart of a method for eliminating dark circles in the face area proposed by an embodiment of the present invention;
图2是本发明另一实施例提出的人脸区域中黑眼圈消除方法的流程示意图;Fig. 2 is a schematic flow chart of a method for eliminating dark circles in the face area proposed by another embodiment of the present invention;
图3为本发明实施例中眼睛区域示意图;Fig. 3 is a schematic diagram of the eye area in an embodiment of the present invention;
图4为本发明实施例中包括眼睛区域的预设范围示意图;Fig. 4 is a schematic diagram of a preset range including the eye area in an embodiment of the present invention;
图5是本发明另一实施例提出的人脸区域中黑眼圈消除方法的流程示意图;Fig. 5 is a schematic flow chart of a method for eliminating dark circles in the face area proposed by another embodiment of the present invention;
图6是本发明另一实施例提出的人脸区域中黑眼圈消除方法的流程示意图;Fig. 6 is a schematic flowchart of a method for eliminating dark circles in the face area proposed by another embodiment of the present invention;
图7是本发明一实施例提出的人脸区域中黑眼圈消除装置的结构示意图;Fig. 7 is a schematic structural diagram of a device for eliminating dark circles in the face area proposed by an embodiment of the present invention;
图8是本发明另一实施例提出的人脸区域中黑眼圈消除装置的结构示意图;Fig. 8 is a schematic structural diagram of a device for eliminating dark circles in the face area proposed by another embodiment of the present invention;
图9是本发明一个实施例提出的终端的结构示意图。Fig. 9 is a schematic structural diagram of a terminal proposed by an embodiment of the present invention.
具体实施方式detailed description
下面详细描述本发明的实施例,所述实施例的示例在附图中示出,其中自始至终相同或类似的标号表示相同或类似的元件或具有相同或类似功能的元件。下面通过参考附图描述的实施例是示例性的,仅用于解释本发明,而不能理解为对本发明的限制。相反,本发明的实施例包括落入所附加权利要求书的精神和内涵范围内的所有变化、修改和等同物。Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present invention and should not be construed as limiting the present invention. On the contrary, the embodiments of the present invention include all changes, modifications and equivalents coming within the spirit and scope of the appended claims.
图1是本发明一实施例提出的人脸区域中黑眼圈消除方法的流程示意图。FIG. 1 is a schematic flowchart of a method for eliminating dark circles in a face area proposed by an embodiment of the present invention.
本发明的实施例可以应用在用户对终端所拍得的图片进行美化的过程中,或者,也可以应用在用户对摄像机所拍摄的图片进行美化的过程中,对此不作限制。The embodiments of the present invention may be applied in the process of the user beautifying the pictures taken by the terminal, or may also be applied in the process of the user beautifying the pictures taken by the camera, without limitation.
进一步地,用户可以通过设置在终端中的图像美化类应用程序对图片中人脸区域中黑眼圈进行消除处理。Further, the user can eliminate the dark circles under the eyes in the face area in the picture through the image beautification application program set in the terminal.
其中,应用程序可以是指运行在电子设备上的软件程序,电子设备例如为个人电脑(Personal Computer,PC),云端设备或者移动设备,移动设备例如智能手机,或者平板电脑等。终端可以是智能手机、平板电脑、个人数字助理、电子书等具有各种操作系统的硬件设备,对此不作限制。Wherein, the application program may refer to a software program running on an electronic device, such as a personal computer (Personal Computer, PC), a cloud device, or a mobile device, such as a smart phone, or a tablet computer. The terminal may be a hardware device with various operating systems, such as a smart phone, a tablet computer, a personal digital assistant, and an e-book, without limitation.
需要说明的是,本发明实施例的执行主体,在硬件上可以例如为终端的中央处理器(Central Processing Unit,CPU),在软件上可以例如为终端中的图像美化类的相关服务,对此不作限制。It should be noted that the execution subject of the embodiment of the present invention may be, for example, the central processing unit (Central Processing Unit, CPU) of the terminal in terms of hardware, and may be, for example, related services of image beautification in the terminal in terms of software. No limit.
