CN110930467A - Image processing method, electronic device and readable storage medium - Google Patents
Image processing method, electronic device and readable storage medium Download PDFInfo
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- CN110930467A CN110930467A CN201911134122.9A CN201911134122A CN110930467A CN 110930467 A CN110930467 A CN 110930467A CN 201911134122 A CN201911134122 A CN 201911134122A CN 110930467 A CN110930467 A CN 110930467A
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Abstract
The embodiment of the invention provides an image processing method, electronic equipment and a readable storage medium. In other words, in the embodiment of the present invention, the image adjustment parameter is determined based on the device parameter of the electronic device, and then the image to be processed is adjusted according to the image adjustment parameter, so that the target image after the adjustment of the image to be processed can be better matched with the performance of the electronic device, and further, the storage requirement of the user can be better met.
Description
Technical Field
The present invention relates to the field of image processing technologies, and in particular, to an image processing method, an electronic device, and a readable storage medium.
Background
With the development of high-resolution image acquisition equipment, the quality of images which can be acquired at present is higher and higher, the storage space occupied by the images is larger and larger, and the contradiction between a large amount of image data and the limited storage space is more and more prominent, so that how to reduce the storage space occupied by the images is of great significance.
At present, a common practice is to adopt a specific image compression algorithm to transform image data according to a certain rule, reduce redundant information in the image data, and express an image with as few bits as possible, thereby reducing a storage space occupied by the image. Currently, the mainstream image compression algorithms include Joint Photographic Experts Group (JPEG) algorithm, JPEG2000 algorithm, and image compression algorithm based on wavelet transform.
However, the image compression algorithms are considered from the image, and the storage space occupied by the compressed image is still large, which is difficult to satisfy the storage requirement of the user.
Disclosure of Invention
The embodiment of the invention provides an image processing method, electronic equipment and a readable storage medium, which aim to solve the technical problem that the storage requirement of a user is difficult to meet by only adopting a compression algorithm to compress an image in the prior art.
In a first aspect, an embodiment of the present invention provides an image processing method applied to an electronic device, where the method includes:
acquiring an image to be processed;
acquiring equipment parameters of the electronic equipment, and determining image adjustment parameters according to the equipment parameters;
and adjusting the image to be processed according to the image adjusting parameters.
In one possible design, the acquiring the image to be processed includes:
receiving a storage indication, wherein the storage indication is used for indicating to store the image;
and when the storage space occupied by the storage image indicated by the storage indication is larger than a preset storage threshold value, acquiring the storage image indicated by the storage indication as the image to be processed.
In one possible design, the acquiring the image to be processed includes:
detecting an image sending operation;
and when the storage space occupied by the image sent by the image sending operation is larger than a preset storage threshold value, acquiring the image sent by the image sending operation as the image to be processed.
In one possible design, the device parameter includes a display parameter of a display screen of the electronic device, and the determining the image adjustment parameter according to the device parameter includes:
and determining the image adjusting parameters according to the display parameters of the display screen.
In a possible design, the adjusting the image to be processed according to the image adjustment parameter further includes:
acquiring image adjustment parameters input into the electronic equipment;
and adjusting the image to be processed according to the image adjustment parameters input into the electronic equipment.
In a possible design, the adjusting the image to be processed according to the image adjustment parameter further includes:
acquiring an image adjusting parameter selected by the electronic equipment in a pre-configured image adjusting parameter list;
and adjusting the image to be processed according to the selected image adjusting parameter.
In one possible design, the image adjustment parameter includes at least one of: target resolution, target display size, target image format, target image quality, target storage space size, target pixel size.
In one possible design, the adjusting the image to be processed includes:
one or more of the following processes are carried out on the image to be processed:
converting the image format of the image to be processed into the target image format;
adjusting the image quality of the image to be processed to the target image quality;
adjusting the resolution of the image to be processed to the target resolution;
adjusting the display size of the image to be processed to the target display size;
adjusting the size of the storage space of the image to be processed to the size of the target storage space;
and adjusting the size of the image pixel of the image to be processed to the size of the target pixel.
In a second aspect, an embodiment of the present invention provides an electronic device, including: at least one processor and memory;
the memory stores computer-executable instructions;
the at least one processor executes computer-executable instructions stored by the memory, causing the at least one processor to perform the image processing method as provided by the first aspect.
