WO2018228384A1 - Procédé et appareil de traitement d'images, dispositif électronique et support de stockage - Google Patents

Procédé et appareil de traitement d'images, dispositif électronique et support de stockage Download PDF

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Publication number
WO2018228384A1
WO2018228384A1 PCT/CN2018/090859 CN2018090859W WO2018228384A1 WO 2018228384 A1 WO2018228384 A1 WO 2018228384A1 CN 2018090859 W CN2018090859 W CN 2018090859W WO 2018228384 A1 WO2018228384 A1 WO 2018228384A1
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Prior art keywords
target object
information
image
webpage
layer
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PCT/CN2018/090859
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English (en)
Chinese (zh)
Inventor
江卫忠
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广州市动景计算机科技有限公司
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Publication of WO2018228384A1 publication Critical patent/WO2018228384A1/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/957—Browsing optimisation, e.g. caching or content distillation
    • G06F16/9577—Optimising the visualization of content, e.g. distillation of HTML documents

Definitions

  • Embodiments of the present invention relate to the field of artificial intelligence technologies, and in particular, to an image processing method, apparatus, electronic device, and storage medium.
  • Internet video and images provide opportunities for many new businesses. Because Internet video and images can be important business traffic portals, they are considered to be high-quality resources for embedding corresponding businesses such as promotions or advertising.
  • Existing business implants are implemented by setting corresponding information such as activity information or advertisement information on the periphery of the image, or inserting a fixed-time advertisement at a certain time of video playback.
  • the embodiments of the present invention provide a technical solution for image processing, so as to solve the problem that the current service implantation mode cannot be well combined with image or video resources, and cannot interact with the user to improve business interaction and interest.
  • an image processing method includes: determining information of a target object in an image currently displayed by a browser webpage, wherein the information of the target object includes location information of the target object Determining a business object to be displayed corresponding to the target object, and determining a display location of the business object according to location information of the target object; displaying the business object in the display location in the webpage.
  • an image processing apparatus including: a first determining module, configured to determine information of a target object in an image currently displayed by a browser webpage, wherein the target object The information includes the location information of the target object; the second determining module is configured to determine a business object to be displayed corresponding to the target object, and determine a display location of the business object according to location information of the target object; And for displaying the business object at the placement location in the webpage.
  • an electronic device includes: a processor, a memory, a communication interface, and a communication bus, wherein the processor, the memory, and the communication interface are completed by the communication bus Communication with each other; the memory is for storing at least one executable instruction that causes the processor to perform an operation corresponding to the image processing method as described above.
  • a computer readable storage medium storing computer executable instructions for performing operations corresponding to the image processing method as described above.
  • the business object to be displayed corresponding to the target object and the display position thereof are determined, and then the service is displayed together with the image in the current webpage.
  • the business object may be a logo for identifying the target object, or may be a sticker (such as an advertisement sticker) or the like.
  • the business object can be closely combined with the target object in the image, which does not affect the normal viewing of the viewer, and can also realize effective interaction between the image and the user, and enhance the embedded business object and the user. Interactivity also enhances the user's interest in browsing web images.
  • FIG. 1 is a flow chart showing the steps of an image processing method according to Embodiment 1 of the present invention.
  • FIG. 2 is a flow chart showing the steps of an image processing method according to Embodiment 2 of the present invention.
  • FIG. 3 is a schematic diagram of a logical layering of a webpage window in the embodiment shown in FIG. 2;
  • FIG. 4 is a diagram showing an effect of displaying a business object in the embodiment shown in FIG. 2;
  • FIG. 5 is a block diagram showing the structure of an image processing apparatus according to Embodiment 3 of the present invention.
  • FIG. 6 is a block diagram showing the structure of an image processing apparatus according to Embodiment 4 of the present invention.
  • FIG. 7 is a structural block diagram of an electronic device according to Embodiment 5 of the present invention.
  • FIG. 1 there is shown a flow chart of the steps of an image processing method according to a first embodiment of the present invention.
  • Step S102 Determine information of the target object in the image currently displayed by the browser webpage.
