CN113077306B - Image processing method, device and equipment - Google Patents
Image processing method, device and equipment Download PDFInfo
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- CN113077306B CN113077306B CN202110317679.7A CN202110317679A CN113077306B CN 113077306 B CN113077306 B CN 113077306B CN 202110317679 A CN202110317679 A CN 202110317679A CN 113077306 B CN113077306 B CN 113077306B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0641—Shopping interfaces
- G06Q30/0643—Graphical representation of items or shoppers
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
Abstract
The embodiment of the application provides an image processing method, an image processing device and image processing equipment, and an application electronic device, wherein 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 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; processing the at least one first image through the three-dimensional image conversion model to obtain a second image; transmitting 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
Technical Field
The present disclosure relates to the field of image processing technologies, and in particular, to an image processing method, apparatus, and device.
Background
When a user purchases goods on the internet, a merchant needs to provide the user with an image of the goods so that the user can know the details of the goods.
Currently, commodities are displayed to users in a planar image mode, and users can know information of the commodities through the planar image of the commodities, for example, the users can acquire shapes, colors, sizes and the like of the commodities through the image. However, the plane image of the commodity only can display information on one side of the commodity, and a user cannot know all information of the commodity through the plane image of the commodity, so that the commodity display effect is poor.
Disclosure of Invention
The main object of the present application is to provide an image processing method, apparatus and device, which are used for solving the technical problem of poor commodity display effect in the prior art.
In a first aspect, an embodiment of the present application provides an image processing method, applied to an electronic device, where a SIM card is provided in the electronic device, and a three-dimensional image conversion model is provided in the SIM card, the method includes:
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;
processing the at least one first image through the three-dimensional image conversion model to obtain a second image;
transmitting 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 one possible implementation manner, the processing the at least one first image through 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 quantity to obtain the second image.
In a possible implementation manner, according to the first number, the processing the at least one first image through the three-dimensional image conversion model to obtain the second image includes:
determining the first image as the second image by the three-dimensional image transformation model when the first number is 1;
when the first number is greater than 1, acquiring a shooting angle corresponding to each first image through the three-dimensional image conversion model, and generating a second image according to the shooting angle and the first images corresponding to the shooting angles, wherein the shooting angle is used for indicating an angle when shooting the first object.
In one possible implementation manner, 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 one possible implementation manner, 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 device;
processing the at least one first image through the three-dimensional image conversion model to obtain a second image, wherein the processing comprises the following steps:
acquiring the at least one first image from 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 implementation, displaying the three-dimensional image includes:
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 one possible implementation manner, after receiving the three-dimensional image corresponding to the second image sent by the server and displaying the three-dimensional image, the method further includes:
and responding to a second operation instruction for closing the three-dimensional image, closing the three-dimensional image in the display page, and deleting 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, which applies to an electronic device, where a subscriber identity module SIM card is provided in the electronic device, and a three-dimensional image conversion model is provided in the SIM card, where the apparatus includes a response module, a processing module, a sending module, and a receiving module, and the method includes:
the response module is used for responding to three-dimensional image conversion operation of a first object and obtaining 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 manner, 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 quantity to obtain the second image.
In a possible implementation manner, the processing module is specifically configured to:
determining the first image as the second image by the three-dimensional image transformation model when the first number is 1;
when the first number is greater than 1, acquiring a shooting angle corresponding to each first image through the three-dimensional image conversion model, and generating a second image according to the shooting angle and the first images corresponding to the shooting angles, wherein the shooting angle is used for indicating an angle when shooting the first object.
In a possible implementation manner, 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 embodiment, the apparatus further comprises a storage module for:
storing the at least one first image in a SIM card of the electronic device;
processing the at least one first image through the three-dimensional image conversion model to obtain a second image, wherein the processing comprises the following steps:
acquiring the at least one first image from 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 manner, 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 one possible implementation manner, the apparatus further includes a deletion module, where the deletion module is configured to:
and responding to a second operation instruction for closing the three-dimensional image, closing the three-dimensional image in the display page, and deleting 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 of the first aspects, and a communication interface.
