技术领域technical field
本发明涉及图像处理技术领域，特别是涉及一种图像排序方法及移动终端。The invention relates to the technical field of image processing, in particular to an image sorting method and a mobile terminal.
背景技术Background technique
随着电子产品的不断发展，具有拍摄功能的移动终端越来越普及，用户可以随时随地用它来进行拍摄图像。通过拍摄的图像可以记录平时的所见所闻、留住旅行沿途的风景等。用户经常会通过蓝牙、微信、QQ聊天工具将所拍摄的图像与好友分享。With the continuous development of electronic products, mobile terminals with a shooting function are becoming more and more popular, and users can use them to shoot images anytime and anywhere. The images taken can record what you see and hear in daily life, and keep the scenery along the way of travel, etc. Users often share the captured images with friends through Bluetooth, WeChat, and QQ chat tools.
在进行图像分享时，每个用户都希望将自己最满意的图像分享出来。但是当前移动终端默认是按拍摄时间对图像库中的图像进行排序，这种图像排序方式需要用户上下翻动图像查找满意的图像，操作繁琐且查找效率低，影响用户的使用体验。When sharing images, every user hopes to share his most satisfactory images. However, the current mobile terminal defaults to sorting the images in the image library according to the shooting time. This image sorting method requires the user to flip the image up and down to find a satisfactory image. The operation is cumbersome and the search efficiency is low, which affects the user experience.
发明内容Contents of the invention
本发明提供一种图像排序方法及移动终端，以解决现有技术中存在的查找用户满意图像时，需要用户逐一翻动图像操作繁琐且查找效率低的问题。The present invention provides an image sorting method and a mobile terminal to solve the problems in the prior art that when searching for images satisfactory to users, the user needs to flip through the images one by one, which is cumbersome and the search efficiency is low.
根据本发明的一个方面，提供了一种图像排序方法，应用于移动终端，所述方法包括：从图像库中筛选出待排序图像；将所述待排序图像按照所属类别，划分至不同图像分类；基于预设图像属性参数，分别确定所述图像分类下的各图像的质量分数；按照质量分数对图像进行排序。According to one aspect of the present invention, an image sorting method is provided, which is applied to a mobile terminal. The method includes: filtering out images to be sorted from an image database; dividing the images to be sorted into different image categories according to their categories ; Based on the preset image attribute parameters, respectively determine the quality scores of the images under the image classification; sort the images according to the quality scores.
根据本发明的另一方面，提供了一种移动终端，所述移动终端包括：筛选模块，用于从图像库中筛选出待排序图像；划分模块，用于将所述待排序图像按照所属类别，划分至不同图像分类；分数确定模块，用于基于预设图像属性参数，分别确定所述图像分类下的各图像的质量分数；排序模块，用于按照质量分数对图像进行排序。According to another aspect of the present invention, a mobile terminal is provided, and the mobile terminal includes: a screening module, configured to filter images to be sorted from an image library; a division module, used to classify the images to be sorted according to their category , divided into different image classifications; the score determination module is used to respectively determine the quality scores of the images under the image classification based on the preset image attribute parameters; the sorting module is used to sort the images according to the quality scores.
根据本发明的又一方面，提供了一种移动终端，包括：存储器、处理器及存储在所述存储器上并可在所述处理器上运行的图像排序程序，所述图像排序程序被所述处理器执行时实现本发明中所述的任意一种图像排序方法的步骤。According to yet another aspect of the present invention, a mobile terminal is provided, including: a memory, a processor, and an image sorting program stored in the memory and operable on the processor, the image sorting program is controlled by the When the processor executes, it realizes the steps of any one of the image sorting methods described in the present invention.
根据本发明的再一方面，提供了一种计算机可读存储介质，所述计算机可读存储介质上存储有图像排序程序，所述图像排序程序被处理器执行时实现本发明中所述的任意一种图像排序方法的步骤。According to still another aspect of the present invention, a computer-readable storage medium is provided, and an image sorting program is stored on the computer-readable storage medium, and when the image sorting program is executed by a processor, any of the above-mentioned items in the present invention can be realized. Steps of an image ranking method.
与现有技术相比，本发明具有以下优点：Compared with the prior art, the present invention has the following advantages:
本发明实施例提供的图像排序方法及移动终端，从图像库中筛选出待排序图像，对待排序图像进行分类，针对每个图像分类依据图像的质量分数对图像进行排序。通过本发明实施例提供的图像排序方案，当用户查找图像时有针对性的从相应分类中查询即可，并且在进行查找时，由于该图像分类中图像已进行排序，因此直接从排序在前的几张图像中即可选取到满意的图像，操作便捷且查找效率高，能够提升用户的使用体验。The image sorting method and the mobile terminal provided by the embodiments of the present invention filter out the images to be sorted from the image library, classify the images to be sorted, and sort the images according to the quality scores of the images for each image classification. Through the image sorting scheme provided by the embodiment of the present invention, when users search for images, they can search from the corresponding classification in a targeted manner, and when searching, because the images in the image classification have been sorted, they can directly search from the top Satisfactory images can be selected from a few images, the operation is convenient and the search efficiency is high, and the user experience can be improved.
上述说明仅是本发明技术方案的概述，为了能够更清楚了解本发明的技术手段，而可依照说明书的内容予以实施，并且为了让本发明的上述和其它目的、特征和优点能够更明显易懂，以下特举本发明的具体实施方式。The above description is only an overview of the technical solution of the present invention. In order to better understand the technical means of the present invention, it can be implemented according to the contents of the description, and in order to make the above and other purposes, features and advantages of the present invention more obvious and understandable , the specific embodiments of the present invention are enumerated below.
附图说明Description of drawings
通过阅读下文优选实施方式的详细描述，各种优点和益处对于本领域普通技术人员将变得清楚明了。附图仅用于示出优选实施方式，而并不认为是对本发明的限制。而且在整个附图中，用相同的参考符号表示相同的部件。在附图中：Various advantages and benefits will become apparent to those of ordinary skill in the art upon reading the following detailed description of the preferred embodiment. The drawings are only for illustrating preferred embodiments and are not to be considered as limiting the invention. Also throughout the drawings, the same reference numerals are used to designate the same parts. In the attached picture:
图1是根据本发明实施例一的一种图像排序方法的步骤流程图；FIG. 1 is a flow chart of the steps of an image sorting method according to Embodiment 1 of the present invention;
图2是根据本发明实施例二的一种图像排序方法的步骤流程图；FIG. 2 is a flowchart of steps of an image sorting method according to Embodiment 2 of the present invention;
图3是根据本发明实施例三的一种图像排序方法的步骤流程图；FIG. 3 is a flowchart of steps of an image sorting method according to Embodiment 3 of the present invention;
图4是根据本发明实施例四的一种移动终端的结构框图；FIG. 4 is a structural block diagram of a mobile terminal according to Embodiment 4 of the present invention;
图5是根据本发明实施例五的一种移动终端的结构框图；FIG. 5 is a structural block diagram of a mobile terminal according to Embodiment 5 of the present invention;
图6是根据本发明实施例六的一种移动终端的结构框图；FIG. 6 is a structural block diagram of a mobile terminal according to Embodiment 6 of the present invention;
图7是根据本发明实施例七的一种移动终端的结构框图。FIG. 7 is a structural block diagram of a mobile terminal according to Embodiment 7 of the present invention.
具体实施方式detailed description
下面将参照附图更详细地描述本公开的示例性实施例。虽然附图中显示了本公开的示例性实施例，然而应当理解，可以以各种形式实现本公开而不应被这里阐述的实施例所限制。相反，提供这些实施例是为了能够更透彻地理解本公开，并且能够将本公开的范围完整的传达给本领域的技术人员。Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.
实施例一Embodiment one
参照图1，示出了本发明实施例一的一种图像排序方法的步骤流程图。Referring to FIG. 1 , it shows a flowchart of steps of an image sorting method according to Embodiment 1 of the present invention.
本发明实施例的图像排序方法包括以下步骤：The image sorting method of the embodiment of the present invention comprises the following steps:
步骤101：从图像库中筛选出待排序图像。Step 101: Filter out images to be sorted from the image library.