  • the information of the target object includes location information of the target object.
  • the target object is an object that exists in the image and is easily viewed by the viewer.
  • the detection and identification of the target object and the acquisition of the information of the target object may be implemented by any suitable means by those skilled in the art, including but not limited to using a neural network model (such as a convolutional neural network model).
  • the feature extraction algorithm or other suitable manner is not limited in this embodiment.
  • the target object may be any suitable object to be processed, such as a person's entirety, a human body part, an animal, an item, a product identification, a logo, and the like.
  • the information of the target object includes but is not limited to the location information of the target object, and the location information of the target object may indicate the relative position of the target object in the image.
  • Step S104 Determine a business object to be displayed corresponding to the target object, and determine a display position of the business object according to the location information of the target object.
  • a business object means a setting for indicating or transmitting information, including but not limited to an icon, a sticker, a text, and the like.
  • the business object to be displayed may be determined by any person in the art according to actual conditions, such as setting a default business object, or determining a business object to be displayed according to the type of the image (such as an image of a landscape type). It can correspond to a business object such as a cartoon smiley sticker, a cartoon sun, a cloud sticker, or the like, or a business object to be displayed according to the type of the target object in the image (for example, a cartoon smiley icon for a gourmet type target object can correspond to a drooling).
  • This embodiment does not limit the manner in which a specific business object is determined.
  • the location of the business object may be determined according to the location information of the target object. For example, it is displayed around the target object, or displayed as the foreground of the target object, or displayed as the background of the target object, and so on.
  • Step S106 Display the business object in the determined display position of the business object based on the currently displayed image in the current webpage of the browser.
  • the display of business objects includes, but is not limited to, the way of displaying using computer drawing, browser rendering, and the like.
  • the business object to be displayed and the display position thereof are determined based on the information of the corresponding target object in the image displayed in the current webpage, and then the business object is displayed together with the image in the current webpage.
  • the business object can be closely combined with the target object in the image, which does not affect the normal viewing of the viewer, and can also realize effective interaction between the image and the user, and enhance the interaction between the embedded business object and the user. Sexuality also enhances the user's interest in browsing web images.
  • the image processing method of this embodiment may be performed by any suitable device having image or data processing capabilities, including but not limited to: various terminal devices (including PCs, tablets, mobile terminals, etc.), servers, and the like.
  • various terminal devices including PCs, tablets, mobile terminals, etc.
  • servers and the like.
  • FIG. 2 a flow chart of steps of an image processing method according to a second embodiment of the present invention is shown.
  • Step S202 Acquire an image currently displayed in the current webpage of the browser.
  • the number of images currently displayed may be one or more. (In the embodiment of the present invention, the number of "multiple”, “multiple”, etc. having “multiple” means two or more). If there are multiple images currently displayed, the image processing as described in the embodiment of the present invention may be performed for each image, or only the partial image may be subjected to image processing as described in the embodiment of the present invention.
  • Step S204 detecting the acquired image, and acquiring information of the target object in the image.
  • each image to be processed includes a plurality of images, each image to be processed is detected, and information of the target object in each image is acquired.
  • image detection may be performed by a trained convolutional neural network with image detection function to acquire information of a target object in the image.
  • the Convolutional Neural Network is a deep learning network architecture inspired by the biological natural visual cognition mechanism. Trained CNN can effectively identify image visual laws and can be widely used in such fields as image classification, object detection, object tracking, and attitude estimation.
  • a convolutional neural network with image detection function can be used, and the convolutional neural network can obtain various information of the image, including but not limited to information of the target object in the image, such as the location of the target object. Information, shape information, size information, feature information, identification information, and the like.
  • the identification information of the target object can also be obtained in other ways, such as manual or machine annotation.
  • the location information is used to indicate the location of the target object in the image
  • the shape information is used to indicate the shape of the target object
  • the size information is used to indicate the size and size of the target object
  • the feature information is used to indicate the feature of the target object, through the target object
  • the feature can effectively identify whether the object in the image is the target object;
  • the identification information is used to identify the target object, such as identifying multiple objects in the image as LOGO-1, LOGO-2, OBJ-1, OBJ-2 Etc.
