WO2016188185A1 - Photo processing method and apparatus - Google Patents

Photo processing method and apparatus Download PDF

Info

Publication number
WO2016188185A1
WO2016188185A1 PCT/CN2016/076003 CN2016076003W WO2016188185A1 WO 2016188185 A1 WO2016188185 A1 WO 2016188185A1 CN 2016076003 W CN2016076003 W CN 2016076003W WO 2016188185 A1 WO2016188185 A1 WO 2016188185A1
Authority
WO
WIPO (PCT)
Prior art keywords
photo
processed
image
object image
predetermined
Prior art date
Application number
PCT/CN2016/076003
Other languages
French (fr)
Chinese (zh)
Inventor
庞宁
崔静
Original Assignee
中兴通讯股份有限公司
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 中兴通讯股份有限公司 filed Critical 中兴通讯股份有限公司
Publication of WO2016188185A1 publication Critical patent/WO2016188185A1/en

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/80Camera processing pipelines; Components thereof
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N5/00Details of television systems
    • H04N5/222Studio circuitry; Studio devices; Studio equipment
    • H04N5/262Studio circuits, e.g. for mixing, switching-over, change of character of image, other special effects ; Cameras specially adapted for the electronic generation of special effects

Definitions

  • the present invention relates to the field of communications, and in particular to a photo processing method and apparatus.
  • the photo taking of the attraction is an important scene for the user to take photos with the mobile phone, and there are many tourists in the scenic spot, and the photos taken on the photos are often accidentally taken into the screen by the stranger, which becomes a major pain point for the user to take photos with the mobile phone.
  • the mobile phone after taking a photo with a mobile phone, the mobile phone cannot be used to take pictures of the stranger after the photo is taken, and only through the special software of the later stage, such as Mito Xiuxiu, photoshop, and The image of the stranger that needs to be removed is selected artificially, and the image of the stranger can be removed through the combination of the map and the picture, the processing period is long, and the user experience is low.
  • the present invention provides a photo processing method and apparatus for solving at least the problem of requiring manual intervention in the related art, resulting in an inability to eliminate irrelevant images in a photo in time, and having a low user experience.
  • a photo processing method includes: identifying a predetermined object image in a photo to be processed; erasing other object images in the to-be-processed photo, wherein the other object image is the An object image of the same type as the predetermined object image other than the identified predetermined object image; and a repair process of the to-be-processed photo from which the other object image is erased.
  • the identifying the predetermined object image in the to-be-processed photo includes: identifying the predetermined object image in the to-be-processed photo according to a pre-saved first photo; or, by scanning the predetermined object image The manner of predetermining the object identifies the predetermined object image in the photo to be processed.
  • identifying the predetermined object image in the to-be-processed photo according to the first photo includes: calling the first photo saved in advance; and displaying an object image in the first photo with the to-be-processed The image of the object in the photo is compared one by one; and the image of the object in the to-be-processed image whose image similarity with the object image in the first photo is greater than or equal to a predetermined value is determined as the predetermined object image.
  • performing a repair process on the to-be-processed photo of the other object image including at least one of: performing a repair process on the to-be-processed photo of the other object image that is erased according to the pre-saved second photo, Wherein said The second photo includes a background image other than the object image in the to-be-processed photo; and the repairing process is performed on the photo to be processed according to the image around the other object image in the to-be-processed photo.
  • performing a repair process on the to-be-processed photo of the other object image that is erased according to the second photo saved in advance includes: acquiring the other object in the second photo and the photo to be processed a background image corresponding to the position of the image; filling a background image corresponding to the position of the other object image in the second photo to a position in the to-be-processed photo where the other object image is erased.
  • a photo processing apparatus comprising: an identification module configured to identify a predetermined object image in a photo to be processed; an erasing module configured to erase other objects in the photo to be processed An image, wherein the other object image is an object image of the same type as the predetermined object image other than the identified predetermined object image; the processing module is configured to erase the other object image The pending photos are repaired.
  • the identification module includes: an identification unit configured to identify the predetermined object image in the to-be-processed photo according to a first photo saved in advance; or by scanning a predetermined object corresponding to the predetermined object image The manner identifies the predetermined object image in the to-be-processed photo.
  • the identifying unit includes: an calling subunit configured to call the first photo saved in advance; and a comparison subunit configured to image the object in the first photo and the photo in the to-be-processed photo The object image is compared one by one; the determining subunit is configured to determine that the object image in the photo to be processed that is similar to the object image in the first photo is greater than or equal to a predetermined value is the predetermined object image.
  • the processing module includes at least one of: a first processing unit configured to perform a repair process on the to-be-processed photo of the other object image that is erased according to the second photo saved in advance, where The second photo includes a background image other than the object image in the to-be-processed photo; the second processing unit is configured to repair the to-be-processed photo according to the image around the other object image in the to-be-processed photo deal with.
  • the first processing unit includes: an acquiring subunit, configured to acquire a background image corresponding to a position of the other object image in the to-be-processed photo in the second photo; filling a subunit, setting Filling a background image corresponding to the position of the other object image in the second photo into the to-be-processed photo to erase the position of the other object image.
  • the present invention identifying a predetermined object image in the photo to be processed; erasing other object images in the to-be-processed photo, wherein the other object image is the predetermined object image in the photo to be processed An object image of the same type as the predetermined object image; and a repair process of the to-be-processed image from which the other object image is erased.
  • the invention solves the problem that the manual technology requires manual intervention, which can not eliminate the irrelevant images in the photo in time, and the user experience is low, thereby realizing that the terminal intelligently recognizes and eliminates irrelevant images in the photos after the photographing is completed, thereby improving the photo processing efficiency. To improve the user experience.
  • FIG. 1 is a flow chart of a photo processing method according to an embodiment of the present invention.
  • FIG. 2 is a block diagram showing the structure of a photo processing apparatus according to an embodiment of the present invention.
  • FIG. 3 is a structural block diagram of an identification module 22 in a photo processing apparatus according to an embodiment of the present invention.
  • FIG. 4 is a block diagram showing the structure of an identification unit 32 in a photo processing apparatus according to an embodiment of the present invention.
  • FIG. 5 is a structural block diagram of a processing module 26 in a photo processing apparatus according to an embodiment of the present invention.
  • FIG. 6 is a structural block diagram of a first processing unit 52 in a photo processing apparatus according to an embodiment of the present invention.
  • FIG. 7 is an overall flow chart of photo restoration according to an embodiment of the present invention.
  • FIG. 8 is a flow chart of a preset reference portrait in accordance with an embodiment of the present invention.
  • FIG. 9 is a flow chart showing the complete operation of a user taking a photo of a place of interest according to an embodiment of the present invention.
  • FIG. 1 is a flowchart of a photo processing method according to an embodiment of the present invention. As shown in FIG. 1, the flow includes the following steps:
  • Step S102 identifying a predetermined object image in the photo to be processed
  • Step S104 erasing other object images in the to-be-processed photo, wherein the other object image is an object image of the same to the predetermined object image except the recognized predetermined object image in the to-be-processed photo;
  • Step S106 performing repair processing on the to-be-processed photo on which the other object image is erased.
  • the operation may be a terminal, and the foregoing operation may be an operation performed before the photo is saved after the terminal is photographed.
  • the object image that needs to be retained is intelligently recognized, and other irrelevant images are erased.
  • No manual intervention is required, so that the image that the user desires to exist is intelligently retained, and the above processing flow can be directly performed in the terminal, so that the photo can be saved without using the special retouching software for rewriting the photo.
  • Time solves the problem that the related technology needs manual intervention, which can not eliminate the irrelevant images in the photo in time, and the user experience is low, and then realizes that the terminal intelligently recognizes and eliminates irrelevant images in the photos after the photographing is completed, and improves the photos. Process efficiency and improve the user experience.
  • identifying the predetermined object image in the to-be-processed photo includes: pre-preserving The first photo identifies a predetermined object image in the photo to be processed.
  • a predetermined number of the predetermined object images that need to be retained may be photographed in advance, so that after the subsequent photographing, the predetermined object image in the photographs of the subsequent photographs may be identified by using the photographs taken in advance to improve the recognition of the image of the predetermined object.
  • the manner of acquiring the first photo saved in advance may be other methods, in addition to being photographed by the terminal itself, or may be a photo transmitted by another terminal received, or may be a downloaded photo, etc. .
  • the predetermined object image in the to-be-processed photo may be identified by scanning a predetermined object corresponding to the predetermined object image.
  • the scanning function in the terminal may be triggered as needed to determine by scanning a predetermined object. An image of the object is predetermined, thereby identifying a predetermined object image in the photo to be processed based on the image of the predetermined object determined by the scan.
  • identifying the predetermined object image in the to-be-processed photo according to the first photo includes: calling the pre-saved first photo; and the object image in the first photo and the object image in the to-be-processed photo Performing a one-to-one comparison; determining that the image of the object in the to-be-processed image that is similar to the object image in the first photo above is greater than or equal to a predetermined value is a predetermined object image.
  • the face recognition algorithm can be used for comparison, and the character appearance feature recognition algorithm can also be used for comparison, or other methods can be used for comparison.
  • the repairing process of the to-be-processed photo that erases the image of the other object includes at least one of: performing a to-be-processed photo on which the other object image is erased according to the pre-saved second photo.
  • a repair process wherein the second photo includes a background image other than the object image in the photo to be processed. That is, before the predetermined object image and the background image are photographed, a photograph of a predetermined number of background images may be separately photographed, so that when the photograph is restored, the photograph image may be repaired using the background image photographed in advance, thereby improving the repair accuracy.
  • It is also possible to perform a repair process on the image to be processed according to the image around the image of the other object in the photo to be processed, that is, the background image at the position to be repaired can be estimated from the surrounding image, thereby performing the filling.
  • the repairing the to-be-processed photo of the other object image that is erased according to the second photo saved in advance includes: acquiring the image of the other object in the second photo and the image to be processed a background image corresponding to the position; filling a background image corresponding to the position of the other object image in the second photo to a position in the image to be processed that erases the image of the other object. This will give you the ideal single-person photo.
  • the method according to the above embodiment can be implemented by means of software plus a necessary general hardware platform, and of course, by hardware, but in many cases, the former is A better implementation.
  • the technical solution of the present invention which is essential or contributes to the prior art, may be embodied in the form of a software product stored in a storage medium (such as ROM/RAM, disk,
