WO2022042679A1 - 一种图片处理方法、装置、设备及存储介质 - Google Patents

一种图片处理方法、装置、设备及存储介质 Download PDF

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Publication number
WO2022042679A1
WO2022042679A1 PCT/CN2021/114944 CN2021114944W WO2022042679A1 WO 2022042679 A1 WO2022042679 A1 WO 2022042679A1 CN 2021114944 W CN2021114944 W CN 2021114944W WO 2022042679 A1 WO2022042679 A1 WO 2022042679A1
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WO
WIPO (PCT)
Prior art keywords
image
picture
image area
processed
processing part
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
Application number
PCT/CN2021/114944
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English (en)
French (fr)
Chinese (zh)
Inventor
陈光辉
吉靖宇
邹力
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing ByteDance Network Technology Co Ltd
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Beijing ByteDance Network Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing ByteDance Network Technology Co Ltd filed Critical Beijing ByteDance Network Technology Co Ltd
Priority to JP2023513987A priority Critical patent/JP7453471B2/ja
Priority to KR1020237010651A priority patent/KR102662873B1/ko
Priority to EP21860511.1A priority patent/EP4191391A4/en
Publication of WO2022042679A1 publication Critical patent/WO2022042679A1/zh
Priority to US17/819,485 priority patent/US11941777B2/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
    • G06F3/04845—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range for image manipulation, e.g. dragging, rotation, expansion or change of colour
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
    • G06F3/04847—Interaction techniques to control parameter settings, e.g. interaction with sliders or dials
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—Two-dimensional [2D] image generation
    • G06T11/10—Texturing; Colouring; Generation of textures or colours
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—Two-dimensional [2D] image generation
    • G06T11/60—Creating or editing images; Combining images with text
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/60—Analysis of geometric attributes
    • G06T7/62—Analysis of geometric attributes of area, perimeter, diameter or volume
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/22—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
    • G06V10/225—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition based on a marking or identifier characterising the area
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161—Detection; Localisation; Normalisation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2203/00—Indexing scheme relating to G06F3/00 - G06F3/048
    • G06F2203/048—Indexing scheme relating to G06F3/048
    • G06F2203/04806—Zoom, i.e. interaction techniques or interactors for controlling the zooming operation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00—Indexing scheme for image data processing or generation, in general
    • G06T2200/24—Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20212—Image combination
    • G06T2207/20221—Image fusion; Image merging
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30196—Human being; Person
    • G06T2207/30201—Face
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management

