[go: up one dir, main page]

WO2019090502A1 - Intelligent terminal-based image capturing method and image capturing system - Google Patents

Intelligent terminal-based image capturing method and image capturing system Download PDF

Info

Publication number
WO2019090502A1
WO2019090502A1 PCT/CN2017/109874 CN2017109874W WO2019090502A1 WO 2019090502 A1 WO2019090502 A1 WO 2019090502A1 CN 2017109874 W CN2017109874 W CN 2017109874W WO 2019090502 A1 WO2019090502 A1 WO 2019090502A1
Authority
WO
WIPO (PCT)
Prior art keywords
image
shooting
template
captured image
unit
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/CN2017/109874
Other languages
French (fr)
Chinese (zh)
Inventor
詹昌松
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.)
Shenzhen Transsion Communication Co Ltd
Original Assignee
Shenzhen Transsion Communication 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 Shenzhen Transsion Communication Co Ltd filed Critical Shenzhen Transsion Communication Co Ltd
Priority to PCT/CN2017/109874 priority Critical patent/WO2019090502A1/en
Priority to CN201780096647.0A priority patent/CN111316628A/en
Publication of WO2019090502A1 publication Critical patent/WO2019090502A1/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules

Definitions

  • the present invention relates to the field of intelligent terminals, and in particular, to an image capturing method based on a smart terminal and an image capturing system.
  • smart terminals such as smart phones and tablet computers have been widely used, and smart terminals have become an indispensable necessity in the life of users. Due to the convenience of smart terminals and the improvement of the pixels of smart terminal cameras, more and more users are more inclined to take pictures through smart terminals, and enjoy and record the beauty of life at all times, especially for female users, using smart phones. When smart terminals take photos or take selfies more and more, to some extent, smart terminals have gradually replaced cameras as the mainstream tools for current photography.
  • the functions provided by the smart terminal for the user to take photos are limited to the image processing technology at the later stage of the photo, so as to improve the visual quality of the photo, such as brightness, color conversion, enhancement, suppression of certain components, geometric transformation of the image, etc.
  • image beautification To improve the quality of the image, to color, map, synthesize, shading, tint and chroma modification, add special effects, edit, repair and other methods, as well as the so-called portrait beauty, Various methods such as image beautification, among which methods of portrait treatment, such as whitening, microdermabrasion, face-lifting, slimming, enlargement, elongation, reshaping, etc., methods of image beautification, such as editing, enhancement, various Filters, mosaics, borders, stickers, text, background blur, etc., allow users to choose different beauty or filter effects after taking a photo to achieve different shooting effects.
  • methods of portrait treatment such as whitening, microdermabrasion, face-lifting, slimming, enlargement, elongation, reshaping, etc.
  • image beautification such as editing, enhancement, various Filters, mosaics, borders, stickers, text, background blur, etc.
  • the present invention provides an image capturing method based on a smart terminal and an image capturing system, wherein the image capturing method includes the steps of: preset a shooting template; calling a camera application of the smart terminal to acquire a captured image; and extracting the captured image
  • the subject and the shooting background; the subject and the background of the captured image are compared with the subject of the shooting template and the shooting background; and the user is prompted to perform the shooting adjustment according to the comparison result between the captured image and the shooting template.
  • the technical solution of the present invention in the process of taking a photo or self-timer by the user, recommends a better shooting angle or shooting skill for the user, and is convenient for the user to adjust, and the perfect photo can be obtained without post-processing.
  • an object of the present invention is to provide an image capturing method and an image capturing system based on a smart terminal.
  • an image capturing method based on a smart terminal which includes the following steps:
  • the user is prompted to perform shooting adjustment.
  • the step of preset a shooting template in the smart terminal comprises:
  • the shooting template is downloaded from the local and/or cloud database.
  • the step of calling the camera application of the smart terminal to acquire a captured image comprises:
  • the step of prompting the user to perform the shooting adjustment comprises:
  • the user is prompted to perform shooting adjustment in a dotted outline and/or a text manner.
  • the image capturing method further comprises:
  • the user is prompted to take the captured image.
  • an image capture system based on a smart terminal.
  • the image capture system includes: a template setting module, an image acquisition module, an element extraction module, an image comparison module, and an image prompting module;
  • the template setting module presets a shooting template in the smart terminal
  • the image acquisition module calls a camera application of the smart terminal to acquire a captured image
  • the element extraction module is communicably connected to the image acquisition module, and extracts a photographic subject and a shooting background of the captured image;
  • the image comparison module is communicably connected to the template setting module and the element extraction module, and compares a shooting target and a shooting background of the captured image with a shooting target of the shooting template and a shooting background;
  • the image prompting module is communicably connected to the image matching module, and prompts the user to perform shooting adjustment according to a comparison result between the captured image and the shooting template.
  • the template setting module includes: a database connection unit and a template download unit;
  • the database connection unit is connected to a local and/or cloud database
  • the template download unit is communicably connected to the database connection unit, and downloads the shooting template from the local and/or cloud database.
  • the image acquisition module includes: a camera activation unit and an image acquisition unit;
  • the camera activation unit invokes a camera application of the smart terminal to open a camera of the smart terminal;
  • the image acquisition unit is communicably connected to the camera activation unit to acquire a captured image captured by the camera viewfinder.
  • the image prompting module prompts the user to perform shooting adjustment according to a comparison result of the captured image and the shooting template in a dotted outline and/or a text manner.
  • the image capturing system further includes an image capturing module
  • the image capturing module includes: an error setting unit, an error detecting unit, an error comparing unit, and an image capturing unit;
  • the error setting unit sets an error threshold in the smart terminal
  • the error detecting unit detects an error value of the captured image and the shooting template when performing shooting adjustment
  • the error comparison unit is communicably connected to the error setting unit and the error detecting unit, and compares the shooting An error value of the image and the shooting template and the error threshold;
  • the image capturing unit is in communication with the error comparison unit, and prompts the user to capture the captured image when the error value of the captured image and the shooting template is less than the error threshold.
  • the image capturing method and the image capturing system provided by the present invention wherein the image capturing method comprises the steps of: preset a shooting template; calling a camera application of the smart terminal to acquire a captured image; extracting a captured image of the captured image and shooting background The subject and the shooting background of the captured image are compared with the shooting target and the shooting background; and the user is prompted to perform shooting adjustment according to the comparison result between the captured image and the shooting template.
  • the technical solution of the present invention in the process of taking a photo or self-timer by the user, recommends a better shooting angle or shooting skill for the user, and is convenient for the user to adjust, and the perfect photo can be obtained without post-processing.
  • FIG. 1 is a flow chart showing an image capturing method in accordance with a preferred embodiment of the present invention
  • FIG. 2 is a schematic flow chart of a template setting step of the image capturing method of FIG. 1;
  • FIG. 3 is a schematic flow chart of an image acquisition step of the image capturing method of FIG. 1;
  • FIG. 4 is a schematic flow chart of an image capturing step of the image capturing method of FIG. 3;
  • FIG. 5 is a schematic structural diagram of an image capturing system according to a preferred embodiment of the present invention.
  • FIG. 6 is a schematic structural diagram of a template setting module of the image capturing system of FIG. 5;
  • FIG. 7 is a schematic structural diagram of an image acquisition module of the image capture system of FIG. 5;
  • FIG. 8 is a schematic structural diagram of an image capturing module of the image capturing system of FIG. 7.
  • FIG. 8 is a schematic structural diagram of an image capturing module of the image capturing system of FIG. 7.
  • first, second, etc. may be used in the present invention to describe various acquisition modules, they should not be limited to these terms. These terms are only used to distinguish acquisition modules of the same type from one another.
  • first acquisition module may also be referred to as a second acquisition module without departing from the scope of the present invention.
  • second acquisition module may also be referred to as a first acquisition module.
  • the words "when” can be interpreted as “when” or “if” or “in response to determining” as used herein.
  • connection should be understood broadly, and may be, for example, a mechanical connection or an electrical connection, or may be internal communication between two elements. They are directly connected, and may also be indirectly connected through an intermediate medium. For those skilled in the art, the specific meanings of the above terms may be understood according to specific situations.
  • the image capturing method and image capturing system of the present invention can be applied to smart terminals, and the smart terminals can be implemented in various forms.
  • the smart terminal described in the present invention may include intelligence such as a mobile phone, a smart phone, a notebook computer, a PDA (Personal Digital Assistant), a PAD (Tablet), a PMP (Portable Multimedia Player), a navigation device, a smart watch, and the like.
  • Terminals, as well as fixed terminals such as digital TVs, desktop computers, and the like.
  • the present invention will be described on the assumption that the terminal is a smart terminal and that the smart terminal is a smart phone.
  • an intelligent terminal-based image capturing method of the present invention includes the following steps:
  • S200 Calling a camera application of the smart terminal to acquire a captured image
  • S400 comparing a photographic subject and a shooting background of the captured image with a photographic subject and a shooting background of the shooting template;
  • S500 prompt the user to perform shooting adjustment according to a comparison result between the captured image and the shooting template.
  • the image capturing method of the present invention in the process of taking a photo or self-photographing by the user, a better shooting angle or shooting skill is recommended for the user, which is convenient for the user to adjust. To this end, it is necessary to set a shooting template in the camera of the smart phone in advance.
  • the shooting template can be a general photography textbook, a photo gallery, etc., which includes recommended shooting angles and/or shooting techniques.
  • the shooting angle refers to the angle between the camera of the smartphone and the specific part of the subject or the subject when the user takes a photo with the smartphone camera, or the angle of the camera of the smartphone with the horizontal or vertical direction, or intelligence.
  • the angle between the camera of the mobile phone and a reference object or a certain direction For example, when the user uses the front camera to perform self-photographing, the face is taken as a specific part of the subject, and the shooting angle here may be an angle formed by the front camera of the smart phone and the face, and specifically, may be set as a smart phone.