对图像库中的图像进行筛选时，可以依据用户所设置的时间段从图片库中查找在特定时间段下拍摄的图像。例如：图像库中存储有半年内所拍摄的全部图像，用户设置拍摄时间段为近两周，则在进行图像筛选时，从图像库中将筛选近两周所拍摄全部图像。在从图像库中筛选出待排序图像时，还可以依据用户预设的拍摄时间段以及用户喜好。When filtering the images in the image library, you can search the image library for images taken in a specific time period according to the time period set by the user. For example: the image library stores all images taken within half a year, and the user sets the shooting time period as nearly two weeks, then when performing image screening, all images taken in the past two weeks will be filtered from the image library. When filtering out the images to be sorted from the image library, it can also be based on the shooting time period preset by the user and the user's preferences.
步骤102：将待排序图像按照所属类别，划分至不同图像分类。Step 102: Divide the images to be sorted into different image categories according to their categories.
图像分类可以包括但不限于：风景、人物、美食及其他。Image classification may include but not limited to: landscape, person, food and others.
具体地，将待排序图像划分至不同图像分类时，可以为每个图像分类分别创建一个文件夹，将图像添加至所属分类对应的文件夹下，或者将图像的图像镜像添加至图像所属分类对应的文件夹下。Specifically, when dividing the images to be sorted into different image categories, you can create a folder for each image category, add the image to the folder corresponding to the category to which it belongs, or add the image mirror image of the image to the folder corresponding to the category to which the image belongs. under the folder.
步骤103：基于预设图像属性参数，分别确定该图像分类下的各图像的质量分数。Step 103: Based on the preset image attribute parameters, respectively determine the quality scores of the images under the image category.
通过步骤102划分后每个图像分类下包含一个或多个图像。当包含多个图像时，则需要进一步对该图像分类下的图像进行进一步排序，以便用户快速查找到该分类下较为满意的图像。After being divided by step 102, each image category contains one or more images. When multiple images are included, it is necessary to further sort the images under the image category so that the user can quickly find satisfactory images under the category.
其中，图像属性参数能够反应图像质量的好坏，图像属性参数可以由本领域技术人员根据实际需求进行设置，本发明实施例中对此不做具体限制。预设图像属性参数可以包括：构图、色彩比例、层次、效果以及光源选择中的至少一个参数。Wherein, the image attribute parameter can reflect the quality of the image, and the image attribute parameter can be set by those skilled in the art according to actual needs, and is not specifically limited in the embodiment of the present invention. The preset image attribute parameters may include: at least one parameter among composition, color ratio, level, effect and light source selection.
步骤104：按照质量分数对图像进行排序。Step 104: Sort the images according to the quality scores.
具体实现过程中，可以按照质量分数由高至低对图像进行排序。优选地可以将高质量的图像排序在前，便于用户快速查找到满意的图像。During the specific implementation process, the images may be sorted according to the quality scores from high to low. Preferably, high-quality images can be sorted first, so that users can quickly find satisfactory images.
本发明实施例提供的图像排序方法，从图像库中筛选出待排序图像，对待排序图像进行分类，针对每个图像分类依据图像的质量分数对图像进行排序。通过本发明实施例提供的图像排序方法，当用户查找图像时有针对性的从相应分类中查询即可，并且在进行查找时由于该图像分类中图像已进行排序，因此直接从排序在前的几张图像中即可选取到满意的图像，操作便捷且查找效率高，能够提升用户的使用体验。The image sorting method provided by the embodiment of the present invention screens out the images to be sorted from the image library, classifies the images to be sorted, and sorts the images according to the quality scores of the images for each image classification. Through the image sorting method provided by the embodiment of the present invention, when the user searches for an image, he or she can search from the corresponding classification in a targeted manner, and when searching, since the images in the image classification have been sorted, the user directly selects the image from the top sorted image. A satisfactory image can be selected from several images, the operation is convenient and the search efficiency is high, and the user experience can be improved.
实施例二Embodiment two
参照图2，示出了本发明实施例二的一种图像排序方法的步骤流程图。Referring to FIG. 2 , it shows a flowchart of steps of an image sorting method according to Embodiment 2 of the present invention.
本发明实施例中以将图像镜像添加至图像文件夹中为例，对本发明实施例的图像排序方法进行说明，具体可以包括以下步骤：In the embodiment of the present invention, the image sorting method in the embodiment of the present invention is described by taking adding an image image to an image folder as an example, which may specifically include the following steps:
步骤201：依据用户预设的拍摄时间段，从图像库中查找出拍摄时间处于拍摄时间段内的第一图像。Step 201: According to the shooting time period preset by the user, search out the first image whose shooting time is within the shooting time period from the image library.
其中，拍摄时间段可以由用户根据实际需求进行设置，例如：一年、半年、三个月、一个月或一周等。Wherein, the shooting time period can be set by the user according to actual needs, for example: one year, half a year, three months, one month or one week.
图像库中存储有用户历史所拍摄的全部图像，通过拍摄时间段对图像进行筛选，可以保证将用户所需时间段的图像从众多图像中有针对性的筛选出来。The image library stores all the images taken by the user in history, and the images are filtered through the shooting time period, which can ensure that the images in the time period required by the user are selected from many images in a targeted manner.
步骤202：基于用户喜好从第一图像中筛选出待排序图像。Step 202: Filter out images to be sorted from the first images based on user preference.
具体实现过程中，可以通过用户下载应用程序的情况，结合用户对各应用程序的历史使用记录，如支付宝日常消费、微博的浏览记录、美团的订单记录等，确定用户的基本信息和喜好。In the specific implementation process, the user's basic information and preferences can be determined through the user's downloading of the application program, combined with the user's historical usage records of each application program, such as Alipay's daily consumption, Weibo browsing records, Meituan order records, etc. .
步骤201至步骤202为从图像库中筛选出待排序图像的一种优选的实现方式。在具体实现过程中并不局限于此，本领域技术人员可以根据实际需求设置待排序图像的筛选规则，例如：设置为仅通过时间、或仅通过用户喜好从图像库中筛选待排序图像。Steps 201 to 202 are a preferred implementation of filtering out the images to be sorted from the image library. The specific implementation process is not limited to this, and those skilled in the art can set the filtering rules of the images to be sorted according to actual needs, for example: set to filter the images to be sorted from the image library only by time or only by user preference.
步骤203：将待排序图像按照所属类别，划分至不同图像分类。Step 203: Divide the images to be sorted into different image categories according to their categories.
步骤204：分别为各图像分类生成对应的图像文件夹。Step 204: Generate corresponding image folders for each image classification.
本步骤中，为每个图像分类分别生成一个图像文件夹，并且为每个图像分类设置不同的第一标识。In this step, an image folder is generated for each image category, and a different first identifier is set for each image category.
例如：可以划分成人物、风景、美食以及其他四个图像分类，四个图像分类的标识用扑克牌的花色代表，即四个图像分类的第一标识分别为黑桃、红桃、方块以及梅花。For example: it can be divided into four image categories: people, scenery, food, and others. The logos of the four image categories are represented by the suits of playing cards, that is, the first labels of the four image categories are spades, hearts, diamonds, and clubs. .
步骤205：针对每个图像分类，将图像分类下的各图像的图像镜像，添加至图像分类对应的图像文件夹下。Step 205: For each image category, add the image mirror image of each image under the image category to the image folder corresponding to the image category.
图像镜像可以为图像的缩略图，或者图像的局部图。图像文件夹下的每个图像镜像均分别指向其对应的图像，当接收到对图像镜像的预览指令时，显示该图像镜像所指向的原始图像。Image mirroring can be a thumbnail of an image, or a partial image of an image. Each image mirror image under the image folder points to its corresponding image, and when a preview instruction for the image mirror image is received, the original image pointed to by the image mirror image is displayed.
本发明实施例中，将图像的图像镜像添加至图像文件夹下，相较于直接将图像添加至图像文件夹下，能够节省存储空间。In the embodiment of the present invention, adding the image mirror image of the image to the image folder can save storage space compared with directly adding the image to the image folder.
步骤206：基于预设图像属性参数，分别确定图像分类下的各图像的质量分数。Step 206: Based on the preset image attribute parameters, respectively determine the quality scores of the images under the image classification.
其中，预设图像属性参数包括：构图、色彩比例、层次、效果以及光源选择中的至少一个参数。Wherein, the preset image attribute parameters include: at least one parameter among composition, color ratio, level, effect and light source selection.