Definitions

  • the present disclosure relates to the field of picture data processing, and in particular, to a picture processing method, apparatus, device, and storage medium.
  • the present disclosure provides a picture processing method, apparatus, device and storage medium, which can improve the efficiency of picture processing.
  • the present disclosure provides a picture processing method, the method comprising:
  • the image area is enlarged and displayed.
  • the method further includes:
  • Enlarging and displaying the image area on the image editing interface includes:
  • the image area is enlarged and displayed.
  • the picture to be processed includes at least two of the image areas; the displaying a zoom-in control for the image areas includes:
  • Enlarging and displaying the image area on the image editing interface in response to the triggering operation for the enlargement control includes:
  • the target image area corresponding to the target zoom control is enlarged and displayed; wherein, the target image area is one of the at least two image areas. any of the image areas.
  • the enlargement control has a thumbnail image corresponding to the image area, and the thumbnail image is a thumbnail image of the target processing part included in the image area.
  • the method before the image area is enlarged and displayed on the image editing interface, the method further includes:
  • Enlarging and displaying the image area on the image editing interface includes:
  • the image editing interface based on the magnification, the image area is enlarged and displayed.
  • determining the magnification corresponding to the image area based on the area ratio between the image area and the image editing interface includes:
  • the standard magnification is determined as the magnification corresponding to the image area
  • the magnification corresponding to the image area is determined according to the area ratio; The magnification is larger.
  • the method further includes:
  • the edited image is synthesized into the picture to be processed, and the synthesized picture is displayed.
  • the method before performing the target processing part detection on the to-be-processed picture in response to the image editing trigger operation, the method further includes:
  • the at least one processing part is determined as a target processing part of the picture to be processed.
  • the present disclosure provides a picture processing apparatus, the apparatus comprising:
  • a first detection module configured to detect the target processing part of the picture to be processed in response to an image editing trigger operation
  • a first determining module configured to determine the image area including the target processing part on the picture to be processed
  • the magnifying display module is used for magnifying and displaying the image area on the image editing interface.
  • the present disclosure provides a computer-readable storage medium, where instructions are stored in the computer-readable storage medium, and when the instructions are executed on a terminal device, the terminal device is made to implement the above method.
  • the present disclosure provides a device comprising: a memory, a processor, and a computer program stored on the memory and executable on the processor, when the processor executes the computer program, Implement the above method.
  • An embodiment of the present disclosure provides a picture processing method.
  • an image editing trigger operation is received, a target processing part is detected on the to-be-processed picture, then an image area including the target processing part on the to-be-processed picture is determined, and finally, the image editing On the interface, the image area is enlarged and displayed.
  • the embodiment of the present disclosure can quickly locate the target processing part on the picture to be processed when an image editing operation is triggered, and at the same time, it can be enlarged and displayed on the image editing interface, which is convenient for the user to perform image editing processing on the target processing part. To a certain extent It improves the efficiency of image processing.
  • FIG. 1 is a flowchart of a picture processing method according to an embodiment of the present disclosure
  • FIG. 2 is a flowchart of a method for processing a group photo of a group of people according to an embodiment of the present disclosure
  • FIG. 3 is a structural block diagram of a picture processing apparatus according to an embodiment of the present disclosure.
  • FIG. 4 is a structural block diagram of a picture processing device according to an embodiment of the present disclosure.
  • the user needs to manually enlarge the picture, and then find the face part by dragging and drop continuously, and then retouch the image according to the face part.
  • the present disclosure provides a picture processing method.
  • an image editing trigger operation is received, the target processing part is detected on the to-be-processed picture, and then the image area including the target processing part on the to-be-processed picture is determined.
  • the image area is enlarged and displayed. It can be seen that the embodiment of the present disclosure can quickly locate the target processing part on the picture to be processed when an image editing operation is triggered, and at the same time, it can be enlarged and displayed on the image editing interface, which is convenient for the user to perform image editing processing on the target processing part. To a certain extent It improves the efficiency of image processing.
  • an embodiment of the present disclosure provides a picture processing method.
  • a flowchart of a picture processing method provided by an embodiment of the present disclosure includes:
  • the picture to be processed may be a picture that needs to be processed on the details of the picture, for example, a picture of a person that needs to be retouched.
  • the picture to be processed may be a picture of a specific object that needs to be retouched in detail, such as an advertisement picture of a certain object.
  • pictures may have processing requirements for different details.
  • pictures of people may have processing requirements for face, legs or eyes
