CN114067096A - Dial pushing method and device, electronic equipment and computer readable storage medium - Google Patents

Dial pushing method and device, electronic equipment and computer readable storage medium Download PDF

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CN114067096A
CN114067096A CN202010782953.3A CN202010782953A CN114067096A CN 114067096 A CN114067096 A CN 114067096A CN 202010782953 A CN202010782953 A CN 202010782953A CN 114067096 A CN114067096 A CN 114067096A
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dial
dial plate
image
type
color
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胡志通
陈德银
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Guangdong Oppo Mobile Telecommunications Corp Ltd
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Guangdong Oppo Mobile Telecommunications Corp Ltd
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Priority to CN202010782953.3A priority Critical patent/CN114067096A/en
Priority to PCT/CN2021/097198 priority patent/WO2022028071A1/en
Publication of CN114067096A publication Critical patent/CN114067096A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search customisation based on user profiles and personalisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9538Presentation of query results
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/22Matching criteria, e.g. proximity measures
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/25Fusion techniques
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/25Determination of region of interest [ROI] or a volume of interest [VOI]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/74Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/80Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level

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Abstract

The application relates to a dial plate pushing method and device, computer equipment and a storage medium. The method comprises the following steps: acquiring an image to be identified; identifying the image to be identified to obtain identification content; acquiring a first time element, and fusing the first time element and the identification content to obtain a first type of dial plate; searching data matched with the identification content from the database, and determining a second type of dial plate based on the search result; and carrying out dial plate pushing on at least one of the first dial plate and the second dial plate so as to display on the wearable equipment. By adopting the method, the diversity of the pushed dial plates can be improved, and the dial plates to be pushed are enriched.

Description

Dial pushing method and device, electronic equipment and computer readable storage medium
Technical Field
The present application relates to the field of computer technologies, and in particular, to a dial pushing method and apparatus, an electronic device, and a computer-readable storage medium.
Background
With the development of mobile technology, many traditional electronic products also start to increase mobile functions, such as watches which can only be used for watching time in the past, and nowadays, they can also be connected to the internet through a smart phone or a home network to display content such as incoming call information, social media chat information, news, weather information, and the like.
In the display interface of equipment such as intelligent wrist-watch or intelligent bracelet, can set up the dial plate. The dial is usually made by a developer through code programming, and the made dial is pushed to a user. However, in the conventional dial pushing method, the style and the color of the pushed dial are fixed, and the pushed dial is single.
Disclosure of Invention
The embodiment of the application provides a dial plate pushing method and device, electronic equipment and a computer readable storage medium, and can improve the diversity of pushed dial plates and enrich the dial plates to be pushed.
A dial push method, comprising:
acquiring an image to be identified;
identifying the image to be identified to obtain identification content;
acquiring a first time element, and fusing the first time element and the identification content to obtain a first type of dial plate;
searching data matched with the identification content from a database, and determining a second type of dial plate based on the search result;
carrying out dial plate pushing based on at least one of the first-class dial plate and the second-class dial plate so as to display on the wearable device.
A dial pushing method is applied to wearable equipment and comprises the following steps:
receiving a target dial plate sent by electronic equipment connected with the wearable equipment;
displaying the target dial in a display interface of the wearable device;
the target dial is selected from each dial to be pushed in a display interface of the electronic equipment by the electronic equipment according to the obtained selection instruction; the dial plate to be pushed is determined from at least one of the first dial plate and the second dial plate;
the first type dial plate is obtained by fusing the acquired first time element and identification content, and the identification content is obtained by identifying the acquired image to be identified;
and the second type dial plate is obtained by searching data matched with the identification content from a database and determining based on the search result.
A dial push device comprising:
the image to be recognized acquisition module is used for acquiring an image to be recognized;
the identification module is used for identifying the image to be identified to obtain identification content;
the first type dial plate acquisition module is used for acquiring a first time element and fusing the first time element and the identification content to obtain a first type dial plate;
the second type dial plate acquisition module is used for searching data matched with the identification content from a database and determining a second type dial plate based on a search result;
and the pushing module is used for carrying out dial plate pushing based on at least one of the first-class dial plate and the second-class dial plate so as to display on the wearable equipment.
The utility model provides a dial plate pusher is applied to wearing equipment, includes:
the receiving module is used for receiving a target dial plate sent by the electronic equipment connected with the wearable equipment;
the display module is used for displaying the target dial in a display interface of the wearable device; the target dial is selected from each dial to be pushed in a display interface of the electronic equipment by the electronic equipment according to the obtained selection instruction; the dial plate to be pushed is determined from the first dial plate and the second dial plate; the first type dial plate is obtained by fusing the acquired first time element and identification content, and the identification content is obtained by identifying the acquired image to be identified; and the second type dial plate is obtained by searching data matched with the identification content from a database and determining based on the search result.
An electronic device comprises a memory and a processor, wherein the memory stores a computer program, and the computer program causes the processor to execute the steps of the watch dial pushing method when executed by the processor.
A wearable device, comprising a memory and a processor, wherein the memory stores a computer program, and when the computer program is executed by the processor, the processor executes the steps of the dial pushing method.
A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the steps of the method as described above.
The dial plate pushing method, the dial plate pushing device, the electronic equipment and the computer readable storage medium obtain an image to be identified; identifying the image to be identified to obtain identification content; acquiring a first time element, and fusing the first time element and the identification content to obtain a first type of dial plate; the data matched with the identification content is searched from the database, the second type of dial plate is determined based on the search result, the first type of dial plate and the second type of dial plate are obtained in two different modes respectively based on the identification content in the image to be identified, and at least one of the first type of dial plate and the second type of dial plate is pushed, so that the diversity of the pushed dial plate can be improved, and the dial plate to be pushed is enriched.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present application, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 is a diagram of an application environment of a dial plate pushing method in one embodiment;
FIG. 2 is a flow chart of a dial push method in one embodiment;
FIG. 3 is a flow diagram that illustrates steps in one embodiment for deriving a pattern dial based on a first time element and a pattern when the identified content includes the pattern;
FIG. 4 is a flow diagram that illustrates steps in one embodiment for searching a second sub-category of dials from a library of dials that match identified content;
fig. 5 is a flowchart of a dial plate pushing method in another embodiment;
fig. 6 is a flowchart of a dial plate pushing method in another embodiment;
FIG. 7 is a flowchart of steps in an embodiment for determining a dial to be pushed that matches color richness from a first type of dial and a second type of dial based on the color richness of an image to be recognized;
fig. 8 is a block diagram of a dial plate pushing device in one embodiment;
fig. 9 is a block diagram showing the structure of a dial plate pushing device in another embodiment;
fig. 10 is a schematic diagram of an internal structure of an electronic device in one embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.
It will be understood that, as used herein, the terms "first," "second," and the like may be used herein to describe various elements, but these elements are not limited by these terms. These terms are only used to distinguish one element from another. For example, a first time element may be referred to as a second time element, and similarly, a second time element may be referred to as a first time element, without departing from the scope of the present application. The first time element and the second time element are both time elements, but they are not the same time element.
Fig. 1 is a schematic application environment diagram of a dial plate pushing method in an embodiment. As shown in fig. 1, the application environment includes a wearable device 102 and an electronic device 104, and the wearable device 102 and the electronic device 104 communicate via a network. The electronic device 104 acquires an image to be recognized; identifying the image to be identified to obtain identification content; acquiring a first time element, and fusing the first time element and the identification content to obtain a first type of dial plate; searching data matched with the identification content from a database, and determining a second type of dial plate based on the search result; carrying out dial plate pushing based on at least one of the first-class dial plate and the second-class dial plate so as to display on the wearable device. Further, the electronic device 104 may select a target dial from the first type of dial and the second type of dial and send the target dial to the wearable device 102. After the wearable device 102 receives the target dial, the target dial can be displayed on a display interface of the wearable device 102. The wearable device 102 may be one of a smart watch, a smart bracelet, and the like. The electronic device may be a personal computer, a notebook computer, a smart phone, a tablet computer, or an independent server or a server cluster formed by a plurality of servers.