  • each logo corresponds to an object information, for example, LOGO-1 is a brand logo, LOGO-2 is another brand logo, OBJ-1 is a cup, OBJ-2 is a soda bottle, etc.
  • the acquired information of the target object includes at least the location information of the target object, and optionally, at least one of shape information, size information, feature information, and identification information of the target object.
  • each image one or more target objects are included.
  • the target object includes a plurality of objects
  • the plurality of target objects may be the same or different, such as including the same LOGO on a plurality of cups, or including a plurality of cups having different shapes and the like. Regardless of whether the target objects are the same, you need to obtain information about each target object separately.
  • Step S206 Determine a business object to be displayed corresponding to the target object, and determine a display position of the business object according to the location information of the target object.
  • the service object is a setting flag for identifying a target object in the image to be processed; or, is a special effect including semantic information.
  • the special effects may include two-dimensional sticker effects or three-dimensional effects.
  • the setting flag can be appropriately set by a person skilled in the art according to actual conditions, and can mark the target object, such as a wire frame, a red heart, a star, and the like indicating the position of the target object.
  • Special effects can be three-dimensional effects, such as three-dimensional advertising effects (advertising using 3D special effects), or two-dimensional stickers, such as two-dimensional advertising stickers (using ads in the form of stickers).
  • the present invention is not limited thereto, and other forms of business objects are also applicable to the image processing solutions provided by the embodiments of the present invention, such as text descriptions or introductions of APPs or other applications, or certain forms of objects (such as electronic pets) that interact with video viewers. .
  • the business object to be displayed may be determined according to at least one of shape information, size information, feature information, and identification information of the target object.
  • shape information For example, when the feature information of the target object indicates that the target object is a book, the target object may be determined as a thick line box, and the size of the box may be adjusted to indicate the position of the book in the image during display, or It is also possible to identify the target object as a cartoon picture in the shape of a doctor hat, display it on a corner of the book, etc.
  • the determination may be made according to the setting rule. For example, a business object is displayed at a position within a set range above the top of the target object, or a business object is displayed at a peripheral location of the target object, or a business object is displayed at a corner or boundary of the image, or if the business object is not Affecting the display of the target object, you can display the business object and so on within the target object's location.
  • Step S208 Display the business object in the determined display position of the business object based on the currently displayed image in the current webpage of the browser.
  • a business object can be drawn or rendered at a corresponding placement using any suitable rendering or rendering method.
  • the webpage setting corresponding to the target object may be determined first; the business object is displayed at the determined location in the webpage based on the image of the target object, and the webpage setting is displayed in the webpage.
  • the webpage setting includes at least one of the following: the prompt information corresponding to the target object (eg, the offer information related to the target object or the activity information, etc.), and the interaction information corresponding to the target object (eg, an interactive button, through which the interactive button can be The interaction with the web page or the backend server), the link information corresponding to the target object (eg, the purchase link information or the activity link information of the target object, etc.).
  • the image may be first drawn on the first layer of the webpage window of the browser; and then the business object is drawn on the second layer of the webpage window based on the drawn image and the determined placement position. Then, the remaining webpage content in the current webpage except the image is drawn on the third layer of the webpage window; then, the first layer, the second layer and the third layer are merged, so that the second layer is above the first layer The third layer is above the second layer.
  • the above drawing can be performed by computer drawing.
  • the computer drawing method can be implemented by any suitable computer graphics image drawing or rendering, including but not limited to: drawing based on the OpenGL graphics drawing engine.
  • OpenGL defines a professional graphical program interface for cross-programming language and cross-platform programming interface specifications. It is hardware-independent and can easily draw 2D or 3D graphics images. With OpenGL, you can not only achieve 2D effects such as 2D stickers, but also 3D effects. But not limited to OpenGL, other methods, such as Unity or OpenCL, are also applicable.
  • FIG. 3 shows a schematic diagram of a logical layering of a web page window.