  • pictures of specific objects may have requirements for other specific parts.
  • details such as an advertisement image of a specific object, it is necessary to retouch the specific object on the advertisement image.
  • the target processing part corresponding to the picture to be processed may be determined based on the picture processing requirements, so that the to-be-processed picture can be processed for the target processing part subsequently.
  • the user can be provided with a variety of selectable processing parts, and the user can select at least one processing part for the picture to be processed from the selectable processing parts based on the picture processing requirements, as the to-be-processed part.
  • the target processing part corresponding to the image.
  • three optional processing parts can be provided to the user at the same time: the face part, the human leg part and the eye part. After the user selects at least one processing part for the picture to be processed, the selected processing part is used as the processing part.
  • the target processing part corresponding to the picture to be processed.
  • the target processing part corresponding to the picture to be processed may be one or multiple.
  • the corresponding target processing part may include both a human face part and a human leg part.
  • the target processing part when an image editing trigger operation is received, the target processing part may be detected on the picture to be processed. For example, when an image editing trigger operation is received, the face position of the picture to be processed is detected.
  • the target processing part on the picture to be processed is detected. For example, after the target processing part corresponding to the picture to be processed is determined, the detection of the target processing part on the picture to be processed can be triggered by clicking the image editing button.
  • the image editing operation of the picture to be processed may be triggered by determining the target processing part corresponding to the picture to be processed. For example, when the corresponding target processing part is selected for the picture to be processed and the confirmation button is triggered, the image editing operation of the picture to be processed can also be triggered at the same time.
  • the detection of the target processing part on the to-be-processed picture may be implemented based on a machine learning model.
  • a machine learning model of a face image is pre-trained, and then based on the machine learning model, the face position on the image to be processed is detected.
  • the detection of other target processing parts can also be implemented in a similar manner, which is not described in detail in this embodiment of the present disclosure.
  • S102 Determine an image area including a target processing part on the picture to be processed.
  • the position of the target processing part on the picture to be processed can be determined, and the image area including the target processing part on the picture to be processed can be further determined.
  • the image area may be the smallest rectangular area including the target treatment part.
  • the image area on the to-be-processed picture includes the target processing part
  • the image area can be highlighted on the to-be-processed picture, so that the user can intuitively understand that the areas that need to be treated.
  • the boundary of the image area may be displayed in the form of dotted lines, so as to realize the highlighted display of the image area.
  • the image area on the picture to be processed includes the target processing part
  • the image area can be enlarged and displayed on the image editing interface, so that the user can perform image editing processing on the enlarged and displayed image area.
  • the enlarged display of the image area may be triggered by double-clicking the image area on the picture to be processed.
  • the image area may be enlarged and displayed in response to a triggering operation for the enlargement control.
  • the zoomed-in display of the image area corresponding to the zoomed-in control may be triggered by clicking on the zoomed-in control.
  • the magnification of the image area to be enlarged and displayed can also be determined. Specifically, the magnification corresponding to the image area may be determined based on the area ratio between the image area and the image editing interface. Then, on the image editing interface, the image area is enlarged and displayed based on the magnification factor.
  • the area ratio between the image area and the image editing interface is determined.
  • the area ratio is greater than the preset ratio coefficient, it means that the image area occupies a larger proportion of the display screen, and the standard magnification can be determined as the magnification corresponding to the image area, and then, based on the preset magnification, the image area is enlarged.
  • the enlarged display based on the same preset magnification can realize the clear display of the target processing part in the image area, and the enlarged display can be realized.
  • the post-target processing part can meet the user's image processing requirements.
  • the problem that the target processing part in the enlarged image area may still not be displayed clearly. That is to say, even if the image area is enlarged and displayed based on the preset magnification, because the target processing part in the enlarged and displayed image area is not clearly displayed, even the enlarged display cannot meet the processing requirements of the user for the image area. .
  • the magnification corresponding to the image area can be determined according to the area ratio.
  • the embodiment of the present disclosure displays the edited image of the image area on the image editing interface, and then when receiving a display trigger operation for the image to be processed, Synthesize the edited image into the image to be processed, and display the synthesized image.
  • a display control can be set on the display interface, and after the user completes the image editing processing on the target processing part in the image area, the user can click on the display to trigger the display operation of the image to be processed, and display the image to be processed.
