CN113077306A - Image processing method, device and equipment - Google Patents

Image processing method, device and equipment Download PDF

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Publication number
CN113077306A
CN113077306A CN202110317679.7A CN202110317679A CN113077306A CN 113077306 A CN113077306 A CN 113077306A CN 202110317679 A CN202110317679 A CN 202110317679A CN 113077306 A CN113077306 A CN 113077306A
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image
dimensional image
dimensional
electronic device
processing
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CN113077306B (en
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刘长坤
王旭东
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China United Network Communications Group Co Ltd
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China United Network Communications Group Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/0601Electronic shopping [e-shopping]
    • G06Q30/0641Shopping interfaces
    • G06Q30/0643Graphical representation of items or shoppers
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00Three dimensional [3D] modelling, e.g. data description of 3D objects

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Abstract

The embodiment of the application provides an image processing method, an image processing device and electronic equipment, wherein the electronic equipment is provided with a Subscriber Identity Module (SIM) card, and a three-dimensional image conversion model is arranged in the SIM card, and the method comprises the following steps: responding to three-dimensional image conversion operation on a first object, and acquiring at least one first image corresponding to the first object, wherein the first image is a two-dimensional image; processing the at least one first image through the three-dimensional image conversion model to obtain a second image; sending a three-dimensional image conversion request to a server, wherein the three-dimensional image conversion request comprises the second image; and receiving the three-dimensional image corresponding to the second image sent by the server, and displaying the three-dimensional image. The display effect of the first object is improved.

Description

Image processing method, device and equipment
Technical Field
The present application relates to the field of image processing technologies, and in particular, to an image processing method, an image processing apparatus, and an image processing device.
Background
When a user purchases goods on the internet, a merchant needs to provide images of the goods to the user so that the user can know the details of the goods.
Currently, a commodity is displayed to a user in a form of a flat image, and the user can know information of the commodity through the flat image of the commodity, for example, the user can acquire a shape, a color, a size, and the like of the commodity through the image. However, the plane image of the commodity can only display information on one side of the commodity, and the user cannot know all information of the commodity through the plane image of the commodity, thereby resulting in poor commodity display effect.
Disclosure of Invention
The application mainly aims to provide an image processing method, device and equipment, which are used for solving the technical problem that in the prior art, the commodity display effect is poor.
In a first aspect, an embodiment of the present application provides an image processing method, which is applied to an electronic device, where a subscriber identity module SIM card is disposed in the electronic device, and a three-dimensional image conversion model is disposed in the SIM card, and the method includes:
responding to three-dimensional image conversion operation on a first object, and acquiring at least one first image corresponding to the first object, wherein the first image is a two-dimensional image;
processing the at least one first image through the three-dimensional image conversion model to obtain a second image;
sending a three-dimensional image conversion request to a server, wherein the three-dimensional image conversion request comprises the second image;
and receiving the three-dimensional image corresponding to the second image sent by the server, and displaying the three-dimensional image.
In a possible implementation, the processing the at least one first image by the three-dimensional image conversion model to obtain a second image includes:
acquiring a first number of the first images;
and processing the at least one first image through the three-dimensional image conversion model according to the first number to obtain the second image.
In a possible implementation, processing the at least one first image according to the first number by the three-dimensional image conversion model to obtain the second image includes:
determining the first image as the second image through the three-dimensional image conversion model when the first number is 1;
and when the first number is larger than 1, acquiring a shooting angle corresponding to each first image through the three-dimensional image conversion model, and generating the second image according to the shooting angle and the first image corresponding to the shooting angle, wherein the shooting angle is used for indicating an angle when the first object is shot.
In a possible implementation, determining the second image according to the shooting angle and the first image corresponding to the shooting angle includes:
acquiring position information of a first object in a preset image according to the shooting angle and a first image corresponding to the shooting angle, wherein the position information is used for indicating the position of the first object in the preset image;
and determining the second image according to the position information and the preset image.
In a possible implementation, after acquiring at least one first image corresponding to the first object, the method further includes:
storing the at least one first image in a SIM card of the electronic equipment;
processing the at least one first image through the three-dimensional image conversion model to obtain a second image, including:
acquiring the at least one first image in the SIM card;
and processing the at least one first image through the three-dimensional image conversion model to obtain a second image.
In one possible embodiment, displaying the three-dimensional image comprises:
adding a first control in a display page, wherein the first control is used for displaying the three-dimensional image;
and responding to a first operation instruction of clicking the first control, and displaying the three-dimensional image in the display page.
In a possible implementation manner, after receiving a three-dimensional image corresponding to the second image sent by the server and displaying the three-dimensional image, the method further includes:
and in response to a second operation instruction for closing the three-dimensional image, closing the three-dimensional image in the display page, and deleting the image information corresponding to the first object in the SIM.
In a second aspect, an embodiment of the present application provides an image processing apparatus, applying an electronic device, where a subscriber identity module SIM card is disposed in the electronic device, a three-dimensional image conversion model is disposed in the SIM card, the apparatus includes a response module, a processing module, a sending module, and a receiving module, where:
the response module is used for responding to three-dimensional image conversion operation of a first object and acquiring at least one first image corresponding to the first object, wherein the first image is a two-dimensional image;
the processing module is used for processing the at least one first image through the three-dimensional image conversion model to obtain a second image;
the sending module is used for sending a three-dimensional image conversion request to a server, wherein the three-dimensional image conversion request comprises the second image;
the receiving module is used for receiving the three-dimensional image corresponding to the second image sent by the server and displaying the three-dimensional image.