In a third aspect, an embodiment of the present invention provides a computer-readable storage medium, where computer-executable instructions are stored, and when a processor executes the computer-executable instructions, the image processing method as provided in the first aspect is implemented.
The image processing method, the electronic device and the readable storage medium provided by the embodiment of the invention firstly acquire the image to be processed and the device parameters of the electronic device, determine the image adjustment parameters according to the device parameters, and then adjust the image to be processed according to the image adjustment parameters to obtain the target image. In other words, in the embodiment of the present invention, the image adjustment parameter is determined based on the device parameter of the electronic device, and then the image to be processed is adjusted according to the image adjustment parameter, so that the target image after the adjustment of the image to be processed can be better matched with the performance of the electronic device, and further, the storage requirement of the user can be better met.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
Fig. 1 is a first schematic flowchart of an image processing method according to an embodiment of the present invention;
FIG. 2 is a second flowchart illustrating an image processing method according to an embodiment of the present invention;
fig. 3 is a third schematic flowchart of an image processing method according to an embodiment of the present invention;
fig. 4 is a first scene schematic diagram illustrating an image adjustment parameter obtained in the image processing method according to the embodiment of the present invention;
fig. 5 is a second schematic view of a scene where an image adjustment parameter is obtained in the image processing method according to the embodiment of the present invention;
fig. 6 is a schematic diagram of a hardware structure of an electronic device according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The image processing method provided by the embodiment of the invention is applied to the electronic equipment, and the electronic equipment can be any one of various mobile or portable computer system equipment. Such as a mobile or smart phone, a portable gaming device, a laptop computer, a PDA (Personal Digital Assistant), a portable internet appliance, a music player, and a data storage device, other wearable devices, such as a smart watch.
According to the image processing method, the image to be processed is firstly acquired, the equipment parameters of the electronic equipment are acquired, the image adjusting parameters are determined according to the equipment parameters, and then the image to be processed is adjusted according to the image adjusting parameters to obtain the target image. In other words, in the embodiment of the present invention, the image adjustment parameter is determined based on the device parameter of the electronic device, and then the image to be processed is adjusted according to the image adjustment parameter, so that the target image after the adjustment of the image to be processed can be better matched with the performance of the electronic device, and further, the storage requirement of the user can be better met.
Referring to fig. 1, fig. 1 is a schematic flow chart of an image processing method according to an embodiment of the present invention, where an execution subject of the embodiment is an electronic device, the method includes:
and S101, acquiring an image to be processed.
In the embodiment of the invention, the image of the electronic equipment in a specific use scene can be determined as the image to be processed. For example, when a user takes a picture using a camera of the electronic device, the taken picture is determined as an image to be processed; or, after the user downloads the image from the website or the application program, determining the downloaded image as the image to be processed; for another example, when the user sends or uploads an image to other devices, the image to be sent or to be uploaded by the user is determined as the image to be processed.
S102, acquiring equipment parameters of the electronic equipment, and determining image adjustment parameters according to the equipment parameters.
In the embodiment of the invention, the device parameters of the electronic device can be fully considered when the image processing is carried out, and the device parameters comprise hardware parameters and software parameters of the electronic device. The hardware parameters may include resolution, size, and size of a memory remaining storage space of a display screen of the electronic device; the software parameters may include image formats and the like that the electronic device may recognize.
Optionally, the image adjustment parameter includes at least one of the following parameters: target resolution, target display size, target image format, target image quality, target storage space size, target pixel size.
Wherein, the target resolution may be the same as or smaller than the resolution of the display screen of the electronic device. Generally, the higher the resolution of an image, the more storage space the image occupies.
The target display size may be the same as the display size of the display screen of the electronic device or may be smaller than the display size of the display screen of the electronic device. Wherein, the larger the display size of the image is, the larger the storage space occupied by the image is.
The target image format is one of a plurality of image formats, and the same image occupies different storage spaces under different image formats. In this embodiment, the target image format is an image format that occupies the minimum storage space among all image formats supported by the electronic device. Illustratively, the target image format may be in a webp format.
The image quality is related to parameters such as hue, saturation, brightness and picture blurriness of the image, the better the image quality is, the larger the storage space occupied by the image is, and the target image quality can be the same as the highest image quality capable of being displayed by the electronic equipment.
