CN110084075A - Image processing method and device - Google Patents

Image processing method and device Download PDF

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Publication number
CN110084075A
CN110084075A CN201910295214.9A CN201910295214A CN110084075A CN 110084075 A CN110084075 A CN 110084075A CN 201910295214 A CN201910295214 A CN 201910295214A CN 110084075 A CN110084075 A CN 110084075A
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image
background
target
live image
live
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Chinese (zh)
Inventor
苏睿
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Chongqing Kerui Intelligent Technology Co Ltd
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Chongqing Kerui Intelligent Technology Co Ltd
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Priority to CN201910295214.9A priority Critical patent/CN110084075A/en
Publication of CN110084075A publication Critical patent/CN110084075A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/70Protecting specific internal or peripheral components, in which the protection of a component leads to protection of the entire computer
    • G06F21/82Protecting input, output or interconnection devices
    • G06F21/84Protecting input, output or interconnection devices output devices, e.g. displays or monitors
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/26Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
    • G06V10/267Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion by performing operations on regions, e.g. growing, shrinking or watersheds
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/10Terrestrial scenes
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/20Movements or behaviour, e.g. gesture recognition

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Hardware Design (AREA)
  • Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • Psychiatry (AREA)
  • Social Psychology (AREA)
  • Human Computer Interaction (AREA)
  • Computer Security & Cryptography (AREA)
  • Studio Devices (AREA)
  • Image Processing (AREA)

Abstract

The disclosure provides a kind of image processing method and device, is related to electronic information technical field, is able to solve the problem of can not accurately determining shooting behavior.The specific technical proposal is: obtaining at least one live image in predeterminable area, predeterminable area includes the region opposite with the target display screen of data to be protected is shown;Background is carried out at least one live image to eliminate to obtain at least one target image;Image recognition is carried out at least one target image.The present invention is used for image procossing.