In a possible implementation, the processing module is specifically configured to:
acquiring a first number of the first images;
and processing the at least one first image through the three-dimensional image conversion model according to the first number to obtain the second image.
In a possible implementation, the processing module is specifically configured to:
determining the first image as the second image through the three-dimensional image conversion model when the first number is 1;
and when the first number is larger than 1, acquiring a shooting angle corresponding to each first image through the three-dimensional image conversion model, and generating the second image according to the shooting angle and the first image corresponding to the shooting angle, wherein the shooting angle is used for indicating an angle when the first object is shot.
In a possible implementation, the processing module is specifically configured to:
acquiring position information of a first object in a preset image according to the shooting angle and a first image corresponding to the shooting angle, wherein the position information is used for indicating the position of the first object in the preset image;
and determining the second image according to the position information and the preset image.
In a possible implementation, the apparatus further includes a storage module configured to:
storing the at least one first image in a SIM card of the electronic equipment;
processing the at least one first image through the three-dimensional image conversion model to obtain a second image, including:
acquiring the at least one first image in the SIM card;
and processing the at least one first image through the three-dimensional image conversion model to obtain a second image.
In a possible implementation, the receiving module is specifically configured to:
adding a first control in a display page, wherein the first control is used for displaying the three-dimensional image;
and responding to a first operation instruction of clicking the first control, and displaying the three-dimensional image in the display page.
In a possible implementation, the apparatus further includes a deletion module configured to:
and in response to a second operation instruction for closing the three-dimensional image, closing the three-dimensional image in the display page, and deleting the image information corresponding to the first object in the SIM.
In a third aspect, an embodiment of the present application provides an image processing apparatus, including: a memory for storing program instructions, a processor for invoking the program instructions in the memory to perform the image processing method according to any one of the first aspect, and a communication interface.
In a fourth aspect, an embodiment of the present application provides a readable storage medium, on which a computer program is stored; the computer program is for implementing the image processing method according to any one of the first aspect.
In a fifth aspect, the invention also provides a computer program product comprising a computer program which, when executed by a processor, implements the steps of the image processing method according to any one of the preceding claims.
The embodiment of the application provides an image processing method, an image processing device and image processing equipment, which are applied to electronic equipment, wherein a Subscriber Identity Module (SIM) card is arranged in the electronic equipment, and a three-dimensional image conversion model is arranged in the SIM card. The method comprises the steps of responding to three-dimensional image conversion operation of a first object, obtaining at least one first image corresponding to the first object, wherein the first image is a two-dimensional image, processing the at least one first image through a three-dimensional image conversion model to obtain a second image, sending a three-dimensional image conversion request to a server, receiving a three-dimensional image corresponding to the second image sent by the server, and displaying the three-dimensional image. In the method, when a user browses the two-dimensional image of the first object through the electronic equipment, the second image can be generated by combining a plurality of two-dimensional images of the first object, the second image is sent to the server, when the server receives the second image, the second image is processed to obtain the three-dimensional image corresponding to the second image, and the three-dimensional image is sent to the electronic equipment, so that the user can comprehensively know the information of the first object according to the three-dimensional image, and the effect of showing the first object is further improved.
Drawings
Fig. 1 is a schematic view of an application scenario provided in an embodiment of the present application;
fig. 2 is a schematic flowchart of an image processing method according to an embodiment of the present application;
FIG. 3 is a schematic diagram of a process for responding to a three-dimensional image transformation operation according to an embodiment of the present application;
fig. 4 is a schematic diagram of a process of generating a second image according to an embodiment of the present application;
fig. 5 is a schematic diagram of a process for displaying a three-dimensional image according to an embodiment of the present application;
fig. 6 is a schematic flowchart of another image processing method according to an embodiment of the present application;
fig. 7 is a schematic process diagram of an image processing method according to an embodiment of the present application;
fig. 8 is a schematic structural diagram of an image processing apparatus according to an embodiment of the present application;
fig. 9 is a schematic structural diagram of another image processing apparatus according to an embodiment of the present application;
fig. 10 is a schematic diagram of a hardware structure of an image processing apparatus provided in the present application.
Detailed Description
Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, like numbers in different drawings represent the same or similar elements unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present application. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the present application, as detailed in the appended claims.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
For ease of understanding, the concepts related to the embodiments of the present application will be explained first.
An electronic device: the device has a wireless transceiving function. The electronic device may be deployed on land, including indoors or outdoors, hand-held, worn, or vehicle-mounted; can also be deployed on the water surface (such as a ship and the like); and may also be deployed in the air (e.g., airplanes, balloons, satellites, etc.). The electronic device may be a mobile phone (mobile phone), a tablet computer (Pad), a computer with a wireless transceiving function, a Virtual Reality (VR) electronic device, an Augmented Reality (AR) electronic device, a wireless terminal in industrial control (industrial control), a vehicle-mounted electronic device, a wireless terminal in self driving (self driving), a wireless electronic device in remote medical (remote medical), a wireless electronic device in smart grid (smart grid), a wireless electronic device in transportation safety (transportation safety), a wireless electronic device in smart city (smart city), a wireless electronic device in smart home (smart home), a wearable electronic device, and the like. The electronic device according to the embodiments of the present application may also be referred to as a terminal, a User Equipment (UE), an access electronic device, a vehicle-mounted terminal, an industrial control terminal, a UE unit, a UE station, a mobile station, a remote electronic device, a mobile device, a UE electronic device, a wireless communication device, a UE agent, a UE apparatus, or the like. The electronic device may also be fixed or mobile.