  • the front camera and the left face of the subject form an elevation angle of 45°, that is, the front camera of the smartphone is higher than the left face and has an angle of 45°, so that a petite and self-photographing is obtained; for example, the user
  • the subject's legs are used as the specific part of the subject.
  • the angle of the shot can be the angle formed by the rear camera of the smartphone and the legs. Specifically, it can be set to smart.
  • the angle between the rear camera of the mobile phone and the legs of the subject is 45°, so that a photo of the leg extension effect is obtained.
  • the shooting technique refers to the shooting line of sight between the subject and the camera of the smartphone, the shooting posture of the subject, the expression, the props used, the composition at the time of shooting, the light source at the time of shooting, when the user takes a picture with the smartphone camera, The style of shooting, etc.
  • the user is recommended to use different shooting postures, expressions, props, etc. according to different face types of the user.
  • the user's face is divided into: round face, long face, square face, elliptical face or Inverted triangle face (melon face), pear-shaped face, etc.
  • the corresponding shooting skills are: round face: side 45 ° ⁇ 60 ° angle, use the props to cover a part of the face, highlighting the contour of the face, highlighting the three-dimensional sense; long face: Slightly lower head, look up, frontal; square face: three-quarter side or front side angle shooting, use side backlight; elliptical face or inverted triangle face (melon face): natural expression, snap; pear-shaped face: 45° angle Shoot and make full use of gestures.
  • the step of preset a shooting template in the smart terminal includes:
  • S120 Download the shooting template from the local and/or cloud database.
  • a shooting template is preset in the smartphone.
  • the shooting template can be downloaded by the user or the camera application can be downloaded by connecting to a local and/or cloud database.
  • Personalized recommendation techniques can be based on web or P2P technology.
  • the personalized recommendation technology is mainly developed in the field of web page access. According to the technology used, it can be divided into two categories: one is a rule-based personalized recommendation system; the other is an information filtering system. Among them, the information filtering system can be subdivided into a content-based filtering system and a collaborative filtering system.
  • the rule-based personalized recommendation system firstly estimates the content of interest that the user has not browsed or clicked according to the content of interest that the current user browses or clicks, and then according to the degree of support (or importance) of the rule, Sort and present this content to the user.
  • the extraction of rules is usually done automatically by user or by mining techniques. The more rules there are, the higher the accuracy of the recommendation.
  • the content-based filtering system implements recommending resources to users by calculating the similarity between user behavior characteristics and resource characteristics.
  • the collaborative filtering system is similar to the content filtering based system, but compares the similarities between different users, finds several of the most similar neighbor users, and predicts the user's interests through neighboring users, thereby recommending resources to the users.
  • P2P Peer to Peer
  • P2P applications are increasingly favored by users.
  • no central node provides services, and the status of all nodes is equal.
  • Each node is both serviced.
  • the requesting party is also the provider of the service.
  • P2P has changed the previous information sharing method based on C/S architecture. Users change from passive information receptors to active information sources, and users can conveniently contribute local resources through P2P system.
  • the personalized service based on P2P system is still in its infancy.
  • the content of personalized service recommendation for P2P system also includes recommendation friends, and P2P system provides a kind of user through interest. Find ways to find interesting content.
  • S200 calling a camera application of the smart terminal to acquire a shooting
  • the steps of the image include:
  • S210 Calling a camera application of the smart terminal to open a camera of the smart terminal;
  • S220 Acquire a captured image captured by the camera viewfinder.
  • the image capturing method of the present invention there are various methods for acquiring a captured image, for example, calling a photo album application of a smart phone, acquiring an image that has been completed in the photo album, or starting a camera of the smart phone, and acquiring the image before shooting. , the image captured in the camera finder frame.
  • the camera captured in the camera captures the captured image in the camera frame, and specifically includes, but is not limited to, identifying which camera is enabled by the smartphone, such as a front camera and a rear camera; and identifying the enabled camera mode.
  • identifying which camera is enabled by the smartphone such as a front camera and a rear camera
  • identifying the enabled camera mode such as camera mode, video mode, or normal mode, self-timer mode, panoramic mode, depth of field mode, delay mode, timing mode, slow motion mode, etc.
  • the object of the subject, the background of the shooting, and the shooting mode further identify and extract the feature information of the subject, such as identifying the subject as the human body, the shooting mode is self-photographing, and further identifying and extracting the subject according to the proportion of the subject occupying the frame of the frame.
  • the specific part is the face.
  • Digital image processing techniques including image transformation, image enhancement techniques, etc., are employed for the recognition and extraction of the subject in the framing frame, the specific part of the subject, and the background of the subject.
  • the conversion of analog image to digital image is realized by image transformation, which facilitates subsequent processing.
  • the methods of image transformation mainly include Fourier transform, Walsh-Hadamard transform and discrete Kafner-Levy transform.
  • Fourier transform is Fourier transform, including Fourier transform and Fourier inverse transform, Fourier transform is used to transform from real to frequency domain, and Fourier inverse transform is used to convert from frequency domain to real domain.
  • the two-dimensional Fourier transform is used to transform from the spatial domain to the transform domain.
  • the transform domain image is the two-dimensional spectrum of the original spatial domain image.
  • the DC term is proportional to the average of the original image brightness, and the high-frequency term is characterized. The intensity and direction of the edge changes in the image.
  • the Walsh-Adamama transform and the discrete Kafner-Levy transform can also realize the conversion function from analog image to digital image.
  • the implementation method of Walsh-Adamama transform is relative to Fu.
  • the inner-leaf transformation is simpler, the computer has higher computing speed and the storage capacity is small;
  • the discrete Kaffner-Levy transform is a transformation based on the statistical properties of the image, also known as the Hotlin transform or the eigenvector transform.
  • the image is transformed from the real number domain to the frequency domain by Fourier transform, Walsh-Hadamard transform and discrete Kafner-Levy transform, there are different frequency components in the image.
  • the image transformation is gentle at low frequency components in the frequency domain.
  • the same block of the same color in the original image is the same or similar and the color block without color mutation is transformed into the frequency domain and then is the low frequency component; the abrupt part or the edge part of the original image is in the frequency domain.
  • the high-frequency components for example, adjacent color patches having large color differences in the original image are converted to the frequency domain and their boundaries correspond to high-frequency components.
  • the image enhancement technique is used to enhance the high-frequency component of the image, so that the outline of the image is clear, thereby facilitating extraction.
  • the image converted to the frequency domain is filtered by a high-pass filter, the low-frequency component is suppressed, the high-frequency component is passed, and the high-frequency component is enhanced, thereby enhancing the edge, and the subject, the specific part of the subject, and the background contour of the subject are captured. Clear and easy to extract.
  • image segmentation can be realized, thereby extracting the object and the object.
  • -S400 comparing the photographic subject and the shooting background of the captured image with the photographic subject and the shooting background of the shooting template
  • the extracted subject, the specific part of the subject, the shooting background and the feature template in the shooting template are search-matched, and by setting a threshold, when the similarity exceeds the threshold, the result of the matching is output.
  • This process is divided into two categories: one is confirmation, one-to-one image comparison process, and the other is recognition, which is a one-to-many image matching process.
  • -S500 prompting the user to perform shooting adjustment according to the comparison result of the captured image and the shooting template.
  • the user is prompted to perform shooting adjustment in a dotted outline and/or a text manner.
  • the difference between the captured image and the shooting template is displayed, by the outline of the dotted line and/or the bubble
  • the text mode reminds the user to change the shooting angle or use the shooting technique to match the shooting template.
  • the image capturing method further includes:
  • the user is prompted to take the captured image.
  • the prompt is displayed.
  • the user takes a picture.
  • the present invention also discloses an image capture system 100 based on a smart terminal.
  • the image capture system 100 includes a template setting module 11 , an image acquisition module 12 , an element extraction module 13 , and an image comparison module 14 .
  • the template setting module 11 presets a shooting template in the smart terminal
  • the image acquisition module 12 calls a camera application of the smart terminal to acquire a captured image
  • the element extraction module 13 is communicably connected to the image acquisition module 12, and extracts a photographic subject and a shooting background of the captured image;
  • the image comparison module 14 is communicably connected to the template setting module 11 and the element extraction module 13 to compare the object to be photographed and the shooting background with the object of the shooting template and the shooting background;
  • the image prompting module 15 is communicably connected to the image matching module 14, and prompts the user to perform shooting adjustment according to the comparison result between the captured image and the shooting template.
  • the template setting module 11 includes: a database connection unit and a template download unit;
  • the database connection unit is connected to a local and/or cloud database
  • the template download unit is communicably connected to the database connection unit, and downloads the shooting template from the local and/or cloud database.
  • the image acquisition module 12 includes: a camera activation unit and an image acquisition unit;
  • the camera activation unit invokes a camera application of the smart terminal to open a camera of the smart terminal;
  • the image acquisition unit is communicably connected to the camera activation unit to acquire a captured image captured by the camera viewfinder.
  • the image prompting module 15 prompts the user to perform shooting adjustment according to the result of the comparison between the captured image and the shooting template in a dotted outline and/or a text manner.
  • the image capturing system 100 further includes an image capturing module 16;
  • the image capturing module 16 includes: an error setting unit, an error detecting unit, an error comparing unit, and an image capturing unit;
  • the error setting unit sets an error threshold in the smart terminal
  • the error detecting unit detects an error value of the captured image and the shooting template when performing shooting adjustment
  • the error comparison unit is communicably connected to the error setting unit and the error detecting unit, and compares an error value of the captured image with the shooting template with the error threshold;
  • the image capturing unit is in communication with the error comparison unit, and prompts the user to capture the captured image when the error value of the captured image and the shooting template is less than the error threshold.