  • the optical disc includes a number of instructions for causing a terminal device (which may be a cell phone, a computer, a server, or a network device, etc.) to perform the methods described in various embodiments of the present invention.
  • a photo processing device is also provided, which is used to implement the above-mentioned embodiments and preferred embodiments, and will not be described again.
  • the term “module” may implement a combination of software and/or hardware of a predetermined function.
  • the apparatus described in the following embodiments is preferably implemented in software, hardware, or a combination of software and hardware, is also possible and contemplated.
  • FIG. 2 is a block diagram showing the structure of a photo processing apparatus according to an embodiment of the present invention. As shown in FIG. 2, the apparatus includes a recognition mode. Block 22, erase module 24, and processing module 26 are described below.
  • the identification module 22 is configured to identify a predetermined object image in the photo to be processed; the erasing module 24 is connected to the identification module 22, and is configured to erase other object images in the to-be-processed photo, wherein the other object image is An image of the object in the image to be processed that is identical to the image of the predetermined object other than the identified image of the predetermined object; the processing module 26 is coupled to the above-described erasing module 24, and configured to perform a photo to be processed on which the image of the other object is erased. Repair processing.
  • the identification module 22 includes an identification unit 32, which will be described below.
  • the identification unit 32 is configured to identify the predetermined object image in the to-be-processed photo according to the first photo saved in advance; or to identify the predetermined object image in the to-be-processed image by scanning a predetermined object corresponding to the predetermined object image.
  • the recognizing unit 32 includes an invoking subunit 42, a comparing subunit 44, and a determining subunit 46.
  • the identification unit 32 will be described.
  • the calling sub-unit 42 is configured to call the first photo saved in advance;
  • the comparison sub-unit 44 is connected to the calling sub-unit 42 and is configured to perform an object image in the first photo and an object image in the photo to be processed.
  • a comparison sub-unit 46 coupled to the comparison sub-unit 44, is configured to determine that the object image of the image to be processed that is similar to the object image in the first photo is greater than or equal to a predetermined value is the predetermined object image.
  • FIG. 5 is a structural block diagram of a processing module 26 in a photo processing apparatus according to an embodiment of the present invention. As shown in FIG. 5, the processing module 26 includes a first processing unit 52 and/or a second processing unit 54, which is processed below. Module 26 is described.
  • the first processing unit 52 is configured to perform a repair process on the to-be-processed photo from which the other object image is erased according to the second photo saved in advance, wherein the second photo includes a background other than the object image in the to-be-processed photo
  • the second processing unit 54 is configured to perform a repair process on the photo to be processed according to the image around the other object images in the to-be-processed photo.
  • FIG. 6 is a structural block diagram of a first processing unit 52 in a photo processing apparatus according to an embodiment of the present invention. As shown in FIG. 6, the first processing unit 52 includes an acquisition subunit 62 and a filler subunit 64. Unit 52 is described.
  • the obtaining sub-unit 62 is configured to acquire a background image corresponding to the position of the other object image in the to-be-processed photo in the second photo; the filling sub-unit 64 is connected to the obtaining sub-unit 62, and is configured to be in the second photo
  • the background image corresponding to the position of the image of the other object is filled to the position of the image to be processed in which the image of the other object is erased.
  • the predetermined object image may be a person image or another animal image.
  • the present invention will be described below by taking the predetermined object image as a person image as an example.
  • an attraction photographing mode of intelligent character recognition is realized by using integrated character recognition and portrait erasing technology, that is, an attraction photographing mode is added in the current photographing module, and the user does not need to manually check the photo to be removed.
  • the content just take a normal photo operation, the system can intelligently remove the extra characters in the photo.
  • the whole invention can pass The following four functional modules are implemented: a preset reference portrait, a person recognition (corresponding to the above-mentioned identification module 22), a person erase (corresponding to the above-described erasure module 24), and a picture repair (corresponding to the above-described processing module 26). .
  • the following is a description of the overall operation flow in combination with the four modules, and the process includes the following steps:
  • the first step the user enters the photographing mode of the scenic spot, and needs to preset the reference character photo by using the preset reference portrait module before taking the photo;
  • Step 2 The user starts to take pictures of the person's sights, first manually focusing the screen;
  • the third step when the system recognizes that there is focus, automatically takes a photo, uses the person recognition module to perform character recognition, and when the preview window displays a green focus frame, the recognition is completed;
  • Step 4 After the user sees the green focus frame, click the camera button to take a photo. At this time, the system takes a photo and erases the unrecognized person on the photo by using the person erasing module, and then uses the picture repair module to erase the image. The photo of the portrait is restored, and the modified photo is automatically saved.
  • FIG. 7 is an overall flowchart of photo restoration according to an embodiment of the present invention. As shown in FIG. 7, the process includes the following steps:
  • Step S701 Presetting a reference portrait for searching for a character to be retained in the photo
  • Step S702 The character recognition is used to compare the characters in the captured photos with the portraits of the reference portrait library, and identify the characters to be retained on the photos.
  • the realization mechanism is to automatically take a photo in the framing frame, and the reference is made through
  • the portrait photos in the portrait library are compared one by one, mainly to compare the physical features of the characters, and to extract the plurality of similar physical appearances and determine the same person;
  • Step S703 character erasing, for erasing the unrecognized successful portrait on the photographed photo;
  • Step S704 Image restoration for performing detail repair on the photo after erasing the portrait.
  • FIG. 8 is a flow chart of preset reference portrait according to an embodiment of the present invention, as shown in FIG. 8 . As shown, the process includes the following steps:
  • Step S801 The user starts the photographing module of the scenic spot photographed
  • Step S802 The system detects whether the portrait library is empty
  • Step S803 detecting that the portrait library is empty, the system defaults to the preset reference portrait function, and the interface is displayed as a person scan;
  • Step S804 detecting that the portrait library is not empty, the system enters a normal photographing interface
  • Step S805 If the image of the character in the portrait library is incorrect or unclear, the character may be re-scanned to obtain a correct and clear image of the character. At this time, the user may initiate a preset function through the setting menu on the interface to perform a scanning operation;
  • Step S806 the user aligns the whole body (or the upper body) of the person to be preset through the rear (or front) camera, and the system interface automatically displays the top-down scanning process, and automatically saves a person photo in the background, and the interface display scan is completed.
  • User N people can be continuously scanned in the same operation (N is a natural number);
  • Step S807 The user clicks the completion button to exit the portrait preset interface.
  • FIG. 9 is a complete operational flowchart of a user taking a photo of a scenic spot according to an embodiment of the present invention. As shown in FIG. 9, the flowchart includes the following steps:
  • Step S901 The user turns on the photo to enter the attraction photographing mode
  • Step S902 the user clicks on the finder frame to focus
  • Step S903 The system automatically takes ten photos in the background (the first one is used as a reference portrait library comparison, ten photos are all temporarily saved as a reference for subsequent image restoration), and the first photo and the reference portrait library are one by one. Contrast, character recognition by finding similar physical features;
  • Step S904 The system determines whether the character recognition is successful, and identifies the same person in the photo as the same as the reference portrait library, otherwise it fails;
  • Step S905 When the recognition is successful, the green focus frame is displayed on the recognized window in the preview window;
  • Step S906 when the recognition fails, perform a preview window normal autofocus, and display a green focus frame;
  • Step S907 When the user sees a green focus frame on the screen, click the camera button;
  • Step S908 The system automatically removes the unrecognized person on the photo, and only retains the same person as the reference portrait library;
  • Step S909 The system automatically performs scene restoration on the photo of the erased redundant portrait, and the repair method is to repair the details of the scene of the captured part by comparing the ten photos temporarily saved before and the captured photo;
  • Step S910 After the photo restoration is completed, the system automatically saves the photo and the photographing is completed.
  • the face recognition algorithm can be used when performing the person recognition, but the face recognition has limitations compared to the human object feature recognition, and the human object feature recognition is the same when the preset reference portrait is used. People only need to have a built-in photo.
  • the invention mainly integrates character recognition, portrait erasure and picture repair technology, and realizes an attraction photograph mode of intelligent character recognition.
  • This mode can automatically recognize the characters to be photographed, automatically remove other idle people in the photo, and improve the user. It is easy to take pictures of the pain points of the noisy people when taking photos of the spots.
  • the user can only delete the redundant characters in the photo by manually selecting or automatically recognizing the dynamic background, and deleting the content has certain limitations.
  • the technical solution in the embodiment of the present invention has a certain improvement effect: the solution to be retained in the photo can be automatically recognized by the solution in the embodiment of the present invention, and other unrecognized characters are deleted as redundant characters while retaining the scene Details, the whole operation is more intelligent. You can erase the dynamic and static extra characters in the photo at the same time, and the deletion effect is more sufficient.
  • the identification reference portrait is identified according to the physical features. When the reference portrait is preset, the same character only needs to preset a photo, and the user does not need to preset the multi-angle photo at one time, and the operation is more convenient.
  • each of the foregoing modules may be implemented by software or hardware.
  • the above modules are all located in the same processor; or, the above modules are respectively located in multiple processors.
  • Embodiments of the present invention also provide a storage medium.
  • the foregoing storage medium may be configured to store program code for performing the following steps:
  • the foregoing storage medium may include, but is not limited to, a USB flash drive, a Read-Only Memory (ROM), and a Random Access Memory (RAM).
  • ROM Read-Only Memory
  • RAM Random Access Memory
  • the processor performs the above steps S1-S3 according to the stored program code in the storage medium.
  • modules or steps of the present invention described above can be implemented by a general-purpose computing device that can be centralized on a single computing device or distributed across a network of multiple computing devices. Alternatively, they may be implemented by program code executable by the computing device such that they may be stored in the storage device by the computing device and, in some cases, may be different from the order herein.
  • the steps shown or described are performed, or they are separately fabricated into individual integrated circuit modules, or a plurality of modules or steps thereof are fabricated as a single integrated circuit module.
  • the invention is not limited to any specific combination of hardware and software.
  • the photo processing method and apparatus provided by the embodiments of the present invention have the following beneficial effects: solving the problem that the related art requires manual intervention, which may result in the inability to eliminate irrelevant images in the photo in time, and the user experience is low. Furthermore, after the photographing is completed, the terminal intelligently recognizes and eliminates irrelevant images in the photo, improves the photo processing efficiency, and improves the user experience.