Three-dimensional (Three Dimensions, 3D) image conversion model: may be a model for generating a 3D image. For example, the 3D image conversion model may convert a plurality of two-dimensional images into a 3D image, or convert a simple (blurred) 3D image into a sharp 3D image. Alternatively, the three-dimensional image conversion model may convert a simplified 3D image into a 3D model. For example, the 3D image conversion model may generate a 3D model of the product from the simple 3D image, and the user may comprehensively obtain information of the product by rotating the 3D model.
Subscriber Identity Module (SIM): the identity card held by the mobile subscriber of the global system for mobile communications may be a storage SIM card with a large storage space. For example, the storage SIM card is a combination of a storage card and a SIM card, the storage space of the SIM card is 128K, and the storage space in the storage SIM card may be 128G.
In the related art, a commodity is displayed to a user in a form of a flat image, and the user can know information of the commodity through the flat image of the commodity. For example, the user may obtain information on the shape, color, size, and the like of the product from the image of the product. However, the plane image of the product can only display information on one side of the product, and the user cannot know all information of the product through the plane image of the product. For example, the front view of the product can only display the information on the front side of the product, and the information on the side of the product needs to be determined by other product images. Thereby resulting in poor merchandise display effect.
In order to solve the technical problem of poor commodity display effect in the related art, an embodiment of the present application provides an image processing method, which is applied to an electronic device, where an SIM card with a large storage space (an SIM card with a storage space of 128 GB) is arranged in the electronic device, a three-dimensional image conversion model is arranged in the SIM card, and when a user browses an image of a commodity, the electronic device may obtain a plurality of two-dimensional images corresponding to the commodity browsed by the user through the three-dimensional image conversion model, process the two-dimensional images to obtain a second image, and send the second image to a server. When the server receives the second image, a three-dimensional image corresponding to the second image can be generated according to the second image, and the three-dimensional image is sent to the electronic device. When the electronic equipment receives the three-dimensional image sent by the server, the three-dimensional image is stored in the SIM card, and the electronic equipment responds to the operation of displaying the three-dimensional image and can display the three-dimensional image corresponding to the commodity in the display line surface. Therefore, when the user browses the two-dimensional images of the commodities, the electronic equipment can display the three-dimensional images corresponding to the commodities, and the user can comprehensively know the information of the commodities according to the three-dimensional images, so that the commodity display effect is improved.
An application scenario to which the embodiment of the present application is applied is described in detail below with reference to fig. 1.
Fig. 1 is a schematic view of an application scenario provided in an embodiment of the present application. Please refer to fig. 1, which includes an electronic device and a server. The display page of the electronic equipment comprises a first image of a first object, and the first object is a water cup.
Referring to fig. 1, when a user browses a first image of a first object, an electronic device may process the first image to obtain a second image, and send the second image to a server. And when the server receives the second image sent by the electronic equipment, the server generates a three-dimensional image corresponding to the second image according to the second image and sends the three-dimensional image to the electronic equipment. When the electronic device receives the three-dimensional image sent by the server, the three-dimensional image corresponding to the first object can be displayed in a display page of the electronic device. Therefore, when the user browses the image of the water cup, although the water cup image displayed by the merchant is the two-dimensional image, the user can also obtain the three-dimensional image of the water cup in the display page of the electronic equipment, so that the user can comprehensively obtain the information of the water cup, and the effect of displaying the water cup is further improved.
The technical means shown in the present application will be described in detail below with reference to specific examples. It should be noted that the following embodiments may exist alone or in combination with each other, and description of the same or similar contents is not repeated in different embodiments.
Fig. 2 is a schematic flowchart of an image processing method according to an embodiment of the present application. Referring to fig. 2, the method may include:
s201, responding to the three-dimensional image conversion operation of the first object, and acquiring at least one first image corresponding to the first object.
The execution main body of the embodiment of the application may be an electronic device, and may also be an image processing apparatus provided in the electronic device. Alternatively, the image processing apparatus may be implemented by software, or may be implemented by a combination of software and hardware.
The electronic equipment is provided with a subscriber identity module SIM card, and the SIM card is provided with a three-dimensional image conversion model. The SIM card may be a storage SIM card. For example, a SIM card with a storage space of 128G is included in the electronic device, and since the storage space for storing the SIM card is large, the three-dimensional image conversion model can be set in the storage SIM card.
Optionally, when the user inserts the storage SIM card with the three-dimensional image conversion model into the electronic device, the electronic device may prompt the user whether to install the three-dimensional image conversion model, if so, the electronic device with the storage SIM card with the three-dimensional image conversion model is inserted, the three-dimensional image may be displayed, and if not, the electronic device with the storage SIM card with the three-dimensional image conversion model inserted cannot display the three-dimensional image.
The first object may be an object in an image acquired by the electronic device. For example, when a user browses a commodity by using a mobile phone, the mobile phone may acquire an image corresponding to the commodity, where the commodity is a first object in the image. For example, if the image opened by the mobile phone includes a cup, the first object is the cup.
The first image is a two-dimensional image. For example, the image captured by the electronic device may be a planar image. The first image includes a first object therein. Alternatively, the same first object may correspond to a plurality of first images. For example, if the plurality of images include the first object, the plurality of images are the first images corresponding to the first object. For example, the first image corresponding to the cup may include a front view of the cup, a left view of the cup, and a top view of the cup.