参见图1,该方法包括:Referring to Figure 1, the method includes:
S11:获取人脸区域的皮肤区域。S11: Acquire the skin area of the face area.
可以理解的是,一般情况下,人脸区域中牙齿和眼白部位的亮度值相较于皮肤区域的亮度值较大,因此,在本发明的实施例中,为了避免去黑眼圈过程中牙齿和眼白部位的影响,可以首先提取人脸区域的皮肤区域,能够保留人脸区域的细节信息,且减少运算量,提升消除效率。It can be understood that, in general, the brightness values of the teeth and whites of the eyes in the human face area are larger than the brightness values of the skin area. Therefore, in the embodiment of the present invention, in order to avoid the For the influence of the white part of the eyes, the skin area of the face area can be extracted first, which can retain the detailed information of the face area, reduce the amount of calculation, and improve the elimination efficiency.
例如,可以采用相关技术中的人脸识别算法从人脸区域中分割出皮肤区域,对此不作限制。For example, the face recognition algorithm in the related art may be used to segment the skin area from the face area, which is not limited.
S12:提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域。S12: Extract brightness information of each pixel in the skin area, and determine a dark circle area based on the brightness information of each pixel.
可选地,参见图2,S12可以包括:Optionally, referring to FIG. 2, S12 may include:
S21:确定人脸区域中的眼睛区域。S21: Determine the eye area in the face area.
在本发明的实施例中,眼睛区域为眼睛部位。In an embodiment of the invention, the eye region is an eye part.
参见图3,图3为本发明实施例中眼睛区域示意图,包括:眼睛区域31。Referring to FIG. 3 , FIG. 3 is a schematic diagram of an eye area in an embodiment of the present invention, including: an eye area 31 .
通过首先确定出人脸区域中的眼睛区域,可以支持后续基于眼睛区域快速定位出黑眼圈区域,而不需要遍历整个皮肤区域以确定黑眼圈区域,有效减少终端的运算消耗,提升消除效率。By first determining the eye area in the face area, it can support the subsequent rapid positioning of the dark circle area based on the eye area, without traversing the entire skin area to determine the dark circle area, effectively reducing the computing consumption of the terminal and improving the elimination efficiency.
S22:在包括眼睛区域的预设范围之内,确定预设范围之内的全部像素点中,亮度信息小于或者等于预设亮度阈值的至少一个的像素点。S22: Within the preset range including the eye area, determine among all the pixel points within the preset range, the pixel points whose luminance information is less than or equal to at least one of the preset luminance thresholds.
其中,该预设范围可以是人像黑眼圈可能出现的区域范围。Wherein, the preset range may be an area range in which dark circles of the portrait may appear.
进一步地,该预设范围的单位可以为像素个数。例如,该包括眼睛区域的预设范围之内所包含的像素个数为100个,对此不作限制。Further, the unit of the preset range may be the number of pixels. For example, the number of pixels included in the preset range including the eye area is 100, which is not limited.
进一步地,该预设范围可以由终端的出厂程序预先设定,或者,该预设范围也可以由图像美化类的相关服务的提供者根据自身需求进行设定,有效提升方法配置的灵活性。Furthermore, the preset range can be preset by the factory program of the terminal, or the preset range can also be set by the provider of related image beautification services according to their own needs, which effectively improves the flexibility of method configuration.
参见图4,图4为本发明实施例中包括眼睛区域的预设范围示意图,包括:预设范围41。Referring to FIG. 4 , FIG. 4 is a schematic diagram of a preset range including the eye area in an embodiment of the present invention, including: a preset range 41 .
在本发明的实施例中,通过在包括眼睛区域的预设范围之内确定黑眼圈区域,进一步有效减少终端的运算消耗,提升消除效率。In the embodiment of the present invention, by determining the dark circle area within the preset range including the eye area, the calculation consumption of the terminal is further effectively reduced, and the elimination efficiency is improved.