In a fourth aspect, embodiments of the present application provide a readable storage medium having a computer program stored thereon; the computer program is for implementing the image processing method according to any one of the first aspects.
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 as claimed in 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. Responding to three-dimensional image conversion operation of a first object, 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 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, 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 user can combine a plurality of two-dimensional images of the first object to generate the second image and send the second image to the server, and when the server receives the second image, the server processes the second image to obtain the three-dimensional image corresponding to the second image and sends the three-dimensional image to the electronic equipment, and the user can comprehensively know the information of the first object according to the three-dimensional image, so that the display effect of the first object is 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 flow chart 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 for generating a second image according to an embodiment of the present disclosure;
FIG. 5 is a schematic diagram of a process for displaying a three-dimensional image according to an embodiment of the present disclosure;
fig. 6 is a 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 the image processing apparatus provided in the present application.
Detailed Description
Reference will now be made in detail to exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numbers in different drawings refer to the same or similar elements, unless otherwise indicated. The implementations described in the following exemplary examples are not representative of all implementations consistent with the present application. Rather, they are merely examples of apparatus and methods consistent with some aspects of the present application as detailed in the accompanying 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 one … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
For ease of understanding, concepts related to the embodiments of the present application will be described first.
Electronic equipment: is a device with wireless receiving and transmitting function. The electronic device may be deployed on land, including indoors or outdoors, hand-held, wearable, or vehicle-mounted; can also be deployed on the water surface (such as ships, etc.); but may also be deployed in the air (e.g., on aircraft, balloon, satellite, etc.). The electronic device may be a mobile phone (mobile phone), a tablet (Pad), a computer with wireless transceiving function, a Virtual Reality (VR) electronic device, an augmented reality (augmented reality, AR) electronic device, a wireless terminal in industrial control (industrial control), a vehicle-mounted electronic device, a wireless terminal in unmanned 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 security (transportation safety), a wireless electronic device in smart city, a wireless electronic device in smart home (smart home), a wearable electronic device, etc. 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, or a UE apparatus, etc. The electronic device may also be stationary or mobile.
Three-dimensional (3D) image conversion model: a model of the 3D image may be generated. 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 clear 3D image. Alternatively, the three-dimensional image conversion model may convert a simple 3D image into a 3D model. For example, the 3D image conversion model may generate a 3D model of the commodity according to a simple 3D image, and the user may comprehensively acquire information of the commodity by rotating the 3D model.
Subscriber identity module (Subscriber Identity Module, SIM): the identity card held by the mobile subscriber of the global mobile communication system can be a memory SIM card with larger memory space. For example, a memory SIM card is a combination of a memory card and a SIM card, the memory space of the SIM card is 128K, and the memory space in the memory SIM card may be 128G.
In the related art, goods are presented to a user in a planar image manner, and the user can know information of the goods through the planar image of the goods. For example, a user can acquire information such as the shape, color, size, etc. of a commodity through an image of the commodity. However, the plane image of the commodity only displays information on one side of the commodity, and the user cannot know all information of the commodity through the plane image of the commodity. For example, the front view of the commodity can only show information on the front side of the commodity, and information on the side of the commodity needs to be determined by other commodity images. Resulting in poor merchandise display.
In order to solve the technical problem of poor commodity display effect in the related art, the embodiment of the application provides an image processing method, which is applied to electronic equipment, wherein an SIM card with a large storage space (the SIM card with the storage space of 128 GB) is arranged in the electronic equipment, a three-dimensional image conversion model is arranged in the SIM card, when a user browses images of commodities, the electronic equipment can acquire a plurality of two-dimensional images corresponding to the commodities 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 can display the three-dimensional image corresponding to the commodity on the display line surface in response to the operation of displaying the three-dimensional image. Therefore, when a user browses the two-dimensional images of the commodity, the electronic equipment can display the three-dimensional images corresponding to the commodity, and the user can comprehensively know the information of the commodity according to the three-dimensional images, so that the commodity display effect is improved.