  • the left side is the first layer, and the currently displayed image is drawn on the image, in which the LOGO icon on the left cup is the target object; the middle is the second layer, where the business object is displayed on the display position.
  • the second layer is placed on the first layer, and the third layer is placed on the second layer, and the layers are merged.
  • the combined effect of the layer is shown in FIG. 4 .
  • the circular business object just identifies the location of the LOGO icon. When the user clicks on "More Activities", the browser will jump to the corresponding event description page.
  • the business object may be further set, so that when the user clicks on the business object, the user may also interact with the browser, and jump to a corresponding page, such as an activity description page.
  • AR Augmented Reality processing of the image displayed in the current page of the browser is realized, which makes the image more interesting and interactive.
  • the business object to be displayed and the display position thereof are determined based on the information of the corresponding target object in the image displayed in the current webpage, and then the business object is displayed together with the image in the current webpage.
  • the business object can be closely combined with the target object in the image, which does not affect the normal viewing of the viewer, and can also realize effective interaction between the image and the user, and enhance the interaction between the embedded business object and the user. Sexuality also enhances the user's interest in browsing web images.
  • the image processing method of this embodiment may be performed by any suitable device having image or data processing capabilities, including but not limited to: various terminal devices (including PCs, tablets, mobile terminals, etc.), servers, and the like.
  • various terminal devices including PCs, tablets, mobile terminals, etc.
  • servers and the like.
  • FIG. 5 a block diagram showing the structure of an image processing apparatus according to a third embodiment of the present invention is shown.
  • the image processing apparatus of the present embodiment includes: a first determining module 302, configured to determine information of a target object in an image currently displayed by the browser webpage, wherein the information of the target object includes location information of the target object; and the second determining module 304 And determining, by the target object, the business object to be displayed, and determining the display position of the business object according to the location information of the target object; the displaying module 306, configured to display the business object in the display position in the webpage.
  • the image processing apparatus of the embodiment determines the business object to be displayed corresponding to the target object and the display position thereof based on the information of the corresponding target object in the image displayed in the current webpage, and then displays the business object together with the image in the current webpage.
  • the business object can be closely combined with the target object in the image, which does not affect the normal viewing of the viewer, and can also realize effective interaction between the image and the user, and enhance the interaction between the embedded business object and the user. Sexuality also enhances the user's interest in browsing web images.
  • FIG. 6 there is shown a block diagram showing the structure of an image processing apparatus according to a fourth embodiment of the present invention.
  • the image processing apparatus of this embodiment includes: a first determining module 402, configured to determine information of a target object in an image currently displayed by a browser webpage, where the information of the target object includes location information of the target object;
  • the module 404 is configured to determine a business object to be displayed corresponding to the target object, and determine a display position of the business object according to the location information of the target object.
  • the display module 406 is configured to display the business object in the display position in the webpage.
  • the information of the target object further includes at least one of the following: shape information, size information, feature information, and identification information of the target object; the second determining module 404 is configured to use shape information, size information, and feature information of the target object. And identifying at least one of the information, determining a business object to be displayed; and determining a display position of the business object according to the location information of the target object.
  • the display module 406 is further configured to determine a webpage setting corresponding to the target object; and display the webpage setting.
  • the webpage setting includes at least one of the following: the prompt information corresponding to the target object, the interaction information corresponding to the target object, and the link information corresponding to the target object.
  • the image processing apparatus of this embodiment further includes: an obtaining module 408, configured to: before the first determining module 402 determines information of the target object in the image currently displayed by the browser webpage, by using a convolutional neural network The image is detected to obtain information of the target object.
  • an obtaining module 408 configured to: before the first determining module 402 determines information of the target object in the image currently displayed by the browser webpage, by using a convolutional neural network The image is detected to obtain information of the target object.
  • the presentation module 406 includes: a drawing module 4062, configured to draw the image on a first layer of a webpage window of the browser; and drawing the business object in the webpage window based on the drawn image and the determined placement position a second layer; the remaining webpage content of the webpage except the image is drawn on a third layer of the webpage window; the merging module 4064 is configured to merge the first layer, the second layer, and the third layer, wherein, the second The layer is above the first layer and the third layer is above the second layer.