其中,预设亮度阈值可以由终端的出厂程序预先设定,或者,预设亮度阈值也可以由图像美化类的相关服务的提供者根据自身需求进行设定,有效提升方法配置的灵活性。Wherein, the preset brightness threshold can be preset by the factory program of the terminal, or the preset brightness threshold can also be set by the provider of related image beautification services according to their own needs, which effectively improves the flexibility of method configuration.
进一步地,可以理解的是,由于黑眼圈区域的亮度值相较于非黑眼圈区域的亮度值,黑眼圈区域的亮度值一般较小,因此,可以通过包括眼睛区域的预设范围中每个像素点的亮度信息确定出黑眼圈区域。Further, it can be understood that, since the brightness value of the dark circle area is generally smaller than the brightness value of the non-dark circle area, the brightness value of the dark circle area can be obtained by including each of the preset ranges of the eye area. The brightness information of the pixels determines the dark circle area.
或者,也可以通过包括眼睛区域的预设范围中每个像素点的色调信息确定出黑眼圈区域。Alternatively, the dark circle area may also be determined through the hue information of each pixel in a preset range including the eye area.
或者,也可以通过包括眼睛区域的预设范围中每个像素点的饱和度信息确定出黑眼圈区域,对此不作限制。Alternatively, the dark circle area may also be determined by using the saturation information of each pixel in a preset range including the eye area, which is not limited.
在本发明的实施例中,采用包括眼睛区域的预设范围中每个像素点的亮度信息确定出黑眼圈区域,方法简单易实现,且,采集的亮度信息具有较高的参考价值,确定出的黑眼圈区域较为精准。In the embodiment of the present invention, the dark circle area is determined by using the brightness information of each pixel in the preset range including the eye area, the method is simple and easy to implement, and the collected brightness information has a high reference value, and the determined The under-eye area is more accurate.
S23:确定至少一个的像素点中属于同一个连通区域的多个像素点。S23: Determine multiple pixel points belonging to the same connected region among at least one pixel point.
S24:将多个像素点所对应的图像区域作为黑眼圈区域。S24: Use the image area corresponding to the plurality of pixels as a dark circle area.
其中,该至少一个的像素点中的每个像素点的亮度信息均小于或者等于预设亮度阈值。Wherein, the luminance information of each pixel in the at least one pixel is less than or equal to a preset luminance threshold.
该至少一个的像素点中的每两个像素点可以相邻或者不相邻。Every two pixels in the at least one pixel may be adjacent or non-adjacent.
基于黑眼圈区域的分布特征,在本发明的实施例中,可以首先确定出至少一个的像素点中属于同一个连通区域的多个像素点,进而,将多个像素点所处的皮肤区域作为黑眼圈区域。Based on the distribution characteristics of the dark circle area, in an embodiment of the present invention, multiple pixels belonging to the same connected area among at least one pixel can be determined first, and then, the skin area where the multiple pixels are located is used as Dark circle area.
基于该方法可以确定出一个或者多个的黑眼圈区域,该一个或者多个的黑眼圈区域可以是分散分布的,且尺寸大小互不相同。Based on this method, one or more dark circle regions can be determined, and the one or more dark circle regions can be scattered and have different sizes.
可选地,参见图5,在确定出黑眼圈区域之后,该方法还可以包括:Optionally, referring to FIG. 5, after the dark circle area is determined, the method may further include:
S51:对黑眼圈区域进行平滑滤波处理。S51: Perform smoothing and filtering processing on the dark circle area.
在本发明的实施例中,通过对黑眼圈区域进行平滑滤波处理,可以恢复黑眼圈区域的部分细节信息,进一步提升黑眼圈区域消除效果。In the embodiment of the present invention, by performing smoothing and filtering processing on the dark circle area, partial detail information of the dark circle area can be recovered, and the effect of eliminating the dark circle area can be further improved.