在具体实现过程中，针对每个图像可以依据每个图像属性参数对其进行打分，将打分求和，或将打分加权后求和得到图像质量分数。图像质量分数越高，则排序越靠前。In a specific implementation process, each image may be scored according to each image attribute parameter, and the scores may be summed, or the scores may be weighted and then summed to obtain an image quality score. The higher the image quality score, the higher the ranking.
针对同一图像分类下的各图像，还可以为各排序设置第二标识，其中第二标识可以设置为1、2、3等数字，还可以设置为扑克牌的标号，如A、K、Q、J等，其中，A表示排序最靠前。For each image under the same image classification, a second identification can also be set for each sort, wherein the second identification can be set to numbers such as 1, 2, 3, etc., and can also be set to the label of a playing card, such as A, K, Q, J, etc., wherein, A means that the sorting is at the top.
例如：对风景分类下(第一标识为黑桃)的图像进行排序时，根据图像属性参数分值综合得分如下：图像1在构图、色彩比例、层次、特殊效果、光源选择得分分别为9、9、9、9、9，则最后得分为45分；图像2在构图、色彩比例、层次、特殊效果、光源选择得分分别为8、8、8、8、8，则最后得分为40分；图像3得分30分，图像4得分20分，则风景分类的图像中图像1的质量分数最高，因此，将该图像1置于最靠前位置。For example: when sorting the images under the landscape category (the first logo is spades), the comprehensive score according to the image attribute parameter score is as follows: image 1 has scores of 9, 9, 9, 9, 9, 9, the final score is 45 points; image 2 has scores of 8, 8, 8, 8, and 8 in terms of composition, color ratio, layering, special effects, and light source selection respectively, and the final score is 40 points; Image 3 has a score of 30 points, and image 4 has a score of 20 points, so image 1 has the highest quality score in the landscape classification images, so image 1 is placed in the front position.
步骤207：针对每个图像文件夹，将图像文件夹下的图像镜像按照图像质量分数进行排序。Step 207: For each image folder, sort the image images under the image folder according to the image quality scores.
一个图像对应一个图像镜像，通过对图像的质量分数进行排序，即可完成对图像对应的图像镜像的排序。An image corresponds to an image mirror, and by sorting the quality scores of the images, the sorting of the image mirrors corresponding to the images can be completed.
步骤208：针对每个图像镜像，确定图像镜像所属的图像分类对应的第一标识以及图像的排序对应的第二标识。Step 208: For each image mirror image, determine the first identifier corresponding to the image classification to which the image mirror belongs and the second identifier corresponding to the sorting of the images.
第一标识用于指示图像所属图像分类，图像镜像与所对应的图像属于相同的图像分类，因此第一标识也用于指示图像镜像所属的图像分类，第二标识用于指示图像镜像在该图像分类下的排序。The first identifier is used to indicate the image category to which the image belongs, and the image mirror image and the corresponding image belong to the same image category, so the first identifier is also used to indicate the image category to which the image mirror image belongs, and the second identifier is used to indicate that the image mirror image belongs to the image category Sort by category.
例如：一风景图像镜像，其在风景类图像下排序在第一位，若通过扑克牌标识对其进行标记时，假设黑桃标识风景类图像，A、K、Q、J依次标识图像镜像的排序，则该风景图像镜像对应的第一标识为黑桃，第二标识为A。For example: a landscape image mirror, which ranks first under the landscape image, if it is marked by the poker logo, assuming that the spade marks the landscape image, A, K, Q, J mark the image mirror in turn Sort, then the first identifier corresponding to the landscape image mirror image is spades, and the second identifier is A.
步骤209：在图像镜像中，显示第一标识以及第二标识。Step 209: In the image mirroring, display the first logo and the second logo.
具体地，可以在图像镜像上的任意适当位置处显示第一标识以及第二标识，例如：图像镜像的左上角、右上角、左下角或右下角等。Specifically, the first logo and the second logo may be displayed at any appropriate position on the image mirror image, for example: the upper left corner, upper right corner, lower left corner, or lower right corner of the image mirror image.
在图像镜像中显示图像对应的第一标识、第二标识便于用户直观的确定该图像所属的类别，以及图像在该类别下的排序。优选地，还可以记录图像的质量分数并显示，便于用户跨类别进行图像选择。Displaying the first identification and the second identification corresponding to the image in the image mirror image facilitates the user to intuitively determine the category to which the image belongs and the ordering of the images under the category. Preferably, the quality score of the image can also be recorded and displayed, which is convenient for the user to select images across categories.
步骤206至步骤209为对一个图像分类包含的图像镜像进行排序的具体流程，在具体实现过程中，可以重复执行该流程对各图像分类下的图像镜像进行排序。Steps 206 to 209 are specific procedures for sorting the image mirror images contained in an image category. In the specific implementation process, this process can be repeatedly executed to sort the image mirror images under each image category.
本发明实施例提供的图像排序方法，从图像库中筛选出待排序图像，对待排序图像进行分类，针对每个图像分类依据图像的质量分数对图像进行排序。通过本发明实施例提供的图像排序方案，当用户查找图像时有针对性的从相应分类中查询即可，并且在进行查找时由于该图像分类中图像已进行排序，因此直接从排序在前的几张图像中即可选取到满意的图像，操作便捷且查找效率高，能够提升用户的使用体验。The image sorting method provided by the embodiment of the present invention screens out the images to be sorted from the image library, classifies the images to be sorted, and sorts the images according to the quality scores of the images for each image classification. Through the image sorting scheme provided by the embodiment of the present invention, when users search for images, they can search from the corresponding classification in a targeted manner, and when searching, because the images in the image classification have been sorted, they can directly search from the top sorted images. A satisfactory image can be selected from several images, the operation is convenient and the search efficiency is high, and the user experience can be improved.
实施例三Embodiment three
参照图3，示出了本发明实施例三的一种图像排序方法的步骤流程图。Referring to FIG. 3 , it shows a flowchart of steps of an image sorting method according to Embodiment 3 of the present invention.
本发明实施例中以将图像添加至图像文件夹中为例，对本发明实施例的图像排序方法进行说明，具体可以包括以下步骤：In the embodiment of the present invention, adding an image to an image folder is taken as an example to describe the image sorting method in the embodiment of the present invention, which may specifically include the following steps:
步骤301：从图像库中筛选出待排序图像。Step 301: Filter out images to be sorted from the image library.
对于筛选待排序图像的具体方式，参照实施例二中的相关描述即可，本发明实施例中对此不再赘述。For the specific manner of screening images to be sorted, refer to the relevant description in Embodiment 2, which will not be repeated in this embodiment of the present invention.
步骤302：将待排序图像按照所属类别，划分至不同图像分类。Step 302: Divide the images to be sorted into different image categories according to their categories.
其中，图像分类可以包括：人物、风景、美食以及其他四个分类。Wherein, the image classification may include: people, scenery, food and other four categories.
步骤303：分别为各图像分类生成对应的图像文件夹。Step 303: Generate corresponding image folders for each image classification.
为每个图像分类分别生成一个图像文件夹，并且为每个图像分类设置不同的第一标识，通过第一标识可确定图像所属的图像分类。An image folder is generated for each image category, and a different first identifier is set for each image category, and the image category to which the image belongs can be determined through the first identifier.
步骤304：将图像分类下的各图像，添加至图像分类对应的图像文件夹下。Step 304: Add each image under the image category to the image folder corresponding to the image category.
步骤305：基于预设图像属性参数，分别确定图像分类下的各图像的质量分数。Step 305: Based on the preset image attribute parameters, respectively determine the quality scores of the images under the image classification.
其中，预设图像属性参数可以包括：构图、色彩比例、层次、效果以及光源选择中的至少一个参数。Wherein, the preset image attribute parameters may include: at least one parameter among composition, color ratio, level, effect and light source selection.
在具体实现过程中，针对每个图像可以依据每个图像属性参数对其进行打分，将打分求和，或将打分加权后求和得到图像质量分数。图像质量分数越高，则排序越靠前。In a specific implementation process, each image may be scored according to each image attribute parameter, and the scores may be summed, or the scores may be weighted and then summed to obtain an image quality score. The higher the image quality score, the higher the ranking.
步骤306：按照质量分数对图像进行排序。Step 306: Sort the images according to the quality scores.