Abstract

Provided are a photo processing method and apparatus. The method comprises: identifying a predetermined object image in a photo to be processed; erasing the other object images in the photo to be processed, wherein the other object images, apart from the identified predetermined object image, are of the same type as the predetermined object image in the photo to be processed; and performing restoring treatment on the photo to be processed in which the other object images are erased. By means of the present invention, the problem existing in the related art of low user experience due to the fact that unrelated images in a photo cannot be timely erased without the need of manual intervention is solved, thereby achieving the effects of a terminal intelligently identifying and eliminating unrelated images in a photo after completing shooting, increasing the processing efficiency of the photo, and improving the user experience.

Description

照片处理方法及装置Photo processing method and device 技术领域Technical field
本发明涉及通信领域,具体而言,涉及一种照片处理方法及装置。The present invention relates to the field of communications, and in particular to a photo processing method and apparatus.
背景技术Background technique
随着科技的发展,终端上的功能越来越多,给人们的生活带来了许多便利,以手机上的照相机为例,手机上的照相机的像素已有了显著的提高,从而使得使用者能够清楚的拍摄记录生活中的风景。With the development of technology, more and more functions on the terminal have brought a lot of convenience to people's lives. Taking the camera on the mobile phone as an example, the pixels of the camera on the mobile phone have been significantly improved, thereby making the user Can clearly record the scenery in life.
其中,景点拍照是用户使用手机拍照的一个重要场景,而在景点游客较多,所拍照片上经常会不小心将陌生人拍进画面,这成为用户使用手机拍照的一大痛点。在相关技术中,在使用手机拍照后,不能利用手机在拍照之后,即对拍摄的照片进行去除陌生人图像的处理,只能通过后期的专用的软件,如美图秀秀、photoshop,并且需要人为选择出需要去除的陌生人图像,进而通过抠图、图片组合等方式才能去除陌生人图像,处理周期长,用户体验度低。Among them, the photo taking of the attraction is an important scene for the user to take photos with the mobile phone, and there are many tourists in the scenic spot, and the photos taken on the photos are often accidentally taken into the screen by the stranger, which becomes a major pain point for the user to take photos with the mobile phone. In the related art, after taking a photo with a mobile phone, the mobile phone cannot be used to take pictures of the stranger after the photo is taken, and only through the special software of the later stage, such as Mito Xiuxiu, photoshop, and The image of the stranger that needs to be removed is selected artificially, and the image of the stranger can be removed through the combination of the map and the picture, the processing period is long, and the user experience is low.
针对相关技术中存在的需要人工干预从而导致无法及时消除照片中的无关图像,用户体验度低的问题,目前尚未提出有效的解决方案。In view of the problem that there is a need in the related art that human intervention is required to eliminate irrelevant images in photos, and the user experience is low, an effective solution has not been proposed yet.
发明内容Summary of the invention
本发明提供了一种照片处理方法及装置,以至少解决相关技术中存在的需要人工干预从而导致无法及时消除照片中的无关图像,用户体验度低的问题。The present invention provides a photo processing method and apparatus for solving at least the problem of requiring manual intervention in the related art, resulting in an inability to eliminate irrelevant images in a photo in time, and having a low user experience.
根据本发明的一个方面,提供了一种照片处理方法,包括:识别待处理照片中的预定物体图像;擦除所述待处理照片中的其他物体图像,其中,所述其他物体图像为所述照片中除识别的所述预定物体图像之外的与所述预定物体图像同类的物体图像;对擦除了所述其他物体图像的待处理照片进行修复处理。According to an aspect of the present invention, a photo processing method includes: identifying a predetermined object image in a photo to be processed; erasing other object images in the to-be-processed photo, wherein the other object image is the An object image of the same type as the predetermined object image other than the identified predetermined object image; and a repair process of the to-be-processed photo from which the other object image is erased.
可选地,识别所述待处理照片中的所述预定物体图像包括:根据预先保存的第一照片识别所述待处理照片中的所述预定物体图像;或者,通过扫描所述预定物体图像对应的预定物体的方式识别所述待处理照片中的所述预定物体图像。Optionally, the identifying the predetermined object image in the to-be-processed photo includes: identifying the predetermined object image in the to-be-processed photo according to a pre-saved first photo; or, by scanning the predetermined object image The manner of predetermining the object identifies the predetermined object image in the photo to be processed.
可选地,根据所述第一照片识别所述待处理照片中的所述预定物体图像包括:调用预先保存的所述第一照片;将所述第一照片中的物体图像与所述待处理照片中的物体图像进行一一对比;确定所述待处理照片中与所述第一照片中的物体图像相似度大于或等于预定值的物体图像为所述预定物体图像。Optionally, identifying the predetermined object image in the to-be-processed photo according to the first photo includes: calling the first photo saved in advance; and displaying an object image in the first photo with the to-be-processed The image of the object in the photo is compared one by one; and the image of the object in the to-be-processed image whose image similarity with the object image in the first photo is greater than or equal to a predetermined value is determined as the predetermined object image.
可选地,对擦除了所述其他物体图像的待处理照片进行修复处理包括以下至少之一:根据预先保存的第二照片对擦除了所述其他物体图像的待处理照片进行修复处理,其中,所述 第二照片包括所述待处理照片中除所述物体图像之外的背景图像;根据所述待处理照片中所述其他物体图像周围的图像对所述待处理照片进行修复处理。Optionally, performing a repair process on the to-be-processed photo of the other object image, including at least one of: performing a repair process on the to-be-processed photo of the other object image that is erased according to the pre-saved second photo, Wherein said The second photo includes a background image other than the object image in the to-be-processed photo; and the repairing process is performed on the photo to be processed according to the image around the other object image in the to-be-processed photo.
可选地,根据预先保存的所述第二照片对擦除了所述其他物体图像的待处理照片进行修复处理包括:获取所述第二照片中与所述待处理照片中的所述其他物体图像的位置对应的背景图像;将所述第二照片中的与所述其他物体图像的位置对应的背景图像填充到所述待处理照片中擦除了所述其他物体图像的位置。Optionally, performing a repair process on the to-be-processed photo of the other object image that is erased according to the second photo saved in advance includes: acquiring the other object in the second photo and the photo to be processed a background image corresponding to the position of the image; filling a background image corresponding to the position of the other object image in the second photo to a position in the to-be-processed photo where the other object image is erased.
根据本发明的另一方面,提供了一种照片处理装置,包括:识别模块,设置为识别待处理照片中的预定物体图像;擦除模块,设置为擦除所述待处理照片中的其他物体图像,其中,所述其他物体图像为所述照片中除识别的所述预定物体图像之外的与所述预定物体图像同类的物体图像;处理模块,设置为对擦除了所述其他物体图像的待处理照片进行修复处理。According to another aspect of the present invention, there is provided a photo processing apparatus comprising: an identification module configured to identify a predetermined object image in a photo to be processed; an erasing module configured to erase other objects in the photo to be processed An image, wherein the other object image is an object image of the same type as the predetermined object image other than the identified predetermined object image; the processing module is configured to erase the other object image The pending photos are repaired.
可选地,所述识别模块包括:识别单元,设置为根据预先保存的第一照片识别所述待处理照片中的所述预定物体图像;或者,通过扫描所述预定物体图像对应的预定物体的方式识别所述待处理照片中的所述预定物体图像。Optionally, the identification module includes: an identification unit configured to identify the predetermined object image in the to-be-processed photo according to a first photo saved in advance; or by scanning a predetermined object corresponding to the predetermined object image The manner identifies the predetermined object image in the to-be-processed photo.
可选地,所述识别单元包括:调用子单元,设置为调用预先保存的所述第一照片;对比子单元,设置为将所述第一照片中的物体图像与所述待处理照片中的物体图像进行一一对比;确定子单元,设置为确定所述待处理照片中与所述第一照片中的物体图像相似度大于或等于预定值的物体图像为所述预定物体图像。Optionally, the identifying unit includes: an calling subunit configured to call the first photo saved in advance; and a comparison subunit configured to image the object in the first photo and the photo in the to-be-processed photo The object image is compared one by one; the determining subunit is configured to determine that the object image in the photo to be processed that is similar to the object image in the first photo is greater than or equal to a predetermined value is the predetermined object image.
可选地,所述处理模块包括以下至少之一:第一处理单元,设置为根据预先保存的第二照片对擦除了所述其他物体图像的待处理照片进行修复处理,其中,所述第二照片包括所述待处理照片中除所述物体图像之外的背景图像;第二处理单元,设置为根据所述待处理照片中所述其他物体图像周围的图像对所述待处理照片进行修复处理。Optionally, the processing module includes at least one of: a first processing unit configured to perform a repair process on the to-be-processed photo of the other object image that is erased according to the second photo saved in advance, where The second photo includes a background image other than the object image in the to-be-processed photo; the second processing unit is configured to repair the to-be-processed photo according to the image around the other object image in the to-be-processed photo deal with.
可选地,所述第一处理单元包括:获取子单元,设置为获取所述第二照片中与所述待处理照片中的所述其他物体图像的位置对应的背景图像;填充子单元,设置为将所述第二照片中的与所述其他物体图像的位置对应的背景图像填充到所述待处理照片中擦除了所述其他物体图像的位置。Optionally, the first processing unit includes: an acquiring subunit, configured to acquire a background image corresponding to a position of the other object image in the to-be-processed photo in the second photo; filling a subunit, setting Filling a background image corresponding to the position of the other object image in the second photo into the to-be-processed photo to erase the position of the other object image.
通过本发明,采用识别待处理照片中的预定物体图像;擦除所述待处理照片中的其他物体图像,其中,所述其他物体图像为所述待处理照片中除识别的所述预定物体图像之外的与所述预定物体图像同类的物体图像;对擦除了所述其他物体图像的待处理照片进行修复处理。解决了相关技术中存在的需要人工干预从而导致无法及时消除照片中的无关图像,用户体验度低的问题,进而实现了拍照完成后由终端智能识别并消除照片中的无关图像,提高照片处理效率,改善用户体验的效果。By the present invention, identifying a predetermined object image in the photo to be processed; erasing other object images in the to-be-processed photo, wherein the other object image is the predetermined object image in the photo to be processed An object image of the same type as the predetermined object image; and a repair process of the to-be-processed image from which the other object image is erased. The invention solves the problem that the manual technology requires manual intervention, which can not eliminate the irrelevant images in the photo in time, and the user experience is low, thereby realizing that the terminal intelligently recognizes and eliminates irrelevant images in the photos after the photographing is completed, thereby improving the photo processing efficiency. To improve the user experience.