Fig. 2 is a flowchart of a dial plate pushing method in an embodiment. As shown in fig. 2, the dial push method includes steps 202 to 212.
Step 202, acquiring an image to be identified.
The image to be recognized may be one of an RGB (Red, Green, Blue) image, a grayscale image, a depth image, and the like.
In one embodiment, the image to be recognized may be captured by a camera. For example, RGB images can be obtained by shooting through a color camera; the gray level image can be obtained by shooting through a black and white camera; the depth image can be obtained by shooting through a depth camera.
In another embodiment, the electronic device starts a screen recognition function, and when a screen capture operation is detected, a screen capture image is obtained by performing screen capture processing on a display interface of the electronic device, wherein the screen capture image is an image to be recognized. The screen capture operation can be double-click screen, long-press screen and the like.
In other embodiments, the image to be recognized may also be obtained from a local storage, or may also be obtained by searching in a network, without being limited thereto.
And 204, identifying the image to be identified to obtain identification content.
The identification content refers to content obtained by identifying the image to be identified. The identification content may be at least one of a pattern, text, color, video, audio, scene, character, and the like.
The dial plate application program in the electronic equipment can perform pattern recognition on the image to be recognized, and the obtained recognition content can be the pattern in the image to be recognized. The electronic device performs text recognition on the image to be recognized, and the obtained recognition content can be a text in the image to be recognized. And performing color identification on the image to be identified, wherein the obtained identification content can be the color in the image to be identified. Wherein, dial plate application can communicate with wearing equipment.
In order to improve the identification efficiency, the electronic device may further identify a central region of the image to be identified to obtain identification content, and use the identification content as the identification content of the image to be identified.
And step 206, acquiring a first time element, and fusing the first time element and the identification content to obtain a first type dial.
The first time element refers to an element including time information. The first time element may include a time scale, hour hand, minute hand, second hand, and the like. The pattern of the first time element is not limited, such as the pattern of the first time element is a cartoon pattern, a landscape pattern, an article pattern, and the like. The time information included in the first time element may be either running or static. For example, the first time element may be a running clock or a map comprising clocks, the clocks in the map being static.
The first type dial refers to a dial obtained by fusing a first time element and identification content. Specifically, the electronic device may perform the superposition processing with the identification content as a background and the first time element as a foreground, so as to generate a first type of dial.
And step 208, searching the data matched with the identification content from the database, and determining the second type dial plate based on the search result.
The second type of dial refers to a dial that matches the identification content, which is searched from the database based on the identification content. The data included in the database can be pictures, dials, texts with various styles and the like, the identification content is respectively matched with the data in the database, data matched with the identification content can be obtained, and then a second type dial is generated based on the matched data.
Specifically, searching data matched with the identification content from a database, and determining a second type dial plate based on the search result comprises the following steps: searching a matching image matched with the identification content from the image library, acquiring a second time element, and fusing the second time element and the matching image to obtain a first sub-dial plate; or searching a second sub-class dial matched with the identification content from the dial library; first subclass dial plate and second subclass dial plate all belong to second class dial plate.
An image library refers to a collection of stored images. Generally, a plurality of images are stored in an image library. The images in the image library may carry labels that characterize the attributes.
For example, image a in the image library carries three labels of landscape, small freshness and brief, and the attribute representing image a has three features of landscape, small freshness and brief. The image B in the image library carries two labels of a person and a smiling face, and the attribute representing the image A has two characteristics of the person and the smiling face.
The matching image refers to an image in the image library that matches the identification content. The second time element refers to an element including time information. The second time element may be the same as or different from the first time element. The first sub-dial refers to a dial obtained by fusing the second time element and the matching image.
The second time element may include a time scale, hour hand, minute hand, second hand, and the like. The pattern of the second time element is not limited, as the pattern of the second time element is a cartoon pattern, a landscape pattern, an article pattern, and the like. The time information included in the second time element may be either running or static. For example, the second time element may be a running clock or a map comprising clocks, the clocks in the map being static.
The electronic equipment matches the features of the identification content with the features of each image in the image library respectively to obtain a matching image matched with the features of the identification content, the matching image is used as a background, the second time element is used as a foreground to perform superposition processing, and a first subclass dial plate is generated.
A dial library refers to a collection of stored dials. In general, a dial library stores a plurality of dials. The dials in the dial library carry labels that characterize the attributes.
For example, dial a in the dial library carries two labels of freshness and simplicity, and the attribute representing dial a has three characteristics of freshness and simplicity. The dial B in the dial library carries three labels of a person, a smiling face and a running, and the attribute representing the dial A has three characteristics of the person, the smiling face and the running.
The second sub-category of dials refers to dials in the dial library that match the identified content. And the electronic equipment respectively matches the characteristics of the identification content with the characteristics of each dial plate in the dial plate library, and acquires the dial plate matched with the characteristics of the identification content as a second sub-dial plate.
And step 210, carrying out dial plate pushing based on at least one of the first-class dial plate and the second-class dial plate so as to display on the wearable device.
After the electronic equipment acquires the first-type dial plate and the second-type dial plate, at least one of the first-type dial plate and the second-type dial plate is pushed to a user, namely, at least one of the first-type dial plate and the second-type dial plate is displayed in a display interface of the electronic equipment.
The dial plate pushing method is used for acquiring an image to be identified; identifying the image to be identified to obtain identification content; acquiring a first time element, and fusing the first time element and the identification content to obtain a first type of dial plate; the data matched with the identification content is searched from the database, the second type of dial plate is determined based on the search result, the first type of dial plate and the second type of dial plate are obtained in two different modes respectively based on the identification content in the image to be identified, and at least one of the first type of dial plate and the second type of dial plate is pushed, so that the diversity of the pushed dial plate can be improved, and the dial plate to be pushed is enriched.
In one embodiment, acquiring an image to be recognized includes: acquiring an original image determined by a user; determining a region of interest from the original image; and generating an image to be identified based on the region of interest.
The original image refers to an image determined by a user. The original image may be an image input by a user, an image obtained by a user by capturing a screen of a display interface of the electronic device, or an image selected by the user from a network, but is not limited thereto.
For example, after the captured image to be recognized is acquired, the region of interest is selected by dragging, enlarging, or reducing the selection box.
The region of interest refers to a region in the original image that represents a user's interest. In one embodiment, the electronic device acquires a selected area in the original image of the user, and takes the selected area as the area of interest. In another embodiment, the electronic device may also use a central region in the original image as the region of interest. In other embodiments, the electronic device may further perform subject detection on the original image, and use the detected subject region as the region of interest. After the electronic equipment acquires the region of interest, the region of interest is used as a new image to obtain an image to be identified.
In the embodiment, an original image determined by a user is acquired; determining a region of interest from the original image; the image to be identified is generated based on the region of interest, and the electronic device can identify only a partial region, namely the region of interest, in the original image, so that the identification of the whole original image is avoided, and the efficiency of image identification can be improved. And moreover, an interested region is determined from the original image, and the dial plate is obtained based on the interested region and pushed to the user, so that the relevance between the dial plate and the user can be enhanced, and the dial plate which is more popular with the user is generated.
In one embodiment, determining a region of interest from an original image comprises: dividing an original image to obtain each subregion; for each sub-region, determining each pixel point pair with a distance difference value within a preset range from the sub-region; acquiring the color value of each pixel point included in each pixel point pair; performing difference processing on color values of pixel points included in each pixel point pair to determine a color difference value of each pixel point pair; the region of interest is determined from the respective sub-regions based on the color difference value of each pixel point pair in the respective sub-regions.
The sub-region refers to a region into which the original image is divided. The pixel point pair refers to a pair of pixel points, namely two pixel points are included. The color value of a pixel refers to a numerical value representing the color of the pixel.
Determining each pixel point pair with a distance difference value within a preset range from the sub-region, namely, determining that the difference between the positions of two pixels included in a pixel point pair is within the preset range, wherein the two pixels included in the pixel point pair can be two pixels with adjacent positions or similar positions.
The larger the color difference value of the pixel point pair is, the larger the color change between two pixel points included in the pixel point pair is, and the larger the color change of the pixel point pair is, the higher the color diversity of the sub-region including the pixel point pair is, and the higher the possibility that the sub-region is the region of interest of the user is.