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Studio Devices (AREA)

Abstract

Provided in the present invention are an intelligent terminal-based image capturing method and image capturing system, the image capturing method comprising the following steps: presetting a capturing template; calling a camera application of an intelligent terminal to acquire a captured image; extracting a capture object and capturing background of the captured image; comparing the capture object and the capturing background of the captured image to a capture object and capturing background of the capturing template; and prompting a user to adjust capturing according to the result of the comparison between the captured image and the capturing template. According to the technical solution of the present invention, a better capturing angle or capturing technique is recommended to a user in the process of the user taking a photo or taking a selfie, which facilitates the user adjusting to obtain a perfect photo without post-processing.

Description

一种基于智能终端的图像拍摄方法及图像拍摄系统Image capturing method based on intelligent terminal and image capturing system 技术领域Technical field

本发明涉及智能终端领域,尤其涉及一种基于智能终端的图像拍摄方法及图像拍摄系统。The present invention relates to the field of intelligent terminals, and in particular, to an image capturing method based on a smart terminal and an image capturing system.

背景技术Background technique

随着电子信息技术的不断发展,智能手机、平板电脑等智能终端已经得到广泛的应用,智能终端已经成为用户生活中不可或缺的必需品。由于智能终端携带的便利性和智能终端摄像头像素的大大提高,越来越多的用户更倾向于通过智能终端进行拍照,时刻享受并记录生活中的美好,尤其对于女性用户来说,使用智能手机等智能终端进行拍照或自拍的行为越来越多,在某种程度上,智能终端已经逐渐取代相机成为当前拍照的主流工具。With the continuous development of electronic information technology, smart terminals such as smart phones and tablet computers have been widely used, and smart terminals have become an indispensable necessity in the life of users. Due to the convenience of smart terminals and the improvement of the pixels of smart terminal cameras, more and more users are more inclined to take pictures through smart terminals, and enjoy and record the beauty of life at all times, especially for female users, using smart phones. When smart terminals take photos or take selfies more and more, to some extent, smart terminals have gradually replaced cameras as the mainstream tools for current photography.

智能终端发展到今天不知不觉间已经经历了十多年,在这十几年里,智能终端的软硬件、用户体验都发生了颠覆性的变化,随着智能终端技术的不断进步,用户已不仅仅满足于使用智能终端的相机功能单纯地拍摄照片进行实时记录,而是希望拍摄出效果更好、更加多样化、个性化的照片。为了满足用户对于拍摄照片的个性化、多样化的需求,智能终端的相机为用户拍摄照片或自拍照片提供了越来越多的功能。The development of intelligent terminals has been experienced for more than ten years. In the past ten years, the software, hardware and user experience of intelligent terminals have undergone subversive changes. With the continuous advancement of smart terminal technology, users have Not only is it satisfied that the camera function using the smart terminal simply takes a photo for real-time recording, but prefers to take a photo that is better, more diverse, and personalized. In order to meet the user's personalized and diverse needs for taking photos, the camera of the smart terminal provides more and more functions for users to take photos or take self-portrait photos.

目前,智能终端为用户拍摄照片提供的功能多限于照片后期的图像处理技术,以提高照片的视感质量,如进行图像的亮度、彩色变换,增强、抑制某些成分,对图像进行几何变换等,以改善图像的质量,对图像进行调色、抠图、合成、明暗修改、彩度和色度的修改、添加特殊效果、编辑、修复等各种方法,以及通常所说的人像美颜、图像美化等的各种方法,其中,人像美颜处理的方法,例如美白、磨皮、瘦脸、瘦身、放大、拉长、重塑等方法,图像美化处理的方法,例如编辑、增强、各种滤镜、马赛克、边框、贴纸、文字、背景虚化等,使用户可以在拍照后选择不同的美颜或滤镜效果以达到不同的拍摄效果。At present, the functions provided by the smart terminal for the user to take photos are limited to the image processing technology at the later stage of the photo, so as to improve the visual quality of the photo, such as brightness, color conversion, enhancement, suppression of certain components, geometric transformation of the image, etc. To improve the quality of the image, to color, map, synthesize, shading, tint and chroma modification, add special effects, edit, repair and other methods, as well as the so-called portrait beauty, Various methods such as image beautification, among which methods of portrait treatment, such as whitening, microdermabrasion, face-lifting, slimming, enlargement, elongation, reshaping, etc., methods of image beautification, such as editing, enhancement, various Filters, mosaics, borders, stickers, text, background blur, etc., allow users to choose different beauty or filter effects after taking a photo to achieve different shooting effects.

在实际应用中,在使用智能终端的相机功能时,往往是对智能终端上已经拍摄或保 存的照片进行后期润色修饰,得到相应效果的后期照片,而不能在照片拍摄过程中实时推荐用户效果更好的拍摄角度和拍摄技巧,方便用户调整,无需后期处理即可得到最完美的照片。In practical applications, when using the camera function of the smart terminal, it is often taken or guaranteed on the smart terminal. The stored photos are post-touched to obtain the later photos of the corresponding effects, and the user can not recommend the user's better shooting angle and shooting skills in real time during the photo shooting process, which is convenient for the user to adjust, and the perfect photo can be obtained without post processing.

因此,本发明提供了一种基于智能终端的图像拍摄方法及图像拍摄系统,其中,图像拍摄方法包括以下步骤:预设一拍摄模板;调用智能终端的相机应用,获取一拍摄图像;提取拍摄图像的拍摄对象及拍摄背景;将拍摄图像的拍摄对象及拍摄背景与拍摄模板的拍摄对象及拍摄背景进行比对;根据拍摄图像与拍摄模板的比对结果,提示用户进行拍摄调整。本发明的技术方案,在用户拍摄照片或自拍的过程中,为用户推荐更好的拍摄角度或拍摄技巧,方便用户调整,无需后期处理即可得到最完美的照片。Therefore, the present invention provides an image capturing method based on a smart terminal and an image capturing system, wherein the image capturing method includes the steps of: preset a shooting template; calling a camera application of the smart terminal to acquire a captured image; and extracting the captured image The subject and the shooting background; the subject and the background of the captured image are compared with the subject of the shooting template and the shooting background; and the user is prompted to perform the shooting adjustment according to the comparison result between the captured image and the shooting template. The technical solution of the present invention, in the process of taking a photo or self-timer by the user, recommends a better shooting angle or shooting skill for the user, and is convenient for the user to adjust, and the perfect photo can be obtained without post-processing.

发明内容Summary of the invention

为了克服上述技术缺陷,本发明的目的在于提供一种基于智能终端的图像拍摄方法及图像拍摄系统。In order to overcome the above technical deficiencies, an object of the present invention is to provide an image capturing method and an image capturing system based on a smart terminal.

本发明的一方面,公开了一种基于智能终端的图像拍摄方法,包括以下步骤:In an aspect of the invention, an image capturing method based on a smart terminal is disclosed, which includes the following steps:

于所述智能终端内预设一拍摄模板;Presetting a shooting template in the smart terminal;

调用所述智能终端的相机应用,获取一拍摄图像;Calling the camera application of the smart terminal to acquire a captured image;

提取所述拍摄图像的拍摄对象及拍摄背景;Extracting a photographic subject of the captured image and a shooting background;

将所述拍摄图像的拍摄对象及拍摄背景与所述拍摄模板的拍摄对象及拍摄背景进行比对;Comparing the photographic subject and the shooting background of the captured image with the photographic subject and the shooting background of the shooting template;

根据所述拍摄图像与所述拍摄模板的比对结果,提示用户进行拍摄调整。According to the comparison result of the captured image and the shooting template, the user is prompted to perform shooting adjustment.

优选地,于所述智能终端内预设一拍摄模板的步骤包括:Preferably, the step of preset a shooting template in the smart terminal comprises:

连接一本地和/或云端数据库;Connect to a local and/or cloud database;

从所述本地和/或云端数据库下载所述拍摄模板。The shooting template is downloaded from the local and/or cloud database.

优选地,调用所述智能终端的相机应用,获取一拍摄图像的步骤包括:Preferably, the step of calling the camera application of the smart terminal to acquire a captured image comprises:

调用所述智能终端的相机应用,开启所述智能终端的摄像头;Calling a camera application of the smart terminal to open a camera of the smart terminal;

获取所述摄像头取景器捕捉的拍摄图像。Acquiring the captured image captured by the camera viewfinder.

优选地,根据所述拍摄图像与所述拍摄模板的比对结果,提示用户进行拍摄调整的步骤包括:Preferably, according to the comparison result of the captured image and the shooting template, the step of prompting the user to perform the shooting adjustment comprises:

根据所述拍摄图像与所述拍摄模板的比对结果,以虚线轮廓和/或文字方式提示用户进行拍摄调整。According to the comparison result of the captured image and the shooting template, the user is prompted to perform shooting adjustment in a dotted outline and/or a text manner.

优选地,所述图像拍摄方法还包括: Preferably, the image capturing method further comprises:

于所述智能终端内设定一误差阈值;Setting an error threshold in the smart terminal;

检测进行拍摄调整时所述拍摄图像与所述拍摄模板的误差值;Detecting an error value of the captured image and the shooting template when performing shooting adjustment;

比较所述拍摄图像与所述拍摄模板的误差值与所述误差阈值;Comparing an error value of the captured image with the shooting template with the error threshold;

当所述拍摄图像与所述拍摄模板的误差值小于所述误差阈值时,提示用户拍摄所述拍摄图像。When the error value of the captured image and the shooting template is less than the error threshold, the user is prompted to take the captured image.

本发明的另一方面,公开了一种基于智能终端的图像拍摄系统,所述图像拍摄系统包括:模板设定模块、图像获取模块、要素提取模块、图像比对模块、图像提示模块;In another aspect of the present invention, an image capture system based on a smart terminal is disclosed. The image capture system includes: a template setting module, an image acquisition module, an element extraction module, an image comparison module, and an image prompting module;

所述模板设定模块,于所述智能终端内预设一拍摄模板;The template setting module presets a shooting template in the smart terminal;

所述图像获取模块,调用所述智能终端的相机应用,获取一拍摄图像;The image acquisition module calls a camera application of the smart terminal to acquire a captured image;

所述要素提取模块,与所述图像获取模块通信连接,提取所述拍摄图像的拍摄对象及拍摄背景;The element extraction module is communicably connected to the image acquisition module, and extracts a photographic subject and a shooting background of the captured image;

所述图像比对模块,与所述模板设定模块、要素提取模块通信连接,将所述拍摄图像的拍摄对象及拍摄背景与所述拍摄模板的拍摄对象及拍摄背景进行比对;The image comparison module is communicably connected to the template setting module and the element extraction module, and compares a shooting target and a shooting background of the captured image with a shooting target of the shooting template and a shooting background;

所述图像提示模块,与所述图像比对模块通信连接,根据所述拍摄图像与所述拍摄模板的比对结果,提示用户进行拍摄调整。The image prompting module is communicably connected to the image matching module, and prompts the user to perform shooting adjustment according to a comparison result between the captured image and the shooting template.

优选地,所述模板设定模块包括:数据库连接单元、模板下载单元;Preferably, the template setting module includes: a database connection unit and a template download unit;

所述数据库连接单元,连接一本地和/或云端数据库;The database connection unit is connected to a local and/or cloud database;

所述模板下载单元,与所述数据库连接单元通信连接,从所述本地和/或云端数据库下载所述拍摄模板。The template download unit is communicably connected to the database connection unit, and downloads the shooting template from the local and/or cloud database.