  • a drawing module 4062 configured to draw the image on a first layer of a webpage window of the browser
  • drawing the business object in the webpage window based on the drawn image and the determined placement position a second layer
  • the remaining webpage content of the webpage except the image is drawn on a third layer of the webpage window
  • the merging module 4064 is configured to merge the first layer, the second layer, and the third layer, wherein, the second The layer is above the first layer and the third layer is above the second layer.
  • the image comprises a still image or a video frame image.
  • the business object is a setting flag for identifying a target object in the image; or, is a special effect including semantic information.
  • the special effects include a two-dimensional sticker effect or a three-dimensional special effect.
  • the image currently displayed by the browser webpage includes at least one image; and each image includes at least one target object.
  • the image processing apparatus of the present embodiment is used to implement the corresponding image processing method in the foregoing multiple method embodiments, and has the beneficial effects of the corresponding method embodiments, and details are not described herein again.
  • FIG. 7 a schematic structural diagram of an electronic device according to Embodiment 5 of the present invention is shown.
  • the specific embodiment of the present invention does not limit the specific implementation of the electronic device.
  • the electronic device can include a processor 502, a communications interface 504, a memory 506, and a communications bus 508.
  • Processor 502, communication interface 504, and memory 506 complete communication with one another via communication bus 508.
  • the communication interface 504 is configured to communicate with network elements of other devices, such as clients or other servers.
  • the processor 502 is configured to execute the program 510. Specifically, the related steps in the foregoing image processing method embodiments may be performed.
  • program 510 can include program code, the program code including computer operating instructions.
  • the processor 502 may be a central processing unit CPU, or an Application Specific Integrated Circuit (ASIC), or one or more integrated circuits configured to implement embodiments of the present invention.
  • the server includes one or more processors, which may be the same type of processor, such as one or more CPUs; or may be different types of processors, such as one or more CPUs and one or more ASICs.
  • the memory 506 is configured to store the program 510.
  • Memory 506 may include high speed RAM memory and may also include non-volatile memory, such as at least one disk memory.
  • the program 510 may be specifically configured to cause the processor 502 to: determine information of a target object in an image currently displayed by the browser webpage, where the information of the target object includes location information of the target object; and determine that the target object corresponds to The displayed business object, and determining the display position of the business object according to the location information of the target object; displaying the business object at the display position in the webpage.
  • the information of the target object further includes at least one of the following: shape information, size information, feature information, and identification information of the target object; the program 510 is further configured to cause the processor 502 to determine the to-be-displayed When the business object is obtained, the business object to be displayed is determined according to at least one of shape information, size information, feature information, and identification information of the target object.
  • the program 510 is further configured to: when the processor 502 displays the business object at the display location in the webpage, determine a webpage setting corresponding to the target object; Web page settings.
  • the webpage setting includes at least one of the following: the prompt information corresponding to the target object, the interaction information corresponding to the target object, and the link information corresponding to the target object.
  • the program 510 is further configured to cause the processor 502 to detect the image by using a convolutional neural network to obtain the target before determining the information of the target object in the image currently displayed by the browser webpage. The information of the object.
  • the program 510 is further configured to cause the processor 502 to render the image in a webpage window of the browser when the business object is displayed at the determined placement location based on the image in the webpage. a layer; drawing the business object on the second layer of the webpage window based on the image and the determined display position; and drawing the remaining webpage content of the webpage except the image on the third layer of the webpage window Combining the first layer, the second layer, and the third layer, wherein the second layer is above the first layer and the third layer is above the second layer.
  • the image comprises a still image or a video frame image.
  • the business object is a setting flag for identifying a target object in the image; or, is a special effect containing semantic information.
  • the special effects include two-dimensional sticker effects or three-dimensional effects.
  • the image currently displayed by the browser webpage includes at least one image; and each image includes at least one target object.
  • the business object to be displayed and the display position thereof are determined based on the information of the corresponding target object in the image displayed in the current webpage, and then the business object is displayed together with the image in the current webpage.