In this embodiment, based on the color difference value of each pixel point pair in the sub-region, a more accurate region of interest can be determined.
In one embodiment, determining the region of interest from the respective sub-regions based on the color difference value of each pixel point pair in the respective sub-regions comprises: acquiring color difference values of all pixel point pairs in the sub-region, and determining the total color difference value of the sub-region; and determining the sub-area with the total color difference value larger than the difference threshold value from the sub-areas as the region of interest.
The larger the total color difference of the sub-region is, the larger the color difference between each pixel point pair in the sub-region is, the higher the color diversity in the sub-region is, the more content information is included in the sub-region, and the more possibility that the sub-region is the region of interest of the user is.
The number of sub-regions where the total color difference is greater than the difference threshold may be one or at least two. When the number of the sub-regions having the total color difference value larger than the difference threshold is one, the sub-region having the total color difference value larger than the difference threshold is used as the region of interest. And when the number of the sub-regions with the total color difference value larger than the difference threshold value is at least two, superposing the sub-regions with the total color difference value larger than the difference threshold value to obtain the region of interest.
In the embodiment, the color difference values of all pixel point pairs in the sub-region are obtained, and the total color difference value of the sub-region is determined; a more accurate region of interest may be determined from sub-regions having a total difference in color greater than a difference threshold from the respective sub-regions.
In another embodiment, the electronic device may further use a sub-region with the largest total color difference value as the region of interest.
In another embodiment, determining a region of interest from an original image comprises: acquiring a preset window; moving a preset window on the original image to obtain an area image in the preset window; for each regional image, determining each pixel point pair with the distance difference value within a preset range from the regional image; acquiring the color value of each pixel point included in each pixel point pair; performing difference processing on color values of pixel points included in each pixel point pair to determine a color difference value of each pixel point pair; and determining a total color difference value of the area images based on the color difference value of each pixel point pair, and determining sub-areas with the total color difference value larger than a difference threshold value from the respective area images as the region of interest.
The preset window is a window for acquiring an area image from an original image. The preset window may be set in advance by the user. The region image is an image in a preset window. The pixel point pair refers to a pair of pixel points, namely two pixel points are included. The color value of a pixel refers to a numerical value representing the color of the pixel.
The electronic device can move the preset window on the original image according to a preset rule. The preset rule may be set in advance as needed. For example, the preset rule may be that the preset window moves once every 1 pixel point from left to right and from top to bottom on the original image; the preset rule can also be that the preset window moves once every 10 pixel points from left to right and from top to bottom on the original image; the preset rule may also be that the preset window moves once every 10 pixels from top to bottom and from left to right on the original image, but is not limited thereto. And after the preset window moves once, acquiring an area image in the preset window.
Each pixel point pair of which the distance difference value is within the preset range is determined from the regional image, namely the difference between the positions of two pixels included in the pixel point pair is within the preset range, and the two pixels included in the pixel point pair can be two pixels with adjacent positions or similar positions.
The larger the color difference value of the pixel point pair is, the larger the color change between two pixel points included in the pixel point pair is, and the larger the color change of the pixel point pair is, the higher the color diversity of the area image including the pixel point pair is, and the possibility that the area image is the region of interest of the user is higher.
The greater the total difference in color of the area image, the greater the difference in color between each pixel point pair in the area image, the higher the color diversity in the area image, which includes more content information and is more likely to be the region of interest of the user.
The number of the area images having the total color difference value larger than the difference threshold value may be one or at least two. When the number of the area images of which the total color difference is greater than the difference threshold is one, the area image of which the total color difference is greater than the difference threshold is taken as the region of interest. And when the number of the area images with the total color difference value larger than the difference threshold value is at least two, overlapping the area images with the total color difference value larger than the difference threshold value to obtain the region of interest.
In this embodiment, the color difference values of all pixel point pairs in the area image are obtained, and the total color difference value of the area image is determined; from the respective region images, the region image in which the total color difference is larger than the difference threshold value can determine a more accurate region of interest.
In another embodiment, the electronic device may further use an image of a region with the largest total color difference value as the region of interest.
In another embodiment, determining a region of interest from an original image comprises: taking an original image as a dividing object, and dividing the dividing object to obtain at least two sub-objects; for each sub-object, determining each pixel point pair with the distance difference value within a preset range from the sub-object; acquiring the color value of each pixel point included in each pixel point pair; performing difference processing on color values of pixel points included in each pixel point pair to determine a color difference value of each pixel point pair; determining a total color difference value of the sub-objects based on the color difference value of each pixel point pair; and acquiring the sub-objects with the color total difference values larger than the difference value threshold value from each sub-object as new divided objects, returning to execute the step of dividing the divided objects to obtain at least two sub-objects until the dividing times reach the time threshold value, and acquiring the sub-objects with the color total difference values larger than the difference value threshold value from each sub-object obtained by the last division as the region of interest.
The sub-object refers to an object obtained by dividing the divided object. The pixel point pair refers to a pair of pixel points, namely two pixel points are included. The color value of a pixel refers to a numerical value representing the color of the pixel.
Each pixel point pair with the distance difference value within the preset range is determined from the sub-object, namely the difference between the positions of two pixels included in the pixel point pair is within the preset range, and the two pixels included in the pixel point pair can be two pixels with adjacent positions or similar positions.
The larger the color difference value of the pixel point pair is, the larger the color change between two pixel points included in the pixel point pair is, and the larger the color change of the pixel point pair is, the higher the color diversity of the sub-object including the pixel point pair is, and the possibility that the sub-object is the region of interest of the user is higher.
The larger the total color difference of the sub-object is, the larger the color difference between each pixel point pair in the sub-object is, the higher the color diversity in the sub-object is, and the sub-object includes more content information and is more likely to be a region of interest of a user.
The number of sub-objects having a total color difference value greater than the difference threshold may be one or at least two. When the number of the sub-objects with the total color difference value larger than the difference threshold is one, the sub-object with the total color difference value larger than the difference threshold is used as the region of interest. And when the number of the sub-objects with the total color difference value larger than the difference threshold value is at least two, overlapping the sub-objects with the total color difference value larger than the difference threshold value to obtain the region of interest.
In this embodiment, the sub-objects with the total color difference larger than the difference threshold are obtained from the sub-objects obtained by the last division, the color diversity of the sub-objects is higher, and more content information is included, and the sub-objects are determined as the regions of interest, so that the accuracy of the determined regions of interest can be improved. In one embodiment, the identification content includes at least one of text and a pattern. The first time element and the identification content are fused to obtain a first type of dial plate, and the method comprises the following steps: when the identification content comprises a text, fusing the first time element and the text to obtain a text dial plate; when the identification content comprises a pattern, obtaining a pattern dial plate based on the first time element and the pattern; both text and pattern dials belong to a first category of dials.
The text dial refers to a dial obtained by fusing the first time element and the text. The pattern dial refers to a dial obtained by fusing the first time element and the pattern.
And when the identification content comprises the text, fusing the first time element and the text to obtain a text dial. For example, the identification content includes a text, the text is four words of "smart band", the four words are used as a background, the first time element is used as a foreground, and then the four words are subjected to superposition processing to obtain a text dial. Further, the electronic device may process the words in the text, such as randomly generating artistic words in a word style, or determine the size and position of the words by using different layout templates according to the number of words in the words. The color of the first time element and the color of the text may be set by a user, or may be randomly selected, but not limited thereto.
And when the identification content comprises the pattern, fusing the first time element and the pattern to obtain a pattern dial. For example, if the identification content includes a pattern, and the pattern is a "pet dog", the pattern of the "pet dog" is used as a background, the first time element is used as a foreground, and then the pattern dial is obtained by performing superposition processing.
In this embodiment, when the identification content includes a text, the first time element and the text are fused to obtain a text dial; when the identification content includes a pattern, a pattern dial is obtained based on the first time element and the pattern, and a more diversified dial can be provided.
In one embodiment, as shown in fig. 3, when the identification content includes a pattern, deriving a pattern dial based on the first time element and the pattern, including:
step 302, when the identification content includes a pattern, detecting a resolution of the pattern.