优选地,所述图像获取模块包括:摄像头启动单元、图像获取单元;Preferably, the image acquisition module includes: a camera activation unit and an image acquisition unit;

所述摄像头启动单元,调用所述智能终端的相机应用,开启所述智能终端的摄像头;The camera activation unit invokes a camera application of the smart terminal to open a camera of the smart terminal;

所述图像获取单元,与所述摄像头启动单元通信连接,获取所述摄像头取景器捕捉的拍摄图像。The image acquisition unit is communicably connected to the camera activation unit to acquire a captured image captured by the camera viewfinder.

优选地,所述图像提示模块,根据所述拍摄图像与所述拍摄模板的比对结果,以虚线轮廓和/或文字方式提示用户进行拍摄调整。Preferably, the image prompting module prompts the user to perform shooting adjustment according to a comparison result of the captured image and the shooting template in a dotted outline and/or a text manner.

优选地,所述图像拍摄系统还包括图像拍摄模块;Preferably, the image capturing system further includes an image capturing module;

所述图像拍摄模块包括:误差设定单元、误差检测单元、误差比较单元、图像拍摄单元;The image capturing module includes: an error setting unit, an error detecting unit, an error comparing unit, and an image capturing unit;

所述误差设定单元,于所述智能终端内设定一误差阈值;The error setting unit sets an error threshold in the smart terminal;

所述误差检测单元,检测进行拍摄调整时所述拍摄图像与所述拍摄模板的误差值;The error detecting unit detects an error value of the captured image and the shooting template when performing shooting adjustment;

所述误差比较单元,与所述误差设定单元、误差检测单元通信连接,比较所述拍摄 图像与所述拍摄模板的误差值与所述误差阈值;The error comparison unit is communicably connected to the error setting unit and the error detecting unit, and compares the shooting An error value of the image and the shooting template and the error threshold;

所述图像拍摄单元,与所述误差比较单元通信连,当所述拍摄图像与所述拍摄模板的误差值小于所述误差阈值时,提示用户拍摄所述拍摄图像。The image capturing unit is in communication with the error comparison unit, and prompts the user to capture the captured image when the error value of the captured image and the shooting template is less than the error threshold.

采用了上述技术方案后,与现有技术相比,具有以下有益效果:After adopting the above technical solution, compared with the prior art, the following beneficial effects are obtained:

1.本发明提供的图像拍摄方法及图像拍摄系统,其中,图像拍摄方法包括以下步骤:预设一拍摄模板;调用智能终端的相机应用,获取一拍摄图像;提取拍摄图像的拍摄对象及拍摄背景;将拍摄图像的拍摄对象及拍摄背景与拍摄模板的拍摄对象及拍摄背景进行比对;根据拍摄图像与拍摄模板的比对结果,提示用户进行拍摄调整。本发明的技术方案,在用户拍摄照片或自拍的过程中,为用户推荐更好的拍摄角度或拍摄技巧,方便用户调整,无需后期处理即可得到最完美的照片。The image capturing method and the image capturing system provided by the present invention, wherein the image capturing method comprises the steps of: preset a shooting template; calling a camera application of the smart terminal to acquire a captured image; extracting a captured image of the captured image and shooting background The subject and the shooting background of the captured image are compared with the shooting target and the shooting background; and the user is prompted to perform shooting adjustment according to the comparison result between the captured image and the shooting template. The technical solution of the present invention, in the process of taking a photo or self-timer by the user, recommends a better shooting angle or shooting skill for the user, and is convenient for the user to adjust, and the perfect photo can be obtained without post-processing.

附图说明DRAWINGS

图1为符合本发明一优选实施例的图像拍摄方法的流程示意图;1 is a flow chart showing an image capturing method in accordance with a preferred embodiment of the present invention;

图2为图1的图像拍摄方法的模板设定步骤的流程示意图;2 is a schematic flow chart of a template setting step of the image capturing method of FIG. 1;

图3为图1的图像拍摄方法的图像获取步骤的流程示意图;3 is a schematic flow chart of an image acquisition step of the image capturing method of FIG. 1;

图4为图3的图像拍摄方法的图像拍摄步骤的流程示意图;4 is a schematic flow chart of an image capturing step of the image capturing method of FIG. 3;

图5为符合本发明一优选实施例的图像拍摄系统的结构示意图;FIG. 5 is a schematic structural diagram of an image capturing system according to a preferred embodiment of the present invention; FIG.

图6为图5的图像拍摄系统的模板设定模块的结构示意图;6 is a schematic structural diagram of a template setting module of the image capturing system of FIG. 5;

图7为图5的图像拍摄系统的图像获取模块的结构示意图;7 is a schematic structural diagram of an image acquisition module of the image capture system of FIG. 5;

图8为图7的图像拍摄系统的图像拍摄模块的结构示意图。FIG. 8 is a schematic structural diagram of an image capturing module of the image capturing system of FIG. 7. FIG.

附图标记:Reference mark:

100-图像拍摄系统;100-image shooting system;

11-模板设定模块;11-template setting module;

12-图像获取模块;12-image acquisition module;

13-要素提取模块;13-element extraction module;

14-图像比对模块;14-image comparison module;

15-图像提示模块;15-image prompt module;

16-图像拍摄模块。16-image capture module.

具体实施方式Detailed ways

以下结合附图与具体实施例进一步阐述本发明的优点。 Advantages of the present invention are further explained below in conjunction with the accompanying drawings and specific embodiments.

这里将详细地对示例性实施例进行说明,其示例表示在附图中。下面的描述涉及附图时,除非另有表示,不同附图中的相同数字表示相同或相似的要素。以下示例性实施例中所描述的实施方式并不代表与本发明相一致的所有实施方式。相反,它们仅是与如所附权利要求书中所详述的、本发明的一些方面相一致的装置和方法的例子。Exemplary embodiments will be described in detail herein, examples of which are illustrated in the accompanying drawings. The following description refers to the same or similar elements in the different figures unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present invention. Instead, they are merely examples of devices and methods consistent with aspects of the invention as detailed in the appended claims.

在本发明使用的术语是仅仅出于描述特定实施例的目的,而非旨在限制本发明。在本发明和所附权利要求书中所使用的单数形式的“一”、“一种”、“所述”、“该”等也旨在包括多数形式,除非上下文清楚地表示其他含义。还应当理解,本文中使用的术语“和/或”是指并包含一个或多个相关联的列出项目的任何或所有可能组合。The terminology used in the present invention is for the purpose of describing particular embodiments, and is not intended to limit the invention. The singular forms "a", "the", "the" and "the" It should also be understood that the term "and/or" as used herein refers to and encompasses any and all possible combinations of one or more of the associated listed items.

应当理解,尽管在本发明可能采用术语第一、第二等来描述各种获取模块,但不应限于这些术语。这些术语仅用来将同一类型的获取模块彼此区分开。例如,在不脱离本发明范围的情况下,第一获取模块也可以被称为第二获取模块,类似地,第二获取模块也可以被称为第一获取模块。取决于语境,如在此所使用的词语“当……时”可以被解释成为“在……时”或“如果”或“响应于确定”。It should be understood that although the terms first, second, etc. may be used in the present invention to describe various acquisition modules, they should not be limited to these terms. These terms are only used to distinguish acquisition modules of the same type from one another. For example, the first acquisition module may also be referred to as a second acquisition module without departing from the scope of the present invention. Similarly, the second acquisition module may also be referred to as a first acquisition module. Depending on the context, the words "when" can be interpreted as "when" or "if" or "in response to determining" as used herein.

在本发明的描述中,除非另有规定和限定,需要说明的是,术语“连接”等应做广义理解,例如,可以是机械连接或电连接,也可以是两个元件内部的连通,可以是直接相连,也可以通过中间媒介间接相连,对于本领域的普通技术人员而言,可以根据具体情况理解上述术语的具体含义。In the description of the present invention, unless otherwise specified and limited, it should be noted that the term "connected" or the like should be understood broadly, and may be, for example, a mechanical connection or an electrical connection, or may be internal communication between two elements. They are directly connected, and may also be indirectly connected through an intermediate medium. For those skilled in the art, the specific meanings of the above terms may be understood according to specific situations.

在后续的描述中,使用用于表示元件的诸如“模块”、“单元”的后缀仅为了有利于本发明的说明,其本身并没有特定的意义。因此,“模块”与“单元”可以混合地使用。In the following description, the use of suffixes such as "module" and "unit" for indicating elements is merely an explanation for facilitating the present invention, and does not have a specific meaning per se. Therefore, "module" and "unit" can be used in combination.

本发明的图像拍摄方法及图像拍摄系统,可以应用于智能终端,智能终端可以以各种形式来实施。例如,本发明中描述的智能终端可以包括诸如移动电话、智能电话、笔记本电脑、PDA(个人数字助理)、PAD(平板电脑)、PMP(便携式多媒体播放器)、导航装置、智能手表等的智能终端,以及诸如数字TV、台式计算机等的固定终端。下面,假设终端是智能终端,并假设该智能终端为智能手机,对本发明进行说明。然而,本领域技术人员将理解的是,除了特别用于移动目的的元件之外,根据本发明的实施方式的构造也能够应用于固定类型的终端。为便于描述,本发明实施例均以智能手机为例进行说明,其它应用场景相互参照即可。The image capturing method and image capturing system of the present invention can be applied to smart terminals, and the smart terminals can be implemented in various forms. For example, the smart terminal described in the present invention may include intelligence such as a mobile phone, a smart phone, a notebook computer, a PDA (Personal Digital Assistant), a PAD (Tablet), a PMP (Portable Multimedia Player), a navigation device, a smart watch, and the like. Terminals, as well as fixed terminals such as digital TVs, desktop computers, and the like. Hereinafter, the present invention will be described on the assumption that the terminal is a smart terminal and that the smart terminal is a smart phone. However, those skilled in the art will appreciate that configurations in accordance with embodiments of the present invention can be applied to fixed type terminals in addition to components that are specifically for mobile purposes. For convenience of description, the embodiments of the present invention are described by taking a smart phone as an example, and other application scenarios may be referred to each other.

参考图1,本发明的基于智能终端的图像拍摄方法,其特征在于,包括以下步骤:Referring to FIG. 1 , an intelligent terminal-based image capturing method of the present invention includes the following steps:

S100:于所述智能终端内预设一拍摄模板;S100: preset a shooting template in the smart terminal;

S200:调用所述智能终端的相机应用,获取一拍摄图像;S200: Calling a camera application of the smart terminal to acquire a captured image;

S300:提取所述拍摄图像的拍摄对象及拍摄背景; S300: extracting a photographic subject of the captured image and a shooting background;

S400:将所述拍摄图像的拍摄对象及拍摄背景与所述拍摄模板的拍摄对象及拍摄背景进行比对;S400: comparing a photographic subject and a shooting background of the captured image with a photographic subject and a shooting background of the shooting template;

S500:根据所述拍摄图像与所述拍摄模板的比对结果,提示用户进行拍摄调整。S500: prompt the user to perform shooting adjustment according to a comparison result between the captured image and the shooting template.