S13:基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除。S13: Perform elimination processing on the dark circle area based on the brightness information of the human face area, so as to eliminate the dark circles in the human face area.
可选地,人脸区域的亮度信息为:人脸区域中全部像素点的亮度均值。Optionally, the brightness information of the face area is: an average brightness value of all pixels in the face area.
可选地,参见图6,S13还可以包括:Optionally, referring to FIG. 6, S13 may also include:
S61:直接将黑眼圈区域中每个像素点的亮度信息配置为亮度均值,以对人脸区域中的黑眼圈进行消除。S61: directly configuring the brightness information of each pixel in the dark circle area as a brightness mean value, so as to eliminate the dark circles in the face area.
或者,对黑眼圈区域中每个像素点,可以对其亮度值和亮度均值之间求平均值,进而将该像素点的亮度值直接配置为平均值,对此不作限制。Alternatively, for each pixel in the dark circle area, an average may be calculated between its luminance value and the luminance average value, and then the luminance value of the pixel point is directly configured as the average value, which is not limited.
在本发明的实施例中,通过直接将黑眼圈区域中每个像素点的亮度信息配置为亮度均值,以对人脸区域中的黑眼圈进行消除,能够降低黑眼圈区域像素点与周围像素点的亮度差异性,以达到去黑眼圈的目的。In the embodiment of the present invention, by directly configuring the brightness information of each pixel in the dark circle area as the brightness average value to eliminate the dark circles in the face area, the difference between the pixels in the dark circle area and the surrounding pixels can be reduced. The difference in brightness can achieve the purpose of removing dark circles.
本实施例中,通过获取人脸区域的皮肤区域,提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域,以及基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除,能够有效提升黑眼圈的消除效果,提升图片的视觉观感。In this embodiment, by acquiring the skin area of the human face area, the brightness information of each pixel in the skin area is extracted, and the dark circle area is determined based on the brightness information of each pixel point, and the dark circle area is determined based on the brightness information of the human face area. The eye circle area is eliminated to eliminate the dark circles in the face area, which can effectively improve the effect of removing dark circles and improve the visual perception of the picture.
图7是本发明一实施例提出的人脸区域中黑眼圈消除装置的结构示意图。Fig. 7 is a schematic structural diagram of a device for eliminating dark circles in the face area proposed by an embodiment of the present invention.
参见图7,该装置700包括:皮肤区域获取模块701、黑眼圈区域确定模块702,以及黑眼圈消除模块703,其中,Referring to FIG. 7, the device 700 includes: a skin area acquisition module 701, a dark circle area determination module 702, and a dark circle elimination module 703, wherein,
皮肤区域获取模块701,用于获取人脸区域的皮肤区域。The skin area acquisition module 701 is configured to acquire the skin area of the human face area.
黑眼圈区域确定模块702,用于提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域。The dark circle area determination module 702 is configured to extract the brightness information of each pixel in the skin area, and determine the dark circle area based on the brightness information of each pixel.
黑眼圈消除模块703,用于基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除。The dark circle elimination module 703 is configured to perform elimination processing on the dark circle area based on the brightness information of the human face area, so as to eliminate the dark circles in the human face area.
可选地,一些实施例中,黑眼圈区域确定模块702,具体用于:Optionally, in some embodiments, the dark circle area determination module 702 is specifically used for:
确定人脸区域中的眼睛区域;Determining the eye area in the face area;
在包括眼睛区域的预设范围之内,确定预设范围之内的全部像素点中,亮度信息小于或者等于预设亮度阈值的至少一个的像素点;Within a preset range including the eye area, determine among all pixels within the preset range, at least one pixel whose brightness information is less than or equal to a preset brightness threshold;
确定至少一个的像素点中属于同一个连通区域的多个像素点;Determining multiple pixel points belonging to the same connected region in at least one pixel point;
将多个像素点所对应的图像区域作为黑眼圈区域。The image area corresponding to multiple pixels is regarded as the dark circle area.