Description

Image processing method and device
Technical field
This disclosure relates to electronic information technical field more particularly to a kind of image processing method and device.
Background technique
With the enhancing of computer function and popularizing for computer applications, many affairs are required using at computer now Reason, and data shown on computer display screen, may be stolen by the modes such as take pictures leads to leakage of data.And for protecting number According to relying primarily on secrecy rules and regulations, secrecy ideological education technically prevents mobile communication etc. using electromagnetic shielding device.Even if There is monitoring device, also because shooting is unintelligible, cannot determine whether that someone shoots, user is still deposited during using computer In the security risk of leaking data.
Summary of the invention
The embodiment of the present disclosure provides a kind of image processing method and device, and shooting behavior can not accurately be determined by being able to solve Problem.The technical solution is as follows:
According to the first aspect of the embodiments of the present disclosure, a kind of image processing method is provided, this method comprises:
At least one live image in predeterminable area is obtained, predeterminable area includes showing with the target of data to be protected is shown The opposite region of display screen;
Background is carried out at least one live image to eliminate to obtain at least one target image;
Image recognition is carried out at least one target image.
Because only remaining the target image in addition to background by carrying out background elimination at least one live image, Carry out image recognition with target image, eliminate the interference of background, improve the precision of image recognition, can be more accurate sentence Surely behavior is shot.
In one embodiment, background is carried out at least one live image to eliminate to obtain at least one target image, wrap It includes:
At least one live image is compared, background area is determined at least one live image;
Background is carried out at least one live image according to background area to eliminate to obtain at least one target image.
In one embodiment, background is carried out at least one live image to eliminate to obtain at least one target image, wrap It includes:
Reference picture is obtained, reference picture is used to indicate the background of predeterminable area;
Background is carried out at least one live image according to reference picture to eliminate to obtain at least one target image.
In one embodiment, image recognition is carried out at least one target image, comprising:
Image recognition is carried out at least one target image according to shooting identification model.
In one embodiment, this method further include:
When image recognition result indicates that at least one target image includes subject image element, control target display screen stops Only show data to be protected.
According to the second aspect of an embodiment of the present disclosure, a kind of image processing apparatus is provided, comprising: image collection module, back Scape cancellation module and picture recognition module;
Image collection module, for obtaining at least one live image in predeterminable area, predeterminable area includes and display The opposite region of the target display screen of data to be protected;
Background cancellation module is eliminated to obtain at least one target image for carrying out background at least one live image;
Picture recognition module, for carrying out image recognition at least one target image.
In one embodiment, background cancellation module includes that comparison unit and first eliminate unit;
Comparison unit determines background for comparing at least one live image at least one live image Region;
First eliminates unit, eliminates to obtain at least one for carrying out background at least one live image according to background area A target image.
In one embodiment, background cancellation module includes that reference unit and second eliminate unit;
Reference unit, for obtaining reference picture, reference picture is used to indicate the background of predeterminable area;
Second eliminates unit, eliminates to obtain at least one for carrying out background at least one live image according to reference picture A target image.
In one embodiment, picture recognition module is also used to according to shooting identification model at least one target image Carry out image recognition.
In one embodiment, image processing apparatus further include: display control module;
Display control module, for indicating that at least one target image includes subject image element in image recognition result When, control target display screen stops showing data to be protected.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not The disclosure can be limited.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the disclosure Example, and together with specification for explaining the principles of this disclosure.
Fig. 1 is a kind of flow chart for image processing method that the embodiment of the present disclosure provides;
Fig. 2 is a kind of Image Acquisition effect diagram that the embodiment of the present disclosure provides;
Fig. 3 is a kind of structure chart for image processing apparatus that the embodiment of the present disclosure provides;
Fig. 4 is a kind of structure chart for image processing apparatus that the embodiment of the present disclosure provides;
Fig. 5 is a kind of structure chart for image processing apparatus that the embodiment of the present disclosure provides;
Fig. 6 is a kind of structure chart for image processing apparatus that the embodiment of the present disclosure provides.
Specific embodiment
Example embodiments are described in detail here, and the example is illustrated in the accompanying drawings.Following description is related to When attached drawing, unless otherwise indicated, the same numbers in different drawings indicate the same or similar elements.Following exemplary embodiment Described in embodiment do not represent all implementations consistent with this disclosure.On the contrary, they be only with it is such as appended The example of the consistent device and method of some aspects be described in detail in claims, the disclosure.
The embodiment of the present disclosure provides a kind of image processing method, as shown in Figure 1, the image processing method includes following step It is rapid:
101, at least one live image in predeterminable area is obtained.
Predeterminable area includes the region opposite with the target display screen of data to be protected is shown, predeterminable area is can to shoot To the region of target display screen.
Optionally, Image Acquisition can be carried out to predeterminable area by image collecting device and generates live image.Image Acquisition device can be a part of image processing apparatus, be also possible to through external interface and image processing apparatus connection communication External image acquisition device;Image collecting device is also possible to a part of target display screen, or passes through external interface With the external image acquisition device of target display screen connection communication.Image processing apparatus can be a part of target display screen, Alternatively, target display screen be a part of image processing apparatus or image processing apparatus be connect with target display screen it is outer Part device, the disclosure to this with no restriction.
For example, image processing apparatus is a device inside target display screen, image is installed on target display screen and is adopted Acquisition means can carry out Image Acquisition to the predeterminable area opposite with target display screen.
Specifically, above-mentioned image collecting device can be camera, the frequency of Image Acquisition can be 30 times/second.Wait protect Shield data can be preset classified papers etc., show that the opposite region of the target display screen of data to be protected belongs to target and shows The direction of panel pair, for example, as shown in Fig. 2, image collecting device is set to target display screen upper edge, it is of course also possible to It is other positions, towards, just facing towards identical, image collecting device can have multiple with target display screen, acquires the area of image Domain can be used as predeterminable area.
In an alternative embodiment, camera starts after being configurable to booting, i.e., sets belonging to target display screen After standby (such as: computer etc.) booting, camera starting obtains the image in predeterminable area.