具体地:specifically:

-S100:于所述智能终端内预设一拍摄模板;-S100: preset a shooting template in the smart terminal;

本发明的图像拍摄方法,在用户拍摄照片或自拍的过程中,为用户推荐更好的拍摄角度或拍摄技巧,方便用户调整,为此,需要预先在智能手机的相机内设定一拍摄模板。拍摄模板可以是通用的摄影教材、摄影图集等,其中包含了推荐的拍摄角度和/或拍摄技巧等。In the image capturing method of the present invention, in the process of taking a photo or self-photographing by the user, a better shooting angle or shooting skill is recommended for the user, which is convenient for the user to adjust. To this end, it is necessary to set a shooting template in the camera of the smart phone in advance. The shooting template can be a general photography textbook, a photo gallery, etc., which includes recommended shooting angles and/or shooting techniques.

拍摄角度是指,用户使用智能手机摄像头进行拍照时,智能手机的摄像头与拍摄对象或拍摄对象的特定部位所成的角度,或智能手机的摄像头与水平或竖直方向所成的角度,或智能手机的摄像头与某一参照物或某一方向所成的角度等。例如,用户使用前置摄像头进行自拍时,以人脸作为拍摄对象的特定部位,这里的拍摄角度可以为智能手机的前置摄像头与人脸所成的角度,具体地,可以设置为智能手机的前置摄像头与拍摄对象左脸所成的角度为仰角45°,即智能手机的前置摄像头高于左脸并呈45°夹角,如此获得一张娇小可人的自拍照;又如,用户使用后置摄像头为他人拍摄照片时,以拍摄对象的腿部作为拍摄对象的特定部位,这里的拍摄角度可以为智能手机的后置摄像头与双腿所成的角度,具体地,可以设置为智能手机的后置摄像头与拍摄对象双腿所成的角度为俯角45°,如此获得一张腿部拉长效果的照片。The shooting angle refers to the angle between the camera of the smartphone and the specific part of the subject or the subject when the user takes a photo with the smartphone camera, or the angle of the camera of the smartphone with the horizontal or vertical direction, or intelligence. The angle between the camera of the mobile phone and a reference object or a certain direction. For example, when the user uses the front camera to perform self-photographing, the face is taken as a specific part of the subject, and the shooting angle here may be an angle formed by the front camera of the smart phone and the face, and specifically, may be set as a smart phone. The front camera and the left face of the subject form an elevation angle of 45°, that is, the front camera of the smartphone is higher than the left face and has an angle of 45°, so that a petite and self-photographing is obtained; for example, the user When using the rear camera to take photos for others, the subject's legs are used as the specific part of the subject. The angle of the shot here can be the angle formed by the rear camera of the smartphone and the legs. Specifically, it can be set to smart. The angle between the rear camera of the mobile phone and the legs of the subject is 45°, so that a photo of the leg extension effect is obtained.

拍摄技巧是指,用户使用智能手机摄像头进行拍照时,拍摄对象与智能手机的摄像头之间的拍摄视线、拍摄对象的拍摄姿势、表情、所利用的道具、拍摄时的构图、拍摄时的光源、拍摄的风格等。例如,用户使用前置摄像头进行自拍时,根据用户的不同脸型,推荐用户使用不同的拍摄姿势、表情、道具等,具体地,将用户脸型划分为:圆脸、长脸、方脸、椭圆脸或倒三角脸(瓜子脸)、梨形脸等,分别对应的拍摄技巧为:圆脸:侧45°~60°角度,使用道具将脸的一部分遮盖,凸现脸部轮廓,凸显立体感;长脸:稍低头,向上看,正面拍摄;方脸:四分之三侧面或正侧角度拍摄,使用侧逆光;椭圆脸或倒三角脸(瓜子脸):表情自然,抓拍;梨形脸:45°角度拍摄,充分运用手势。The shooting technique refers to the shooting line of sight between the subject and the camera of the smartphone, the shooting posture of the subject, the expression, the props used, the composition at the time of shooting, the light source at the time of shooting, when the user takes a picture with the smartphone camera, The style of shooting, etc. For example, when the user uses the front camera to perform self-photographing, the user is recommended to use different shooting postures, expressions, props, etc. according to different face types of the user. Specifically, the user's face is divided into: round face, long face, square face, elliptical face or Inverted triangle face (melon face), pear-shaped face, etc., the corresponding shooting skills are: round face: side 45 ° ~ 60 ° angle, use the props to cover a part of the face, highlighting the contour of the face, highlighting the three-dimensional sense; long face: Slightly lower head, look up, frontal; square face: three-quarter side or front side angle shooting, use side backlight; elliptical face or inverted triangle face (melon face): natural expression, snap; pear-shaped face: 45° angle Shoot and make full use of gestures.

参考图2,在一优选实施例中,S100:于所述智能终端内预设一拍摄模板的步骤包括:Referring to FIG. 2, in a preferred embodiment, S100: the step of preset a shooting template in the smart terminal includes:

S110:连接一本地和/或云端数据库;S110: connecting a local and/or cloud database;

S120:从所述本地和/或云端数据库下载所述拍摄模板。 S120: Download the shooting template from the local and/or cloud database.

首先在智能手机内预设一拍摄模板,拍摄模板可以由用户自行下载或是相机应用自带的,可以通过连接一本地和/或云端数据库进行下载。First, a shooting template is preset in the smartphone. The shooting template can be downloaded by the user or the camera application can be downloaded by connecting to a local and/or cloud database.

具体在连接数据库时,可以有多种方式,例如连接本地数据库,预先通过网上下载、人工收集等方式获取通用的摄影教材及摄影图集,并保存到本地数据库中,但是对于智能设备飞速发展的时代而言,在实际连接使用这种方式创建的本地数据库时,往往存在以下问题,用户拍摄的照片各种各样,而本地数据库的方式能够提供的摄影教材及摄影图集往往是非常有限的,不可能全面覆盖到所有用户可能拍摄的图像,可能在本地数据库中未保存此种拍摄图像,这时便会在后续出现比对失败的结果。为此,本实施例中,还可以连接一基于网络平台的网络数据库而生成的云端数据库,通过云端数据库中的海量资源进行拍摄模板的下载。Specifically, when connecting to the database, there are various ways, such as connecting to a local database, obtaining common photographic teaching materials and photography atlas through online downloading, manual collection, etc., and saving them to a local database, but for the rapid development of smart devices. In terms of times, when actually connecting to a local database created in this way, there are often the following problems. The photos taken by the users are various, and the photographic materials and photography atlas that the local database can provide are often very limited. It is impossible to fully cover all the images that may be taken by the user. It may not be saved in the local database, and the result of the comparison failure will follow. To this end, in this embodiment, a cloud database generated based on a network database of the network platform may be connected, and the shooting template is downloaded through a massive resource in the cloud database.

进一步地,将获取的拍摄模板及推荐的拍摄角度或拍摄技巧等通过个性化推荐技术的筛选后,返回并推荐给用户。个性化推荐技术可以是基于web或P2P技术展开的。Further, the captured photographing template and the recommended shooting angle or shooting skill are filtered through the personalized recommendation technique, and then returned and recommended to the user. Personalized recommendation techniques can be based on web or P2P technology.

个性化推荐技术主要是在Web页面访问领域展开的,根据其所采用的技术可以分为两大类:一类是基于规则的个性化推荐系统;一类是信息过滤系统。其中,信息过滤系统又可以细分为基于内容的过滤系统和协作过滤系统。基于规则的个性化推荐系统首先根据当前用户浏览或点击过的感兴趣的内容,按照规则推算出用户还没有浏览或点击过的感兴趣的内容,然后根据规则的支持度(或重要程度),对这些内容排序并展现给用户。规则的提取通常是通过用户定制或通过挖掘技术自动发现。规则越多,推荐的准确度越高。基于内容的过滤系统是通过计算用户行为特征和资源特征的相似度来实现向用户推荐资源。协作过滤系统与基于内容过滤的系统相似,不过比较的是不同用户之间的相似度,找出若干个最相似的邻居用户,并通过邻居用户来预测用户的兴趣,从而向用户推荐资源。The personalized recommendation technology is mainly developed in the field of web page access. According to the technology used, it can be divided into two categories: one is a rule-based personalized recommendation system; the other is an information filtering system. Among them, the information filtering system can be subdivided into a content-based filtering system and a collaborative filtering system. The rule-based personalized recommendation system firstly estimates the content of interest that the user has not browsed or clicked according to the content of interest that the current user browses or clicks, and then according to the degree of support (or importance) of the rule, Sort and present this content to the user. The extraction of rules is usually done automatically by user or by mining techniques. The more rules there are, the higher the accuracy of the recommendation. The content-based filtering system implements recommending resources to users by calculating the similarity between user behavior characteristics and resource characteristics. The collaborative filtering system is similar to the content filtering based system, but compares the similarities between different users, finds several of the most similar neighbor users, and predicts the user's interests through neighboring users, thereby recommending resources to the users.

随着P2P(Peer to Peer)技术的成熟,P2P应用越来越受到用户的青睐,在P2P网络中,没有中心节点专门提供服务,所有节点之间的地位是平等的,每个节点既是服务的请求方,也是服务的提供方。P2P改变了以往的基于C/S架构的信息共享方式,用户从被动的信息受体转变为主动的信息源,用户通过P2P系统方便地把本地的资源贡献出来。目前,基于P2P系统的个性化服务还处于起步阶段,相对基于Web的个性化服务来说,面向P2P系统的个性化服务推荐的内容还包括推荐好友,P2P系统提供了一种通过感兴趣的用户找到感兴趣的内容的途径。With the maturity of P2P (Peer to Peer) technology, P2P applications are increasingly favored by users. In P2P networks, no central node provides services, and the status of all nodes is equal. Each node is both serviced. The requesting party is also the provider of the service. P2P has changed the previous information sharing method based on C/S architecture. Users change from passive information receptors to active information sources, and users can conveniently contribute local resources through P2P system. At present, the personalized service based on P2P system is still in its infancy. Compared with the personalized service based on Web, the content of personalized service recommendation for P2P system also includes recommendation friends, and P2P system provides a kind of user through interest. Find ways to find interesting content.