可选地,人脸区域的亮度信息为:人脸区域中全部像素点的亮度均值。Optionally, the brightness information of the face area is: an average brightness value of all pixels in the face area.
可选地,一些实施例中,黑眼圈消除模块703,具体用于:Optionally, in some embodiments, the dark circle elimination module 703 is specifically used for:
直接将黑眼圈区域中每个像素点的亮度信息配置为亮度均值,以对人脸区域中的黑眼圈进行消除。The brightness information of each pixel in the dark circle area is directly configured as the brightness mean value to eliminate the dark circles in the face area.
可选地,一些实施例中,参见图8,该装置700还包括:Optionally, in some embodiments, referring to FIG. 8, the device 700 further includes:
平滑滤波处理模块704,用于对黑眼圈区域进行平滑滤波处理。The smoothing filter processing module 704 is configured to perform smoothing filter processing on the dark circle area.
需要说明的是,前述图1-图6实施例中对人脸区域中黑眼圈消除方法实施例的解释说明也适用于该实施例的人脸区域中黑眼圈消除装置700,其实现原理类似,此处不再赘述。It should be noted that the explanations of the embodiment of the method for eliminating dark circles in the face area in the above-mentioned embodiments of FIGS. 1-6 are also applicable to the device 700 for eliminating dark circles in the face area of this embodiment. I won't repeat them here.
本实施例中,通过获取人脸区域的皮肤区域,提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域,以及基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除,能够有效提升黑眼圈的消除效果,提升图片的视觉观感。In this embodiment, by acquiring the skin area of the human face area, the brightness information of each pixel in the skin area is extracted, and the dark circle area is determined based on the brightness information of each pixel point, and the dark circle area is determined based on the brightness information of the human face area. The eye circle area is eliminated to eliminate the dark circles in the face area, which can effectively improve the effect of removing dark circles and improve the visual perception of the picture.
图9是本发明一个实施例提出的终端的结构示意图。Fig. 9 is a schematic structural diagram of a terminal proposed by an embodiment of the present invention.
该终端可以是手机、平板电脑等。The terminal may be a mobile phone, a tablet computer, or the like.
参见图9,本实施例的终端90包括:壳体901、处理器902、存储器903、电路板904、电源电路905,电路板904安置在壳体901围成的空间内部,处理器902、存储器903设置在电路板904上;电源电路905,用于为终端90各个电路或器件供电;存储器903用于存储可执行程序代码;其中,处理器902通过读取存储器903中存储的可执行程序代码来运行与可执行程序代码对应的程序,以用于执行:Referring to FIG. 9, the terminal 90 of this embodiment includes: a housing 901, a processor 902, a memory 903, a circuit board 904, and a power supply circuit 905. The circuit board 904 is placed inside the space surrounded by the housing 901. 903 is set on the circuit board 904; the power supply circuit 905 is used to supply power to each circuit or device of the terminal 90; the memory 903 is used to store executable program code; wherein, the processor 902 reads the executable program code stored in the memory 903 to run the program corresponding to the executable program code for the execution of:
获取人脸区域的皮肤区域;Obtain the skin area of the face area;
提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域;Extract the brightness information of each pixel in the skin area, and determine the dark circle area based on the brightness information of each pixel;
基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除。The black eye area is eliminated based on the brightness information of the human face area, so as to eliminate the dark eye circle in the human face area.
需要说明的是,前述图1-图6实施例中对人脸区域中黑眼圈消除方法实施例的解释说明也适用于该实施例的终端90,其实现原理类似,此处不再赘述。It should be noted that the explanations of the embodiment of the method for eliminating dark circles in the face area in the foregoing embodiments in FIGS. 1-6 are also applicable to the terminal 90 in this embodiment, and its implementation principles are similar, so details are not repeated here.