An application scenario to which the embodiments of the present application are applicable 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 device 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, the electronic device may process the first image to obtain a second image, and send the second image to a server. 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 a user browses the image of the water cup, although the image of the water cup displayed by the merchant is a two-dimensional image, the user can acquire the three-dimensional image of the water cup in the display page of the electronic equipment, so that the user can comprehensively acquire the information of the water cup, and the effect of the water cup during display is improved.
The technical scheme shown in the application is described in detail through specific embodiments. It should be noted that the following embodiments may exist alone or in combination with each other, and for the same or similar content, the description will not be repeated in different embodiments.
Fig. 2 is a flowchart of an image processing method according to an embodiment of the present application. Referring to fig. 2, the method may include:
s201, at least one first image corresponding to a first object is acquired in response to three-dimensional image conversion operation on the first object.
The execution body of the embodiment of the present application may be an electronic device, or may 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 a three-dimensional image conversion model is arranged in the SIM card. The SIM card may be a memory SIM card. For example, the electronic device includes a SIM card with a storage space of 128G, and since the storage space for storing the SIM card is large, a three-dimensional image conversion model may be set in the storage SIM card.
Optionally, when the user inserts the storage SIM card provided 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 inserted with the storage SIM card provided with the three-dimensional image conversion model may display the three-dimensional image, and if not, the electronic device inserted with the storage SIM card provided with the three-dimensional image conversion model may not 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 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 a 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 all 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 the first object. For example, when the electronic device receives a signal of the 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 an image browsed by the user, the plurality of objects may be determined as the first object. For example, if the image acquired by the electronic device includes a cup and a garment, the first object may be the cup and the garment.
Optionally, the electronic device may acquire the first image corresponding to the first object in real time. For example, when a user browses the water cup by using the mobile phone, the electronic device can acquire all pictures including the water cup browsed by the user in real time.
Next, a process of the electronic device in response to the three-dimensional image conversion operation will be described in detail with reference to fig. 3.
Fig. 3 is a schematic diagram of a process for responding to a three-dimensional image conversion 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 signals of three-dimensional image conversion operation according to the conversion control.
Referring to fig. 3, when a user browses a cup, the user clicks a conversion control, and the electronic device receives a signal of 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 a SIM card.
S202, processing at least one first image through a three-dimensional image conversion model to obtain a second image.
Alternatively, the second image may be a simple 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, so as to obtain a simple 3D image including the first object.
The second image may be obtained according to the following possible 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 1 image including the cup is acquired by the electronic device, the first number of the first images is 1; if the images including the water cup are 3 images acquired by the electronic equipment, 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, where two cases are as follows:
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 greater than 1, acquiring the shooting angle corresponding to each first image through the three-dimensional image conversion model. Wherein the photographing angle is used to indicate an angle at which the first subject 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 simple 3D image.
Alternatively, the second image may be obtained according to the following possible 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 each portion of the first object in the preset image. For example, when the first object is a cup, the positional 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 images of the plurality of shooting angles corresponding to the first object may obtain the image depth of the element of the first object in the preset image. For example, each element of the front portion of the first object may be determined by a front view of the first object and a left view of the first image, an image depth in the preset image.
And determining a second image according to the position information and the preset image. For example, according to the position information of the first object in the preset image, each element of the first object may be filled in the blank 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 a 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 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 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 acquire 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, a process of the electronic device obtaining the second image from the plurality of first images when the first number is greater than 1 will be described in detail with reference to fig. 4.
Fig. 4 is a schematic diagram of a process for generating a second image according to an embodiment of the present application. Please refer to fig. 4, which includes an electronic device. The electronic device may obtain 3 first images corresponding to the first object (cup) in the SIM card. Wherein the first image comprises 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 water 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, so as to obtain a second image including the water cup, wherein the second image includes part of three-dimensional information of the water cup.
S203, sending a three-dimensional image conversion request to a server.