  • the business object can be closely integrated with the target object in the image, which does not affect the normal viewing of the viewer, and can realize effective interaction between the image and the user, thereby improving the interaction between the embedded business object and the user. It also enhances the user's interest in browsing web images.
  • the embodiment of the present application provides a computer readable storage medium storing computer executable instructions for performing operations corresponding to the image processing method described above.
  • the computer-readable storage medium of the embodiment determines the business object to be displayed corresponding to the target object and the display position thereof according to the information of the corresponding target object in the image displayed in the current webpage, and then displays the image together with the image in the current webpage.
  • Business object With the electronic device of the embodiment, the business object can be closely integrated with the target object in the image, which does not affect the normal viewing of the viewer, and can realize effective interaction between the image and the user, thereby improving the interaction between the embedded business object and the user. It also enhances the user's interest in browsing web images.
  • the above method according to an embodiment of the present invention may be implemented in hardware, firmware, or implemented as software or computer code that may be stored in a recording medium such as a CD ROM, a RAM, a floppy disk, a hard disk, or a magneto-optical disk, or implemented by
  • the network downloads computer code originally stored in a remote recording medium or non-transitory machine readable medium and stored in a local recording medium so that the methods described herein can be stored using a general purpose computer, a dedicated processor or programmable
  • Such software processing on a recording medium of dedicated hardware such as an ASIC or an FPGA.
  • a computer, processor, microprocessor controller or programmable hardware includes storage components (eg, RAM, ROM, flash memory, etc.) that can store or receive software or computer code, when the software or computer code is The image processing methods described herein are implemented when the processor or hardware is accessed and executed. Moreover, when a general purpose computer accesses code for implementing the image processing methods illustrated herein, execution of the code converts the general purpose computer into a special purpose computer for performing the image processing methods illustrated herein.

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Abstract

Des modes de réalisation de la présente invention concernent un procédé et un appareil de traitement d'images, un dispositif électronique et un support de stockage. Le procédé de traitement d'images consiste à : déterminer des informations d'un objet cible dans une image qui est actuellement affichée par une page Web d'un navigateur, les informations de l'objet cible comprenant des informations d'emplacement de l'objet cible ; déterminer un objet de service à afficher correspondant à l'objet cible, et déterminer l'emplacement d'affichage de l'objet de service selon les informations d'emplacement de l'objet cible ; et afficher l'objet de service au niveau de l'emplacement d'affichage dans la page Web. Les modes de réalisation de la présente invention permettent d'améliorer l'interactivité de l'objet de service implanté et d'un utilisateur, et aussi d'améliorer l'intérêt de l'utilisateur à naviguer dans des images de page Web.
PCT/CN2018/090859 2017-06-12 2018-06-12 Procédé et appareil de traitement d'images, dispositif électronique et support de stockage WO2018228384A1 (fr)

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CN107169135B (zh) * 2017-06-12 2021-03-19 阿里巴巴（中国）有限公司 图像处理方法、装置和电子设备
CN107948327B (zh) * 2018-01-02 2021-08-06 中国银行股份有限公司 一种基于业务培训的数据处理方法、装置及系统
CN109147007B (zh) * 2018-08-01 2023-09-01 Oppo（重庆）智能科技有限公司 贴纸加载方法、装置、终端及计算机可读存储介质
CN111986127B (zh) * 2019-05-22 2022-03-08 腾讯科技（深圳）有限公司 一种图像处理方法、装置、计算机设备和存储介质
CN110213629B (zh) 2019-06-27 2022-02-11 腾讯科技（深圳）有限公司 一种信息植入方法、装置、服务器及存储介质
CN112464691A (zh) * 2019-09-06 2021-03-09 北京字节跳动网络技术有限公司 图像处理方法及装置
CN110796664B (zh) * 2019-10-14 2023-05-23 北京字节跳动网络技术有限公司 图像处理方法、装置、电子设备及计算机可读存储介质
CN113742630B (zh) * 2021-09-16 2023-12-15 阿里巴巴新加坡控股有限公司 图像处理方法、电子设备及计算机存储介质

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