The resolution of the pattern refers to the precision of the pattern. The higher the resolution of the pattern, the more precise and sharp the pattern, and the higher the quality of the pattern.
And 304, when the resolution is greater than or equal to the resolution threshold, fusing the first time element and the pattern to obtain a pattern dial.
When the resolution of the pattern is greater than or equal to the resolution threshold, the pattern is clear, the quality is high, and therefore the first time element and the pattern can be directly fused to obtain the pattern dial.
Further, when the resolution is greater than or equal to the resolution threshold, a noise reduction algorithm can be adopted to perform noise reduction on the pattern to obtain a pattern with lower noise, and then the first time element and the noise-reduced pattern are fused to obtain the pattern dial.
And step 306, when the resolution is smaller than the resolution threshold, determining a target color from the pattern, and fusing the first time element and the target color to obtain a pattern dial.
The target color refers to the color determined from the pattern for fusion to the pattern dial.
And when the resolution is smaller than the resolution threshold, the resolution of the pattern is low, the pattern is fuzzy, and the quality is not high, so that the target color is determined from the pattern, and the first time element and the target color are fused to obtain the pattern dial.
In one embodiment, the electronic device may randomly select at least one color from the pattern as the target color when the resolution is less than the resolution threshold. In another embodiment, the electronic device may select a user-determined color from the pattern as the target color when the resolution is less than the resolution threshold.
In this embodiment, the resolution of the pattern is detected, and when the resolution is greater than or equal to the resolution threshold, the first time element and the pattern are fused to obtain a pattern dial with higher resolution and clearer resolution; when the resolution ratio is smaller than the resolution ratio threshold value, determining a target color from the pattern, and fusing the first time element and the target color to obtain a pattern dial; based on the different resolution ratios of pattern, adopt different modes to generate different pattern dials, improved the variety of pattern dial, richened and waited to push the dial.
In one embodiment, when the resolution is less than the resolution threshold, determining a target color from the pattern, and fusing the first time element and the target color to obtain a pattern dial, includes: determining at least two target colors from the pattern when the resolution is less than the resolution threshold; the proportion of the target color in the pattern is larger than a proportion threshold value; and generating a background image based on at least two target colors, and fusing the first time element and the background image to obtain the pattern dial.
The proportion of the area occupied by the target color in the pattern is larger than the proportion threshold value, which indicates that the proportion of the area occupied by the target color in the pattern is larger. The electronic device takes the color with the proportion of the area occupied in the pattern larger than the proportion threshold value as the target color, and the target color can more accurately represent the attribute of the pattern, for example, black represents that the pattern belongs to a cold color system, and red represents that the pattern has the attribute of being enthusiastic.
The background map refers to an image in a background hierarchy. Accordingly, the first temporal element is in the foreground hierarchy.
Further, the electronic device performs gradient processing on at least two target colors to obtain a gradient background image, and then performs superposition processing on the first time element and the gradient background image to obtain the pattern dial.
In this embodiment, the electronic device determines, as the target color, a color in which the proportion of the area occupied in the pattern is greater than the proportion threshold, where the target color may represent an attribute of the pattern, generates a background map based on at least two target colors, and then fuses the first time element and the background map, so as to obtain a more accurate pattern dial, where the background map in the pattern dial includes the main color of the pattern in the image to be recognized.
In one embodiment, as shown in fig. 4, searching the second sub-category of dials from the dial library that match the identified content includes:
step 402, respectively obtaining preview images of each candidate dial in the dial library.
The preview image may be one of an RGB (Red, Green, Blue) image, a grayscale image, a depth image, and the like. The candidate dials refer to dials in a dial library. The preview image of the candidate dial may be an image of the entire candidate dial being previewed or an image of the background of the candidate dial.
And step 404, matching the identification content with each preview image respectively to obtain the matching degree of the identification content with each candidate dial plate respectively.
The degree of matching refers to the degree of matching. The higher the matching degree between the recognition content and the candidate dial plate is, and the closer the characteristics between the recognition content and the candidate dial plate are. The identification content may be text, patterns, etc.
The electronic equipment extracts the features of the preview images to obtain the features of the preview images; and acquiring the characteristics of the identified content, respectively matching the characteristics of the identified content with the characteristics of each preview image to obtain the matching degree between the identified content and the preview image, and taking the matching degree between the identified content and the preview image as the matching degree between the identified content candidate dials.
And when the identification content is a text, performing semantic analysis on the text to obtain the characteristics of the text, matching the characteristics of the text with the characteristics of each preview image to obtain the matching degree between the text and the preview image, and taking the matching degree as the matching degree between the identification content and the candidate dial plate.
And when the identification content is a pattern, performing feature extraction on the pattern to obtain the features of the pattern, matching the features of the pattern with the features of each preview image respectively to obtain the matching degree between the pattern and the preview image, and taking the matching degree as the matching degree between the identification content and the candidate dial plate.
And 406, acquiring the candidate dials with the matching degrees higher than the matching degree threshold value as second subclasses of dials based on the matching degrees of the identification contents and the candidate dials respectively.
The threshold value of the matching degree can be set according to the needs of the user.
In the embodiment, preview images of each candidate dial in the dial library are respectively obtained; matching the identification content with each preview image respectively to obtain the matching degree of the identification content with each candidate dial plate respectively; and acquiring the candidate dials with the matching degrees higher than the matching degree threshold value as second sub-dials based on the matching degrees of the identification contents and the candidate dials respectively, and enabling the acquired second sub-dials to be more matched with the image to be identified.
In another embodiment, the electronic device may further obtain a preset number of candidate dials with the highest matching degree as the second sub-category dials.
In one embodiment, performing dial push based on at least one of the first type of dial and the second type of dial comprises: responding to at least one of the first-class dial plate and the second-class dial plate to be subjected to selected triggering operation, taking the dial plate selected by the triggering operation as a target dial plate, and sending the target dial plate to the wearable device so that the wearable device can display the target dial plate on a display interface of the wearable device.
The trigger operation may be a click, slide, long press, voice trigger, etc. The target dial plate refers to the selected dial plate and is used for being displayed in a display interface of the wearable device. Wearing equipment such as intelligent bracelet, smart watch.
When a user carries out selected triggering operation on at least one of the first-class dial plate and the second-class dial plate displayed in the display interface of the electronic equipment, the dial plate selected by the triggering operation is used as a target dial plate, and the target dial plate is sent to the wearable equipment.
Furthermore, in order to save processing resources, the electronic device can compress the target dial to obtain a resource compression packet, and then send the resource compression packet to the wearable device.
After the wearable device receives the target dial, the target dial is displayed in the display interface. The complex steps of data processing and fusion in the dial plate generation process to obtain the dial plate and the like are executed in the electronic equipment, and the wearable equipment only needs to obtain the target dial plate for displaying, so that the operating pressure of the wearable equipment is reduced, and other functions of the wearable equipment can be better realized.
A set of ColoroS Watch engine can be built in the wearable device, and the resource compression package on the memory of the wearable device can be directly analyzed and rendered through the ColoroS Watch engine. The parsing is performed based on a set of grammar description rules customized by the xml file. The wearable device acquires a resource compression package of the dial plate from the memory, the ColoroS Watch engine can read materials such as the xml file and picture resources needed to be used from the resource compression package, the effect of the dial plate is described in the xml file according to a designed grammar rule, for example, which pictures or characters need to be displayed, how display positions and animation rules need to be displayed, and the xml file is analyzed based on the rule in the xml file, so that the actual display content of the dial plate is rendered.
In one embodiment, as shown in FIG. 5, the electronic device performs step 502 to obtain an original image. The original image may be an image obtained by capturing a screen of the electronic device. Step 504 is executed to determine the region of interest from the original image, and obtain the image to be identified. The region of interest may be a region selected by a user from the original image.
The electronic device executes step 506 to obtain a first time element, and fuses the first time element and the identification content to obtain a first type of dial. The electronic device executes step 508, searches for a matching image matching the identification content from the image library, obtains a second time element, and fuses the second time element and the matching image to obtain a first sub-dial. The electronic device executes 510 to search for a second type of dial from the dial library that matches the identified content.