-S200:调用所述智能终端的相机应用,获取一拍摄图像;-S200: calling a camera application of the smart terminal to acquire a captured image;

参考图3,在一优选实施例中,S200:调用所述智能终端的相机应用,获取一拍摄 图像的步骤包括:Referring to FIG. 3, in a preferred embodiment, S200: calling a camera application of the smart terminal to acquire a shooting The steps of the image include:

S210:调用所述智能终端的相机应用,开启所述智能终端的摄像头;S210: Calling a camera application of the smart terminal to open a camera of the smart terminal;

S220:获取所述摄像头取景器捕捉的拍摄图像。S220: Acquire a captured image captured by the camera viewfinder.

本发明的图像拍摄方法,获取拍摄图像的方法可以有多种,例如,调用智能手机的相册应用,获取相册中一张已完成拍摄的图像,也可以是启动智能手机的摄像头,获取在拍摄前,摄像头取景框内捕捉到的图像。In the image capturing method of the present invention, there are various methods for acquiring a captured image, for example, calling a photo album application of a smart phone, acquiring an image that has been completed in the photo album, or starting a camera of the smart phone, and acquiring the image before shooting. , the image captured in the camera finder frame.

-S300:提取所述拍摄图像的拍摄对象及拍摄背景;-S300: extracting a subject of the captured image and a shooting background;

以启动智能手机的摄像头,获取摄像头取景框内捕捉到的图像为例,具体地,可以包括但不限于,识别智能手机启用了哪个摄像头,如前置摄像头、后置摄像头;识别启用的拍照模式,如照相模式、录像模式,或普通模式、自拍模式、全景模式、景深模式、延时模式、定时模式、慢动作模式等;识别并提取拍摄对象、拍摄背景,如人体、物品,以及根据识别的拍摄对象、拍摄背景及拍摄模式等信息进一步识别并提取拍摄对象的特征信息,如识别拍摄对象为人体,拍摄模式为自拍,并根据拍摄对象占据取景框画面的比例,进一步识别并提取拍摄对象的特定部位为脸部。For example, the camera captured in the camera captures the captured image in the camera frame, and specifically includes, but is not limited to, identifying which camera is enabled by the smartphone, such as a front camera and a rear camera; and identifying the enabled camera mode. , such as camera mode, video mode, or normal mode, self-timer mode, panoramic mode, depth of field mode, delay mode, timing mode, slow motion mode, etc.; identify and extract the subject, shooting background, such as human body, items, and according to recognition The object of the subject, the background of the shooting, and the shooting mode further identify and extract the feature information of the subject, such as identifying the subject as the human body, the shooting mode is self-photographing, and further identifying and extracting the subject according to the proportion of the subject occupying the frame of the frame. The specific part is the face.

对取景框中拍摄对象、拍摄对象特定部位、拍摄背景的识别与提取采用数字图像处理技术,包括图像变换、图像增强技术等。Digital image processing techniques, including image transformation, image enhancement techniques, etc., are employed for the recognition and extraction of the subject in the framing frame, the specific part of the subject, and the background of the subject.

首先,通过图像变换实现模拟图像到数字图像的转换,方便后续的处理,图像变换的方法主要有傅里叶变换、沃尔什-阿达玛变换以及离散卡夫纳-勒维变换。傅里叶变换即Fourier变换,包括傅里叶正变换与傅里叶逆变换,傅里叶正变换实现从实数域到频域的转换,傅里叶逆变换实现从频域到实数域的转换,此处采用二维傅里叶正变换,从空间域变换到转换域,转换域图像是原空间域图像的二维频谱,其直流项与原图像亮度的平均值成比例,高频项表征图像中边缘变化的强度和方向。除傅里叶变换外,沃尔什-阿达玛变换与离散卡夫纳-勒维变换也可以实现模拟图像到数字图像的转换功能,其中,沃尔什-阿达玛变换的实现方法相对与傅里叶变换更简单,计算机的运算速度更高,存储容量小;离散卡夫纳-勒维变换是以图像的统计特性为基础的变换,又称霍特林变换或本征向量变换。Firstly, the conversion of analog image to digital image is realized by image transformation, which facilitates subsequent processing. The methods of image transformation mainly include Fourier transform, Walsh-Hadamard transform and discrete Kafner-Levy transform. Fourier transform is Fourier transform, including Fourier transform and Fourier inverse transform, Fourier transform is used to transform from real to frequency domain, and Fourier inverse transform is used to convert from frequency domain to real domain. Here, the two-dimensional Fourier transform is used to transform from the spatial domain to the transform domain. The transform domain image is the two-dimensional spectrum of the original spatial domain image. The DC term is proportional to the average of the original image brightness, and the high-frequency term is characterized. The intensity and direction of the edge changes in the image. In addition to the Fourier transform, the Walsh-Adamama transform and the discrete Kafner-Levy transform can also realize the conversion function from analog image to digital image. The implementation method of Walsh-Adamama transform is relative to Fu. The inner-leaf transformation is simpler, the computer has higher computing speed and the storage capacity is small; the discrete Kaffner-Levy transform is a transformation based on the statistical properties of the image, also known as the Hotlin transform or the eigenvector transform.

通过傅里叶变换、沃尔什-阿达玛变换以及离散卡夫纳-勒维变换中的任一种变换方法实现图像从实数域变换到频域后,在图像中存在不同的频率分量,原图像变换平缓处为频域中的低频分量,如,原图像中同一块颜色相同或相近且没有颜色突变的色块变换到频域后为低频分量;原图像突变部分或边缘部分为频域中的高频分量,如,原图像中存在颜色差别较大的相邻色块,则转换至频域后其边界对应高频分量。因此,在提取相 应的拍摄对象、拍摄对象特定部位、拍摄背景时,采用图像增强技术,强化图像高频分量,使图像中轮廓清晰,从而方便提取。此处,通过高通滤波器对变换到频域的图像进行滤波,抑制低频分量,使高频分量通过,实现高频分量的增强,从而强化边缘,使拍摄对象、拍摄对象特定部位、拍摄背景轮廓清晰,便于提取。After the image is transformed from the real number domain to the frequency domain by Fourier transform, Walsh-Hadamard transform and discrete Kafner-Levy transform, there are different frequency components in the image. The image transformation is gentle at low frequency components in the frequency domain. For example, the same block of the same color in the original image is the same or similar and the color block without color mutation is transformed into the frequency domain and then is the low frequency component; the abrupt part or the edge part of the original image is in the frequency domain. The high-frequency components, for example, adjacent color patches having large color differences in the original image are converted to the frequency domain and their boundaries correspond to high-frequency components. Therefore, in extracting the phase When the subject is photographed, the specific part of the subject is photographed, and the background is photographed, the image enhancement technique is used to enhance the high-frequency component of the image, so that the outline of the image is clear, thereby facilitating extraction. Here, the image converted to the frequency domain is filtered by a high-pass filter, the low-frequency component is suppressed, the high-frequency component is passed, and the high-frequency component is enhanced, thereby enhancing the edge, and the subject, the specific part of the subject, and the background contour of the subject are captured. Clear and easy to extract.

强化拍摄对象、拍摄对象特定部位、拍摄背景的轮廓后,需要对拍摄图像进行分割,提取拍摄对象、拍摄对象特定部位、拍摄背景。根据图像中像素的亮度及颜色进行分割,包括灰度阀值分割法、区域生长分割法、边缘分割法以及基于直方图递归分割法,均可实现图像的分割,从而达到提取拍摄对象、拍摄对象特定部位、拍摄背景的目的。After enhancing the subject, the specific part of the subject, and the outline of the background, you need to divide the captured image to extract the subject, the specific part of the subject, and the background. According to the brightness and color of pixels in the image, including gray threshold segmentation method, region growing segmentation method, edge segmentation method and histogram recursive segmentation method, image segmentation can be realized, thereby extracting the object and the object. The purpose of the specific part and the background.

-S400:将所述拍摄图像的拍摄对象及拍摄背景与所述拍摄模板的拍摄对象及拍摄背景进行比对;-S400: comparing the photographic subject and the shooting background of the captured image with the photographic subject and the shooting background of the shooting template;

提取的拍摄对象、拍摄对象特定部位、拍摄背景与拍摄模板中的特征模板进行搜索匹配,通过设定一个阈值,当相似度超过这一阈值,则把匹配得到的结果输出。这一过程又分为两类:一类是确认,是一对一进行图像比较的过程,另一类是辨认,是一对多进行图像匹配对比的过程。The extracted subject, the specific part of the subject, the shooting background and the feature template in the shooting template are search-matched, and by setting a threshold, when the similarity exceeds the threshold, the result of the matching is output. This process is divided into two categories: one is confirmation, one-to-one image comparison process, and the other is recognition, which is a one-to-many image matching process.

-S500:根据所述拍摄图像与所述拍摄模板的比对结果,提示用户进行拍摄调整。-S500: prompting the user to perform shooting adjustment according to the comparison result of the captured image and the shooting template.

在一优选实施例中,根据所述拍摄图像与所述拍摄模板的比对结果,以虚线轮廓和/或文字方式提示用户进行拍摄调整。In a preferred embodiment, according to the comparison result of the captured image and the shooting template, the user is prompted to perform shooting adjustment in a dotted outline and/or a text manner.

本发明的图像拍摄方法,在对拍摄对象、拍摄对象特定部位、拍摄背景与拍摄模板中的特征模板进行比对后,显示拍摄图像与拍摄模板之间的差值,通过虚线轮廓和/或气泡文字的方式进行提醒,提示用户改变拍摄角度或使用拍摄技巧,以与拍摄模板相匹配。In the image capturing method of the present invention, after comparing the photographic subject, the specific part of the photographic subject, the shooting background, and the feature template in the shooting template, the difference between the captured image and the shooting template is displayed, by the outline of the dotted line and/or the bubble The text mode reminds the user to change the shooting angle or use the shooting technique to match the shooting template.

参考图4,在一优选实施例中,所述图像拍摄方法还包括:Referring to FIG. 4, in a preferred embodiment, the image capturing method further includes:

于所述智能终端内设定一误差阈值;Setting an error threshold in the smart terminal;

检测进行拍摄调整时所述拍摄图像与所述拍摄模板的误差值;Detecting an error value of the captured image and the shooting template when performing shooting adjustment;

比较所述拍摄图像与所述拍摄模板的误差值与所述误差阈值;Comparing an error value of the captured image with the shooting template with the error threshold;

当所述拍摄图像与所述拍摄模板的误差值小于所述误差阈值时,提示用户拍摄所述拍摄图像。When the error value of the captured image and the shooting template is less than the error threshold, the user is prompted to take the captured image.