In addition, when the remaining storage space of the electronic device is small, the target storage space size may be set to a small value to store more images while ensuring the image display content as much as possible.
Similarly, the target pixel size may be set to a smaller value to store more images while ensuring the image display content as much as possible.
S103, adjusting the image to be processed according to the image adjusting parameters.
It can be understood that, for the same image, when the image corresponds to different image parameters, the storage space occupied by the image will also be different, so that the purpose of adjusting the storage space occupied by the image to be processed can be achieved by adjusting the image parameters of the image to be processed.
For example, assuming that the image adjustment parameter is a target resolution, if the target resolution is smaller than the resolution of the image to be processed, if the resolution of the image to be processed is adjusted to the target resolution, the resolution of the image to be processed is reduced, so that the purpose of reducing the storage space occupied by the image to be processed can be achieved.
The image processing method provided by the embodiment of the invention comprises the following steps: the method comprises the steps of firstly obtaining an image to be processed and obtaining equipment parameters of electronic equipment, determining image adjustment parameters according to the equipment parameters, and then adjusting the image to be processed according to the image adjustment parameters to obtain a target image. In other words, in the embodiment of the present invention, the image adjustment parameter is determined based on the device parameter of the electronic device, and then the image to be processed is adjusted according to the image adjustment parameter, so that the target image after the adjustment of the image to be processed can be better matched with the performance of the electronic device, and further, the storage requirement of the user can be better met.
Further, based on the content described in the foregoing embodiment, referring to fig. 2, fig. 2 is a second flowchart of the image processing method provided in the embodiment of the present invention, and in a feasible embodiment of the present invention, the determining the to-be-processed image in step S101 specifically includes:
s201, receiving a storage instruction, wherein the storage instruction is used for instructing to store the image.
S202, when the storage space occupied by the storage image indicated by the storage indication is larger than a preset storage threshold value, acquiring the storage image indicated by the storage indication as the image to be processed.
The storage instruction is triggered by the electronic equipment in use scenes such as taking a picture, downloading the picture from a website, storing the picture in the application program to the local and the like. When the electronic equipment receives the storage instruction, whether the storage space occupied by the storage image indicated by the storage instruction is larger than a preset storage threshold value is judged, if so, the storage image indicated by the storage instruction is determined to be the image to be processed, and otherwise, the storage instruction is ignored.
That is, in the embodiment of the present invention, when the storage space occupied by the storage image indicated by the received storage instruction is greater than the preset storage threshold, the storage image indicated by the storage instruction is determined as the image to be processed, and then the steps S102 and S103 are continuously performed, so as to reduce the storage space occupied by the image stored in the electronic device.
Further, based on the content described in the foregoing embodiment, referring to fig. 3, fig. 3 is a third flowchart of an image processing method provided in the embodiment of the present invention, and in another feasible embodiment of the present invention, the determining a to-be-processed image in step S101 specifically includes:
s301, detecting image sending operation.
S302, when the storage space occupied by the image sent by the image sending operation is larger than a preset storage threshold value, acquiring the image sent by the image sending operation as the image to be processed.
When detecting that the electronic equipment sends or uploads any image through the network, judging whether the storage space occupied by the currently sent or uploaded image is larger than a preset storage threshold value, if so, determining that the currently sent or uploaded image is an image to be processed, otherwise, ignoring the image sending operation.
That is, in the embodiment of the present invention, when it is detected that the storage space occupied by the image sent by the image sending operation in the electronic device is greater than the preset storage threshold, the image sent by the image sending operation is determined as the image to be processed, and then the above steps S102 and S103 are continuously performed, so as to reduce the storage space occupied by the image sent by the image sending operation, thereby helping the user to save the transmission traffic and shorten the transmission time.
Further, based on the content described in the foregoing embodiment, in a possible embodiment of the present invention, the adjusting the image to be processed according to the image adjusting parameter in step S103 specifically includes:
one or more of the following processes are performed on the image to be processed:
converting the image format of the image to be processed into a target image format;
adjusting the image quality of the image to be processed to the target image quality;
adjusting the resolution of the image to be processed to a target resolution;
adjusting the display size of the image to be processed to a target display size;
adjusting the size of the storage space of the image to be processed to the size of the target storage space;
and adjusting the size of the image pixel of the image to be processed to the size of the target pixel.