The electronic device executes step 512 to select a target dial from the first category of dials, the first sub-category of dials, and the second category of dials. The electronic device performs step 514 to convert the target dial into a resource compression packet. The electronic device executes step 516 to send the resource compression packet to the wearable device. The wearable performs step 516, and the wearable device parses and renders the resource compression packet.
In one embodiment, the method further comprises: respectively acquiring a first specific gravity of a first type of dial plate and a second specific gravity of a second type of dial plate; the first proportion and the second proportion are obtained by updating according to a statistical result, and the statistical result is obtained by counting the condition that the dial used in the preset time belongs to the first type of dial or the second type of dial; determining a first quantity based on the first specific gravity and a second quantity based on the second specific gravity; obtain first time element, fuse first time element and discernment content and obtain first type dial plate, include: acquiring a first time element, and fusing the first time element and the identification content to obtain a first number of first type dials; searching a second type dial plate matched with the identification content from a database based on the identification content, wherein the second type dial plate comprises: and searching the database based on the identification content to obtain a second number of second-class dials matched with the identification content.
The first proportion refers to the proportion of the number of the generated first-type dials in all the generated dials. The second specific gravity refers to the specific gravity of the number of the generated second-type dials in all the generated dials.
The electronic equipment obtains the total number, multiplies the first proportion by the total number to obtain a first number, and multiplies the second proportion by the total number to obtain a second number. The total number can be set by default, and can also be set according to the needs of the user.
Further, respectively acquiring a first specific gravity of the first type of dial plate, a first sub specific gravity of the first sub type of dial plate and a second sub specific gravity of the second sub type of dial plate; determining a first number based on the first specific gravity, a first sub-number based on the first sub-specific gravity, and a second sub-number based on the second sub-specific gravity; obtain first time element, fuse first time element and discernment content and obtain first type dial plate, include: acquiring a first time element, and fusing the first time element and the identification content to obtain a first number of first type dials; and fusing the second time element and the matched image to obtain a first sub-dial plate, wherein the method comprises the following steps: fusing the second time elements and the matched images to obtain a first sub-class dial plate with a first sub-quantity; searching a second subclass dial plate matched with the identification content from the dial plate library based on the identification content, wherein the second subclass dial plate comprises: and searching a second sub-category dial plate with a second sub-number matched with the identification content from the dial plate library based on the identification content.
The first sub-specific gravity refers to the specific gravity of the number of the generated first sub-category dials in all the generated dials. The second sub-specific gravity refers to the specific gravity of the number of generated second sub-category dials in all the generated dials.
The first sub-number refers to the number of the generated first sub-category dials. The second sub-number refers to the number of the generated second sub-category dials.
The electronic equipment obtains the total number, multiplies the first specific gravity and the total number to obtain a first number, multiplies the first sub-specific gravity and the total number to obtain a first sub-number, and multiplies the second sub-specific gravity and the total number to obtain a second sub-number. The total number can be set by default, and can also be set according to the needs of the user.
In one embodiment, after performing dial push based on at least one of the first type dial and the second type dial, the method further comprises: counting the condition that the selected dial plate belongs to the first type dial plate or the second type dial plate within the preset time to obtain a statistical result; updating the first specific gravity and the second specific gravity according to the statistical result; determining an updated first number based on the updated first proportion and an updated second number based on the updated second proportion; when a dial plate recommendation request is received, respectively generating a new first-type dial plate and a new second-type dial plate based on the updated first specific gravity and the updated second specific gravity; and carrying out dial pushing on at least one of the new first-type dial and the new second-type dial.
The electronic equipment counts the condition that the selected dial plate belongs to the first type dial plate or the second type dial plate within the preset time, namely, whether the selected dial plate belongs to the first type dial plate or the second type dial plate is counted to obtain a counting result.
And determining the dial plate of the same type which is selected most times from the statistical result, improving the specific gravity corresponding to the dial plate of the same type, and reducing the specific gravity of the other two dial plates. For example, in the statistical result, the number of times that the user selects the first type of dial plate is the largest, which indicates that the user likes to obtain the target dial plate from the first type of dial plate, and the first type of dial plate better conforms to the user's taste, the first specific gravity of the first type of dial plate is increased to obtain the updated first specific gravity, and the second specific gravity is reduced to obtain the updated first specific gravity and the updated second specific gravity.
Therefore, the updated first number determined by the updated first ratio is larger, more new first-class dials can be obtained based on the updated first ratio, and more dials which accord with the user preference can be pushed to the user.
Further, counting the condition that the selected dial plate belongs to the first-class dial plate, the first-subclass dial plate or the second-subclass dial plate within the preset time to obtain a counting result; updating the first specific gravity, the first sub-specific gravity and the second sub-specific gravity according to the statistical result; determining an updated first number based on the updated first specific gravity, determining an updated first sub-number based on the updated first sub-specific gravity, and determining an updated second sub-number based on the updated second sub-specific gravity; when a dial plate pushing request is received, respectively generating a new first-class dial plate, a new first-subclass dial plate and a new second-subclass dial plate based on the updated first specific gravity, the updated first-subclass specific gravity and the updated second-subclass specific gravity; and pushing at least one of the new first-class dial plate, the new first-subclass dial plate and the new second-subclass dial plate.
The electronic equipment counts the condition that the selected dial plate belongs to the first-class dial plate, the first-subclass dial plate or the second-subclass dial plate within the preset time, namely counts whether the selected dial plate belongs to the first-class dial plate, the first-subclass dial plate or the second-subclass dial plate, and obtains a statistical result.
And determining the dial plate of the same type which is selected most times from the statistical result, improving the specific gravity corresponding to the dial plate of the same type, and reducing the specific gravity of the other two dial plates. For example, in the statistical result, the number of times that the user selects the second sub-dial is the largest, which indicates that the user prefers to obtain the target dial from the second sub-dial, and the second sub-dial better conforms to the preference of the user, the second sub-specific gravity of the second sub-dial is increased, the updated second sub-specific gravity is obtained, the first specific gravity and the first sub-specific gravity are reduced, and the updated first specific gravity and the updated first sub-specific gravity are obtained.
Therefore, the updated second sub-proportion determined by the updated second sub-proportion is larger in updated second sub-quantity, more new second sub-class dials can be obtained based on the updated second sub-proportion, and therefore the dials more conforming to the user preference can be pushed to the user.
In one embodiment, as shown in fig. 6, the identification content further includes colors present in the image to be identified; carry out dial plate propelling movement based on at least one in first kind dial plate and second kind dial plate, include:
step 602, acquiring the color existing in the image to be identified from the identification content.
The electronic equipment acquires an image to be identified; and identifying the image to be identified to obtain identification content, and acquiring the color in the image to be identified from the identification content.
Step 604, determining the color richness of the image to be recognized based on the colors existing in the image to be recognized.
Color richness refers to the richness of a color. The more colors in the image to be recognized, the higher the color richness is; the less colors in the image to be recognized, the lower the color richness.
And 606, determining the dial plate to be pushed matched with the color richness from the first type of dial plate and the second type of dial plate based on the color richness of the image to be recognized, and pushing the dial plate to be pushed.
It is understood that the first type of dial is obtained by fusing the first time element and the identification content, and is generally a dial belonging to the reduced type. The second type of dial plate is obtained by searching from the database, the searching range from the database is large, and richer dial plates can be obtained.
Therefore, based on the color richness of the image to be recognized, the dial plate to be pushed which is matched with the color richness of the image to be recognized is determined, and the dial plate to be pushed is pushed.
Further, the method further comprises: determining a color type based on colors present in the image to be recognized; confirm from first kind of dial plate and second kind of dial plate with the push dial plate of waiting of colour richness assorted, include: and determining the dial plate to be pushed, which is matched with the color richness and is matched with the color type, from the first type dial plate and the second type dial plate.
The color type refers to a type of color, for example, a light color indicates that the color type is fresh, and a dark color indicates that the color type is heavy. And generating a dial plate to be pushed, which is matched with the color richness and is matched with the color type, by adopting a target strategy, wherein the generated dial plate to be pushed is more matched with the image to be recognized.