附图说明DRAWINGS
此处所说明的附图用来提供对本发明的进一步理解,构成本申请的一部分,本发明的示 意性实施例及其说明用于解释本发明,并不构成对本发明的不当限定。在附图中:The drawings described herein are provided to provide a further understanding of the invention, which form a part of this application, The illustrative embodiments and the description thereof are illustrative of the invention and are not to be construed as limiting the invention. In the drawing:
图1是根据本发明实施例的照片处理方法的流程图;1 is a flow chart of a photo processing method according to an embodiment of the present invention;
图2是根据本发明实施例的照片处理装置的结构框图;2 is a block diagram showing the structure of a photo processing apparatus according to an embodiment of the present invention;
图3是根据本发明实施例的照片处理装置中识别模块22的结构框图;FIG. 3 is a structural block diagram of an identification module 22 in a photo processing apparatus according to an embodiment of the present invention; FIG.
图4是根据本发明实施例的照片处理装置中识别单元32的结构框图;4 is a block diagram showing the structure of an identification unit 32 in a photo processing apparatus according to an embodiment of the present invention;
图5是根据本发明实施例的照片处理装置中处理模块26的结构框图;FIG. 5 is a structural block diagram of a processing module 26 in a photo processing apparatus according to an embodiment of the present invention; FIG.
图6是根据本发明实施例的照片处理装置中第一处理单元52的结构框图;FIG. 6 is a structural block diagram of a first processing unit 52 in a photo processing apparatus according to an embodiment of the present invention; FIG.
图7是根据本发明实施例的照片修复整体流程图;7 is an overall flow chart of photo restoration according to an embodiment of the present invention;
图8是根据本发明实施例的预置参考人像的流程图;8 is a flow chart of a preset reference portrait in accordance with an embodiment of the present invention;
图9是根据本发明实施例的用户拍摄一张景点照片的完整操作流程图。9 is a flow chart showing the complete operation of a user taking a photo of a place of interest according to an embodiment of the present invention.
具体实施方式detailed description
下文中将参考附图并结合实施例来详细说明本发明。需要说明的是,在不冲突的情况下,本申请中的实施例及实施例中的特征可以相互组合。The invention will be described in detail below with reference to the drawings in conjunction with the embodiments. It should be noted that the embodiments in the present application and the features in the embodiments may be combined with each other without conflict.
需要说明的是,本发明的说明书和权利要求书及上述附图中的术语“第一”、“第二”等是用于区别类似的对象,而不必用于描述特定的顺序或先后次序。It is to be understood that the terms "first", "second" and the like in the specification and claims of the present invention are used to distinguish similar objects, and are not necessarily used to describe a particular order or order.
在本实施例中提供了一种照片处理方法,图1是根据本发明实施例的照片处理方法的流程图,如图1所示,该流程包括如下步骤:In the embodiment, a photo processing method is provided. FIG. 1 is a flowchart of a photo processing method according to an embodiment of the present invention. As shown in FIG. 1, the flow includes the following steps:
步骤S102,识别待处理照片中的预定物体图像;Step S102, identifying a predetermined object image in the photo to be processed;
步骤S104,擦除上述待处理照片中的其他物体图像,其中,该其他物体图像为上述待处理照片中除识别的预定物体图像之外的与该预定物体图像同类的物体图像;Step S104, erasing other object images in the to-be-processed photo, wherein the other object image is an object image of the same to the predetermined object image except the recognized predetermined object image in the to-be-processed photo;
步骤S106,对擦除了上述其他物体图像的待处理照片进行修复处理。Step S106, performing repair processing on the to-be-processed photo on which the other object image is erased.
其中,执行上述操作的可以是终端,并且,上述操作可以是终端拍照完后,在保存照片之前执行的操作,通过上述步骤,智能识别需要保留的物体图像,并将其他的无关图像擦除,无需人工干预,从而实现了智能保留用户希望存在的图像,并且,上述处理流程可以是在终端中直接进行的,从而无需倒出照片,并利用专门的修图软件进行修图的,节省照片修复时间,解决了相关技术中存在的需要人工干预从而导致无法及时消除照片中的无关图像,用户体验度低的问题,进而实现了拍照完成后由终端智能识别并消除照片中的无关图像,提高照片处理效率,改善用户体验的效果。The operation may be a terminal, and the foregoing operation may be an operation performed before the photo is saved after the terminal is photographed. Through the above steps, the object image that needs to be retained is intelligently recognized, and other irrelevant images are erased. No manual intervention is required, so that the image that the user desires to exist is intelligently retained, and the above processing flow can be directly performed in the terminal, so that the photo can be saved without using the special retouching software for rewriting the photo. Time, solves the problem that the related technology needs manual intervention, which can not eliminate the irrelevant images in the photo in time, and the user experience is low, and then realizes that the terminal intelligently recognizes and eliminates irrelevant images in the photos after the photographing is completed, and improves the photos. Process efficiency and improve the user experience.
在一个可选的实施例中,识别上述待处理照片中的预定物体图像包括:根据预先保存的 第一照片识别该待处理照片中的预定物体图像。在该实施例中,可以预先拍摄预定数量的需要保留的上述预定物体图像,从而在后续拍照之后,可以利用预先拍摄的照片识别后续拍照的照片中的上述预定物体图像,提高预定物体图像的识别精度,当然,上述预先保存的第一照片的获取方式还可以是其他的方式,除了可以是终端本身拍摄的之外,也可以是接收的其他终端传送的照片,也可以是下载的照片等等。或者,也可以通过扫描上述预定物体图像对应的预定物体的方式识别上述待处理照片中的预定物体图像,在该实施例中,可以根据需要触发终端中的扫描功能,通过扫描预定物体的方式确定预定物体的图像,从而依据扫描确定的预定物体的图像识别待处理照片中的预定物体图像。In an optional embodiment, identifying the predetermined object image in the to-be-processed photo includes: pre-preserving The first photo identifies a predetermined object image in the photo to be processed. In this embodiment, a predetermined number of the predetermined object images that need to be retained may be photographed in advance, so that after the subsequent photographing, the predetermined object image in the photographs of the subsequent photographs may be identified by using the photographs taken in advance to improve the recognition of the image of the predetermined object. Accuracy, of course, the manner of acquiring the first photo saved in advance may be other methods, in addition to being photographed by the terminal itself, or may be a photo transmitted by another terminal received, or may be a downloaded photo, etc. . Alternatively, the predetermined object image in the to-be-processed photo may be identified by scanning a predetermined object corresponding to the predetermined object image. In this embodiment, the scanning function in the terminal may be triggered as needed to determine by scanning a predetermined object. An image of the object is predetermined, thereby identifying a predetermined object image in the photo to be processed based on the image of the predetermined object determined by the scan.
在一个可选的实施例中,根据上述第一照片识别待处理照片中的预定物体图像包括:调用预先保存的第一照片;将该第一照片中的物体图像与待处理照片中的物体图像进行一一对比;确定待处理照片中与上述第一照片中的物体图像相似度大于或等于预定值的物体图像为预定物体图像。其中,在进行对比时,可以采用人脸识别算法进行对比,也可以采用人物相貌特征识别算法进行对比,或者还可以采用其他的方式进行对比。In an optional embodiment, identifying the predetermined object image in the to-be-processed photo according to the first photo includes: calling the pre-saved first photo; and the object image in the first photo and the object image in the to-be-processed photo Performing a one-to-one comparison; determining that the image of the object in the to-be-processed image that is similar to the object image in the first photo above is greater than or equal to a predetermined value is a predetermined object image. Among them, in the comparison, the face recognition algorithm can be used for comparison, and the character appearance feature recognition algorithm can also be used for comparison, or other methods can be used for comparison.
在一个可选的实施例中,对擦除了上述其他物体图像的待处理照片进行修复处理包括以下至少之一:根据预先保存的第二照片对擦除了上述其他物体图像的待处理照片进行修复处理,其中,上述第二照片包括上述待处理照片中除上述物体图像之外的背景图像。即,在拍摄上述预定物体图像和背景图像之前,可以单独拍摄预定数量的背景图像的照片,从而在修复照片时,可以利用预先拍照的背景图像进行照片修复,从而提高修复准确度。还可以采用根据上述待处理照片中其他物体图像周围的图像对该待处理照片进行修复处理,即,可以根据周围的图像估计出需要修复的位置上的背景图像,从而进行填充。In an optional embodiment, the repairing process of the to-be-processed photo that erases the image of the other object includes at least one of: performing a to-be-processed photo on which the other object image is erased according to the pre-saved second photo. a repair process, wherein the second photo includes a background image other than the object image in the photo to be processed. That is, before the predetermined object image and the background image are photographed, a photograph of a predetermined number of background images may be separately photographed, so that when the photograph is restored, the photograph image may be repaired using the background image photographed in advance, thereby improving the repair accuracy. It is also possible to perform a repair process on the image to be processed according to the image around the image of the other object in the photo to be processed, that is, the background image at the position to be repaired can be estimated from the surrounding image, thereby performing the filling.
在一个可选的实施例中,根据预先保存的第二照片对擦除了上述其他物体图像的待处理照片进行修复处理包括:获取上述第二照片中与上述待处理照片中的其他物体图像的位置对应的背景图像;将上述第二照片中的与其他物体图像的位置对应的背景图像填充到上述待处理照片中擦除了上述其他物体图像的位置。从而可以得到理想的单人照片。In an optional embodiment, the repairing the to-be-processed photo of the other object image that is erased according to the second photo saved in advance includes: acquiring the image of the other object in the second photo and the image to be processed a background image corresponding to the position; filling a background image corresponding to the position of the other object image in the second photo to a position in the image to be processed that erases the image of the other object. This will give you the ideal single-person photo.
通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到根据上述实施例的方法可借助软件加必需的通用硬件平台的方式来实现,当然也可以通过硬件,但很多情况下前者是更佳的实施方式。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质(如ROM/RAM、磁碟、光盘)中,包括若干指令用以使得一台终端设备(可以是手机,计算机,服务器,或者网络设备等)执行本发明各个实施例所述的方法。Through the description of the above embodiments, those skilled in the art can clearly understand that the method according to the above embodiment can be implemented by means of software plus a necessary general hardware platform, and of course, by hardware, but in many cases, the former is A better implementation. Based on such understanding, the technical solution of the present invention, which is essential or contributes to the prior art, may be embodied in the form of a software product stored in a storage medium (such as ROM/RAM, disk, The optical disc includes a number of instructions for causing a terminal device (which may be a cell phone, a computer, a server, or a network device, etc.) to perform the methods described in various embodiments of the present invention.