In order to better understand the embodiment of the present invention, a mobile phone photographing function is taken as an example for description: at present, the format of a photo taken by a mobile phone is generally a Joint Photographic Experts Group (JPEG) format, generally, the storage space occupied by each taken photo is about 5M, and if the mobile phone determines that the photo is a photo to be processed, when the above-mentioned image processing method is adopted: the first step can convert the format of the photo into a webp format, adjust the image quality of the photo to a default value of 40, and the second step reduces the resolution of the photo to be the same as the resolution of a mobile phone screen. Wherein, for the same picture, the storage space occupied under the webp format is only about two thirds under the JPEG format. After the two steps of operations are completed, the storage space occupied by the generated target photo can be reduced to about 10% of the storage space occupied by the original photo to the maximum extent, so that the occupation of the storage space of the mobile phone of the user can be remarkably reduced.
Further, based on the content described in the foregoing embodiment, in a possible embodiment of the present invention, the device parameter includes a display parameter of a display screen of the electronic device, and the determining the image adjustment parameter according to the device parameter in step S102 includes:
and determining image adjustment parameters according to the display parameters of the display screen of the electronic equipment.
The display parameters of the display screen include screen resolution and size of the display screen.
In the embodiment of the present invention, when the screen resolution and the size of the display screen of the electronic device are small (e.g., smaller than the resolution threshold and the size threshold, respectively), the screen resolution and the size of the display screen may be directly determined as the target resolution and the target display size in the image adjustment parameters.
When the screen resolution and the size of the display screen of the electronic device are large (e.g., greater than a resolution threshold and a size threshold, respectively), the image adjustment parameters may be determined according to the display parameters of the display screen, where a target resolution and a target display size in the determined image adjustment parameters may be smaller than the screen resolution and the size of the display screen.
The image processing method provided by the embodiment of the invention is suitable for electronic equipment with relatively low display configuration, for example, a camera of a certain mobile phone is configured relatively high, the resolution size of a shot generated picture is 4608x3456 by default, but the resolution of a display screen is lower, 1080x2100, if the resolution of the picture is reduced to the resolution of the mobile phone screen, the storage space occupied by the picture is reduced by about 70%, and no difference exists in the visual sense of a user.
In addition, in a feasible embodiment of the present invention, the adjusting method for the image to be processed according to the image adjusting parameter in step S103 may further include:
and acquiring image adjustment parameters input into the electronic equipment, and adjusting the image to be processed according to the image adjustment parameters input into the electronic equipment.
Namely, in the embodiment of the present invention, after the image to be processed is determined, a preset entry box may be displayed on the display interface, and then the image adjustment parameter input by the user in the entry box is directly received.
For better understanding of the embodiment of the present invention, referring to fig. 4, fig. 4 is a first schematic view of a scene where an image adjustment parameter is obtained in the image processing method provided by the embodiment of the present invention. In fig. 4, assuming that the image adjustment parameter is a resolution, after it is determined that the image to be processed 11 exists in the electronic device 10, a resolution entry box is displayed on a display interface of the electronic device, and then the resolution input by the user in the entry box is received as the image adjustment parameter.
In addition, in another possible embodiment of the present invention, the adjusting method for the image to be processed according to the image adjusting parameter in step S103 may further include:
acquiring an image adjustment parameter selected by the electronic equipment in a pre-configured image adjustment parameter list; and adjusting the image to be processed according to the selected image adjusting parameters.
That is, in the embodiment of the present invention, after determining the image to be processed, a preset adjustment parameter selection page may be displayed on the display interface, where the adjustment parameter selection page includes a plurality of preset image adjustment parameter samples for selection by a user, and the electronic device receives a selection operation of the user and then acquires the image adjustment parameter according to the received selection operation.
For better understanding of the embodiment of the present invention, referring to fig. 5, fig. 5 is a schematic view of a scene two for acquiring an image adjustment parameter in the image processing method provided by the embodiment of the present invention. In fig. 5, similarly, assuming that the image adjustment parameter is a resolution, after it is determined that the image 11 to be processed exists in the electronic device 10, a resolution selection page is displayed on a display interface of the electronic device, where the resolution selection page includes a resolution a, a resolution B, and a resolution C for a user to select, and then the electronic device receives a selection operation of the user and acquires the image adjustment parameter according to the received selection operation.