Distinguishing picture types according to the mapping table of color richness and picture types, such as light color corresponding to freshness, shade color corresponding to heavy, and the like
In one embodiment, as shown in fig. 7, determining a dial to be pushed which matches with the color richness from the first type of dial and the second type of dial based on the color richness of the image to be recognized includes:
and step 702, when the color richness of the image to be recognized is less than or equal to a first richness threshold value, determining the first type of dial plate as the dial plate to be pushed, which is matched with the color richness.
And when the color richness of the image to be recognized is less than or equal to the first richness threshold value, the image to be recognized is represented as an image of a brief type, and the first dial plate of the brief type is determined as the dial plate to be pushed matched with the color richness.
And step 704, when the color richness of the image to be recognized is greater than the first richness threshold value, determining the second type dial as the dial to be pushed matched with the color richness.
When the color richness of the image to be recognized is larger than the first richness threshold value, the color richness of the image to be recognized is high, and the second type dial with more styles can be determined as the dial to be pushed matched with the color richness.
Further, when the color richness of the image to be recognized is greater than the first richness threshold, determining the second type dial as the dial to be pushed matched with the color richness, including: when the color richness of the image to be recognized is larger than a first richness threshold value and smaller than a second richness threshold value, determining a first subclass dial plate as a dial plate to be pushed, wherein the first subclass dial plate is matched with the color richness; and when the color richness of the image to be recognized is greater than or equal to the second richness threshold value, the second sub-class dial plate is used. Wherein the first richness threshold is less than the second richness threshold; first subclass dial plate and second subclass dial plate all belong to second class dial plate.
When the color richness of the image to be recognized is larger than the first richness threshold value and smaller than the second richness threshold value, the color richness of the image to be recognized is represented to be medium, and the first sub-class dial plates with more styles can be determined to be the dial plates to be pushed, which are matched with the color richness.
And when the color richness of the image to be recognized is greater than or equal to the second richness threshold value, the fact that the colors in the image to be recognized are more is shown, the image to be recognized belongs to an exquisite type image, and the second sub-dial with more styles and more exquisite is determined to be the dial to be pushed matched with the color richness.
In this embodiment, based on the color richness of the image to be recognized, different strategies may be adopted to generate different types of dials to be pushed to the user, and the pushed dials better conform to the type of the image to be recognized.
In another embodiment, a dial plate pushing method is provided, which is applied to a wearable device, and includes: receiving a target dial plate sent by electronic equipment connected with the wearable equipment; displaying a target dial in a display interface of the wearable device; the target dial is selected from each dial to be pushed in a display interface of the electronic equipment by the electronic equipment according to the obtained selection instruction; the dial plate to be pushed is determined from at least one of the first dial plate and the second dial plate; the first type dial plate is obtained by fusing the acquired first time element and identification content, and the identification content is obtained by identifying the acquired image to be identified; the second type dial plate is obtained by searching data matched with the identification content from a database and determining based on the search result.
The target dial plate refers to a dial plate selected from the first type dial plate and the second type dial plate by the electronic equipment and is used for being displayed in a display interface of the wearable equipment.
Wearing equipment such as intelligent bracelet, smart watch. The complex steps of data processing and fusion in the dial plate generation process to obtain the dial plate and the like are executed in the electronic equipment, and the wearable equipment only needs to obtain the target dial plate for displaying, so that the operating pressure of the wearable equipment is reduced, and other functions of the wearable equipment can be better realized.
It should be understood that, although the steps in the flowcharts of fig. 2 to 7 are shown in sequence as indicated by the arrows, the steps are not necessarily performed in sequence as indicated by the arrows. The steps are not performed in the exact order shown and described, and may be performed in other orders, unless explicitly stated otherwise. Moreover, at least some of the steps in fig. 2-7 may include multiple sub-steps or multiple stages that are not necessarily performed at the same time, but may be performed at different times, and the order of performing the sub-steps or stages is not necessarily sequential, but may be performed in turn or alternately with other steps or at least some of the sub-steps or stages of other steps.
Fig. 8 is a block diagram showing the structure of the dial plate pushing device according to the embodiment. As shown in fig. 8, there is provided a dial push device 800 including: the image to be recognized comprises an image obtaining module 802, a recognition module 804, a first-class dial plate obtaining module 806, a second-class dial plate obtaining module 808 and a pushing module 810, wherein:
and an image to be recognized acquiring module 802, configured to acquire an image to be recognized.
The identifying module 804 is configured to identify the image to be identified to obtain an identification content.
The first-class dial plate obtaining module 806 is configured to obtain the first time element, and fuse the first time element and the identification content to obtain a first-class dial plate.
And a second type dial plate obtaining module 808, configured to search the database for data matching the identified content, and determine a second type dial plate based on the search result.
A pushing module 810 for performing dial plate pushing based on at least one of the first-class dial plate and the second-class dial plate to display on the wearable device.
The dial plate pushing device acquires an image to be identified; identifying the image to be identified to obtain identification content; acquiring a first time element, and fusing the first time element and the identification content to obtain a first type of dial plate; the data matched with the identification content is searched from the database, the second type of dial plate is determined based on the search result, the first type of dial plate and the second type of dial plate are obtained in two different modes respectively based on the identification content in the image to be identified, and at least one of the first type of dial plate and the second type of dial plate is pushed, so that the diversity of the pushed dial plate can be improved, and the dial plate to be pushed is enriched.
In an embodiment, the second-class dial plate obtaining module 808 is further configured to search an image library for a matching image matching the identification content, obtain a second time element, and fuse the second time element and the matching image to obtain a first sub-class dial plate; or searching a second sub-class dial matched with the identification content from the dial library; first subclass dial plate and second subclass dial plate all belong to second class dial plate.
In an embodiment, the image to be recognized acquiring module 802 is further configured to acquire an original image determined by a user; determining a region of interest from the original image; and generating an image to be identified based on the region of interest.
In an embodiment, the image to be identified acquiring module 802 is further configured to divide the original image to obtain each sub-region; for each sub-region, determining each pixel point pair with a distance difference value within a preset range from the sub-region; acquiring the color value of each pixel point included in each pixel point pair; performing difference processing on color values of pixel points included in each pixel point pair to determine a color difference value of each pixel point pair; the region of interest is determined from the respective sub-regions based on the color difference value of each pixel point pair in the respective sub-regions.
In an embodiment, the image to be identified obtaining module 802 is further configured to obtain color difference values of all pixel point pairs in the sub-region, and determine a total color difference value of the sub-region; and determining the sub-area with the total color difference value larger than the difference threshold value from the sub-areas as the region of interest.
In an embodiment, the image to be recognized acquiring module 802 is further configured to acquire a preset window; moving a preset window on the original image to obtain an area image in the preset window; for each regional image, determining each pixel point pair with the distance difference value within a preset range from the regional image; acquiring the color value of each pixel point included in each pixel point pair; performing difference processing on color values of pixel points included in each pixel point pair to determine a color difference value of each pixel point pair; and determining a total color difference value of the area images based on the color difference value of each pixel point pair, and determining sub-areas with the total color difference value larger than a difference threshold value from the respective area images as the region of interest.
In an embodiment, the to-be-identified image obtaining module 802 is further configured to use the original image as a dividing object, and divide the dividing object to obtain at least two sub-objects; for each sub-object, determining each pixel point pair with the distance difference value within a preset range from the sub-object; acquiring the color value of each pixel point included in each pixel point pair; performing difference processing on color values of pixel points included in each pixel point pair to determine a color difference value of each pixel point pair; determining a total color difference value of the sub-objects based on the color difference value of each pixel point pair; and acquiring the sub-objects with the color total difference values larger than the difference value threshold value from each sub-object as new divided objects, returning to execute the step of dividing the divided objects to obtain at least two sub-objects until the dividing times reach the time threshold value, and acquiring the sub-objects with the color total difference values larger than the difference value threshold value from each sub-object obtained by the last division as the region of interest.