在本实施例中还提供了一种照片处理装置,该装置用于实现上述实施例及优选实施方式,已经进行过说明的不再赘述。如以下所使用的,术语“模块”可以实现预定功能的软件和/或硬件的组合。尽管以下实施例所描述的装置较佳地以软件来实现,但是硬件,或者软件和硬件的组合的实现也是可能并被构想的。In the embodiment, a photo processing device is also provided, which is used to implement the above-mentioned embodiments and preferred embodiments, and will not be described again. As used below, the term "module" may implement a combination of software and/or hardware of a predetermined function. Although the apparatus described in the following embodiments is preferably implemented in software, hardware, or a combination of software and hardware, is also possible and contemplated.
图2是根据本发明实施例的照片处理装置的结构框图,如图2所示,该装置包括识别模 块22、擦除模块24和处理模块26,下面对该装置进行说明。2 is a block diagram showing the structure of a photo processing apparatus according to an embodiment of the present invention. As shown in FIG. 2, the apparatus includes a recognition mode. Block 22, erase module 24, and processing module 26 are described below.
识别模块22,设置为识别待处理照片中的预定物体图像;擦除模块24,连接至上述识别模块22,设置为擦除上述待处理照片中的其他物体图像,其中,上述其他物体图像为上述待处理照片中除识别的预定物体图像之外的与该预定物体图像同类的物体图像;处理模块26,连接至上述擦除模块24,设置为对擦除了上述其他物体图像的待处理照片进行修复处理。The identification module 22 is configured to identify a predetermined object image in the photo to be processed; the erasing module 24 is connected to the identification module 22, and is configured to erase other object images in the to-be-processed photo, wherein the other object image is An image of the object in the image to be processed that is identical to the image of the predetermined object other than the identified image of the predetermined object; the processing module 26 is coupled to the above-described erasing module 24, and configured to perform a photo to be processed on which the image of the other object is erased. Repair processing.
图3是根据本发明实施例的照片处理装置中识别模块22的结构框图,如图3所示,该识别模块22包括识别单元32,下面对该识别单元32进行说明。3 is a block diagram showing the structure of the identification module 22 in the photo processing apparatus according to the embodiment of the present invention. As shown in FIG. 3, the identification module 22 includes an identification unit 32, which will be described below.
识别单元32,设置为根据预先保存的第一照片识别待处理照片中的上述预定物体图像;或者,通过扫描上述预定物体图像对应的预定物体的方式识别该待处理照片中的预定物体图像。The identification unit 32 is configured to identify the predetermined object image in the to-be-processed photo according to the first photo saved in advance; or to identify the predetermined object image in the to-be-processed image by scanning a predetermined object corresponding to the predetermined object image.
图4是根据本发明实施例的照片处理装置中识别单元32的结构框图,如图4所示,该识别单元32包括调用子单元42、对比子单元44和确定子单元46,下面对该识别单元32进行说明。4 is a block diagram showing the structure of the recognizing unit 32 in the photo processing apparatus according to the embodiment of the present invention. As shown in FIG. 4, the recognizing unit 32 includes an invoking subunit 42, a comparing subunit 44, and a determining subunit 46. The identification unit 32 will be described.
调用子单元42,设置为调用预先保存的上述第一照片;对比子单元44,连接至上述调用子单元42,设置为将上述第一照片中的物体图像与待处理照片中的物体图像进行一一对比;确定子单元46,连接至上述对比子单元44,设置为确定上述待处理照片中与第一照片中的物体图像相似度大于或等于预定值的物体图像为上述预定物体图像。The calling sub-unit 42 is configured to call the first photo saved in advance; the comparison sub-unit 44 is connected to the calling sub-unit 42 and is configured to perform an object image in the first photo and an object image in the photo to be processed. A comparison sub-unit 46, coupled to the comparison sub-unit 44, is configured to determine that the object image of the image to be processed that is similar to the object image in the first photo is greater than or equal to a predetermined value is the predetermined object image.
图5是根据本发明实施例的照片处理装置中处理模块26的结构框图,如图5所示,该处理模块26包括第一处理单元52和/或第二处理单元54,下面对该处理模块26进行说明。FIG. 5 is a structural block diagram of a processing module 26 in a photo processing apparatus according to an embodiment of the present invention. As shown in FIG. 5, the processing module 26 includes a first processing unit 52 and/or a second processing unit 54, which is processed below. Module 26 is described.
第一处理单元52,设置为根据预先保存的第二照片对擦除了上述其他物体图像的待处理照片进行修复处理,其中,该第二照片包括上述待处理照片中除物体图像之外的背景图像;第二处理单元54,设置为根据上述待处理照片中其他物体图像周围的图像对该待处理照片进行修复处理。The first processing unit 52 is configured to perform a repair process on the to-be-processed photo from which the other object image is erased according to the second photo saved in advance, wherein the second photo includes a background other than the object image in the to-be-processed photo The second processing unit 54 is configured to perform a repair process on the photo to be processed according to the image around the other object images in the to-be-processed photo.
图6是根据本发明实施例的照片处理装置中第一处理单元52的结构框图,如图6所示,该第一处理单元52包括获取子单元62和填充子单元64,下面对该修复单元52进行说明。FIG. 6 is a structural block diagram of a first processing unit 52 in a photo processing apparatus according to an embodiment of the present invention. As shown in FIG. 6, the first processing unit 52 includes an acquisition subunit 62 and a filler subunit 64. Unit 52 is described.
获取子单元62,设置为获取上述第二照片中与待处理照片中的其他物体图像的位置对应的背景图像;填充子单元64,连接至上述获取子单元62,设置为将上述第二照片中的与其他物体图像的位置对应的背景图像填充到上述待处理照片中擦除了上述其他物体图像的位置。The obtaining sub-unit 62 is configured to acquire a background image corresponding to the position of the other object image in the to-be-processed photo in the second photo; the filling sub-unit 64 is connected to the obtaining sub-unit 62, and is configured to be in the second photo The background image corresponding to the position of the image of the other object is filled to the position of the image to be processed in which the image of the other object is erased.
其中,上述的预定物体图像可以是人物图像,也可以是其他的动物图像等等,下面以上述预定物体图像为人物图像为例,对本发明进行说明。The predetermined object image may be a person image or another animal image. The present invention will be described below by taking the predetermined object image as a person image as an example.
本发明实施例中主要是利用整合人物识别和人像擦除技术实现的一种智能人物识别的景点拍照模式,即在目前的拍照模块中增加一个景点拍照模式,用户无需手动勾选照片上要去除的内容,只需进行正常拍照操作,系统即可智能去除照片中的多余人物。整个发明可以通 过如下四个功能模块实现:预置参考人像、人物识别(对应于上述的识别模块22)、人物擦除(对应于上述的擦除模块24)和图片修复(对应于上述的处理模块26)。下面结合该四个模块对整体操作流程进行说明,该流程包括如下步骤:In the embodiment of the present invention, an attraction photographing mode of intelligent character recognition is realized by using integrated character recognition and portrait erasing technology, that is, an attraction photographing mode is added in the current photographing module, and the user does not need to manually check the photo to be removed. The content, just take a normal photo operation, the system can intelligently remove the extra characters in the photo. The whole invention can pass The following four functional modules are implemented: a preset reference portrait, a person recognition (corresponding to the above-mentioned identification module 22), a person erase (corresponding to the above-described erasure module 24), and a picture repair (corresponding to the above-described processing module 26). . The following is a description of the overall operation flow in combination with the four modules, and the process includes the following steps:
第一步:用户进入拍照的景点拍照模式,在拍照前需要利用预置参考人像模块先预置参考人物照片;The first step: the user enters the photographing mode of the scenic spot, and needs to preset the reference character photo by using the preset reference portrait module before taking the photo;
第二步:用户开始拍摄人物景点照,首先对屏幕进行手动对焦;Step 2: The user starts to take pictures of the person's sights, first manually focusing the screen;
第三步:当系统识别出有对焦时,自动拍摄一张照片,利用人物识别模块进行人物识别,当预览窗口显示绿色对焦框表示识别完成;The third step: when the system recognizes that there is focus, automatically takes a photo, uses the person recognition module to perform character recognition, and when the preview window displays a green focus frame, the recognition is completed;
第四步:用户看到绿色对焦框后点击拍照按键拍照,此时系统拍摄一张照片,并利用人物擦除模块对照片上未识别成功的人物进行擦除,再利用图片修复模块对擦除人像的照片景物进行图片修复,最终将修改后的照片自动保存。Step 4: After the user sees the green focus frame, click the camera button to take a photo. At this time, the system takes a photo and erases the unrecognized person on the photo by using the person erasing module, and then uses the picture repair module to erase the image. The photo of the portrait is restored, and the modified photo is automatically saved.
下面结合上述各模块对本发明的整流流程进行说明:图7是根据本发明实施例的照片修复整体流程图,如图7所示,该流程包括如下步骤:The rectification process of the present invention will be described below in conjunction with the above modules. FIG. 7 is an overall flowchart of photo restoration according to an embodiment of the present invention. As shown in FIG. 7, the process includes the following steps:
步骤S701:预置参考人像,用于搜索照片中要保留的人物;Step S701: Presetting a reference portrait for searching for a character to be retained in the photo;
步骤S702:人物识别用于将拍摄到的照片里的人物与参考人像库的人像进行对比,识别出要保留在照片上的人物,实现机制是在取景框时自动拍摄一张照片,通过与参考人像库中的人像照片一一对比,主要是进行人物的体貌特征对比,提取到多个相似体貌则判定为同一人;Step S702: The character recognition is used to compare the characters in the captured photos with the portraits of the reference portrait library, and identify the characters to be retained on the photos. The realization mechanism is to automatically take a photo in the framing frame, and the reference is made through The portrait photos in the portrait library are compared one by one, mainly to compare the physical features of the characters, and to extract the plurality of similar physical appearances and determine the same person;
步骤S703:人物擦除,用于将拍摄到的照片上未识别成功的人像进行擦除;Step S703: character erasing, for erasing the unrecognized successful portrait on the photographed photo;
步骤S704:图像修复,用于对擦除人像后的照片进行细节修复。Step S704: Image restoration for performing detail repair on the photo after erasing the portrait.
以用户同时预置N张(N为自然数)不同人物的参考人像为例介绍一个完整的预置参考人像操作流程,图8是根据本发明实施例的预置参考人像的流程图,如图8所示,该流程包括如下步骤:A complete preset reference portrait operation flow is introduced by taking a reference portrait of a different person (N is a natural number) at the same time as a user, and FIG. 8 is a flow chart of preset reference portrait according to an embodiment of the present invention, as shown in FIG. 8 . As shown, the process includes the following steps:
步骤S801:用户启动拍照的景点拍照模块;Step S801: The user starts the photographing module of the scenic spot photographed;
步骤S802:系统检测人像库是否为空;Step S802: The system detects whether the portrait library is empty;
步骤S803:检测到人像库为空,系统默认开启预置参考人像功能,界面显示为人物扫描;Step S803: detecting that the portrait library is empty, the system defaults to the preset reference portrait function, and the interface is displayed as a person scan;
步骤S804:检测到人像库不为空,系统进入正常拍照界面;Step S804: detecting that the portrait library is not empty, the system enters a normal photographing interface;
步骤S805:若人像库中的人物图像不正确或不清楚时,也可以重新扫描人物,以得到正确清楚的人物图像,此时用户可以通过界面上的设置菜单启动预置功能,执行扫描操作;Step S805: If the image of the character in the portrait library is incorrect or unclear, the character may be re-scanned to obtain a correct and clear image of the character. At this time, the user may initiate a preset function through the setting menu on the interface to perform a scanning operation;
步骤S806:用户通过后置(或前置)摄像头对准要预置的人物全身(或上半身),系统界面自动显示自上而下扫描过程,同时后台自动保存一张人物照片,界面显示扫描完成。用户 可按相同的操作连续扫描N个人物(N为自然数);Step S806: the user aligns the whole body (or the upper body) of the person to be preset through the rear (or front) camera, and the system interface automatically displays the top-down scanning process, and automatically saves a person photo in the background, and the interface display scan is completed. . User N people can be continuously scanned in the same operation (N is a natural number);
步骤S807:用户点击完成按键,退出人像预置界面。Step S807: The user clicks the completion button to exit the portrait preset interface.
图9是根据本发明实施例的用户拍摄一张景点照片的完整操作流程图,如图9所示,该流程图包括如下步骤:9 is a complete operational flowchart of a user taking a photo of a scenic spot according to an embodiment of the present invention. As shown in FIG. 9, the flowchart includes the following steps:
步骤S901:用户打开拍照,进入景点拍照模式;Step S901: The user turns on the photo to enter the attraction photographing mode;
步骤S902:用户点击取景框对焦;Step S902: the user clicks on the finder frame to focus;
步骤S903:系统后台自动先拍摄十张照片(第一张作为参考人像库对比照,十张照片全部临时保存,作为后续图片修复参考),将第一张照片与参考人像库的照片进行一一对比,通过寻找相似体貌特征的方法进行人物识别;Step S903: The system automatically takes ten photos in the background (the first one is used as a reference portrait library comparison, ten photos are all temporarily saved as a reference for subsequent image restoration), and the first photo and the reference portrait library are one by one. Contrast, character recognition by finding similar physical features;
步骤S904:系统判断人物识别是否成功,在照片中识别到与参考人像库相同的人物为成功,否则为失败;Step S904: The system determines whether the character recognition is successful, and identifies the same person in the photo as the same as the reference portrait library, otherwise it fails;
步骤S905:当识别成功时,对已识别人物在预览窗口显示绿色对焦框;Step S905: When the recognition is successful, the green focus frame is displayed on the recognized window in the preview window;
步骤S906:当识别失败时,进行预览窗口常规自动对焦,并显示绿色对焦框;Step S906: when the recognition fails, perform a preview window normal autofocus, and display a green focus frame;
步骤S907:当用户看到屏幕出现绿色对焦框时,点击拍照按键;Step S907: When the user sees a green focus frame on the screen, click the camera button;
步骤S908:系统自动去除照片上未识别成功的人物,仅保留与参考人像库相同的人物;Step S908: The system automatically removes the unrecognized person on the photo, and only retains the same person as the reference portrait library;
步骤S909:系统自动对擦除多余人像的照片进行景物修复,修复方法是通过将之前临时保存的十张照片与被抠图照片进行对比,修补出被抠图部分的景物细节;Step S909: The system automatically performs scene restoration on the photo of the erased redundant portrait, and the repair method is to repair the details of the scene of the captured part by comparing the ten photos temporarily saved before and the captured photo;
步骤S910:照片修复完成后,系统自动保存照片,拍照完成。Step S910: After the photo restoration is completed, the system automatically saves the photo and the photographing is completed.
在上述实施例中,在取景框对焦后,进行人物识别时,可以使用人脸识别的算法,但人脸识别相较人物体貌特征识别具有局限性,人物体貌特征识别在预置参考人像时同一人物仅需内置一张照片即可。In the above embodiment, after the framing frame is focused, the face recognition algorithm can be used when performing the person recognition, but the face recognition has limitations compared to the human object feature recognition, and the human object feature recognition is the same when the preset reference portrait is used. People only need to have a built-in photo.
本发明主要是整合人物识别、人像擦除和图片修复技术,实现一种智能人物识别的景点拍照模式,此模式能自动识别出要拍摄的人物,自动去除照片中的其他闲杂人,改善用户在拍景点照片时容易拍到闲杂人的痛点。The invention mainly integrates character recognition, portrait erasure and picture repair technology, and realizes an attraction photograph mode of intelligent character recognition. This mode can automatically recognize the characters to be photographed, automatically remove other idle people in the photo, and improve the user. It is easy to take pictures of the pain points of the noisy people when taking photos of the spots.
针对相关技术中的,用户只能通过手动选取或系统自动识别动态背景的方式删除照片中的多余人物,删除内容具有一定局限性。而本发明实施例中的技术方案具有一定的改善效果:通过本发明实施例中的方案可以自动识别出照片中要保留的人物,其他未被识别成功的人物均作为多余人物删除,同时保留景物细节,整个操作更加智能化。可以同时擦除照片中动态和静态的多余人物,删除效果更充分。识别参考人像是根据体貌特征进行识别,在预置参考人像时同一人物仅需预置一张照片即可,用户无需一次预置多角度照片,操作更便捷。For the related art, the user can only delete the redundant characters in the photo by manually selecting or automatically recognizing the dynamic background, and deleting the content has certain limitations. However, the technical solution in the embodiment of the present invention has a certain improvement effect: the solution to be retained in the photo can be automatically recognized by the solution in the embodiment of the present invention, and other unrecognized characters are deleted as redundant characters while retaining the scene Details, the whole operation is more intelligent. You can erase the dynamic and static extra characters in the photo at the same time, and the deletion effect is more sufficient. The identification reference portrait is identified according to the physical features. When the reference portrait is preset, the same character only needs to preset a photo, and the user does not need to preset the multi-angle photo at one time, and the operation is more convenient.
需要说明的是,上述各个模块是可以通过软件或硬件来实现的,对于后者,可以通过以 下方式实现,但不限于此:上述模块均位于同一处理器中;或者,上述模块分别位于多个处理器中。It should be noted that each of the foregoing modules may be implemented by software or hardware. For the latter, The following manner is implemented, but is not limited thereto: the above modules are all located in the same processor; or, the above modules are respectively located in multiple processors.
本发明的实施例还提供了一种存储介质。可选地,在本实施例中,上述存储介质可以被设置为存储用于执行以下步骤的程序代码:Embodiments of the present invention also provide a storage medium. Optionally, in the embodiment, the foregoing storage medium may be configured to store program code for performing the following steps:
S1,识别待处理照片中的预定物体图像;S1, identifying a predetermined object image in the photo to be processed;
S2,擦除上述待处理照片中的其他物体图像,其中,该其他物体图像为上述待处理照片中除识别的预定物体图像之外的与该预定物体图像同类的物体图像;S2, erasing other object images in the to-be-processed photo, wherein the other object image is an object image of the same as the predetermined object image except the recognized predetermined object image in the to-be-processed photo;
S3,对擦除了上述其他物体图像的待处理照片进行修复处理。S3, repairing the to-be-processed photo with the image of the other object erased.
可选地,在本实施例中,上述存储介质可以包括但不限于:U盘、只读存储器(Read-Only Memory,简称为ROM)、随机存取存储器(Random Access Memory,简称为RAM)、移动硬盘、磁碟或者光盘等各种可以存储程序代码的介质。Optionally, in the embodiment, the foregoing storage medium may include, but is not limited to, a USB flash drive, a Read-Only Memory (ROM), and a Random Access Memory (RAM). A variety of media that can store program code, such as a hard disk, a disk, or an optical disk.
可选地,在本实施例中,处理器根据存储介质中已存储的程序代码执行上述步骤S1-S3。Optionally, in the embodiment, the processor performs the above steps S1-S3 according to the stored program code in the storage medium.
可选地,本实施例中的具体示例可以参考上述实施例及可选实施方式中所描述的示例,本实施例在此不再赘述。For example, the specific examples in this embodiment may refer to the examples described in the foregoing embodiments and the optional embodiments, and details are not described herein again.
显然,本领域的技术人员应该明白,上述的本发明的各模块或各步骤可以用通用的计算装置来实现,它们可以集中在单个的计算装置上,或者分布在多个计算装置所组成的网络上,可选地,它们可以用计算装置可执行的程序代码来实现,从而,可以将它们存储在存储装置中由计算装置来执行,并且在某些情况下,可以以不同于此处的顺序执行所示出或描述的步骤,或者将它们分别制作成各个集成电路模块,或者将它们中的多个模块或步骤制作成单个集成电路模块来实现。这样,本发明不限制于任何特定的硬件和软件结合。It will be apparent to those skilled in the art that the various modules or steps of the present invention described above can be implemented by a general-purpose computing device that can be centralized on a single computing device or distributed across a network of multiple computing devices. Alternatively, they may be implemented by program code executable by the computing device such that they may be stored in the storage device by the computing device and, in some cases, may be different from the order herein. The steps shown or described are performed, or they are separately fabricated into individual integrated circuit modules, or a plurality of modules or steps thereof are fabricated as a single integrated circuit module. Thus, the invention is not limited to any specific combination of hardware and software.
以上所述仅为本发明的优选实施例而已,并不用于限制本发明,对于本领域的技术人员来说,本发明可以有各种更改和变化。凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The above description is only the preferred embodiment of the present invention, and is not intended to limit the present invention, and various modifications and changes can be made to the present invention. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and scope of the present invention are intended to be included within the scope of the present invention.
工业实用性Industrial applicability
如上所述,本发明实施例提供的一种照片处理方法及装置具有以下有益效果:解决了相关技术中存在的需要人工干预从而导致无法及时消除照片中的无关图像,用户体验度低的问题,进而实现了拍照完成后由终端智能识别并消除照片中的无关图像,提高照片处理效率,改善用户体验的效果。 As described above, the photo processing method and apparatus provided by the embodiments of the present invention have the following beneficial effects: solving the problem that the related art requires manual intervention, which may result in the inability to eliminate irrelevant images in the photo in time, and the user experience is low. Furthermore, after the photographing is completed, the terminal intelligently recognizes and eliminates irrelevant images in the photo, improves the photo processing efficiency, and improves the user experience.