The three-dimensional image conversion request includes a second image. 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 transmits 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 transmitted 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 a user clicks the control, the electronic device may send the three-dimensional image conversion request to the server in response to the 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 images sent to the server by the electronic equipment are two-dimensional first images. The server may generate the second image according to the following possible implementations: 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 further, two-dimensional images of other shooting angles of the first object may be acquired in a 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 through software for converting a 3D image by using a planar image according to 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 acquire a plurality of two-dimensional images corresponding to the first object in the second image, and further 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 simple 3D image.
When the number of the first images corresponding to the first object is greater than 1, the second images sent to the server by the electronic equipment are simple 3D images. The server may generate the second image according to the following possible implementations: 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 comprises a simple 3D image of the sample and a simple 3D image of the sample. The plurality of sets of samples may be pre-labeled samples. For example, for the sample simplified 3D image 1, a sample 3D image 1 corresponding to the sample simplified 3D image 1 is acquired, and a set of samples is obtained, where the set of samples includes the sample simplified 3D image 1 and the sample 3D image 1. 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 a first object corresponding to the second image according to the second image, and obtain multiple plane images corresponding to the first object by using a web crawler, and further correct the simple 3D image according to the multiple plane images corresponding to the first object, so as to obtain a three-dimensional image corresponding to the second image, which can improve accuracy and definition of the three-dimensional image.
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 acquiring the three-dimensional image can be improved, and the display effect of the first object is further improved.
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 files by using unstructured databases, where data in each matrix file is stored by 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 generating a matrix file of a three-dimensional image, the server may store the matrix file through an unstructured database, and for eight orientations of position information for each matrix file, may store through a structured database, each of which includes coordinates of the matrix file in the X-axis, Y-axis, and Z-axis. Alternatively, the eight orientations may be position information in the up, down, left, right, and the like directions of the image represented by the matrix file of the three-dimensional image. The server can display the matrix file of the three-dimensional image through the electronic device. For example, the server may send a matrix file of the three-dimensional image to the computer web page end, the mobile end, and the mobile end 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: 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 the three-dimensional image. And 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 of clicking 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, a process of displaying a three-dimensional image by the electronic device will be described in detail with reference to fig. 5.
Fig. 5 is a schematic diagram of a process for 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 transmits 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 a user clicks a "display" icon in a display page, the electronic device responds to the clicking operation of the "display" icon to display a three-dimensional image sent by a server in the display page, and the three-dimensional image can rotate according to the operation of the user, so that the information of the water cup is comprehensively displayed.
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. And responding to 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 greater 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 the second image, a three-dimensional image conversion request is sent to the server, wherein the three-dimensional image conversion request comprises the second image, and 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. 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 device acquires the first images, the first images can be stored in the storage SIM card, so that the storage space of the electronic device is saved, when the number of the first images is larger than 1, the electronic device can process the plurality of first images to obtain simple 3D images, the efficiency of generating the three-dimensional images by the server can be improved, and when the electronic device receives the three-dimensional images sent by the server, the three-dimensional images 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 images, and further the display effect of the first object is improved.
The above-described 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 flowchart of another image processing method according to an embodiment of the present application. Referring to fig. 6, the method includes:
s601, at least one first image corresponding to a first object is acquired in response to three-dimensional image conversion operation on 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 will not be described herein.
S602, storing at least one first image in a SIM card of the electronic equipment.
Optionally, when the electronic device obtains a plurality of first images corresponding to the first object, the electronic device may store the plurality of first images in the SIM card, and since the SIM card of the electronic device is a stored SIM card, the electronic device has a larger storage space, so that an internal storage space of the electronic device may be saved.
S603, at least one first image is acquired 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 can acquire the at least one first image corresponding to the first object in the SIM card.
It should be noted that, the execution process of S603 may refer to the execution process of S202, which is not described herein.
S604, sending a three-dimensional image conversion request to a server.
The three-dimensional image conversion request includes a second image.
It should be noted that, the execution process of S604 may refer to the execution process of S203, which is not described herein.