In one embodiment, the other content includes at least one of text and a pattern; the first-type dial plate obtaining module 806 is further configured to fuse the first time element and the text to obtain a text dial plate when the identification content includes the text; when the identification content comprises a pattern, obtaining a pattern dial plate based on the first time element and the pattern; both text and pattern dials belong to a first category of dials.
In one embodiment, the first-type dial plate obtaining module 806 is further configured to detect a resolution of the pattern when the identification content includes the pattern; when the resolution is larger than or equal to the resolution threshold, fusing the first time element and the pattern to obtain a pattern dial; and when the resolution ratio is smaller than the resolution ratio threshold value, determining a target color from the pattern, and fusing the first time element and the target color to obtain the pattern dial.
In one embodiment, the first-type dial acquisition module 806 is further configured to determine at least two target colors from the pattern when the resolution is smaller than the resolution threshold; the proportion of the target color in the pattern is larger than a proportion threshold value; and generating a background image based on at least two target colors, and fusing the first time element and the background image to obtain the pattern dial.
In an embodiment, the second-type dial plate obtaining module 808 is further configured to obtain preview images of each candidate dial plate in the dial plate library respectively; matching the identification content with each preview image respectively to obtain the matching degree of the identification content with each candidate dial plate respectively; and acquiring the candidate dials with the matching degrees higher than the matching degree threshold value as second subclasses of dials based on the matching degrees of the identification contents and the candidate dials respectively.
In one embodiment, the pushing module 810 is further configured to respond to the selected triggering operation performed on the first type of dial and the second type of dial, use the dial selected by the triggering operation as a target dial, and send the target dial to the wearable device, so that the wearable device displays the target dial in a display interface of the wearable device.
In one embodiment, the dial plate pushing device further includes a specific gravity obtaining module, configured to obtain a first specific gravity of the first type of dial plate and a second specific gravity of the second type of dial plate respectively; the first proportion and the second proportion are obtained by updating according to a statistical result, and the statistical result is obtained by counting the condition that the dial used in the preset time belongs to the first type of dial or the second type of dial; determining a first quantity based on the first specific gravity and a second quantity based on the second specific gravity; the first-type dial plate obtaining module 806 is further configured to obtain a first time element, and fuse the first time element and the identification content to obtain a first number of first-type dial plates; the second-type dial obtaining module 808 is further configured to search the database for a second number of second-type dials matched with the identification content based on the identification content.
In one embodiment, the dial plate pushing device further includes an updating module, configured to count a condition that the selected dial plate belongs to the first type dial plate or the second type dial plate within a preset time to obtain a statistical result; updating the first specific gravity and the second specific gravity according to the statistical result; determining an updated first number based on the updated first proportion and an updated second number based on the updated second proportion; when a dial plate pushing request is received, respectively generating a new first-type dial plate and a new second-type dial plate based on the updated first specific gravity and the updated second specific gravity; and carrying out dial pushing on at least one of the new first-type dial and the new second-type dial.
In one embodiment, the identification content further comprises colors present in the image to be identified; the pushing module 810 is further configured to obtain colors existing in the image to be recognized from the recognition content; determining the color richness of the image to be recognized based on the colors existing in the image to be recognized; and determining the dial plate to be pushed matched with the color richness from the first type of dial plate and the second type of dial plate based on the color richness of the image to be recognized, and pushing the dial plate to be pushed.
In one embodiment, the pushing module 810 is further configured to determine the first type of dial as the dial to be pushed matching the color richness when the color richness of the image to be recognized is less than or equal to a first richness threshold; and when the color richness of the image to be recognized is greater than the first richness threshold value, determining the second type dial as the dial to be pushed matched with the color richness.
Fig. 9 is a block diagram showing the structure of a dial push device according to another embodiment. As shown in fig. 9, there is provided a dial push device 900 including: a receiving module 902 and a presentation module 904, wherein:
the receiving module 902 is configured to receive a target dial sent by an electronic device connected to the wearable device.
The display module 904 is configured to display the target dial in a display interface of the wearable device; the target dial is selected from each dial to be pushed in a display interface of the electronic equipment by the electronic equipment according to the obtained selection instruction; the dial plate to be pushed is determined from the first dial plate and the second dial plate; the first type dial plate is obtained by fusing the acquired first time element and identification content, and the identification content is obtained by identifying the acquired image to be identified; the second type dial plate is obtained by searching data matched with the identification content from a database and determining based on the search result.
Above-mentioned dial plate pusher, the target dial plate of receipt are that electronic equipment selects from each treats the propelling movement dial plate, and treat that the propelling movement dial plate adopts three kinds of different modes to obtain again, can improve the variety of dial plate, has richened and has treated the propelling movement dial plate. And complicated steps such as data processing and fusion in the dial plate generation process are executed in the electronic equipment, and the wearable equipment only needs to acquire a target dial plate for displaying, so that the operating pressure of the wearable equipment is reduced, and other functions of the wearable equipment can be better realized.
The division of each module in the dial plate pushing device is merely used for illustration, and in other embodiments, the dial plate pushing device may be divided into different modules as needed to complete all or part of the functions of the dial plate pushing device.
For specific limitations of the dial pushing device, reference may be made to the above limitations of the dial pushing method, which are not described herein again. All or part of the modules in the dial plate pushing device can be realized by software, hardware and a combination thereof. The modules can be embedded in a hardware form or independent from a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute operations corresponding to the modules.
Fig. 10 is a schematic diagram of an internal structure of an electronic device in one embodiment. As shown in fig. 10, the electronic device includes a processor and a memory connected by a system bus. Wherein, the processor is used for providing calculation and control capability and supporting the operation of the whole electronic equipment. The memory may include a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The computer program can be executed by a processor to implement a dial pushing method provided in the following embodiments. The internal memory provides a cached execution environment for the operating system computer programs in the non-volatile storage medium. The electronic device may be any terminal device such as a mobile phone, a tablet computer, a PDA (Personal Digital Assistant), a Point of Sales (POS), a vehicle-mounted computer, and a wearable device.
The modules in the dial plate pushing device provided in the embodiment of the present application may be implemented in the form of a computer program. The computer program may be run on a terminal or a server. Program modules constituted by such computer programs may be stored on the memory of the electronic device. Which when executed by a processor, performs the steps of the method described in the embodiments of the present application.
The embodiment of the application also provides a computer readable storage medium. One or more non-transitory computer-readable storage media containing computer-executable instructions that, when executed by one or more processors, cause the processors to perform the steps of a dial push method.
A computer program product containing instructions which, when run on a computer, cause the computer to perform a dial-push method.
Any reference to memory, storage, database, or other medium used herein may include non-volatile and/or volatile memory. Non-volatile memory can include read-only memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM), which acts as external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms, such as Static RAM (SRAM), Dynamic RAM (DRAM), Synchronous DRAM (SDRAM), double data rate SDRAM (DDR SDRAM), Enhanced SDRAM (ESDRAM), synchronous Link (Synchlink) DRAM (SLDRAM), Rambus Direct RAM (RDRAM), direct bus dynamic RAM (DRDRAM), and bus dynamic RAM (RDRAM).
The above-mentioned embodiments only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the present application. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.

Claims (20)

1. A dial push method, comprising:
acquiring an image to be identified;
identifying the image to be identified to obtain identification content;
acquiring a first time element, and fusing the first time element and the identification content to obtain a first type of dial plate;
searching data matched with the identification content from a database, and determining a second type of dial plate based on the search result;
carrying out dial plate pushing based on at least one of the first-class dial plate and the second-class dial plate so as to display on the wearable device.
2. The method of claim 1, wherein the database comprises an image library and a dashboard library; the searching for the data matched with the identification content from the database and determining a second type of dial plate based on the searching result comprises the following steps:
searching a matching image matched with the identification content from the image library, acquiring a second time element, and fusing the second time element and the matching image to obtain a first sub-dial plate; and/or
Searching a second sub-class dial matched with the identification content from the dial library; the first sub-class dial plate and the second sub-class dial plate both belong to a second class dial plate.
3. The method of claim 1, wherein the obtaining the image to be identified comprises:
acquiring an original image determined by a user;
determining a region of interest from the original image;
and generating an image to be identified based on the region of interest.