Claims (10)

  1. 一种照片处理方法,包括:A photo processing method comprising:
    识别待处理照片中的预定物体图像;Identifying a predetermined object image in the photo to be processed;
    擦除所述待处理照片中的其他物体图像,其中,所述其他物体图像为所述待处理照片中除识别的所述预定物体图像之外的与所述预定物体图像同类的物体图像;Erasing other object images in the to-be-processed photo, wherein the other object image is an object image of the same to the predetermined object image except the identified predetermined object image in the to-be-processed photo;
    对擦除了所述其他物体图像的待处理照片进行修复处理。A repair process is performed on the to-be-processed photo from which the other object image is erased.
  2. 根据权利要求1所述的方法,其中,识别所述待处理照片中的所述预定物体图像包括:The method of claim 1, wherein the identifying the predetermined object image in the to-be-processed photo comprises:
    根据预先保存的第一照片识别所述待处理照片中的所述预定物体图像;或者,Identifying the predetermined object image in the to-be-processed photo according to the first photo saved in advance; or
    通过扫描所述预定物体图像对应的预定物体的方式识别所述待处理照片中的所述预定物体图像。The predetermined object image in the to-be-processed photo is identified by scanning a predetermined object corresponding to the predetermined object image.
  3. 根据权利要求2所述的方法,其中,根据所述第一照片识别所述待处理照片中的所述预定物体图像包括:The method according to claim 2, wherein the identifying the predetermined object image in the to-be-processed photo according to the first photo comprises:
    调用预先保存的所述第一照片;Calling the first photo saved in advance;
    将所述第一照片中的物体图像与所述待处理照片中的物体图像进行一一对比;Comparing the image of the object in the first photo with the image of the object in the photo to be processed;
    确定所述待处理照片中与所述第一照片中的物体图像相似度大于或等于预定值的物体图像为所述预定物体图像。Determining, in the photo to be processed, an object image having an image similarity with an object image in the first photo that is greater than or equal to a predetermined value is the predetermined object image.
  4. 根据权利要求1所述的方法,其中,对擦除了所述其他物体图像的待处理照片进行修复处理包括以下至少之一:The method of claim 1, wherein the repairing the photo to be processed that erases the image of the other object comprises at least one of the following:
    根据预先保存的第二照片对擦除了所述其他物体图像的待处理照片进行修复处理,其中,所述第二照片包括所述待处理照片中除所述物体图像之外的背景图像;Performing a repair process on the to-be-processed image from which the other object image is erased according to the second photo saved in advance, wherein the second photo includes a background image other than the object image in the to-be-processed photo;
    根据所述待处理照片中所述其他物体图像周围的图像对所述待处理照片进行修复处理。And repairing the to-be-processed photo according to an image around the other object image in the to-be-processed photo.
  5. 根据权利要求4所述的方法,其中,根据预先保存的所述第二照片对擦除了所述其他物体图像的待处理照片进行修复处理包括:The method according to claim 4, wherein the repairing the image to be processed from which the other object image is erased according to the second photo saved in advance comprises:
    获取所述第二照片中与所述待处理照片中的所述其他物体图像的位置对应的背景图像;Obtaining, in the second photo, a background image corresponding to a location of the other object image in the to-be-processed photo;
    将所述第二照片中的与所述其他物体图像的位置对应的背景图像填充到所述待处理照片中擦除了所述其他物体图像的位置。Filling a background image corresponding to the position of the other object image in the second photo to a position in the to-be-processed photo where the other object image is erased.
  6. 一种照片处理装置,包括:A photo processing device comprising:
    识别模块,设置为识别待处理照片中的预定物体图像; An identification module configured to identify a predetermined object image in the photo to be processed;
    擦除模块,设置为擦除所述待处理照片中的其他物体图像,其中,所述其他物体图像为所述待处理照片中除识别的所述预定物体图像之外的与所述预定物体图像同类的物体图像;An erasing module configured to erase other object images in the to-be-processed photo, wherein the other object image is an image of the predetermined object other than the identified predetermined object image in the to-be-processed photo An image of the same kind of object;
    处理模块,设置为对擦除了所述其他物体图像的待处理照片进行修复处理。The processing module is configured to perform a repair process on the to-be-processed photo from which the other object image is erased.
  7. 根据权利要求6所述的装置,其中,所述识别模块包括:The apparatus of claim 6 wherein said identification module comprises:
    识别单元,设置为根据预先保存的第一照片识别所述待处理照片中的所述预定物体图像,或者通过扫描所述预定物体图像对应的预定物体的方式识别所述待处理照片中的所述预定物体图像。An identification unit configured to identify the predetermined object image in the to-be-processed photo according to a first photo saved in advance, or to identify the to-be-processed photo in a manner of scanning a predetermined object corresponding to the predetermined object image Predetermine the image of the object.
  8. 根据权利要求7所述的装置,其中,所述识别单元包括:The apparatus of claim 7, wherein the identification unit comprises:
    调用子单元,设置为调用预先保存的所述第一照片;Calling a subunit, set to call the first photo saved in advance;
    对比子单元,设置为将所述第一照片中的物体图像与所述待处理照片中的物体图像进行一一对比;a comparison subunit, configured to compare the object image in the first photo with the object image in the to-be-processed photo;
    确定子单元,设置为确定所述待处理照片中与所述第一照片中的物体图像相似度大于或等于预定值的物体图像为所述预定物体图像。The determining subunit is configured to determine that the object image in the to-be-processed photo that is similar to the object image in the first photo is greater than or equal to a predetermined value is the predetermined object image.
  9. 根据权利要求6所述的装置,其中,所述处理模块包括以下至少之一:The apparatus of claim 6 wherein said processing module comprises at least one of:
    第一处理单元,设置为根据预先保存的第二照片对擦除了所述其他物体图像的待处理照片进行修复处理,其中,所述第二照片包括所述待处理照片中除所述物体图像之外的背景图像;a first processing unit configured to perform a repair process on the to-be-processed photo from which the other object image is erased according to the second photo saved in advance, wherein the second photo includes the image of the object to be processed Background image outside
    第二处理单元,设置为根据所述待处理照片中所述其他物体图像周围的图像对所述待处理照片进行修复处理。a second processing unit configured to perform a repair process on the to-be-processed photo according to an image around the other object image in the to-be-processed photo.
  10. 根据权利要求9所述的装置,其中,所述第一处理单元包括:The apparatus of claim 9 wherein said first processing unit comprises:
    获取子单元,设置为获取所述第二照片中与所述待处理照片中的所述其他物体图像的位置对应的背景图像;Obtaining a subunit, configured to acquire a background image corresponding to a position of the other object image in the to-be-processed photo in the second photo;
    填充子单元,设置为将所述第二照片中的与所述其他物体图像的位置对应的背景图像填充到所述待处理照片中擦除了所述其他物体图像的位置。 a filling subunit, configured to fill a background image corresponding to a position of the other object image in the second photo to a position in the to-be-processed photo where the other object image is erased.
PCT/CN2016/076003 2015-10-15 2016-03-09 Photo processing method and apparatus WO2016188185A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201510671397.1 2015-10-15
CN201510671397.1A CN106603903A (en) 2015-10-15 2015-10-15 Photo processing method and apparatus