In addition, in another possible embodiment of the present invention, the image adjustment parameter may be pre-configured.
Specifically, the image adjustment parameters may be configured for the electronic device in advance based on the display parameters of the display screen of the electronic device and/or the input operation of the user, and then the configured image adjustment parameters may be stored in the electronic device. After the electronic device determines the image to be processed, the image adjustment parameters pre-stored in the electronic device can be directly acquired to adjust the image parameters of the image to be processed.
Further, an embodiment of the present invention further provides an electronic device, including: at least one processor and memory; the memory stores computer-executable instructions; at least one processor executes computer execution instructions stored in the memory, so that the at least one processor executes the technical solutions of the embodiments corresponding to the image processing method, which have similar implementation principles and technical effects, and this embodiment is not described herein again.
For better understanding of the embodiment of the present invention, referring to fig. 6, fig. 6 is a schematic diagram of a hardware structure of an electronic device according to the embodiment of the present invention. As shown in fig. 6, the electronic device 60 of the present embodiment includes: a processor 601 and a memory 602; wherein:
a memory 602 for storing computer-executable instructions.
The processor 601 is configured to execute computer-executable instructions stored in the memory to implement the steps corresponding to the image processing method in the foregoing embodiments. Reference may be made in particular to the relevant description in the embodiments of the image processing method described above.
Alternatively, the memory 602 may be separate or integrated with the processor 601.
When the memory 602 is separately provided, the mobile terminal 60 further includes a bus 603 for connecting the memory 702 and the processor 601.
The embodiment of the present invention further provides a computer-readable storage medium, in which computer-executable instructions are stored, and when a processor executes the computer-executable instructions, the image processing method as described above is implemented.
In the embodiments provided in the present invention, it should be understood that the disclosed apparatus and method may be implemented in other ways. For example, the above-described device embodiments are merely illustrative, and for example, the division of the modules is only one logical division, and other divisions may be realized in practice, for example, a plurality of modules may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or modules, and may be in an electrical, mechanical or other form.
The modules described as separate parts may or may not be physically separate, and parts displayed as modules may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment.
In addition, functional modules in the embodiments of the present invention may be integrated into one processing unit, or each module may exist alone physically, or two or more modules are integrated into one unit. The unit formed by the modules can be realized in a hardware form, and can also be realized in a form of hardware and a software functional unit.
The integrated module implemented in the form of a software functional module may be stored in a computer-readable storage medium. The software functional module is stored in a storage medium and includes several instructions for enabling a computer device (which may be a personal computer, a server, or a network device) or a processor (processor) to execute some steps of the methods according to the embodiments of the present application.
It should be understood that the Processor may be a Central Processing Unit (CPU), other general purpose Processor, a Digital Signal Processor (DSP), an 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 invention may be embodied directly in a hardware processor, or in a combination of the hardware and software modules within the processor.
The memory may comprise a high-speed RAM memory, and may further comprise a non-volatile storage NVM, such as at least one disk memory, and may also be a usb disk, a removable hard disk, a read-only memory, a magnetic or optical disk, etc.
The bus may be an Industry Standard Architecture (ISA) bus, a Peripheral Component Interconnect (PCI) bus, an Extended ISA (EISA) bus, or the like. The bus may be divided into an address bus, a data bus, a control bus, etc. For ease of illustration, the buses in the figures of the present application are not limited to only one bus or one type of bus.
The storage medium may be implemented by any type or combination of volatile or non-volatile memory devices, such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disks. A storage media may be any available media that can be accessed by a general purpose or special purpose computer.
An exemplary storage medium is coupled to the processor such the processor can read information from, and write information to, the storage medium. Of course, the storage medium may also be integral to the processor. The processor and the storage medium may reside in an Application Specific Integrated Circuits (ASIC). Of course, the processor and the storage medium may reside as discrete components in an electronic device or host device.
Those of ordinary skill in the art will understand that: all or a portion of the steps of implementing the above-described method embodiments may be performed by hardware associated with program instructions. The program may be stored in a computer-readable storage medium. When executed, the program performs steps comprising the method embodiments described above; and the aforementioned storage medium includes: various media that can store program codes, such as ROM, RAM, magnetic or optical disks.