S605, receiving the three-dimensional image corresponding to the second image sent by the server, and displaying the three-dimensional image.
Note that, the execution of S605 may refer to the execution of S204, and will not be described here.
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 three-dimensional image is displayed on the display page of the electronic device, if the electronic device receives the second operation instruction, the electronic device closes the displayed three-dimensional image.
Optionally, when the three-dimensional image is displayed on the display page of the electronic device, 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, 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. And 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, and 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, closing the three-dimensional image in a display page in response to a second operation instruction for closing the three-dimensional image, 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, 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 further the display effect of the first object is improved.
On the basis of any one of the above embodiments, the process of the above image processing method will be described in detail below by way of example with reference to fig. 7.
Fig. 7 is a schematic process 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 signals 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 signals of three-dimensional image conversion operation, the front view of the water cup, the top view of the water cup and the left view of the water cup are obtained in real time, and meanwhile, the front view of the water cup, the top view of the water cup and the left view of the water cup are stored 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, and fills the first object in the blank image according to the image depth, so as to obtain a second image comprising the water cup, wherein the second image comprises part of three-dimensional information of the water cup.
Referring to fig. 7, the electronic device sends a three-dimensional image conversion request to the server, wherein the three-dimensional image conversion request includes a second image of the cup. When the server receives the second image of the water cup, the second image of the water cup is processed according to a preset model to obtain a complete three-dimensional image corresponding to the water cup, and the three-dimensional image is sent to the electronic equipment.
Referring to fig. 7, when the electronic device receives the three-dimensional image transmitted from the server, the electronic device may display the three-dimensional image of the water cup transmitted from 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 water cup in the three-dimensional image by a rotation operation of the user. Therefore, when a user browses the commodity, the information of the commodity can be comprehensively obtained according to the three-dimensional image of the commodity, and the display effect of the commodity 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 transmitting module 13, and a receiving module 14, wherein:
the response module 11 is configured to obtain at least one first image corresponding to a first object in response to a three-dimensional image conversion operation on 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 one 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 quantity to obtain the second image.
In one possible implementation, the processing module 12 is specifically configured to:
determining the first image as the second image by the three-dimensional image transformation model when the first number is 1;
when the first number is greater than 1, acquiring a shooting angle corresponding to each first image through the three-dimensional image conversion model, and generating a second image according to the shooting angle and the first images corresponding to the shooting angles, wherein the shooting angle is used for indicating an angle when shooting the first object.
In one 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 device provided in the embodiment of the present application may execute the technical solution shown in the foregoing method embodiment, and its implementation principle and beneficial effects are similar, and will not be described herein again.
The image processing device shown in the embodiment of the application may be a chip, a hardware module, a processor, or the like. Of course, the image processing apparatus may take other forms, which are not particularly limited in the 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. On the basis of 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 device;
processing the at least one first image through the three-dimensional image conversion model to obtain a second image, wherein the processing comprises the following steps:
Acquiring the at least one first image from 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 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 manner, the apparatus further includes a deletion module 16, where the deletion module 16 is configured to:
and responding to a second operation instruction for closing the three-dimensional image, closing the three-dimensional image in the display page, and deleting image information corresponding to the first object in the SIM.
The image processing device provided in the embodiment of the present application may execute the technical solution shown in the foregoing method embodiment, and its implementation principle and beneficial effects are similar, and will not be described herein again.
The image processing device shown in the embodiment of the application may be a chip, a hardware module, a processor, or the like. Of course, the image processing apparatus may take other forms, which are not particularly limited in the embodiment of the present application.
Fig. 10 is a schematic diagram of a hardware structure of the 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; the processor 21 and the memory 22 are in communication via a communication bus 23, said memory 22 being adapted to store program instructions, said processor 21 being adapted to invoke the program instructions in the memory for performing the image processing method as shown in any of the method embodiments described above.
Optionally, the image processing device 20 may further comprise a communication interface, which may comprise a transmitter and/or a receiver.