本实施例中的终端,通过获取人脸区域的皮肤区域,提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域,以及基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除,能够有效提升黑眼圈的消除效果,提升图片的视觉观感。The terminal in this embodiment, by acquiring the skin area of the face area, extracts the brightness information of each pixel in the skin area, and determines the dark circle area based on the brightness information of each pixel, and based on the brightness information of the face area Performing elimination processing on the dark circle area to eliminate the dark circles in the face area can effectively improve the effect of eliminating dark circles and improve the visual perception of the picture.
为了实现上述实施例,本发明还提出一种非临时性计算机可读存储介质,当存储介质中的指令由终端的处理器执行时,使得终端能够执行一种人脸区域中黑眼圈消除方法,方法包括:获取人脸区域的皮肤区域;提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域;基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除。In order to realize the above-mentioned embodiments, the present invention also proposes a non-transitory computer-readable storage medium. When the instructions in the storage medium are executed by the processor of the terminal, the terminal can execute a method for eliminating dark circles in the face area, The method includes: acquiring the skin area of the human face area; extracting the brightness information of each pixel in the skin area, and determining the dark circle area based on the brightness information of each pixel point; eliminating the dark circle area based on the brightness information of the human face area processing to remove dark circles in the face area.
本实施例中的非临时性计算机可读存储介质,通过获取人脸区域的皮肤区域,提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域,以及基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除,能够有效提升黑眼圈的消除效果,提升图片的视觉观感。The non-transitory computer-readable storage medium in this embodiment obtains the skin area of the face area, extracts the brightness information of each pixel in the skin area, and determines the dark circle area based on the brightness information of each pixel, and The black eye area is eliminated based on the brightness information of the face area to eliminate the dark circles in the face area, which can effectively improve the effect of removing dark circles and improve the visual perception of the picture.
为了实现上述实施例,本发明还提出一种计算机程序产品,当计算机程序产品中的指令被处理器执行时,执行一种人脸区域中黑眼圈消除方法,方法包括:获取人脸区域的皮肤区域;提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域;基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除。In order to realize the above-mentioned embodiment, the present invention also proposes a computer program product, when the instructions in the computer program product are executed by the processor, a method for eliminating dark circles in the face area is executed, the method includes: obtaining the skin of the face area area; extract the brightness information of each pixel in the skin area, and determine the dark circle area based on the brightness information of each pixel; eliminate the dark circle area based on the brightness information of the face area, so as to eliminate the dark circle area in the face area Dark circles are eliminated.
本实施例中的计算机程序产品,通过获取人脸区域的皮肤区域,提取皮肤区域中每个像素点的亮度信息,并基于每个像素点的亮度信息确定黑眼圈区域,以及基于人脸区域的亮度信息对黑眼圈区域进行消除处理,以对人脸区域中的黑眼圈进行消除,能够有效提升黑眼圈的消除效果,提升图片的视觉观感。The computer program product in this embodiment extracts the brightness information of each pixel in the skin area by acquiring the skin area of the human face area, and determines the dark circle area based on the brightness information of each pixel point, and based on the brightness information of the human face area The brightness information performs elimination processing on the dark circle area to eliminate the dark circle in the face area, which can effectively improve the elimination effect of the dark circle and improve the visual perception of the picture.
需要说明的是,在本发明的描述中,术语“第一”、“第二”等仅用于描述目的,而不能理解为指示或暗示相对重要性。此外,在本发明的描述中,除非另有说明,“多个”的含义是两个或两个以上。It should be noted that, in the description of the present invention, the terms "first", "second" and so on are only used for description purposes, and should not be understood as indicating or implying relative importance. In addition, in the description of the present invention, unless otherwise specified, "plurality" means two or more.