  • the edited image is synthesized into the to-be-processed picture, and the synthesized to-be-processed picture is displayed, so that the user can view the overall effect of the to-be-processed picture after image editing processing is performed on the target processing part.
  • the function settings of one-click restoration can improve the overall picture processing efficiency.
  • the embodiment of the present disclosure when an image editing trigger operation is received, the target processing part is detected on the to-be-processed image, and then the image area including the target processing part on the to-be-processed image is determined, and finally, on the image editing interface , the image area is enlarged and displayed. It can be seen that the embodiment of the present disclosure can quickly locate the target processing part on the picture to be processed when an image editing operation is triggered, and at the same time, it can be enlarged and displayed on the image editing interface, which is convenient for the user to perform image editing processing on the target processing part. To a certain extent It improves the efficiency of image processing.
  • FIG. 2 a flowchart of a method for processing a group photo of a group of people provided by an embodiment of the present disclosure, wherein the method includes:
  • S201 Determine a face position as a target processing position corresponding to a group photo of multiple people.
  • the face position is determined as the target processing part corresponding to the group photo of multiple people, so that the user can perform retouching processing on the faces in the group photo of multiple people.
  • the target processing part may be one type or multiple types. Specifically, when a user's selection operation for at least one treatment part among multiple treatment parts is received, the at least one treatment part may be determined as the target treatment part of the group photo of multiple people, for example, the at least one treatment part Including the human face and human legs.
  • each face position in a group photo of multiple people can be detected, and specifically, the face position detection can be realized by using a face recognition model.
  • a detection operation for the face position can be triggered, so as to detect the faces on the group photo of multiple people.
  • S203 Determine an image area including a human face on the group photo of multiple people, and display a zoom-in control for each image area respectively.
  • the position of each face in the group photo of multiple people can be determined, and an image area can be determined for each face.
  • the to-be-processed picture includes 3 faces
  • the embodiment of the present disclosure may generate an enlargement control for the image area, which is used to trigger the A magnified display of the area.
  • corresponding magnification controls may be generated for each image area, wherein each magnification control is used to trigger and The enlargement control has enlarged display of the corresponding image area, and realizes the enlarged display of the image area, that is, the enlarged display of the target processing part included in the image area.
  • a thumbnail can be set for each magnification control.
  • the thumbnail of the target processing part included in the image area corresponding to each magnification control can be used as the Zoom in on the thumbnail of the control.
  • the display pattern on the enlargement control is the thumbnail image of the target treatment part included in the image area corresponding to the enlargement control. Based on the displayed thumbnails, it is possible to more accurately trigger the enlarged display of the image area that needs to be processed on the group photo of multiple people.
  • a zoom control can be generated for each image area. Specifically, after any image area on the multi-person group photo picture is selected, the enlarged display of the selected image area can be triggered by clicking on the enlargement control.
  • the image area corresponding to each face may be the smallest rectangular area including the face.
  • S204 In response to the triggering operation for the target zoom control, on the image editing interface, perform zoomed display on the target image area corresponding to the target zoom control; wherein, the target image area is one of the at least two image areas. of any of the image regions.
  • the target image area is one of the at least two image areas. of any of the image regions.
  • S205 In response to an image editing operation for the image area, display the edited image of the image area on the image editing interface;
  • the user can perform image editing operations on the image area, such as retouching the details of the human face, adjusting the overall color, etc., and then on the image editing interface Displays the edited image corresponding to the image area.
  • the embodiment of the present disclosure can trigger the display operation of the multi-person group photo, such as clicking the restore button, etc., to trigger the synthesis of the edited image into the original picture, so as to realize the restoration and display of the multi-person group photo triggered by one key, and improve the Image processing efficiency.
  • the present disclosure adopts one-click operation. Trigger the enlarged display of the image area, and one-click trigger to synthesize the edited image area into the original image to view the overall effect, which is convenient for users to complete the effect processing of the group photo of multiple people.
  • the image part corresponding to each face in the multi-person group photo picture can be determined, thereby realizing fast face location.
  • a picture processing apparatus provided in an embodiment of the present disclosure includes:
  • the first detection module 301 is configured to detect the target processing part of the picture to be processed in response to an image editing trigger operation
  • a first determining module 302 configured to determine the image area including the target processing part on the picture to be processed