Finally, it should be noted that: the above embodiments are only used to illustrate the technical solution of the present invention, and not to limit the same; while the invention has been described in detail and with reference to the foregoing embodiments, it will be understood by those skilled in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some or all of the technical features may be equivalently replaced; and the modifications or the substitutions do not make the essence of the corresponding technical solutions depart from the scope of the technical solutions of the embodiments of the present invention.
Claims (10)
1. An image processing method applied to an electronic device, the method comprising:
acquiring an image to be processed;
acquiring equipment parameters of the electronic equipment, and determining image adjustment parameters according to the equipment parameters;
and adjusting the image to be processed according to the image adjusting parameters.
2. The method of claim 1, wherein the acquiring the image to be processed comprises:
receiving a storage indication, wherein the storage indication is used for indicating to store the image;
and when the storage space occupied by the storage image indicated by the storage indication is larger than a preset storage threshold value, acquiring the storage image indicated by the storage indication as the image to be processed.
3. The method of claim 1, wherein the acquiring the image to be processed comprises:
detecting an image sending operation;
and when the storage space occupied by the image sent by the image sending operation is larger than a preset storage threshold value, acquiring the image sent by the image sending operation as the image to be processed.
4. The method of claim 1, wherein the device parameter comprises a display parameter of a display screen of the electronic device, and wherein determining the image adjustment parameter according to the device parameter comprises:
and determining the image adjusting parameters according to the display parameters of the display screen.
5. The method according to claim 1, wherein the adjusting the image to be processed according to the image adjustment parameter further comprises:
acquiring image adjustment parameters input into the electronic equipment;
and adjusting the image to be processed according to the image adjustment parameters input into the electronic equipment.
6. The method according to claim 1, wherein the adjusting the image to be processed according to the image adjustment parameter further comprises:
acquiring an image adjusting parameter selected by the electronic equipment in a pre-configured image adjusting parameter list;
and adjusting the image to be processed according to the selected image adjusting parameter.
7. The method of claim 1, wherein the image adjustment parameters comprise at least one of: target resolution, target display size, target image format, target image quality, target storage space size, target pixel size.
8. The method of claim 7, wherein the adjusting the image to be processed comprises:
one or more of the following processes are carried out on the image to be processed:
converting the image format of the image to be processed into the target image format;
adjusting the image quality of the image to be processed to the target image quality;
adjusting the resolution of the image to be processed to the target resolution;
adjusting the display size of the image to be processed to the target display size;
adjusting the size of the storage space of the image to be processed to the size of the target storage space;
and adjusting the size of the image pixel of the image to be processed to the size of the target pixel.
9. An electronic device, comprising: at least one processor and memory;
the memory stores computer-executable instructions;
the at least one processor executing the computer-executable instructions stored by the memory causes the at least one processor to perform the image processing method of any of claims 1 to 8.
10. A computer-readable storage medium having stored thereon computer-executable instructions which, when executed by a processor, implement the image processing method according to any one of claims 1 to 8.
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| CN111836052A (en) * | 2020-07-06 | 2020-10-27 | Oppo广东移动通信有限公司 | Image compression method, image compression device, electronic equipment and storage medium |
| CN111836052B (en) * | 2020-07-06 | 2022-11-15 | Oppo广东移动通信有限公司 | Image compression method, image compression device, electronic equipment and storage medium |
| CN112925597A (en) * | 2021-02-26 | 2021-06-08 | 联想(北京)有限公司 | Control method, device, equipment and computer readable storage medium |
| CN113255644A (en) * | 2021-05-10 | 2021-08-13 | 青岛海信移动通信技术股份有限公司 | Display device and image recognition method thereof |
| CN113255644B (en) * | 2021-05-10 | 2023-01-17 | 青岛海信移动通信技术股份有限公司 | Display device and image recognition method thereof |
| CN113891015A (en) * | 2021-09-16 | 2022-01-04 | 平安养老保险股份有限公司 | Image processing method and device based on artificial intelligence and computer equipment |
| CN113934500A (en) * | 2021-11-03 | 2022-01-14 | 杭州逗酷软件科技有限公司 | Rendering method, rendering device, storage medium and electronic equipment |
| CN116107535A (en) * | 2022-12-26 | 2023-05-12 | 深圳市长丰影像器材有限公司 | Method, system, equipment and storage medium for displaying image of microphone |
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