The three-dimensional image conversion operation is used for controlling the electronic equipment to acquire a first image corresponding to a first object. For example, when the electronic device receives a signal of a three-dimensional image conversion operation, the electronic device may acquire the first image in real time in response to the signal of the three-dimensional image conversion operation.
Alternatively, when a plurality of objects are included in the image browsed by the user, the plurality of objects may be determined as the first object. For example, if the electronic device acquires an image including a cup and clothes, the first object may be the cup and clothes.
Optionally, the electronic device may obtain the first image corresponding to the first object in real time. For example, when a user browses a water cup by using a mobile phone, the electronic device can acquire all pictures including the water cup browsed by the user in real time.
Next, with reference to fig. 3, a process of the electronic device responding to the three-dimensional image conversion operation will be described in detail.
Fig. 3 is a schematic process diagram of a response three-dimensional image transformation operation according to an embodiment of the present application. Please refer to fig. 3, which includes an electronic device. The display page of the electronic equipment comprises a conversion control, and the electronic equipment can receive a signal of three-dimensional image conversion operation according to the conversion control.
Referring to fig. 3, when the user browses the cup, the user clicks the conversion control, the electronic device receives a signal of the three-dimensional image conversion operation, acquires a front view of the cup, a top view of the cup and a left view of the cup in real time, and stores the front view of the cup, the top view of the cup and the left view of the cup in the SIM card.
S202, processing at least one first image through the three-dimensional image conversion model to obtain a second image.
Alternatively, the second image may be a simplified 3D image. For example, the electronic device may process a plurality of first images corresponding to the first object through the three-dimensional image conversion model, and then obtain a simple 3D image including the first object.
The second image may be obtained according to the following feasible implementation: a first number of first images is acquired. The first number is the number of first images corresponding to the first object. For example, when the first object is a cup, if the number of images including the cup acquired by the electronic device is 1, the first number of the first images is 1; if the electronic device obtains 3 images including the cup, the first number of the first images is 3.
And processing at least one first image through the three-dimensional image conversion model according to the first quantity to obtain a second image. Optionally, the second image is obtained according to the first number, and the following two conditions are provided:
case 1: the first number is 1.
When the first number is 1, the electronic device may determine the first image as the second image through the three-dimensional image conversion model. For example, when the first object is a cup, if the image including the cup acquired by the electronic device is 1, the electronic device determines the image as the second image. When the first number is 1, the second image is a two-dimensional image.
Case 2: the first number is greater than 1.
And when the first number is larger than 1, acquiring a shooting angle corresponding to each first image through the three-dimensional image conversion model. Wherein the photographing angle is used to indicate an angle when the first object is photographed. For example, the photographing angle of the front view of the first object is horizontal 0 degrees, the photographing angle of the left view of the first object is horizontal 90 degrees, and the photographing angle of the top view of the first object is vertical 90 degrees. And generating a second image according to the shooting angle and the first image corresponding to the shooting angle. For example, the second image may be generated from a front view, a side view, and a left view of the first object. When the first number is greater than 1, the second image is a simplified 3D image.
Alternatively, the second image may be obtained according to the following feasible implementation: and acquiring the position information of the first object in the preset image according to the shooting angle and the first image corresponding to the shooting angle. The preset image may be a blank image. The position information is used to indicate the position of the respective part of the first object in the preset image. For example, when the first object is a cup, the position information may be a position of each portion of the cup in the blank image. Alternatively, the position information may be an image depth of each element of the first object in the preset image. For example, the first image of the first object at a plurality of shooting angles may obtain the image depth of the element of the first object in the preset image. For example, from a main view of the first object and a left view of the first image, the image depth in the preset image of each element of the front part of the first object can be determined.
And determining a second image according to the position information and the preset image. For example, each element of the first object may be filled in a blank preset image according to the position information of the first object in the preset image, and thus a simple 3D image may be obtained.
In this case, when the first number is greater than 1, the electronic device may fill each element of the first object in the blank preset image according to the shooting angle of the first image, so as to obtain a simple (blurred) 3D image corresponding to the first object, thereby improving the display effect of the commodity.
Optionally, after the electronic device acquires the at least one first image corresponding to the first object, the electronic device may store the at least one first image in a SIM card of the electronic device. For example, when the electronic device acquires a plurality of first images corresponding to the first object, the electronic device may store the plurality of first images in the SIM card, so that the images do not occupy the memory of the electronic device, and the space of the system is saved.
Optionally, when the electronic device processes the at least one first image through the three-dimensional image conversion model, the electronic device may obtain the at least one first image in the SIM card, and further process the at least one first image through the three-dimensional image conversion model to obtain the second image.
Next, referring to fig. 4, a process of obtaining, by the electronic device, the second image according to the plurality of first images when the first number is greater than 1 is described in detail.
Fig. 4 is a schematic diagram of a process of generating a second image according to an embodiment of the present application. Please refer to fig. 4, which includes an electronic device. The electronic equipment can acquire 3 first images corresponding to a first object (a water cup) in the SIM card. Wherein the first image includes a front view of the cup, a top view of the cup, and a left view of the cup.
Referring to fig. 4, the electronic device determines an image depth of each element of the cup in the first image in the blank image according to the first image and a shooting angle corresponding to the first image, and fills the first object in the blank image according to the image depth to obtain a second image including the cup, wherein the second image includes partial three-dimensional information of the cup.
And S203, sending a three-dimensional image conversion request to a server.