  • the magnifying display module 303 is used for magnifying and displaying the image area on the image editing interface.
  • the device further includes:
  • a first display module configured to display a zoom-in control for the image area
  • the enlarged display module is specifically used for:
  • the image area is enlarged and displayed.
  • the picture to be processed includes at least two of the image areas
  • the first display module is specifically configured to display the zoom controls corresponding to the at least two image regions respectively;
  • the enlarged display module 303 is specifically used for:
  • the target image area corresponding to the target zoom control is enlarged and displayed; wherein, the target image area is one of the at least two image areas. any of the image areas.
  • the enlargement control has a thumbnail image corresponding to the image area, and the thumbnail image is a thumbnail image of the target processing part included in the image area.
  • the device further includes:
  • a third determining module configured to determine the magnification corresponding to the image area based on the area ratio between the image area and the image editing interface
  • the enlarged display module is specifically used for:
  • the image editing interface based on the magnification, the image area is enlarged and displayed.
  • the third determining module includes:
  • a first determining submodule configured to determine a preset magnification as the magnification corresponding to the image area when the area ratio between the image area and the image editing interface is greater than a preset scale factor
  • the second determination submodule is configured to determine the magnification corresponding to the image area according to the area ratio when the area ratio between the image area and the image editing interface is not greater than the preset scale factor; wherein, the The smaller the area ratio, the greater the magnification.
  • the device further includes:
  • a second display module configured to display the edited image of the image area on the image editing interface in response to an image editing operation for the image area
  • a third display module configured to synthesize the edited image into the to-be-processed picture in response to a display triggering operation for the to-be-processed picture, and display the synthesized picture.
  • the device further includes:
  • the fourth determining module is configured to, in response to a selection operation for at least one processing part among the multiple processing parts, determine the at least one processing part as the target processing part of the picture to be processed.
  • the embodiment of the present disclosure when an image editing trigger operation is received, the target processing part is detected on the to-be-processed image, and then the image area including the target processing part on the to-be-processed image is determined, and finally, on the image editing interface , the image area is enlarged and displayed. It can be seen that the embodiment of the present disclosure can quickly locate the target processing part on the picture to be processed when an image editing operation is triggered, and at the same time, it can be enlarged and displayed on the image editing interface, which is convenient for the user to perform image editing processing on the target processing part. It improves the efficiency of image processing.
  • an embodiment of the present disclosure also provides a picture processing device, as shown in FIG. 4 , which may include:
  • Processor 401 memory 402 , input device 403 and output device 404 .
  • the number of processors 401 in the image processing device may be one or more, and one processor is taken as an example in FIG. 4 .
  • the processor 401 , the memory 402 , the input device 403 , and the output device 404 may be connected by a bus or in other ways, wherein the connection by a bus is taken as an example in FIG. 4 .
  • the memory 402 can be used to store software programs and modules, and the processor 401 executes various functional applications and data processing of the image processing apparatus by running the software programs and modules stored in the memory 402 .
  • the memory 402 may mainly include a stored program area and a stored data area, wherein the stored program area may store an operating system, an application program required for at least one function, and the like. Additionally, memory 402 may include high-speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid state storage device.
  • the input device 403 can be used to receive input numerical or character information, and generate signal input related to user settings and function control of the picture processing apparatus.
  • the processor 401 loads the executable files corresponding to the processes of one or more application programs into the memory 402 according to the following instructions, and the processor 401 executes the executable files stored in the memory 402 application, so as to realize various functions of the above picture processing device.

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  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Human Computer Interaction (AREA)
  • Computer Vision & Pattern Recognition (AREA)
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  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
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  • Editing Of Facsimile Originals (AREA)
PCT/CN2021/114944 2020-08-31 2021-08-27 一种图片处理方法、装置、设备及存储介质 Ceased WO2022042679A1 (zh)

Priority Applications (4)

Application Number Priority Date Filing Date Title
JP2023513987A JP7453471B2 (ja) 2020-08-31 2021-08-27 ピクチャ処理方法、装置、デバイス及び記憶媒体
KR1020237010651A KR102662873B1 (ko) 2020-08-31 2021-08-27 픽처 처리 방법 및 장치, 디바이스 및 저장 매체
EP21860511.1A EP4191391A4 (en) 2020-08-31 2021-08-27 IMAGE PROCESSING METHOD AND APPARATUS, DEVICE AND STORAGE MEDIUM
US17/819,485 US11941777B2 (en) 2020-08-31 2022-08-12 Picture enlargement method and apparatus, device, and storage medium

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN202010899327.2A CN112035038B (zh) 2020-08-31 2020-08-31 一种图片处理方法、装置、设备及存储介质
CN202010899327.2 2020-08-31

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