针对同一图像分类下的各图像，还可以为各排序设置第二标识，其中第二标识用于指示图像在该图像分类下的排序。For each image under the same image category, a second flag may also be set for each sort, where the second flag is used to indicate the sort of the image under the image category.
优选地，还可以在图像中显示其对应的第一标识以及第二标识，以便用户直观确定该图像的排序。更为优选地，还可以在图像库中该图像中预设位置处显示其对应的第一标识、第二标识以及质量分数，便于用户跨类别进行图像选择。Preferably, the corresponding first logo and the second logo can also be displayed in the image, so that the user can intuitively determine the sorting of the image. More preferably, the corresponding first logo, second logo and quality score can also be displayed at a preset position in the image in the image library, so as to facilitate the user to select images across categories.
本发明实施例提供的图像排序方法，基于用户喜欢从图像库中筛选出待排序图像，对待排序图像进行分类，针对每个图像分类依据图像的质量分数对图像进行排序。通过本发明实施例提供的图像排序方案，当用户查找图像时有针对性的从相应分类中查询即可，并且在进行查找时由于该图像分类中图像已进行排序，因此直接从排序在前的几张图像中即可选取到满意的图像，操作便捷且查找效率高，能够提升用户的使用体验。The image sorting method provided by the embodiment of the present invention is based on the user's preference to select the images to be sorted from the image library, classify the images to be sorted, and sort the images according to the quality score of the image for each image classification. Through the image sorting scheme provided by the embodiment of the present invention, when users search for images, they can search from the corresponding classification in a targeted manner, and when searching, because the images in the image classification have been sorted, they can directly search from the top sorted images. A satisfactory image can be selected from several images, the operation is convenient and the search efficiency is high, and the user experience can be improved.
实施例四Embodiment four
参照图4，示出了本发明实施例四的一种移动终端的结构框图。Referring to FIG. 4 , it shows a structural block diagram of a mobile terminal according to Embodiment 4 of the present invention.
本发明实施例的移动终端可以包括：筛选模块401，用于从图像库中筛选出待排序图像；划分模块402，用于将所述待排序图像按照所属类别，划分至不同图像分类；分数确定模块403，用于基于预设图像属性参数，分别确定所述图像分类下的各图像的质量分数；排序模块404，用于按照质量分数对图像进行排序。The mobile terminal in the embodiment of the present invention may include: a screening module 401, which is used to filter out images to be sorted from the image library; a division module 402, which is used to divide the images to be sorted into different image classifications according to their categories; score determination A module 403 is configured to respectively determine the quality scores of the images under the image classification based on preset image attribute parameters; a sorting module 404 is configured to sort the images according to the quality scores.
本发明实施例提供的移动终端，从图像库中筛选出待排序图像，对待排序图像进行分类，针对每个图像分类依据图像的质量分数对图像进行排序。通过本发明实施例提供的移动终端，当用户查找图像时有针对性的从相应分类中查询即可，并且在进行查找时由于该图像分类中图像已进行排序，因此直接从排序在前的几张图像中即可选取到满意的图像，操作便捷且查找效率高，能够提升用户的使用体验。The mobile terminal provided by the embodiment of the present invention screens the images to be sorted from the image database, classifies the images to be sorted, and sorts the images according to the quality scores of the images for each image classification. Through the mobile terminal provided by the embodiment of the present invention, when the user searches for an image, he can search from the corresponding classification in a targeted manner, and when searching, since the images in the image classification have been sorted, he can directly select the image from the top few sorted images. A satisfactory image can be selected from only one image, the operation is convenient and the search efficiency is high, and the user experience can be improved.
实施例五Embodiment five
参照图5，示出了本发明实施例五的一种移动终端的结构框图。Referring to FIG. 5 , it shows a structural block diagram of a mobile terminal according to Embodiment 5 of the present invention.
本发明实施例的移动终端是对实施例四中的移动终端的进一步优化，优化后的移动终端可以包括：筛选模块501，用于从图像库中筛选出待排序图像；划分模块502，用于将所述待排序图像按照所属类别，划分至不同图像分类；分数确定模块503，用于于预设图像属性参数，分别确定所述图像分类下的各图像的质量分数；排序模块504，用于按照质量分数对图像进行排序。The mobile terminal in the embodiment of the present invention is a further optimization of the mobile terminal in the fourth embodiment, and the optimized mobile terminal may include: a screening module 501 for screening images to be sorted from an image library; a division module 502 for The images to be sorted are divided into different image classifications according to their categories; the score determination module 503 is used to preset image attribute parameters to determine the quality scores of each image under the image classification respectively; the sorting module 504 is used to Sort images by quality score.
优选地，所述筛选模块501包括：第一筛选子模块5011，用于依据用户预设的拍摄时间段，从图像库中查找出拍摄时间处于所述拍摄时间段内的第一图像；第二筛选子模块5012，用于基于用户喜好从所述第一图像中筛选出所述待排序图像。Preferably, the screening module 501 includes: a first screening sub-module 5011, configured to search out the first image whose shooting time is within the shooting time period from the image library according to the shooting time period preset by the user; The filtering submodule 5012 is configured to filter out the images to be sorted from the first images based on user preference.
优选地，所述移动终端还包括：生成模块505，用于在所述划分模块502将所述待排序图像按照所属类别，划分至不同图像分类之后，分别为各图像分类生成对应的图像文件夹；添加模块506，用于针对每个图像分类，将所述图像分类下的各图像的图像镜像，添加至所述图像分类对应的图像文件夹下。Preferably, the mobile terminal further includes: a generating module 505, configured to generate corresponding image folders for each image category after the dividing module 502 divides the images to be sorted into different image categories according to their categories The adding module 506 is configured to, for each image category, add the image mirror image of each image under the image category to the image folder corresponding to the image category.
优选地，所述排序模块504包括：排序子模块5041，用于针对每个图像文件夹，将所述图像文件下的图像镜像按照图像质量分数进行排序；标识确定子模块5042，用于针对每个图像镜像，确定所述图像镜像所属的图像分类对应的第一标识以及所述图像镜像的排序对应的第二标识；显示子模块5043，用于在所述图像镜像中，显示所述第一标识以及所述第二标识。Preferably, the sorting module 504 includes: a sorting submodule 5041, for each image folder, sorting the image mirror images under the image file according to the image quality score; an identification determination submodule 5042, for each image mirroring, determine the first identifier corresponding to the image category to which the image mirroring belongs and the second identifier corresponding to the sorting of the image mirroring; the display submodule 5043 is used to display the first identifier in the image mirroring ID and the second ID.
优选地，所述预设图像属性参数包括：构图、色彩比例、层次、效果以及光源选择中的至少一个参数。Preferably, the preset image attribute parameters include: at least one parameter among composition, color ratio, level, effect and light source selection.
本发明实施例中的移动终端用于实现前述实施例一至实施例三中相应的图像排序方法，并具有与方法实施例相应的有益效果，在此不再赘述。The mobile terminal in the embodiment of the present invention is used to implement the corresponding image sorting method in the foregoing embodiment 1 to embodiment 3, and has beneficial effects corresponding to the method embodiment, which will not be repeated here.
实施例六Embodiment six
参照图6，示出了本发明实施例六的一种移动终端的结构框图。Referring to FIG. 6 , it shows a structural block diagram of a mobile terminal according to Embodiment 6 of the present invention.
本发明实施例的移动终端700包括：至少一个处理器701、存储器702、至少一个网络接口704和其他用户接口703。移动终端700中的各个组件通过总线系统705耦合在一起。可理解，总线系统705用于实现这些组件之间的连接通信。总线系统705除包括数据总线之外，还包括电源总线、控制总线和状态信号总线。但是为了清楚说明起见，在图6中将各种总线都标为总线系统705。The mobile terminal 700 in this embodiment of the present invention includes: at least one processor 701 , a memory 702 , at least one network interface 704 and other user interfaces 703 . Various components in the mobile terminal 700 are coupled together through a bus system 705 . It can be understood that the bus system 705 is used to realize connection and communication between these components. In addition to the data bus, the bus system 705 also includes a power bus, a control bus and a status signal bus. However, for clarity of illustration, the various buses are labeled as bus system 705 in FIG. 6 .
其中，用户接口703可以包括显示器、键盘或者点击设备(例如，鼠标，轨迹球(track ball)、触感板或者触摸屏等。Wherein, the user interface 703 may include a display, a keyboard or a pointing device (for example, a mouse, a track ball (track ball), a touch panel or a touch screen, and the like.