本发明的图像拍摄方法,当用户改变拍摄角度或使用拍摄技巧,与拍摄模板的匹配度达到一定阈值时,即,摄图像与所述拍摄模板的误差值小于预先设定的误差阈值时,提示用户进行拍摄。In the image capturing method of the present invention, when the user changes the shooting angle or uses the shooting technique, and the matching degree with the shooting template reaches a certain threshold, that is, when the error value of the captured image and the shooting template is less than a preset error threshold, the prompt is displayed. The user takes a picture.

参考图5,本发明还公开了一种基于智能终端的图像拍摄系统100,所述图像拍摄系统100包括:模板设定模块11、图像获取模块12、要素提取模块13、图像比对模块14、 图像提示模块15;Referring to FIG. 5, the present invention also discloses an image capture system 100 based on a smart terminal. The image capture system 100 includes a template setting module 11 , an image acquisition module 12 , an element extraction module 13 , and an image comparison module 14 . Image prompting module 15;

所述模板设定模块11,于所述智能终端内预设一拍摄模板;The template setting module 11 presets a shooting template in the smart terminal;

所述图像获取模块12,调用所述智能终端的相机应用,获取一拍摄图像;The image acquisition module 12 calls a camera application of the smart terminal to acquire a captured image;

所述要素提取模块13,与所述图像获取模块12通信连接,提取所述拍摄图像的拍摄对象及拍摄背景;The element extraction module 13 is communicably connected to the image acquisition module 12, and extracts a photographic subject and a shooting background of the captured image;

所述图像比对模块14,与所述模板设定模块11、要素提取模块13通信连接,将所述拍摄图像的拍摄对象及拍摄背景与所述拍摄模板的拍摄对象及拍摄背景进行比对;The image comparison module 14 is communicably connected to the template setting module 11 and the element extraction module 13 to compare the object to be photographed and the shooting background with the object of the shooting template and the shooting background;

所述图像提示模块15,与所述图像比对模块14通信连接,根据所述拍摄图像与所述拍摄模板的比对结果,提示用户进行拍摄调整。The image prompting module 15 is communicably connected to the image matching module 14, and prompts the user to perform shooting adjustment according to the comparison result between the captured image and the shooting template.

参考图6,在一优选实施例中,所述模板设定模块11包括:数据库连接单元、模板下载单元;Referring to FIG. 6, in a preferred embodiment, the template setting module 11 includes: a database connection unit and a template download unit;

所述数据库连接单元,连接一本地和/或云端数据库;The database connection unit is connected to a local and/or cloud database;

所述模板下载单元,与所述数据库连接单元通信连接,从所述本地和/或云端数据库下载所述拍摄模板。The template download unit is communicably connected to the database connection unit, and downloads the shooting template from the local and/or cloud database.

参考图7,在一优选实施例中,所述图像获取模块12包括:摄像头启动单元、图像获取单元;Referring to FIG. 7, in a preferred embodiment, the image acquisition module 12 includes: a camera activation unit and an image acquisition unit;

所述摄像头启动单元,调用所述智能终端的相机应用,开启所述智能终端的摄像头;The camera activation unit invokes a camera application of the smart terminal to open a camera of the smart terminal;

所述图像获取单元,与所述摄像头启动单元通信连接,获取所述摄像头取景器捕捉的拍摄图像。The image acquisition unit is communicably connected to the camera activation unit to acquire a captured image captured by the camera viewfinder.

在一优选实施例中,所述图像提示模块15,根据所述拍摄图像与所述拍摄模板的比对结果,以虚线轮廓和/或文字方式提示用户进行拍摄调整。In a preferred embodiment, the image prompting module 15 prompts the user to perform shooting adjustment according to the result of the comparison between the captured image and the shooting template in a dotted outline and/or a text manner.

参考图8,在一优选实施例中,所述图像拍摄系统100还包括图像拍摄模块16;Referring to FIG. 8, in a preferred embodiment, the image capturing system 100 further includes an image capturing module 16;

所述图像拍摄模块16包括:误差设定单元、误差检测单元、误差比较单元、图像拍摄单元;The image capturing module 16 includes: an error setting unit, an error detecting unit, an error comparing unit, and an image capturing unit;

所述误差设定单元,于所述智能终端内设定一误差阈值;The error setting unit sets an error threshold in the smart terminal;

所述误差检测单元,检测进行拍摄调整时所述拍摄图像与所述拍摄模板的误差值;The error detecting unit detects an error value of the captured image and the shooting template when performing shooting adjustment;

所述误差比较单元,与所述误差设定单元、误差检测单元通信连接,比较所述拍摄图像与所述拍摄模板的误差值与所述误差阈值;The error comparison unit is communicably connected to the error setting unit and the error detecting unit, and compares an error value of the captured image with the shooting template with the error threshold;

所述图像拍摄单元,与所述误差比较单元通信连,当所述拍摄图像与所述拍摄模板的误差值小于所述误差阈值时,提示用户拍摄所述拍摄图像。The image capturing unit is in communication with the error comparison unit, and prompts the user to capture the captured image when the error value of the captured image and the shooting template is less than the error threshold.

应当注意的是,本发明的实施例有较佳的实施性,且并非对本发明作任何形式的限 制,任何熟悉该领域的技术人员可能利用上述揭示的技术内容变更或修饰为等同的有效实施例,但凡未脱离本发明技术方案的内容,依据本发明的技术实质对以上实施例所作的任何修改或等同变化及修饰,均仍属于本发明技术方案的范围内。 It should be noted that the embodiments of the present invention are preferred and are not intended to limit the invention in any way. Any person skilled in the art may use the above-disclosed technical contents to change or modify the same as the effective embodiments, but any modifications made to the above embodiments according to the technical essence of the present invention without departing from the technical solution of the present invention. Equivalent changes and modifications are still within the scope of the technical solutions of the present invention.

Claims (10)

一种基于智能终端的图像拍摄方法,其特征在于,包括以下步骤:An image capturing method based on a smart terminal, comprising the steps of: 于所述智能终端内预设一拍摄模板;Presetting a shooting template in the smart terminal; 调用所述智能终端的相机应用,获取一拍摄图像;Calling the camera application of the smart terminal to acquire a captured image; 提取所述拍摄图像的拍摄对象及拍摄背景;Extracting a photographic subject of the captured image and a shooting background; 将所述拍摄图像的拍摄对象及拍摄背景与所述拍摄模板的拍摄对象及拍摄背景进行比对;Comparing the photographic subject and the shooting background of the captured image with the photographic subject and the shooting background of the shooting template; 根据所述拍摄图像与所述拍摄模板的比对结果,提示用户进行拍摄调整。According to the comparison result of the captured image and the shooting template, the user is prompted to perform shooting adjustment. 如权利要求1所述的图像拍摄方法,其特征在于,The image capturing method according to claim 1, wherein 于所述智能终端内预设一拍摄模板的步骤包括:The step of preset a shooting template in the smart terminal includes: 连接一本地和/或云端数据库;Connect to a local and/or cloud database; 从所述本地和/或云端数据库下载所述拍摄模板。The shooting template is downloaded from the local and/or cloud database. 如权利要求1所述的图像拍摄方法,其特征在于,The image capturing method according to claim 1, wherein 调用所述智能终端的相机应用,获取一拍摄图像的步骤包括:The step of acquiring a camera image by calling the camera application of the smart terminal includes: 调用所述智能终端的相机应用,开启所述智能终端的摄像头;Calling a camera application of the smart terminal to open a camera of the smart terminal; 获取所述摄像头取景器捕捉的拍摄图像。Acquiring the captured image captured by the camera viewfinder. 如权利要求3所述的图像拍摄方法,其特征在于,The image capturing method according to claim 3, wherein 根据所述拍摄图像与所述拍摄模板的比对结果,提示用户进行拍摄调整的步骤包括:According to the comparison result of the captured image and the shooting template, the step of prompting the user to perform the shooting adjustment includes: 根据所述拍摄图像与所述拍摄模板的比对结果,以虚线轮廓和/或文字方式提示用户进行拍摄调整。According to the comparison result of the captured image and the shooting template, the user is prompted to perform shooting adjustment in a dotted outline and/or a text manner. 如权利要求4所述的图像拍摄方法,其特征在于,The image capturing method according to claim 4, wherein 所述图像拍摄方法还包括:The image capturing method further includes: 于所述智能终端内设定一误差阈值;Setting an error threshold in the smart terminal; 检测进行拍摄调整时所述拍摄图像与所述拍摄模板的误差值;Detecting an error value of the captured image and the shooting template when performing shooting adjustment; 比较所述拍摄图像与所述拍摄模板的误差值与所述误差阈值;Comparing an error value of the captured image with the shooting template with the error threshold; 当所述拍摄图像与所述拍摄模板的误差值小于所述误差阈值时,提示用户拍摄所述拍摄图像。When the error value of the captured image and the shooting template is less than the error threshold, the user is prompted to take the captured image. 一种基于智能终端的图像拍摄系统,其特征在于, An image capturing system based on a smart terminal, characterized in that 所述图像拍摄系统包括:模板设定模块、图像获取模块、要素提取模块、图像比对模块、图像提示模块;The image capturing system includes: a template setting module, an image acquisition module, an element extraction module, an image comparison module, and an image prompting module; 所述模板设定模块,于所述智能终端内预设一拍摄模板;The template setting module presets a shooting template in the smart terminal; 所述图像获取模块,调用所述智能终端的相机应用,获取一拍摄图像;The image acquisition module calls a camera application of the smart terminal to acquire a captured image; 所述要素提取模块,与所述图像获取模块通信连接,提取所述拍摄图像的拍摄对象及拍摄背景;The element extraction module is communicably connected to the image acquisition module, and extracts a photographic subject and a shooting background of the captured image; 所述图像比对模块,与所述模板设定模块、要素提取模块通信连接,将所述拍摄图像的拍摄对象及拍摄背景与所述拍摄模板的拍摄对象及拍摄背景进行比对;The image comparison module is communicably connected to the template setting module and the element extraction module, and compares a shooting target and a shooting background of the captured image with a shooting target of the shooting template and a shooting background; 所述图像提示模块,与所述图像比对模块通信连接,根据所述拍摄图像与所述拍摄模板的比对结果,提示用户进行拍摄调整。The image prompting module is communicably connected to the image matching module, and prompts the user to perform shooting adjustment according to a comparison result between the captured image and the shooting template. 如权利要求6所述的图像拍摄系统,其特征在于,The image capture system of claim 6 wherein: 所述模板设定模块包括:数据库连接单元、模板下载单元;The template setting module includes: a database connection unit and a template download unit; 所述数据库连接单元,连接一本地和/或云端数据库;The database connection unit is connected to a local and/or cloud database; 所述模板下载单元,与所述数据库连接单元通信连接,从所述本地和/或云端数据库下载所述拍摄模板。The template download unit is communicably connected to the database connection unit, and downloads the shooting template from the local and/or cloud database. 如权利要求6所述的图像拍摄系统,其特征在于,The image capture system of claim 6 wherein: 所述图像获取模块包括:摄像头启动单元、图像获取单元;The image acquisition module includes: a camera activation unit and an image acquisition unit; 所述摄像头启动单元,调用所述智能终端的相机应用,开启所述智能终端的摄像头;The camera activation unit invokes a camera application of the smart terminal to open a camera of the smart terminal; 所述图像获取单元,与所述摄像头启动单元通信连接,获取所述摄像头取景器捕捉的拍摄图像。The image acquisition unit is communicably connected to the camera activation unit to acquire a captured image captured by the camera viewfinder. 如权利要求8所述的图像拍摄系统,其特征在于,The image capture system of claim 8 wherein: 所述图像提示模块,根据所述拍摄图像与所述拍摄模板的比对结果,以虚线轮廓和/或文字方式提示用户进行拍摄调整。The image prompting module prompts the user to perform shooting adjustment according to a result of the comparison between the captured image and the shooting template in a dotted outline and/or a text manner. 如权利要求9所述的图像拍摄系统,其特征在于,The image capture system of claim 9 wherein: 所述图像拍摄系统还包括图像拍摄模块;The image capture system further includes an image capture module; 所述图像拍摄模块包括:误差设定单元、误差检测单元、误差比较单元、图像拍摄单元;The image capturing module includes: an error setting unit, an error detecting unit, an error comparing unit, and an image capturing unit; 所述误差设定单元,于所述智能终端内设定一误差阈值;The error setting unit sets an error threshold in the smart terminal; 所述误差检测单元,检测进行拍摄调整时所述拍摄图像与所述拍摄模板的误差值;The error detecting unit detects an error value of the captured image and the shooting template when performing shooting adjustment; 所述误差比较单元,与所述误差设定单元、误差检测单元通信连接,比较所述拍摄图 像与所述拍摄模板的误差值与所述误差阈值;The error comparison unit is communicably connected to the error setting unit and the error detecting unit, and compares the captured image And an error value of the image and the error threshold; 所述图像拍摄单元,与所述误差比较单元通信连,当所述拍摄图像与所述拍摄模板的误差值小于所述误差阈值时,提示用户拍摄所述拍摄图像。 The image capturing unit is in communication with the error comparison unit, and prompts the user to capture the captured image when the error value of the captured image and the shooting template is less than the error threshold.
PCT/CN2017/109874 2017-11-08 2017-11-08 Intelligent terminal-based image capturing method and image capturing system Ceased WO2019090502A1 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
PCT/CN2017/109874 WO2019090502A1 (en) 2017-11-08 2017-11-08 Intelligent terminal-based image capturing method and image capturing system
CN201780096647.0A CN111316628A (en) 2017-11-08 2017-11-08 A kind of image capturing method and image capturing system based on intelligent terminal