The three-dimensional image conversion request includes the second image. And the three-dimensional image conversion request is used for instructing the server to generate a three-dimensional image corresponding to the second image. For example, when the electronic device sends a three-dimensional image conversion request to the server, the server may generate a three-dimensional image corresponding to the second image from the second image included in the three-dimensional image conversion request.
Alternatively, the three-dimensional image conversion request may be sent to the server by a control signal. For example, a control corresponding to the three-dimensional image conversion request may be included in a display page of the electronic device, and when the user clicks the control, the electronic device may send the three-dimensional image conversion request to the server in response to a click signal. The second image may be stored in the SIM card, and when the electronic device receives the click signal, the second image may be acquired in the SIM card.
Optionally, the server generates the three-dimensional image corresponding to the second image according to the second image in the following two cases:
case 1: the second image is a planar image.
When the number of the first images corresponding to the first object is 1, the second image sent to the server by the electronic equipment is a two-dimensional first image. The server may generate the second image according to a possible implementation as follows: and acquiring a corresponding first object in the second image, and acquiring a plurality of images corresponding to the first object in a web crawler mode. For example, when the server receives the second image, the first object in the second image may be determined, and then two-dimensional images of other shooting angles of the first object may be acquired in the cache of the server.
And generating a three-dimensional image corresponding to the second image according to the plurality of images corresponding to the first object. For example, the server may obtain a three-dimensional image corresponding to the first object by software for converting a planar image into a 3D image from a plurality of planar images corresponding to the first object.
In this case, when the second image is a two-dimensional image, the server may obtain a plurality of two-dimensional images corresponding to the first object in the second image, and then generate a three-dimensional image corresponding to the first object according to the plurality of two-dimensional images, thereby improving the effect of displaying the first object.
Case 2: the second image is a simplified 3D image.
When the number of the first images corresponding to the first object is greater than 1, the second image sent to the server by the electronic equipment is a simple 3D image. The server may generate the second image according to a possible implementation as follows: and processing the second image through a preset model in the server to obtain a three-dimensional image corresponding to the second image. Optionally, the preset model is obtained by learning multiple groups of samples, and each group of samples includes a simple sample 3D image and a sample 3D image. The sets of samples may be pre-labeled samples. For example, for the sample simplified 3D image 1, the sample 3D image 1 corresponding to the sample simplified 3D image 1 is acquired, and a group of samples including the sample simplified 3D image 1 and the sample 3D image 1 is obtained. In this way, multiple sets of samples can be obtained.
Optionally, when the second image is a simple 3D image, the server may also obtain the first object corresponding to the second image according to the second image, and obtain multiple planar images corresponding to the first object in a web crawler manner, and then correct the simple 3D image according to the multiple planar images corresponding to the first object to obtain a three-dimensional image corresponding to the second image, so that accuracy and definition of the three-dimensional image may be improved.
In the method, when the second image is a simple 3D image, the server can process the second image according to the preset model to obtain the 3D image corresponding to the second image, so that the efficiency of obtaining the three-dimensional image can be improved, and the display effect of the first object is further improved.
And S204, receiving the three-dimensional image corresponding to the second image sent by the server, and displaying the three-dimensional image.
Optionally, when the server generates the three-dimensional image corresponding to the second image, the server may generate a matrix file of the three-dimensional image, and store the file using an unstructured database, where data in each matrix file is stored using a structured database, each structured database stores eight orientations of the matrix file including the three-dimensional image, and each orientation includes location information of the matrix file. For example, when the server generates a matrix file of a three-dimensional image, the matrix file may be stored by an unstructured database, and position information of eight orientations for each matrix file may be stored by a structured database, each of which includes coordinates of the matrix file in X, Y, and Z axes. Alternatively, the eight directions may be images represented by a matrix file of the three-dimensional image, and position information in the up, down, left, right, and the like directions. The server can display the matrix file of the three-dimensional image through the electronic equipment. For example, the server may send a matrix file of the three-dimensional image to a computer web page side, a mobile side, and a mobile side application program, so as to display the three-dimensional image.
Optionally, when the electronic device receives the three-dimensional image corresponding to the second image sent by the server, the three-dimensional image may be displayed in the display page. The three-dimensional image may be displayed according to the following possible implementations: and when the electronic equipment receives the three-dimensional image corresponding to the second image sent by the server, the electronic equipment adds a first control in the display page. The first control is used for displaying a three-dimensional image. When the user clicks the first control, the electronic equipment responds to a first operation instruction of clicking the first control, and the three-dimensional image is displayed in the display page. The first operation instruction may be an instruction to click the first control.
Optionally, when the electronic device receives the three-dimensional image corresponding to the second image sent by the server, the three-dimensional image may be stored in a storage SIM card of the electronic device, so as to save a storage space of the electronic device.
Next, the process of displaying a three-dimensional image by the electronic device is described in detail with reference to fig. 5.
Fig. 5 is a schematic diagram of a process of displaying a three-dimensional image according to an embodiment of the present application. Please refer to fig. 5, which includes a server and an electronic device. The server sends the three-dimensional image to the electronic device. When the electronic device receives the three-dimensional image sent by the server, a "display" icon can be generated in the display page.
Referring to fig. 5, when the user clicks the "display" icon in the display page, the electronic device displays the three-dimensional image sent by the server in the display page in response to the click operation on the "display" icon, and the three-dimensional image can rotate according to the operation of the user, so as to comprehensively display the information of the water cup.