可以理解，本发明实施例中的存储器702可以是易失性存储器或非易失性存储器，或可包括易失性和非易失性存储器两者。其中，非易失性存储器可以是只读存储器(Read-Only Memory，ROM)、可编程只读存储器(Programmable ROM，PROM)、可擦除可编程只读存储器(Erasable PROM，EPROM)、电可擦除可编程只读存储器(Electrically EPROM，EEPROM)或闪存。易失性存储器可以是随机存取存储器(Random Access Memory，RAM)，其用作外部高速缓存。通过示例性但不是限制性说明，许多形式的RAM可用，例如静态随机存取存储器(Static RAM，SRAM)、动态随机存取存储器(Dynamic RAM，DRAM)、同步动态随机存取存储器(Synchronous DRAM，SDRAM)、双倍数据速率同步动态随机存取存储器(Double DataRateSDRAM，DDRSDRAM)、增强型同步动态随机存取存储器(Enhanced SDRAM，ESDRAM)、同步连接动态随机存取存储器(Synchlink DRAM，SLDRAM)和直接内存总线随机存取存储器(DirectRam bus RAM，DRRAM)。本发明实施例描述的系统和方法的存储器702旨在包括但不限于这些和任意其它适合类型的存储器。It can be understood that the memory 702 in the embodiment of the present invention may be a volatile memory or a nonvolatile memory, or may include both volatile and nonvolatile memories. Among them, the non-volatile memory can be read-only memory (Read-Only Memory, ROM), programmable read-only memory (Programmable ROM, PROM), erasable programmable read-only memory (Erasable PROM, EPROM), electronically programmable Erase Programmable Read-Only Memory (Electrically EPROM, EEPROM) or Flash. The volatile memory can be Random Access Memory (RAM), which acts as an external cache. By way of illustration and not limitation, many forms of RAM are available such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (Synchronous DRAM, SDRAM), double data rate synchronous dynamic random access memory (Double DataRateSDRAM, DDRSDRAM), enhanced synchronous dynamic random access memory (Enhanced SDRAM, ESDRAM), synchronous connection dynamic random access memory (Synchlink DRAM, SLDRAM) and direct Memory bus random access memory (DirectRam bus RAM, DRRAM). The memory 702 of the systems and methods described in embodiments of the present invention is intended to include, but is not limited to, these and any other suitable types of memory.
在一些实施方式中，存储器702存储了如下的元素，可执行模块或者数据结构，或者他们的子集，或者他们的扩展集：操作系统7021和应用程序7022。In some implementations, the memory 702 stores the following elements, executable modules or data structures, or their subsets, or their extended sets: an operating system 7021 and an application program 7022 .
其中，操作系统7021，包含各种系统程序，例如框架层、核心库层、驱动层等，用于实现各种基础业务以及处理基于硬件的任务。应用程序7022，包含各种应用程序，例如媒体播放器(Media Player)、浏览器(Browser)等，用于实现各种应用业务。实现本发明实施例方法的程序可以包含在应用程序7022中。Among them, the operating system 7021 includes various system programs, such as framework layer, core library layer, driver layer, etc., for realizing various basic services and processing hardware-based tasks. The application program 7022 includes various application programs, such as a media player (Media Player), a browser (Browser), etc., and is used to implement various application services. The program for realizing the method of the embodiment of the present invention may be included in the application program 7022 .
在本发明实施例中，通过调用存储器702存储的程序或指令，具体的，可以是应用程序7022中存储的程序或指令，处理器701用于从图像库中筛选出待排序图像；将所述待排序图像按照所属类别，划分至不同图像分类；基于预设图像属性参数，分别确定所述图像分类下的各图像的质量分数；按照质量分数对图像进行排序。In the embodiment of the present invention, by calling the program or instruction stored in the memory 702, specifically, the program or instruction stored in the application program 7022, the processor 701 is used to filter out images to be sorted from the image library; The images to be sorted are divided into different image classifications according to their categories; based on the preset image attribute parameters, the quality scores of each image under the image classification are respectively determined; and the images are sorted according to the quality scores.
上述本发明实施例揭示的方法可以应用于处理器701中，或者由处理器701实现。处理器701可能是一种集成电路芯片，具有信号的处理能力。在实现过程中，上述方法的各步骤可以通过处理器701中的硬件的集成逻辑电路或者软件形式的指令完成。上述的处理器701可以是通用处理器、数字信号处理器(Digital Signal Processor，DSP)、专用集成电路(Application Specific Integrated Circuit，ASIC)、现成可编程门阵列(FieldProgrammable Gate Array，FPGA)或者其他可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件。可以实现或者执行本发明实施例中的公开的各方法、步骤及逻辑框图。通用处理器可以是微处理器或者该处理器也可以是任何常规的处理器等。结合本发明实施例所公开的方法的步骤可以直接体现为硬件译码处理器执行完成，或者用译码处理器中的硬件及软件模块组合执行完成。软件模块可以位于随机存储器，闪存、只读存储器，可编程只读存储器或者电可擦写可编程存储器、寄存器等本领域成熟的存储介质中。该存储介质位于存储器702，处理器701读取存储器702中的信息，结合其硬件完成上述方法的步骤。The methods disclosed in the foregoing embodiments of the present invention may be applied to the processor 701 or implemented by the processor 701 . The processor 701 may be an integrated circuit chip with signal processing capability. In the implementation process, each step of the above method may be completed by an integrated logic circuit of hardware in the processor 701 or instructions in the form of software. The above-mentioned processor 701 may be a general-purpose processor, a digital signal processor (Digital Signal Processor, DSP), an application specific integrated circuit (Application Specific Integrated Circuit, ASIC), an off-the-shelf programmable gate array (Field Programmable Gate Array, FPGA) or other available Program logic devices, discrete gate or transistor logic devices, discrete hardware components. Various methods, steps and logic block diagrams disclosed in the embodiments of the present invention may be implemented or executed. A general-purpose processor may be a microprocessor, or the processor may be any conventional processor, or the like. The steps of the methods disclosed in the embodiments of the present invention may be directly implemented by a hardware decoding processor, or implemented by a combination of hardware and software modules in the decoding processor. The software module can be located in a mature storage medium in the field such as random access memory, flash memory, read-only memory, programmable read-only memory or electrically erasable programmable memory, register. The storage medium is located in the memory 702, and the processor 701 reads the information in the memory 702, and completes the steps of the above method in combination with its hardware.
可以理解的是，本文描述的这些实施例可以用硬件、软件、固件、中间件、微码或其组合来实现。对于硬件实现，处理单元可以实现在一个或多个专用集成电路(ApplicationSpecific Integrated Circuits，ASIC)、数字信号处理器(Digital Signal Processing，DSP)、数字信号处理设备(DSP Device，DSPD)、可编程逻辑设备(Programmable LogicDevice，PLD)、现场可编程门阵列(Field-Programmable Gate Array，FPGA)、通用处理器、控制器、微控制器、微处理器、用于执行本申请所述功能的其它电子单元或其组合中。It should be understood that the embodiments described herein may be implemented by hardware, software, firmware, middleware, microcode or a combination thereof. For hardware implementation, the processing unit can be implemented in one or more application specific integrated circuits (Application Specific Integrated Circuits, ASIC), digital signal processor (Digital Signal Processing, DSP), digital signal processing device (DSP Device, DSPD), programmable logic Device (Programmable Logic Device, PLD), Field-Programmable Gate Array (Field-Programmable Gate Array, FPGA), general-purpose processor, controller, microcontroller, microprocessor, other electronic units for performing the functions described in this application or a combination thereof.
对于软件实现，可通过执行本发明实施例中所述功能的模块(例如过程、函数等)来实现本发明实施例中所述的技术。软件代码可存储在存储器中并通过处理器执行。存储器可以在处理器中或在处理器外部实现。For software implementation, the techniques described in the embodiments of the present invention may be implemented through modules (such as procedures, functions, etc.) that execute the functions described in the embodiments of the present invention. Software codes can be stored in memory and executed by a processor. Memory can be implemented within the processor or external to the processor.