Publications (1)

Publication Number Publication Date
WO2016188185A1 true WO2016188185A1 (en) 2016-12-01

Family

ID=57392447

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2016/076003 WO2016188185A1 (en) 2015-10-15 2016-03-09 Photo processing method and apparatus

Country Status (2)

Country Link
CN (1) CN106603903A (en)
WO (1) WO2016188185A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11350043B2 (en) 2017-07-17 2022-05-31 Huawei Technologies Co., Ltd. Image processing method and terminal

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107395966A (en) * 2017-07-19 2017-11-24 维沃移动通信有限公司 A kind of photographic method, electronic equipment and computer-readable recording medium
CN107657632A (en) * 2017-08-09 2018-02-02 广东欧珀移动通信有限公司 Scene display methods and device, terminal device
CN109379531B (en) * 2018-09-29 2021-07-16 维沃移动通信有限公司 Shooting method and mobile terminal
CN109726716A (en) * 2018-12-29 2019-05-07 深圳市趣创科技有限公司 A kind of image processing method and system
CN110177216B (en) * 2019-06-28 2021-06-15 Oppo广东移动通信有限公司 Image processing method, image processing device, mobile terminal and storage medium
CN110728639B (en) * 2019-09-29 2023-07-21 三星电子(中国)研发中心 Picture restoration method and system
CN112862851B (en) * 2021-01-18 2021-10-15 网娱互动科技(北京)股份有限公司 Automatic image matting method and system based on image recognition technology
CN113724153A (en) * 2021-08-02 2021-11-30 电子科技大学 Method for eliminating redundant images based on machine learning

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060045372A1 (en) * 2004-08-27 2006-03-02 National Cheng Kung University Image-capturing device and method for removing strangers from an image
US20120320237A1 (en) * 2011-06-15 2012-12-20 Wei-Ting Liu Camera with function of removing unwanted object and method thereof
US20140177975A1 (en) * 2010-02-15 2014-06-26 Mobile Imaging In Sweden Ab Digital image manipulation
US20150022698A1 (en) * 2013-07-16 2015-01-22 Samsung Electronics Co., Ltd. Removing unwanted objects from photographed image

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060045372A1 (en) * 2004-08-27 2006-03-02 National Cheng Kung University Image-capturing device and method for removing strangers from an image
US20140177975A1 (en) * 2010-02-15 2014-06-26 Mobile Imaging In Sweden Ab Digital image manipulation
US20120320237A1 (en) * 2011-06-15 2012-12-20 Wei-Ting Liu Camera with function of removing unwanted object and method thereof
US20150022698A1 (en) * 2013-07-16 2015-01-22 Samsung Electronics Co., Ltd. Removing unwanted objects from photographed image

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11350043B2 (en) 2017-07-17 2022-05-31 Huawei Technologies Co., Ltd. Image processing method and terminal

Also Published As

Publication number Publication date
CN106603903A (en) 2017-04-26

Similar Documents

Publication Publication Date Title
WO2016188185A1 (en) Photo processing method and apparatus
US10165201B2 (en) Image processing method and apparatus and terminal device to obtain a group photo including photographer
CN103152489B (en) A kind of exhibiting method of image of autodyning and device
WO2017166726A1 (en) Intelligent image capturing method and device
CN109495686B (en) Shooting method and equipment
WO2017008353A1 (en) Capturing method and user terminal
CN108174097B (en) Picture shooting method and device, and picture shooting parameter providing method and device
JP2008048426A (en) System and method for managing digital image
US10594930B2 (en) Image enhancement and repair using sample data from other images
US20100118175A1 (en) Imaging Apparatus For Image Integration
US11089259B2 (en) Video recording method and video recording terminal
WO2019119986A1 (en) Image processing method and device, computer readable storage medium, and electronic apparatus
CN107424117B (en) Image beautifying method and device, computer readable storage medium and computer equipment
CN112702521A (en) Image shooting method and device, electronic equipment and computer readable storage medium
JP2016009266A (en) Imaging system, imaging method, and computer program
CN106713700A (en) Picture processing method and apparatus, as well as terminal
WO2016082470A1 (en) Method for image processing, device and computer storage medium
CN110047115B (en) Star image shooting method and device, computer equipment and storage medium
CN108153811B (en) Input method and device for search content, mobile terminal and storage medium
CN111833407A (en) Product rendering method and device
KR100690855B1 (en) Method for displaying photograph of the subject to be taken and mobile communication terminal using the same method
US10970901B2 (en) Single-photo generating device and method and non-volatile computer-readable media thereof
WO2019205566A1 (en) Method and device for displaying image
CN111225147A (en) Video shooting control method and device, storage medium and shooting equipment
CN110855875A (en) Method and device for acquiring background information of image

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 16799074

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 16799074

Country of ref document: EP

Kind code of ref document: A1