流程图中或在此以其他方式描述的任何过程或方法描述可以被理解为,表示包括一个或更多个用于实现特定逻辑功能或过程的步骤的可执行指令的代码的模块、片段或部分,并且本发明的优选实施方式的范围包括另外的实现,其中可以不按所示出或讨论的顺序,包括根据所涉及的功能按基本同时的方式或按相反的顺序,来执行功能,这应被本发明的实施例所属技术领域的技术人员所理解。Any process or method descriptions in flowcharts or otherwise described herein may be understood to represent modules, segments or portions of code comprising one or more executable instructions for implementing specific logical functions or steps of the process , and the scope of preferred embodiments of the invention includes alternative implementations in which functions may be performed out of the order shown or discussed, including substantially concurrently or in reverse order depending on the functions involved, which shall It is understood by those skilled in the art to which the embodiments of the present invention pertain.
应当理解,本发明的各部分可以用硬件、软件、固件或它们的组合来实现。在上述实施方式中,多个步骤或方法可以用存储在存储器中且由合适的指令执行系统执行的软件或固件来实现。例如,如果用硬件来实现,和在另一实施方式中一样,可用本领域公知的下列技术中的任一项或他们的组合来实现:具有用于对数据信号实现逻辑功能的逻辑门电路的离散逻辑电路,具有合适的组合逻辑门电路的专用集成电路,可编程门阵列(PGA),现场可编程门阵列(FPGA)等。It should be understood that various parts of the present invention can be realized by hardware, software, firmware or their combination. In the embodiments described above, various steps or methods may be implemented by software or firmware stored in memory and executed by a suitable instruction execution system. For example, if implemented in hardware, as in another embodiment, it can be implemented by any one or combination of the following techniques known in the art: Discrete logic circuits, ASICs with suitable combinational logic gates, programmable gate arrays (PGAs), field programmable gate arrays (FPGAs), etc.
本技术领域的普通技术人员可以理解实现上述实施例方法携带的全部或部分步骤是可以通过程序来指令相关的硬件完成,所述的程序可以存储于一种计算机可读存储介质中,该程序在执行时,包括方法实施例的步骤之一或其组合。Those of ordinary skill in the art can understand that all or part of the steps carried by the methods of the above embodiments can be completed by instructing related hardware through a program, and the program can be stored in a computer-readable storage medium. During execution, one or a combination of the steps of the method embodiments is included.
此外,在本发明各个实施例中的各功能单元可以集成在一个处理模块中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个模块中。上述集成的模块既可以采用硬件的形式实现,也可以采用软件功能模块的形式实现。所述集成的模块如果以软件功能模块的形式实现并作为独立的产品销售或使用时,也可以存储在一个计算机可读取存储介质中。In addition, each functional unit in each embodiment of the present invention may be integrated into one processing module, each unit may exist separately physically, or two or more units may be integrated into one module. The above-mentioned integrated modules can be implemented in the form of hardware or in the form of software function modules. If the integrated modules are realized in the form of software function modules and sold or used as independent products, they can also be stored in a computer-readable storage medium.
上述提到的存储介质可以是只读存储器,磁盘或光盘等。The storage medium mentioned above may be a read-only memory, a magnetic disk or an optical disk, and the like.
在本说明书的描述中,参考术语“一个实施例”、“一些实施例”、“示例”、“具体示例”、或“一些示例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或者特点包含于本发明的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不一定指的是相同的实施例或示例。而且,描述的具体特征、结构、材料或者特点可以在任何的一个或多个实施例或示例中以合适的方式结合。In the description of this specification, descriptions referring to the terms "one embodiment", "some embodiments", "example", "specific examples", or "some examples" mean that specific features described in connection with the embodiment or example , structure, material or characteristic is included in at least one embodiment or example of the present invention. In this specification, schematic representations of the above terms do not necessarily refer to the same embodiment or example. Furthermore, the specific features, structures, materials or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
尽管上面已经示出和描述了本发明的实施例,可以理解的是,上述实施例是示例性的,不能理解为对本发明的限制,本领域的普通技术人员在本发明的范围内可以对上述实施例进行变化、修改、替换和变型。Although the embodiments of the present invention have been shown and described above, it can be understood that the above embodiments are exemplary and should not be construed as limiting the present invention, and those skilled in the art can make the above-mentioned The embodiments are subject to changes, modifications, substitutions and variations.
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