可选地，处理器701从图像库中筛选出待排序图像时，具体用于：依据用户预设的拍摄时间段，从图像库中查找出拍摄时间处于所述拍摄时间段内的第一图像；基于用户喜好从所述第一图像中筛选出所述待排序图像。Optionally, when the processor 701 filters out the images to be sorted from the image library, it is specifically used to: find out from the image library the first image whose shooting time is within the shooting time period preset by the user ; Filter out the images to be sorted from the first images based on user preference.
可选地，处理器701在将所述待排序图像按照所属类别，划分至不同图像分类之后，还用于：分别为各图像分类生成对应的图像文件夹；针对每个图像分类，将所述图像分类下的各图像的图像镜像，添加至所述图像分类对应的图像文件夹下。Optionally, after the processor 701 divides the images to be sorted into different image categories according to their categories, it is further configured to: respectively generate corresponding image folders for each image category; The image mirror image of each image under the image category is added to the image folder corresponding to the image category.
可选地，处理器701按照质量分数对图像进行排序时，具体用于：针对每个图像文件夹，将所述图像文件夹下的图像镜像按照图像质量分数进行排序；针对每个图像镜像，确定所述图像镜像所属的图像分类对应的第一标识以及所述图像镜像的排序对应的第二标识；在所述图像镜像中，显示所述第一标识以及所述第二标识。Optionally, when the processor 701 sorts the images according to the quality scores, it is specifically configured to: for each image folder, sort the image mirrors under the image folder according to the image quality scores; for each image mirror, Determining a first identifier corresponding to the image category to which the image mirror image belongs and a second identifier corresponding to the sorting of the image mirror image; displaying the first identifier and the second identifier in the image mirror image.
可选地，所述预设图像属性参数包括：构图、色彩比例、层次、效果以及光源选择中的至少一个参数。Optionally, the preset image attribute parameters include: at least one parameter of composition, color ratio, level, effect, and light source selection.
移动终端700能够实现前述实施例中移动终端实现的各个过程，为避免重复，这里不再赘述。The mobile terminal 700 can implement various processes implemented by the mobile terminal in the foregoing embodiments, and to avoid repetition, details are not repeated here.
本发明实施例提供的移动终端从图像库中筛选出待排序图像，对待排序图像进行分类，针对每个图像分类依据图像的质量分数对图像进行排序。通过本发明实施例提供的移动终端，当用户查找图像时有针对性的从相应分类中查询即可，并且在进行查找时由于该图像分类中图像已进行排序，因此直接从排序在前的几张图像中即可选取到满意的图像，操作便捷且查找效率高，能够提升用户的使用体验。The mobile terminal provided by the embodiment of the present invention screens the images to be sorted from the image database, classifies the images to be sorted, and sorts the images according to the quality scores of the images for each image classification. Through the mobile terminal provided by the embodiment of the present invention, when the user searches for an image, he can search from the corresponding classification in a targeted manner, and when searching, since the images in the image classification have been sorted, he can directly select the image from the top few sorted images. A satisfactory image can be selected from only one image, the operation is convenient and the search efficiency is high, and the user experience can be improved.
实施例七Embodiment seven
参照图7，示出了本发明实施例七的一种移动终端的结构框图。Referring to FIG. 7 , it shows a structural block diagram of a mobile terminal according to Embodiment 7 of the present invention.
本发明实施例中的移动终端可以为手机、平板电脑、个人数字助理(PersonalDigital Assistant，PDA)、或车载电脑等。The mobile terminal in the embodiment of the present invention may be a mobile phone, a tablet computer, a personal digital assistant (Personal Digital Assistant, PDA), or a vehicle-mounted computer.
图7中的移动终端包括射频(Radio Frequency，RF)电路810、存储器820、输入单元830、显示单元840、处理器860、音频电路870、WiFi(WirelessFidelity)模块880和电源890。The mobile terminal in FIG. 7 includes a radio frequency (Radio Frequency, RF) circuit 810, a memory 820, an input unit 830, a display unit 840, a processor 860, an audio circuit 870, a WiFi (WirelessFidelity) module 880 and a power supply 890.
其中，输入单元830可用于接收用户输入的数字或字符信息，以及产生与移动终端的用户设置以及功能控制有关的信号输入。具体地，本发明实施例中，该输入单元830可以包括触控面板831。触控面板831，也称为触摸屏，可收集用户在其上或附近的触摸操作(比如用户使用手指、触笔等任何适合的物体或附件在触控面板831上的操作)，并根据预先设定的程式驱动相应的连接装置。可选的，触控面板831可包括触摸检测装置和触摸控制器两个部分。其中，触摸检测装置检测用户的触摸方位，并检测触摸操作带来的信号，将信号传送给触摸控制器；触摸控制器从触摸检测装置上接收触摸信息，并将它转换成触点坐标，再送给该处理器860，并能接收处理器860发来的命令并加以执行。此外，可以采用电阻式、电容式、红外线以及表面声波等多种类型实现触控面板831。除了触控面板831，输入单元830还可以包括其他输入设备832，其他输入设备832可以包括但不限于物理键盘、功能键(比如音量控制按键、开关按键等)、轨迹球、鼠标、操作杆等中的一种或多种。Wherein, the input unit 830 can be used to receive number or character information input by the user, and generate signal input related to user setting and function control of the mobile terminal. Specifically, in the embodiment of the present invention, the input unit 830 may include a touch panel 831 . The touch panel 831, also referred to as a touch screen, can collect user's touch operations on or near it (such as the user's operation on the touch panel 831 using any suitable object or accessory such as a finger or a stylus), and based on preset The specified program drives the corresponding connected device. Optionally, the touch panel 831 may include two parts, a touch detection device and a touch controller. Among them, the touch detection device detects the user's touch orientation, and detects the signal brought by the touch operation, and transmits the signal to the touch controller; the touch controller receives the touch information from the touch detection device, converts it into contact coordinates, and sends it to the to the processor 860, and can receive and execute commands sent by the processor 860. In addition, the touch panel 831 can be implemented in various types such as resistive, capacitive, infrared, and surface acoustic wave. In addition to the touch panel 831, the input unit 830 may also include other input devices 832, which may include but not limited to physical keyboards, function keys (such as volume control buttons, switch buttons, etc.), trackballs, mice, joysticks, etc. one or more of.
其中，显示单元840可用于显示由用户输入的信息或提供给用户的信息以及移动终端的各种菜单界面。显示单元840可包括显示面板841，可选的，可以采用LCD或有机发光二极管(Organic Light-Emitting Diode，OLED)等形式来配置显示面板841。Wherein, the display unit 840 can be used to display information input by the user or information provided to the user and various menu interfaces of the mobile terminal. The display unit 840 may include a display panel 841. Optionally, the display panel 841 may be configured in the form of an LCD or an organic light-emitting diode (Organic Light-Emitting Diode, OLED).
应注意，触控面板831可以覆盖显示面板841，形成触摸显示屏，当该触摸显示屏检测到在其上或附近的触摸操作后，传送给处理器860以确定触摸事件的类型，随后处理器860根据触摸事件的类型在触摸显示屏上提供相应的视觉输出。It should be noted that the touch panel 831 can cover the display panel 841 to form a touch display screen. When the touch display screen detects a touch operation on or near it, it is sent to the processor 860 to determine the type of the touch event, and then the processor The 860 provides corresponding visual output on the touch display screen according to the type of the touch event.
触摸显示屏包括应用程序界面显示区及常用控件显示区。该应用程序界面显示区及该常用控件显示区的排列方式并不限定，可以为上下排列、左右排列等可以区分两个显示区的排列方式。该应用程序界面显示区可以用于显示应用程序的界面。每一个界面可以包含至少一个应用程序的图标和/或widget桌面控件等界面元素。该应用程序界面显示区也可以为不包含任何内容的空界面。该常用控件显示区用于显示使用率较高的控件，例如，设置按钮、界面编号、滚动条、电话本图标等应用程序图标等。The touch display screen includes an application program interface display area and a common control display area. The arrangement of the display area of the application program interface and the display area of the commonly used controls is not limited, and may be an arrangement in which the two display areas can be distinguished, such as vertical arrangement, left-right arrangement, and the like. The application program interface display area can be used to display the interface of the application program. Each interface may include at least one interface element such as an icon of an application program and/or a widget desktop control. The application program interface display area can also be an empty interface without any content. The commonly used control display area is used to display controls with a high usage rate, for example, application icons such as setting buttons, interface numbers, scroll bars, and phonebook icons.