Alternatively, the processor may be a central processing unit (Central Processing Unit, CPU), but may also be other general purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuits (Application Specific Integrated Circuit, ASIC), etc. 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 hardware and software modules within a processor.
The present application provides a readable storage medium having a computer program stored thereon; the computer program is for implementing the image processing method according to any of the embodiments described above.
Embodiments of the present application provide a computer program product comprising instructions that, when executed, cause a computer to perform the above-described image processing method.
All or part of the steps for implementing the method embodiments described above may be performed by hardware associated with program instructions. The foregoing program may be stored in a readable memory. The program, when executed, performs steps including 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, floppy 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 flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations 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 modifications and variations can be made to 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 and the equivalents thereof, the present application is intended to encompass such modifications and variations.
In the present application, the term "include" and variations thereof may refer to non-limiting inclusion; the term "or" and variations thereof may refer to "and/or". The terms "first," "second," and the like in this application are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. In the present application, "plurality" means two or more. "and/or", describes an association relationship of an association object, and indicates that there may be three relationships, for example, a and/or B, and may indicate: a exists alone, A and B exist together, and B exists alone. The character "/" generally indicates that the context-dependent object is an "or" relationship.
Claims (10)
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, 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 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;
processing the at least one first image through the three-dimensional image conversion model to obtain a second image;
Transmitting a three-dimensional image conversion request to a server, wherein the three-dimensional image conversion request comprises the second image; the three-dimensional image conversion request is used for indicating the server to generate a three-dimensional image corresponding to the second image;
when the second image is a two-dimensional image, the step of generating the three-dimensional image corresponding to the second image by the server specifically includes: acquiring a first object corresponding to the second image, and acquiring a plurality of images corresponding to the first object, wherein the images are two-dimensional images of other shooting angles; generating a three-dimensional image corresponding to the second image according to the plurality of images corresponding to the first object;
when the second image is a simple 3D image, the step of generating the three-dimensional image corresponding to the second image by the server specifically includes: acquiring a first object corresponding to the second image, acquiring a plurality of plane images corresponding to the first object in a web crawler mode, and correcting the simple 3D image according to the plurality of plane images corresponding to the first object to obtain a three-dimensional image corresponding to 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 transformation 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 quantity to obtain the second image.
3. The method of claim 2, wherein processing the at least one first image through the three-dimensional image transformation model to obtain the second image based on the first number comprises:
determining the first image as the second image by the three-dimensional image transformation model when the first number is 1;
when the first number is greater than 1, acquiring a shooting angle corresponding to each first image through the three-dimensional image conversion model, and generating a second image according to the shooting angle and the first images corresponding to the shooting angles, wherein the shooting angle is used for indicating an angle when shooting the first object.
4. A method according to claim 3, wherein determining the second image from the photographing angle and the first image corresponding to the photographing 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 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 device;
processing the at least one first image through the three-dimensional image conversion model to obtain a second image, wherein the processing comprises the following steps:
acquiring the at least one first image from 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 of 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 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 the SIM.
8. An image processing device 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 device 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 obtaining 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 three-dimensional image conversion request is used for indicating the server to generate a three-dimensional image corresponding to the second image;
When the second image is a two-dimensional image, the step of generating the three-dimensional image corresponding to the second image by the server specifically includes: acquiring a first object corresponding to the second image, and acquiring a plurality of images corresponding to the first object, wherein the images are two-dimensional images of other shooting angles; generating a three-dimensional image corresponding to the second image according to the plurality of images corresponding to the first object;
when the second image is a simple 3D image, the step of generating the three-dimensional image corresponding to the second image by the server specifically includes: acquiring a first object corresponding to the second image, acquiring a plurality of plane images corresponding to the first object in a web crawler mode, and correcting the simple 3D image according to the plurality of plane images corresponding to the first object to obtain a three-dimensional image corresponding to 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 a 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, wherein a device control program is stored on the readable storage medium, which when executed by a processor, implements the image processing method according to any one of claims 1 to 7.
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