The embodiment of the application provides an image processing method, which is applied to electronic equipment, wherein a Subscriber Identity Module (SIM) card is arranged in the electronic equipment, and a three-dimensional image conversion model is arranged in the SIM card. Responding to the three-dimensional image conversion operation of the first object, acquiring at least one first image corresponding to the first object, storing the first images in the SIM card, acquiring the shooting angle of each first image when the number of the first images is more than 1, and generating a second image according to the shooting angle and the first image corresponding to the shooting angle. When the electronic equipment generates a second image, a three-dimensional image conversion request is sent to the server, wherein the three-dimensional image conversion request comprises the second image, the server generates a three-dimensional image corresponding to the second image according to the second image, and the three-dimensional image is sent to the electronic equipment. And the electronic equipment receives the three-dimensional image corresponding to the second image sent by the server and displays the three-dimensional image. In the method, after the electronic equipment acquires the first image, the first image can be stored in the storage SIM card, so that the storage space of the electronic equipment is saved, when the number of the first images is greater than 1, the electronic equipment can process a plurality of first images to obtain a simple 3D image, the efficiency of generating the three-dimensional image by the server can be improved, and when the electronic equipment receives the three-dimensional image sent by the server, the three-dimensional image can be displayed in the display page, so that a user can comprehensively know the information of the first object according to the three-dimensional image, and the effect of displaying the first object is further improved.
The image processing method is further described below with reference to fig. 6 on the basis of the embodiment shown in fig. 2.
Fig. 6 is a schematic flowchart of another image processing method according to an embodiment of the present application. Please refer to fig. 6, which includes:
s601, responding to the three-dimensional image conversion operation of the first object, and acquiring at least one first image corresponding to the first object.
The first image is a two-dimensional image.
It should be noted that the execution process of S601 may refer to the execution process of S201, and is not described herein again.
S602, storing at least one first image in a SIM card of the electronic equipment.
Optionally, when the electronic device acquires the plurality of first images corresponding to the first object, the electronic device may store the plurality of first images in the SIM card, and the SIM card of the electronic device is a storage SIM card, so that a large storage space is provided, and an internal storage space of the electronic device may be saved.
S603, at least one first image is obtained from the SIM card, and the at least one first image is processed through the three-dimensional image conversion model to obtain a second image.
When the electronic device processes the at least one first image through the three-dimensional image conversion model, the electronic device may obtain, in the SIM card, the at least one first image corresponding to the first object.
It should be noted that the execution process of S603 may refer to the execution process of S202, and details are not repeated here.
And S604, sending a three-dimensional image conversion request to a server.
The three-dimensional image conversion request includes the second image.
It should be noted that the execution process of S604 may refer to the execution process of S203, and is not described herein again.
And S605, receiving the three-dimensional image corresponding to the second image sent by the server, and displaying the three-dimensional image.
It should be noted that the execution process of S605 may refer to the execution process of S204, and is not described herein again.
And S606, responding to a second operation instruction for closing the three-dimensional image, closing the three-dimensional image in the display page, and deleting the image information corresponding to the first object in the SIM card.
The second operation instruction is used for closing the three-dimensional image in the display page. For example, when the display page of the electronic device displays the three-dimensional image, if the electronic device receives the second operation instruction, the electronic device closes the displayed three-dimensional image.
Optionally, when the display page of the electronic device displays the three-dimensional image, the electronic device may generate a second control, where the second control is used to control the three-dimensional image to be closed. When the user clicks on the second image, the electronic device may close the three-dimensional image in the display page.
Optionally, when the electronic device closes the three-dimensional image, the electronic device may delete the image information corresponding to the first object stored in the SIM card. For example, when the electronic device closes the three-dimensional image in the display page, the electronic device may delete the three-dimensional image stored in the SIM card, and the first image and the second image corresponding to the first object. Therefore, the storage space in the SIM card can be released, so that three-dimensional images of other commodities can be generated conveniently, and the storage space in the SIM card is saved.
The embodiment of the application provides an image processing method, which is applied to electronic equipment, wherein a Subscriber Identity Module (SIM) card is arranged in the electronic equipment, and a three-dimensional image conversion model is arranged in the SIM card. Responding to the three-dimensional image conversion operation of the first object, acquiring at least one first image corresponding to the first object, storing the at least one first image in a SIM card of the electronic equipment, and acquiring the at least one first image in the SIM card. Processing at least one first image through a three-dimensional image conversion model to obtain a second image, sending a three-dimensional image conversion request to a server, wherein the three-dimensional image conversion request comprises the second image, receiving the three-dimensional image corresponding to the second image sent by the server, displaying the three-dimensional image, responding to a second operation instruction for closing the three-dimensional image, closing the three-dimensional image in a display page, and deleting image information corresponding to the first object in a user identification card. In the method, after the electronic equipment acquires the first image, the first image can be stored in the storage SIM card, and when the electronic equipment closes the three-dimensional image, the electronic equipment can delete the image information corresponding to the first object in the SIM card, so that the storage space of the electronic equipment is saved.
On the basis of any of the above embodiments, the following describes in detail the procedure of the above image processing method by way of example with reference to fig. 7.
Fig. 7 is a process schematic diagram of an image processing method according to an embodiment of the present application. Please refer to fig. 7, which includes a server and an electronic device. The display page of the electronic equipment comprises a conversion control, and the electronic equipment can receive a signal of three-dimensional image conversion operation according to the conversion control. When a user browses the water cup, the user clicks the conversion control, the electronic equipment receives a signal of three-dimensional image conversion operation, acquires a main view of the water cup, a top view of the water cup and a left view of the water cup in real time, and stores the main view of the water cup, the top view of the water cup and the left view of the water cup in the SIM card.