其中处理器860是移动终端的控制中心，利用各种接口和线路连接整个手机的各个部分，通过运行或执行存储在第一存储器821内的软件程序和/或模块，以及调用存储在第二存储器822内的数据，执行移动终端的各种功能和处理数据，从而对移动终端进行整体监控。可选的，处理器860可包括一个或多个处理单元。Wherein the processor 860 is the control center of the mobile terminal, utilizes various interfaces and lines to connect the various parts of the whole mobile phone, by running or executing the software programs and/or modules stored in the first memory 821, and calling the software programs and/or modules stored in the second memory The data in 822 executes various functions of the mobile terminal and processes data, so as to monitor the mobile terminal as a whole. Optionally, the processor 860 may include one or more processing units.
在本发明实施例中，通过调用存储该第一存储器821内的软件程序和/或模块和/或该第二存储器822内的数据，处理器860用于从图像库中筛选出待排序图像；将所述待排序图像按照所属类别，划分至不同图像分类；基于预设图像属性参数，分别确定所述图像分类下的各图像的质量分数；按照质量分数对图像进行排序。In the embodiment of the present invention, the processor 860 is configured to filter out images to be sorted from the image library by calling the software programs and/or modules stored in the first memory 821 and/or the data in the second memory 822; The images to be sorted are divided into different image classifications according to their categories; based on preset image attribute parameters, the quality scores of each image under the image classification are respectively determined; and the images are sorted according to the quality scores.
可选地，处理器860从图像库中筛选出待排序图像时，具体用于：依据用户预设的拍摄时间段，从图像库中查找出拍摄时间处于所述拍摄时间段内的第一图像；基于用户喜好从所述第一图像中筛选出所述待排序图像。Optionally, when the processor 860 screens out the images to be sorted from the image library, it is specifically used to: search for the first image whose shooting time falls within the shooting time period from the image library according to the shooting time period preset by the user ; Filter out the images to be sorted from the first images based on user preference.
可选地，处理器860在将所述待排序图像按照所属类别，划分至不同图像分类之后，还用于：分别为各图像分类生成对应的图像文件夹；针对每个图像分类，将所述图像分类下的各图像的图像镜像，添加至所述图像分类对应的图像文件夹下。Optionally, after the processor 860 divides the images to be sorted into different image categories according to their categories, it is further configured to: respectively generate corresponding image folders for each image category; The image mirror image of each image under the image category is added to the image folder corresponding to the image category.
可选地，处理器860按照质量分数对图像进行排序时，具体用于：针对每个图像文件夹，将所述图像文件夹下的图像镜像按照图像质量分数进行排序；针对每个图像镜像，确定所述图像镜像所属的图像分类对应的第一标识以及所述图像镜像的排序对应的第二标识；在所述图像镜像中，显示所述第一标识以及所述第二标识。Optionally, when the processor 860 sorts the images according to the quality scores, it is specifically configured to: for each image folder, sort the image mirrors under the image folder according to the image quality scores; for each image mirror, Determining a first identifier corresponding to the image category to which the image mirror image belongs and a second identifier corresponding to the sorting of the image mirror image; displaying the first identifier and the second identifier in the image mirror image.
可选地，所述预设图像属性参数包括：构图、色彩比例、层次、效果以及光源选择中的至少一个参数。Optionally, the preset image attribute parameters include: at least one parameter of composition, color ratio, level, effect, and light source selection.
本发明实施例提供的移动终端从图像库中筛选出待排序图像，对待排序图像进行分类，针对每个图像分类依据图像的质量分数对图像进行排序。通过本发明实施例提供的移动终端，当用户查找图像时有针对性的从相应分类中查询即可，并且在进行查找时由于该图像分类中图像已进行排序，因此直接从排序在前的几张图像中即可选取到满意的图像，操作便捷且查找效率高，能够提升用户的使用体验。The mobile terminal provided by the embodiment of the present invention screens the images to be sorted from the image database, classifies the images to be sorted, and sorts the images according to the quality scores of the images for each image classification. Through the mobile terminal provided by the embodiment of the present invention, when the user searches for an image, he can search from the corresponding classification in a targeted manner, and when searching, since the images in the image classification have been sorted, he can directly select the image from the top few sorted images. A satisfactory image can be selected from only one image, the operation is convenient and the search efficiency is high, and the user experience can be improved.
对于装置实施例而言，由于其与方法实施例基本相似，所以描述的比较简单，相关之处参见方法实施例的部分说明即可。As for the device embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and for related parts, please refer to the part of the description of the method embodiment.
在此提供的图像排序方法及移动终端不与任何特定计算机、虚拟系统或者其它设备固有相关。各种通用系统也可以与基于在此的示教一起使用。根据上面的描述，构造具有本发明方案的系统所要求的结构是显而易见的。此外，本发明也不针对任何特定编程语言。应当明白，可以利用各种编程语言实现在此描述的本发明的内容，并且上面对特定语言所做的描述是为了披露本发明的最佳实施方式。The image ordering methods and mobile terminals provided herein are not inherently related to any particular computer, virtual system, or other device. Various generic systems can also be used with the teachings based on this. The structure required to construct a system having the solution of the present invention is apparent from the above description. Furthermore, the present invention is not specific to any particular programming language. It should be understood that various programming languages can be used to implement the content of the present invention described herein, and the above description of specific languages is for disclosing the best mode of the present invention.
在此处所提供的说明书中，说明了大量具体细节。然而，能够理解，本发明的实施例可以在没有这些具体细节的情况下实践。在一些实例中，并未详细示出公知的方法、结构和技术，以便不模糊对本说明书的理解。In the description provided herein, numerous specific details are set forth. However, it is understood that embodiments of the invention may be practiced without these specific details. In some instances, well-known methods, structures and techniques have not been shown in detail in order not to obscure the understanding of this description.
类似地，应当理解，为了精简本公开并帮助理解各个发明方面中的一个或多个，在上面对本发明的示例性实施例的描述中，本发明的各个特征有时被一起分组到单个实施例、图、或者对其的描述中。然而，并不应将该公开的方法解释成反映如下意图：即所要求保护的本发明要求比在每个权利要求中所明确记载的特征更多的特征。更确切地说，如权利要求书所反映的那样，发明方面在于少于前面公开的单个实施例的所有特征。因此，遵循具体实施方式的权利要求书由此明确地并入该具体实施方式，其中每个权利要求本身都作为本发明的单独实施例。Similarly, it should be appreciated that in the foregoing description of exemplary embodiments of the invention, in order to streamline this disclosure and to facilitate an understanding of one or more of the various inventive aspects, various features of the invention are sometimes grouped together in a single embodiment, figure, or its description. This method of disclosure, however, is not to be interpreted as reflecting an intention that the claimed invention requires more features than are expressly recited in each claim. Rather, as the following claims reflect, inventive aspects lie in less than all features of a single foregoing disclosed embodiment. Thus, the claims following the Detailed Description are hereby expressly incorporated into this Detailed Description, with each claim standing on its own as a separate embodiment of this invention.
本领域那些技术人员可以理解，可以对实施例中的设备中的模块进行自适应性地改变并且把它们设置在与该实施例不同的一个或多个设备中。可以把实施例中的模块或单元或组件组合成一个模块或单元或组件，以及此外可以把它们分成多个子模块或子单元或子组件。除了这样的特征和/或过程或者单元中的至少一些是相互排斥之外，可以采用任何组合对本说明书(包括伴随的权利要求、摘要和附图)中公开的所有特征以及如此公开的任何方法或者设备的所有过程或单元进行组合。除非另外明确陈述，本说明书(包括伴随的权利要求、摘要和附图)中公开的每个特征可以由提供相同、等同或相似目的的替代特征来代替。Those skilled in the art can understand that the modules in the device in the embodiment can be adaptively changed and arranged in one or more devices different from the embodiment. Modules or units or components in the embodiments may be combined into one module or unit or component, and furthermore may be divided into a plurality of sub-modules or sub-units or sub-assemblies. All features disclosed in this specification (including accompanying claims, abstract and drawings) and any method or method so disclosed may be used in any combination, except that at least some of such features and/or processes or units are mutually exclusive. All processes or units of equipment are combined. Each feature disclosed in this specification (including accompanying claims, abstract and drawings) may be replaced by alternative features serving the same, equivalent or similar purpose, unless expressly stated otherwise.