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2017/109874 WO2019090502A1 (en) 2017-11-08 2017-11-08 Intelligent terminal-based image capturing method and image capturing system

Publications (1)

Publication Number Publication Date
WO2019090502A1 true WO2019090502A1 (en) 2019-05-16

Family

ID=66438639

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2017/109874 Ceased WO2019090502A1 (en) 2017-11-08 2017-11-08 Intelligent terminal-based image capturing method and image capturing system

Country Status (2)

Country Link
CN (1) CN111316628A (en)
WO (1) WO2019090502A1 (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112037227A (en) * 2020-09-09 2020-12-04 脸萌有限公司 Video shooting method, device, equipment and storage medium
CN113012031A (en) * 2020-10-30 2021-06-22 北京达佳互联信息技术有限公司 Image processing method and image processing apparatus
CN118747225A (en) * 2024-07-13 2024-10-08 广州参数信息科技有限公司 A system and method for collecting ID photos based on artificial intelligence and cloud database

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112351207A (en) * 2020-10-30 2021-02-09 维沃移动通信有限公司 Shooting control method and electronic equipment
CN113518242B (en) * 2021-09-15 2021-12-14 秒影工场(北京)科技有限公司 Short video production method and device based on template shooting and automatic editing
CN119854620A (en) * 2023-10-17 2025-04-18 北京字跳网络技术有限公司 Image shooting method and device

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001186406A (en) * 1999-12-27 2001-07-06 Olympus Optical Co Ltd Electronic camera
JP2006014034A (en) * 2004-06-28 2006-01-12 Canon Inc IMAGING DEVICE AND IMAGING DEVICE CONTROL METHOD
US20110311150A1 (en) * 2010-06-17 2011-12-22 Sanyo Electric Co., Ltd. Image processing apparatus
CN103179348A (en) * 2013-03-25 2013-06-26 东莞宇龙通信科技有限公司 Shooting method, system and mobile terminal of a mobile terminal
CN103188423A (en) * 2011-12-27 2013-07-03 富泰华工业(深圳)有限公司 Camera shooting device and camera shooting method
CN103220466A (en) * 2013-03-27 2013-07-24 华为终端有限公司 Method and device for outputting pictures
CN103458190A (en) * 2013-09-03 2013-12-18 小米科技有限责任公司 Photographing method, photographing device and terminal device
CN104869299A (en) * 2014-02-26 2015-08-26 联想(北京)有限公司 Prompting method and device

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104243787B (en) * 2013-06-06 2017-09-05 华为技术有限公司 Photographic method, photo management method and equipment
CN104866806A (en) * 2014-02-21 2015-08-26 深圳富泰宏精密工业有限公司 Self-timer system and method with face positioning auxiliary function
CN105516575A (en) * 2014-09-23 2016-04-20 中兴通讯股份有限公司 Method and device for taking picture according to custom template
CN105205462A (en) * 2015-09-18 2015-12-30 北京百度网讯科技有限公司 Shooting promoting method and device
CN107229625A (en) * 2016-03-23 2017-10-03 北京搜狗科技发展有限公司 It is a kind of to shoot treating method and apparatus, a kind of device for being used to shoot processing

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001186406A (en) * 1999-12-27 2001-07-06 Olympus Optical Co Ltd Electronic camera
JP2006014034A (en) * 2004-06-28 2006-01-12 Canon Inc IMAGING DEVICE AND IMAGING DEVICE CONTROL METHOD
US20110311150A1 (en) * 2010-06-17 2011-12-22 Sanyo Electric Co., Ltd. Image processing apparatus
CN103188423A (en) * 2011-12-27 2013-07-03 富泰华工业(深圳)有限公司 Camera shooting device and camera shooting method
CN103179348A (en) * 2013-03-25 2013-06-26 东莞宇龙通信科技有限公司 Shooting method, system and mobile terminal of a mobile terminal
CN103220466A (en) * 2013-03-27 2013-07-24 华为终端有限公司 Method and device for outputting pictures
CN103458190A (en) * 2013-09-03 2013-12-18 小米科技有限责任公司 Photographing method, photographing device and terminal device
CN104869299A (en) * 2014-02-26 2015-08-26 联想(北京)有限公司 Prompting method and device

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112037227A (en) * 2020-09-09 2020-12-04 脸萌有限公司 Video shooting method, device, equipment and storage medium
CN112037227B (en) * 2020-09-09 2024-02-20 脸萌有限公司 Video shooting methods, devices, equipment and storage media
US12041374B2 (en) 2020-09-09 2024-07-16 Lemon Inc. Segmentation-based video capturing method, apparatus, device and storage medium
CN113012031A (en) * 2020-10-30 2021-06-22 北京达佳互联信息技术有限公司 Image processing method and image processing apparatus
CN118747225A (en) * 2024-07-13 2024-10-08 广州参数信息科技有限公司 A system and method for collecting ID photos based on artificial intelligence and cloud database

Also Published As

Publication number Publication date
CN111316628A (en) 2020-06-19

Similar Documents

Publication Publication Date Title
WO2019090502A1 (en) Intelligent terminal-based image capturing method and image capturing system
CN113727012B (en) A shooting method and terminal
CN109068056B (en) An electronic device, a filter processing method for capturing an image, and a storage medium
US9639956B2 (en) Image adjustment using texture mask
US9286706B1 (en) Editing image regions based on previous user edits
TWI532361B (en) Automatic finder shooting method and system thereof
US20210258584A1 (en) Static video recognition
CN106815803B (en) Picture processing method and device
WO2019214574A1 (en) Image capturing method and apparatus, and electronic terminal
CN114466133B (en) Method and device for taking pictures
CN105049695A (en) Video recording method and device
CN105652560B (en) Photographing method and system capable of automatically adjusting focal length
WO2022042670A1 (en) Eye state detection-based image processing method and apparatus, and storage medium
CN103413268A (en) Photographing method capable of automatically optimizing facial form
CN110276831A (en) Method and device for constructing three-dimensional model, equipment and computer-readable storage medium
CN107317962A (en) A kind of intelligence, which is taken pictures, cuts patterning system and application method
CN111654624B (en) Shooting prompting method and device and electronic equipment
CN113395456B (en) Auxiliary shooting method and device, electronic equipment and computer readable storage medium
CN112183727B (en) Countermeasure generation network model, and method and system for rendering scenery effect based on countermeasure generation network model
CN104539842B (en) Intelligent photographing method and camera arrangement
CN116600190A (en) Mobile phone camera control method, device and computer-readable storage medium
CN112788254B (en) Camera image matting method, device, equipment and storage medium
WO2019023954A1 (en) Image capturing method and image capturing system of intelligent terminal
WO2020227898A1 (en) Image fusion method, image acquisition device and movable platform
CN111429377B (en) An image processing method, terminal, and storage medium

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: 17931267

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: 17931267

Country of ref document: EP

Kind code of ref document: A1