4. The method of claim 3, wherein determining a region of interest from the original image comprises:
dividing the original image to obtain each subarea;
for each sub-region, determining each pixel point pair with a distance difference value within a preset range from the sub-region;
acquiring the color value of each pixel point included in each pixel point pair;
performing difference processing on color values of pixel points included in each pixel point pair to determine a color difference value of each pixel point pair;
and determining the region of interest from each of the sub-regions based on the color difference value of each of the pixel point pairs in each of the sub-regions.
5. The method of claim 3, wherein determining a region of interest from the original image comprises:
acquiring a preset window;
moving the preset window on the original image to obtain an area image in the preset window;
for each region image, determining each pixel point pair with the distance difference value within a preset range from the region image;
acquiring the color value of each pixel point included in each pixel point pair;
performing difference processing on color values of pixel points included in each pixel point pair to determine a color difference value of each pixel point pair;
and determining the total color difference value of the area images based on the color difference value of each pixel point pair, and determining the sub-area with the total color difference value larger than the difference threshold value from each area image as the region of interest.
6. The method of claim 3, wherein determining a region of interest from the original image comprises:
taking the original image as a dividing object, and dividing the dividing object to obtain at least two sub-objects;
for each sub-object, determining pixel point pairs with distance difference values within a preset range from the sub-object;
acquiring the color value of each pixel point included in each pixel point pair;
performing difference processing on color values of pixel points included in each pixel point pair to determine a color difference value of each pixel point pair;
determining a total difference value of the colors of the sub-objects based on the color difference value of each of the pixel point pairs;
and acquiring the sub-objects with the total color difference value larger than the difference threshold value from each sub-object as new divided objects, returning to execute the step of dividing the divided objects to obtain at least two sub-objects until the dividing times reach the time threshold value, and acquiring the sub-objects with the total color difference value larger than the difference threshold value from each sub-object obtained by the last division as the region of interest.
7. The method of claim 1, wherein the identifying content comprises at least one of text and a pattern;
the fusing the first time element and the identification content to obtain a first type of dial plate comprises:
when the identification content comprises a text, fusing the first time element and the text to obtain a text dial plate;
when the identification content comprises a pattern, obtaining a pattern dial plate based on the first time element and the pattern; the text dial and the pattern dial both belong to the first type of dial.
8. The method of claim 7, wherein deriving a pattern dial based on the first time element and the pattern when the identifying content comprises the pattern comprises:
detecting a resolution of a pattern when the identification content includes the pattern;
when the resolution is larger than or equal to a resolution threshold, fusing the first time element and the pattern to obtain a pattern dial plate;
and when the resolution is smaller than a resolution threshold, determining a target color from the pattern, and fusing the first time element and the target color to obtain a pattern dial.
9. The method of claim 8, wherein determining a target color from the pattern when the resolution is less than a resolution threshold, and merging the first time element and the target color to obtain a pattern dial comprises:
determining at least two target colors from the pattern when the resolution is less than a resolution threshold; wherein the proportion of the target color occupying the area in the pattern is larger than a proportion threshold value;
and generating a background image based on at least two target colors, and fusing the first time element and the background image to obtain a pattern dial.
10. The method of claim 2, wherein said searching for a second sub-category of dials from said dial library that match said identified content comprises:
respectively acquiring preview images of all candidate dials in the dial library;
matching the identification content with each preview image respectively to obtain the matching degree of the identification content with each candidate dial plate respectively;
and acquiring the candidate dial plates with the matching degrees higher than the threshold value of the matching degrees as second subclass dial plates based on the matching degrees of the identification contents and the candidate dial plates respectively.
11. The method of any one of claims 1 to 10, wherein the performing dial push based on at least one of the first type of dial and the second type of dial comprises:
responding to at least one selected triggering operation of the first-class dial plate and the second-class dial plate, using the dial plate selected by the triggering operation as a target dial plate, and sending the target dial plate to the wearable device so that the wearable device can display the target dial plate on a display interface of the wearable device.
12. The method of claim 1, further comprising:
respectively acquiring a first specific gravity of the first type of dial plate and a second specific gravity of the second type of dial plate; the first proportion and the second proportion are obtained by updating according to a statistical result, and the statistical result is obtained by counting the condition that the dial used in a preset time belongs to the first type of dial or the second type of dial;
determining a first quantity based on the first specific gravity and a second quantity based on the second specific gravity;
the acquiring a first time element, and fusing the first time element and the identification content to obtain a first type of dial plate, includes:
acquiring a first time element, and fusing the first time element and the identification content to obtain a first number of first type dials;
the searching of the second type of dial plate matched with the identification content from the database based on the identification content comprises the following steps:
and searching a database based on the identification content to obtain a second number of second type dials matched with the identification content.
13. The method according to claim 1, wherein the identification content includes a color present in the image to be identified; the performing dial push based on at least one of the first category of dials and the second category of dials comprises:
acquiring colors existing in the image to be recognized from the recognition content;
determining the color richness of the image to be recognized based on the colors existing in the image to be recognized;
and determining a dial plate to be pushed matched with the color richness from the first type of dial plate and the second type of dial plate based on the color richness of the image to be recognized, and pushing the dial plate to be pushed.
14. The method of claim 13, wherein determining the to-be-pushed dial from the first type of dial and the second type of dial that matches the color richness based on the color richness of the to-be-recognized image comprises:
when the color richness of the image to be recognized is smaller than or equal to a first richness threshold value, determining the first type of dial plate as a dial plate to be pushed, which is matched with the color richness;
and when the color richness of the image to be recognized is greater than a first richness threshold value, determining the second type dial plate as the dial plate to be pushed matched with the color richness.
15. The dial pushing method is applied to wearable equipment and comprises the following steps:
receiving a target dial plate sent by electronic equipment connected with the wearable equipment;
displaying the target dial in a display interface of the wearable device;
the target dial is selected from each dial to be pushed in a display interface of the electronic equipment by the electronic equipment according to the obtained selection instruction; the dial plate to be pushed is determined from at least one of the first dial plate and the second dial plate;
the first type dial plate is obtained by fusing the acquired first time element and identification content, and the identification content is obtained by identifying the acquired image to be identified;
and the second type dial plate is obtained by searching data matched with the identification content from a database and determining based on the search result.
16. A dial push device, comprising:
the image to be recognized acquisition module is used for acquiring an image to be recognized;
the identification module is used for identifying the image to be identified to obtain identification content;
the first type dial plate acquisition module is used for acquiring a first time element and fusing the first time element and the identification content to obtain a first type dial plate;
the second type dial plate acquisition module is used for searching data matched with the identification content from a database and determining a second type dial plate based on a search result;
and the pushing module is used for carrying out dial plate pushing based on at least one of the first-class dial plate and the second-class dial plate so as to display on the wearable equipment.
17. The utility model provides a dial plate pusher which characterized in that is applied to wearing equipment, includes:
the receiving module is used for receiving a target dial plate sent by the electronic equipment connected with the wearable equipment;
the display module is used for displaying the target dial in a display interface of the wearable device; the target dial is selected from each dial to be pushed in a display interface of the electronic equipment by the electronic equipment according to the obtained selection instruction; the dial plate to be pushed is determined from the first dial plate and the second dial plate; the first type dial plate is obtained by fusing the acquired first time element and identification content, and the identification content is obtained by identifying the acquired image to be identified; and the second type dial plate is obtained by searching data matched with the identification content from a database and determining based on the search result.
18. An electronic device comprising a memory and a processor, the memory having stored therein a computer program, characterized in that the computer program, when executed by the processor, causes the processor to carry out the steps of the dial push method according to any of claims 1 to 14.
19. A wearable device comprising a memory and a processor, the memory having stored therein a computer program, wherein the computer program, when executed by the processor, causes the processor to perform the steps of the dial push method of claim 15.
20. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method according to any one of claims 1 to 15.
CN202010782953.3A 2020-08-06 2020-08-06 Dial pushing method and device, electronic equipment and computer readable storage medium Pending CN114067096A (en)

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PCT/CN2021/097198 WO2022028071A1 (en) 2020-08-06 2021-05-31 Dial pushing method and apparatus, and electronic device and computer-readable storage medium

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