此外，本领域的技术人员能够理解，尽管在此所述的一些实施例包括其它实施例中所包括的某些特征而不是其它特征，但是不同实施例的特征的组合意味着处于本发明的范围之内并且形成不同的实施例。例如，在权利要求书中，所要求保护的实施例的任意之一都可以以任意的组合方式来使用。Furthermore, those skilled in the art will understand that although some embodiments described herein include some features included in other embodiments but not others, combinations of features from different embodiments are meant to be within the scope of the invention. and form different embodiments. For example, in the claims, any one of the claimed embodiments can be used in any combination.
本发明的各个部件实施例可以以硬件实现，或者以在一个或者多个处理器上运行的软件模块实现，或者以它们的组合实现。本领域的技术人员应当理解，可以在实践中使用微处理器或者数字信号处理器(DSP)来实现根据本发明实施例的图像排序方法及移动终端中的一些或者全部部件的一些或者全部功能。本发明还可以实现为用于执行这里所描述的方法的一部分或者全部的设备或者装置程序(例如，计算机程序和计算机程序产品)。这样的实现本发明的程序可以存储在计算机可读介质上，或者可以具有一个或者多个信号的形式。这样的信号可以从因特网网站上下载得到，或者在载体信号上提供，或者以任何其他形式提供。The various component embodiments of the present invention may be implemented in hardware, or in software modules running on one or more processors, or in a combination thereof. Those skilled in the art should understand that a microprocessor or a digital signal processor (DSP) may be used in practice to implement some or all functions of the image sorting method and some or all components in the mobile terminal according to the embodiments of the present invention. The present invention can also be implemented as an apparatus or an apparatus program (for example, a computer program and a computer program product) for performing a part or all of the methods described herein. Such a program for realizing the present invention may be stored on a computer-readable medium, or may be in the form of one or more signals. Such a signal may be downloaded from an Internet site, or provided on a carrier signal, or provided in any other form.
应该注意的是上述实施例对本发明进行说明而不是对本发明进行限制，并且本领域技术人员在不脱离所附权利要求的范围的情况下可设计出替换实施例。在权利要求中，不应将位于括号之间的任何参考符号构造成对权利要求的限制。单词“包含”不排除存在未列在权利要求中的元件或步骤。位于元件之前的单词“一”或“一个”不排除存在多个这样的元件。本发明可以借助于包括有若干不同元件的硬件以及借助于适当编程的计算机来实现。在列举了若干装置的单元权利要求中，这些装置中的若干个可以是通过同一个硬件项来具体体现。单词第一、第二、以及第三等的使用不表示任何顺序。可将这些单词解释为名称。It should be noted that the above-mentioned embodiments illustrate rather than limit the invention, and that those skilled in the art will be able to design alternative embodiments without departing from the scope of the appended claims. In the claims, any reference signs placed between parentheses shall not be construed as limiting the claim. The word "comprising" does not exclude the presence of elements or steps not listed in a claim. The word "a" or "an" preceding an element does not exclude the presence of a plurality of such elements. The invention can be implemented by means of hardware comprising several distinct elements, and by means of a suitably programmed computer. In a unit claim enumerating several means, several of these means can be embodied by one and the same item of hardware. The use of the words first, second, and third, etc. does not indicate any order. These words can be interpreted as names.
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710843110.8ACN107729384A (en) | 2017-09-18 | 2017-09-18 | Image ranking method and mobile terminal |
| Application Number | Priority Date | Filing Date | Title |
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| CN201710843110.8ACN107729384A (en) | 2017-09-18 | 2017-09-18 | Image ranking method and mobile terminal |
| Publication Number | Publication Date |
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| CN107729384Atrue CN107729384A (en) | 2018-02-23 |
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710843110.8APendingCN107729384A (en) | 2017-09-18 | 2017-09-18 | Image ranking method and mobile terminal |
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|---|---|
| CN (1) | CN107729384A (en) |
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109189735A (en)* | 2018-10-23 | 2019-01-11 | 维沃移动通信有限公司 | A kind of preview image displaying method, mobile terminal |
| CN109547700A (en)* | 2018-12-27 | 2019-03-29 | 维沃移动通信有限公司 | Photographic method and terminal |
| CN109740667A (en)* | 2018-12-29 | 2019-05-10 | 中国传媒大学 | An Image Quality Evaluation Method Based on Quality Ranking Network and Semantic Classification |
| CN109886310A (en)* | 2019-01-25 | 2019-06-14 | 北京三快在线科技有限公司 | Picture sort method, device, electronic equipment and readable storage medium storing program for executing |
| CN110909193A (en)* | 2019-11-22 | 2020-03-24 | 携程计算机技术（上海）有限公司 | Image sorting display method, system, equipment and storage medium |
| CN111062856A (en)* | 2019-11-18 | 2020-04-24 | 中国航空工业集团公司西安航空计算技术研究所 | Optimized OpenGL graphic attribute arrangement method |
| CN111382295A (en)* | 2018-12-27 | 2020-07-07 | 北京搜狗科技发展有限公司 | Image search result sorting method and device |
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| CN103207870A (en)* | 2012-01-17 | 2013-07-17 | 华为技术有限公司 | A photo classification management method, server, device and system |
| CN106156347A (en)* | 2016-07-21 | 2016-11-23 | 北京奇虎科技有限公司 | Cloud photograph album classification methods of exhibiting, device and server |
| CN106469162A (en)* | 2015-08-18 | 2017-03-01 | 中兴通讯股份有限公司 | A kind of picture sort method and corresponding picture storage display device |
| CN106650795A (en)* | 2016-12-01 | 2017-05-10 | 携程计算机技术（上海）有限公司 | Sorting method of hotel room type images |
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN103207870A (en)* | 2012-01-17 | 2013-07-17 | 华为技术有限公司 | A photo classification management method, server, device and system |
| CN106469162A (en)* | 2015-08-18 | 2017-03-01 | 中兴通讯股份有限公司 | A kind of picture sort method and corresponding picture storage display device |
| CN106156347A (en)* | 2016-07-21 | 2016-11-23 | 北京奇虎科技有限公司 | Cloud photograph album classification methods of exhibiting, device and server |
| CN106650795A (en)* | 2016-12-01 | 2017-05-10 | 携程计算机技术（上海）有限公司 | Sorting method of hotel room type images |
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109189735A (en)* | 2018-10-23 | 2019-01-11 | 维沃移动通信有限公司 | A kind of preview image displaying method, mobile terminal |
| CN109189735B (en)* | 2018-10-23 | 2020-09-01 | 维沃移动通信有限公司 | A preview image display method and mobile terminal |
| CN109547700A (en)* | 2018-12-27 | 2019-03-29 | 维沃移动通信有限公司 | Photographic method and terminal |
| CN111382295A (en)* | 2018-12-27 | 2020-07-07 | 北京搜狗科技发展有限公司 | Image search result sorting method and device |
| CN111382295B (en)* | 2018-12-27 | 2024-04-30 | 北京搜狗科技发展有限公司 | A method and device for sorting image search results |
| CN109740667A (en)* | 2018-12-29 | 2019-05-10 | 中国传媒大学 | An Image Quality Evaluation Method Based on Quality Ranking Network and Semantic Classification |
| CN109740667B (en)* | 2018-12-29 | 2020-08-28 | 中国传媒大学 | Image quality evaluation method based on quality sorting network and semantic classification |
| CN109886310A (en)* | 2019-01-25 | 2019-06-14 | 北京三快在线科技有限公司 | Picture sort method, device, electronic equipment and readable storage medium storing program for executing |
| CN111062856A (en)* | 2019-11-18 | 2020-04-24 | 中国航空工业集团公司西安航空计算技术研究所 | Optimized OpenGL graphic attribute arrangement method |
| CN111062856B (en)* | 2019-11-18 | 2023-10-20 | 中国航空工业集团公司西安航空计算技术研究所 | Optimized OpenGL graphic attribute arrangement method |
| CN110909193A (en)* | 2019-11-22 | 2020-03-24 | 携程计算机技术（上海）有限公司 | Image sorting display method, system, equipment and storage medium |
| CN110909193B (en)* | 2019-11-22 | 2024-01-05 | 携程计算机技术（上海）有限公司 | Image ordering display method, system, device and storage medium |
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| RJ01 | Rejection of invention patent application after publication | Application publication date:20180223 | |
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