Referring to fig. 7, the electronic device may obtain a front view of the cup, a top view of the cup, and a left view of the cup in the SIM card. The electronic equipment determines the image depth of each element of the water cup in the first image in the blank image according to the first image and the shooting angle corresponding to the first image, fills the first object in the blank image according to the image depth, and further obtains a second image comprising the water cup, wherein the second image comprises partial three-dimensional information of the water cup.
Referring to fig. 7, the electronic device sends a three-dimensional image conversion request to the server, where the three-dimensional image conversion request includes a second image of the cup. And when the server receives the second image of the water cup, processing the second image of the water cup according to the preset model to obtain a complete three-dimensional image corresponding to the water cup, and sending the three-dimensional image to the electronic equipment.
Referring to fig. 7, when the electronic device receives the three-dimensional image sent by the server, the electronic device may display the three-dimensional image of the cup sent by the server in the display page in response to an operation of displaying the three-dimensional image, and may change a display angle of the cup in the three-dimensional image by a rotation operation of the user. Therefore, when a user browses commodities, the information of the commodities can be comprehensively acquired according to the three-dimensional images of the commodities, and the display effect of the commodities is further improved.
Fig. 8 is a schematic structural diagram of an image processing apparatus according to an embodiment of the present application. The image processing apparatus 10 may be provided in an electronic device. Referring to fig. 8, the image processing apparatus 10 may include a response module 11, a processing module 12, a sending module 13, and a receiving module 14, wherein:
the response module 11 is configured to, in response to a three-dimensional image conversion operation on a first object, obtain at least one first image corresponding to the first object, where the first image is a two-dimensional image;
the processing module 12 is configured to process the at least one first image through the three-dimensional image conversion model to obtain a second image;
the sending module 13 is configured to send a three-dimensional image conversion request to a server, where the three-dimensional image conversion request includes the second image;
the receiving module 14 is configured to receive the three-dimensional image corresponding to the second image sent by the server, and display the three-dimensional image.
In a possible implementation, the processing module 12 is specifically configured to:
acquiring a first number of the first images;
and processing the at least one first image through the three-dimensional image conversion model according to the first number to obtain the second image.
In a possible implementation, the processing module 12 is specifically configured to:
determining the first image as the second image through the three-dimensional image conversion model when the first number is 1;
and when the first number is larger than 1, acquiring a shooting angle corresponding to each first image through the three-dimensional image conversion model, and generating the second image according to the shooting angle and the first image corresponding to the shooting angle, wherein the shooting angle is used for indicating an angle when the first object is shot.
In a possible implementation, the processing module 12 is specifically configured to:
acquiring position information of a first object in a preset image according to the shooting angle and a first image corresponding to the shooting angle, wherein the position information is used for indicating the position of the first object in the preset image;
and determining the second image according to the position information and the preset image.
The image processing apparatus provided in the embodiment of the present application may execute the technical solutions shown in the foregoing method embodiments, and the implementation principles and beneficial effects thereof are similar, and are not described herein again.
The image processing apparatus shown in the embodiment of the present application may be a chip, a hardware module, a processor, and the like. Of course, the image processing apparatus may have other forms, and the embodiment of the present application is not particularly limited thereto.
Fig. 9 is a schematic structural diagram of another image processing apparatus according to an embodiment of the present application. In addition to the image processing apparatus shown in fig. 8, referring to fig. 9, the image processing apparatus 10 further includes a storage module 15, where the storage module 15 is configured to:
storing the at least one first image in a SIM card of the electronic equipment;
processing the at least one first image through the three-dimensional image conversion model to obtain a second image, including:
acquiring the at least one first image in the SIM card;
and processing the at least one first image through the three-dimensional image conversion model to obtain a second image.
In a possible implementation, the receiving module 14 is specifically configured to:
adding a first control in a display page, wherein the first control is used for displaying the three-dimensional image;
and responding to a first operation instruction of clicking the first control, and displaying the three-dimensional image in the display page.
In a possible implementation, the apparatus further includes a deletion module 16, where the deletion module 16 is configured to:
and in response to a second operation instruction for closing the three-dimensional image, closing the three-dimensional image in the display page, and deleting the image information corresponding to the first object in the SIM.
The image processing apparatus provided in the embodiment of the present application may execute the technical solutions shown in the foregoing method embodiments, and the implementation principles and beneficial effects thereof are similar, and are not described herein again.
The image processing apparatus shown in the embodiment of the present application may be a chip, a hardware module, a processor, and the like. Of course, the image processing apparatus may have other forms, and the embodiment of the present application is not particularly limited thereto.
Fig. 10 is a schematic diagram of a hardware structure of an image processing apparatus provided in the present application. Referring to fig. 10, the image processing apparatus 20 may include: a processor 21 and a memory 22, wherein the processor 21 and the memory 22 may communicate; illustratively, the processor 21 and the memory 22 communicate via a communication bus 23, the memory 22 being configured to store program instructions, and the processor 21 being configured to call the program instructions in the memory to perform the image processing method shown in any of the above-described method embodiments.
Optionally, the image processing device 20 may further comprise a communication interface, which may comprise a transmitter and/or a receiver.
Optionally, the Processor may be a Central Processing Unit (CPU), or may be another general-purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), or the like. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like. The steps of a method disclosed in connection with the present application may be embodied directly in a hardware processor, or in a combination of the hardware and software modules in the processor.
A readable storage medium having a computer program stored thereon; the computer program is for implementing the image processing method as described in any of the embodiments above.
The embodiment of the application provides a computer program product, which comprises instructions, and when the instructions are executed, the instructions cause a computer to execute the image processing method.
All or a portion of the steps of implementing the above-described method embodiments may be performed by hardware associated with program instructions. The aforementioned program may be stored in a readable memory. When executed, the program performs steps comprising the method embodiments described above; and the aforementioned memory (storage medium) includes: read-only memory (ROM), RAM, flash memory, hard disk, solid state disk, magnetic tape (magnetic tape), floppy disk (flexible disk), optical disk (optical disk), and any combination thereof.
Embodiments of the present application are described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processing unit of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processing unit of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
It will be apparent to those skilled in the art that various changes and modifications may be made in the embodiments of the present application without departing from the spirit and scope of the application. Thus, if such modifications and variations of the embodiments of the present application fall within the scope of the claims of the present application and their equivalents, the present application is also intended to encompass such modifications and variations.
In the present application, the terms "include" and variations thereof may refer to non-limiting inclusions; the term "or" and variations thereof may mean "and/or". The terms "first," "second," and the like in this application are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. In the present application, "a plurality" means two or more. "and/or" describes the association relationship of the associated objects, meaning that there may be three relationships, e.g., a and/or B, which may mean: a exists alone, A and B exist simultaneously, and B exists alone. The character "/" generally indicates that the former and latter associated objects are in an "or" relationship.

Claims (11)

1. An image processing method is characterized in that an electronic device is applied, a Subscriber Identity Module (SIM) card is arranged in the electronic device, a three-dimensional image conversion model is arranged in the SIM card, and the method comprises the following steps:
responding to three-dimensional image conversion operation on a first object, and acquiring at least one first image corresponding to the first object, wherein the first image is a two-dimensional image;
processing the at least one first image through the three-dimensional image conversion model to obtain a second image;
sending a three-dimensional image conversion request to a server, wherein the three-dimensional image conversion request comprises the second image;
and receiving the three-dimensional image corresponding to the second image sent by the server, and displaying the three-dimensional image.
2. The method of claim 1, wherein processing the at least one first image through the three-dimensional image conversion model to obtain a second image comprises:
acquiring a first number of the first images;
and processing the at least one first image through the three-dimensional image conversion model according to the first number to obtain the second image.
3. The method of claim 2, wherein processing the at least one first image through the three-dimensional image conversion model according to the first number to obtain the second image comprises:
determining the first image as the second image through the three-dimensional image conversion model when the first number is 1;
and when the first number is larger than 1, acquiring a shooting angle corresponding to each first image through the three-dimensional image conversion model, and generating the second image according to the shooting angle and the first image corresponding to the shooting angle, wherein the shooting angle is used for indicating an angle when the first object is shot.
4. The method of claim 3, wherein determining the second image from the shooting angle and the first image corresponding to the shooting angle comprises:
acquiring position information of a first object in a preset image according to the shooting angle and a first image corresponding to the shooting angle, wherein the position information is used for indicating the position of the first object in the preset image;
and determining the second image according to the position information and the preset image.
5. The method of any of claims 1-4, wherein after acquiring the at least one first image corresponding to the first object, the method further comprises:
storing the at least one first image in a SIM card of the electronic equipment;
processing the at least one first image through the three-dimensional image conversion model to obtain a second image, including:
acquiring the at least one first image in the SIM card;
and processing the at least one first image through the three-dimensional image conversion model to obtain a second image.
6. The method of any of claims 1-4, wherein displaying the three-dimensional image comprises:
adding a first control in a display page, wherein the first control is used for displaying the three-dimensional image;
and responding to a first operation instruction of clicking the first control, and displaying the three-dimensional image in the display page.
7. The method according to claim 5, wherein after receiving the three-dimensional image corresponding to the second image sent by the server and displaying the three-dimensional image, the method further comprises:
and in response to a second operation instruction for closing the three-dimensional image, closing the three-dimensional image in the display page, and deleting the image information corresponding to the first object in the SIM.
8. An image processing apparatus, characterized in that an electronic device is applied, a Subscriber Identity Module (SIM) card is arranged in the electronic device, a three-dimensional image conversion model is arranged in the SIM card, the apparatus comprises a response module, a processing module, a sending module and a receiving module, wherein:
the response module is used for responding to three-dimensional image conversion operation of a first object and acquiring at least one first image corresponding to the first object, wherein the first image is a two-dimensional image;
the processing module is used for processing the at least one first image through the three-dimensional image conversion model to obtain a second image;
the sending module is used for sending a three-dimensional image conversion request to a server, wherein the three-dimensional image conversion request comprises the second image;
the receiving module is used for receiving the three-dimensional image corresponding to the second image sent by the server and displaying the three-dimensional image.
9. An image processing apparatus characterized by comprising: a processor and a memory;
the memory is used for storing a computer program;
the processor is configured to execute the computer program stored in the memory to implement the image processing method according to any one of claims 1 to 7.
10. A readable storage medium, characterized in that a device control program is stored thereon, which when executed by a processor, implements the image processing method according to any one of claims 1 to 7.
11. A computer program product comprising a computer program, characterized in that the computer program, when being executed by a processor, carries out the image processing method according to any one of claims 1 to 7.
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