In an alternative embodiment, ecret protection application program is can be set in computer, when user starts the privacy When protecting application program, image collecting device starting.This mode can reduce power consumption.
102, background is carried out at least one live image to eliminate to obtain at least one target image.
To at least one live image carry out background eliminate can there are many mode, herein, enumerate two kinds of implementations into Row explanation:
In the first implementation, background is carried out at least one live image to eliminate to obtain at least one target figure Picture, comprising:
At least one live image is compared, background area is determined at least one live image;According to background Region carries out background at least one live image and eliminates to obtain at least one target image.
In the first implementation, the quantity of live image at least there are two, can just compare.By at least one scene The identical region of corresponding position pixel value is determined as background area in image, it should be noted that the pixel value of two pixels exists It can determine that two pixels are identical in preset range.
In the second implementation, background is carried out at least one live image to eliminate to obtain at least one target figure Picture, comprising:
Reference picture is obtained, reference picture is used to indicate the background of predeterminable area;It is existing at least one according to reference picture Field picture carries out background and eliminates to obtain at least one target image.
In the second implementation, can be using the picture frame not changed for a long time as reference picture, reference picture can To be one or more, the quantity of live image can be one or more, if it is one, by the live image and ginseng It examines image to compare, the identical region of two image corresponding position pixel values is determined as background area.
Certainly, the above only exemplary illustration, does not represent the disclosure and is confined to this.
103, image recognition is carried out at least one target image.
Two specific examples can be enumerated and be illustrated herein there are many mode by carrying out image recognition to live image:
In first example, image recognition is carried out at least one target image, comprising:
Image recognition is carried out at least one target image according to shooting identification model.
Whether image recognition result can serve to indicate that in target image comprising subject image element.Mould is identified using shooting Whether type judges more accurate comprising subject image element in target image, reduces erroneous judgement.
It should be noted that shooting identification model can be pre-set, can also be obtained by training study, for example, Initial matching model and sample image are obtained, sample image includes first kind sample image and the second class sample image, wherein the A kind of sample image includes subject image element, and the second class sample image does not include subject image element;Utilize initial matching mould Type handles sample image to obtain the decision content of sample image;According to the difference pair of the decision content of sample image and reference value The parameter of initial matching model obtains shooting identification model after being adjusted.
It should be noted that reference value can be it is preset.Herein, column take a particular example further explanation figure As the acquisition process of Matching Model.For example, first kind sample image and the second class sample image are marked respectively, can incite somebody to action First kind sample image is labeled as (1,0), and the second class sample image is labeled as (0,1), then using initial matching model to sample This image A (sample image A is any one sample image, is only illustrated by taking sample image A as an example herein) is handled, Two steps can be divided into using treatment process of the initial matching model to sample image A;The first step utilizes first network model Feature extraction is carried out to sample image A, obtains the characteristic value of sample image A, the characteristic value of sample image A is for indicating sample graph As the characteristics of image of A;Second step carries out the characteristic value of sample image A using the second network model sample image A is calculated Decision content.If sample image A is first kind sample image, reference value is (1,0), if the judgement of sample image A Value is (0.5,0), and the change of parameter in first network model and the second network model is calculated using the difference of decision content and reference value Then change value is adjusted first network model and the second network model, and is trained next time.Into excessively a large amount of instruction Practice, so that it may obtain images match model.
If being more than to the difference of the target image decision content handled and reference value using shooting identification model Preset range, then illustrate that target image differs larger with the characteristics of image of sample image, using shooting identification model to scene The difference of decision content and reference value that image is handled within a preset range, then illustrates target image and sample image Characteristics of image is close, it is likely that includes subject image element.According to the decision content of sample image and reference value to initial matching mould Type carries out parameter adjustment, and obtained images match model is more accurate for the processing of image, can more accurately determine target Whether shooting behavior is occurred in image.
In second example, it can establish database, include a large amount of subject image elements in database, then by target Image is matched with the subject image element in database, and then whether determine in target image includes subject image element, For example, carrying out image recognition to target image obtains at least one pictorial element;By at least one pictorial element and target image Element is matched, if successful match, it is determined that includes subject image element at least one pictorial element, if matching is lost It loses, it is determined that do not include subject image element at least one pictorial element;Image recognition result is generated according to matching result.
It should be noted that each pictorial element includes at least one pixel, a target at least one pictorial element Pictorial element also includes at least one pixel, at least one pictorial element with subject image element match can pass through by Pixel in two pictorial element same positions is compared to determine.It is with the pictorial element A at least one pictorial element Example, if the pixel value of two pixels on pictorial element A and subject image element same position is less than or equal to preset difference value, Two pixels are then determined as same pixel pair, if the quantity of pictorial element A and subject image element same pixel pair is being schemed The all pixels for including as elements A and subject image element are greater than or equal to preset ratio to ratio shared in quantity, then really Determine pictorial element A and subject image element matching.Certainly, only exemplary illustration herein, does not represent the disclosure and is confined to this. The matching of pictorial element A and subject image element is the matching of Pixel-level, and therefore, matching result is more acurrate, moreover, to database In subject image element can be updated, allow subject image element to cover various shooting behaviors, data protection Safety is higher.
Subject image element embodies the key message of shooting behavior, for example, posture of taking pictures, photographic device etc..Target image Element may include the image of some specific people, also may include image (such as the figure of camera of image collecting device Picture).
In one embodiment, this method further include:
When image recognition result indicates that at least one target image includes subject image element, control target display screen stops Only show data to be protected.
In one embodiment, control target display screen stops showing data to be protected, comprising:
The display source of target display screen is cut off, and controls target display screen display warning image or other images.
The display source for cutting off target display screen, ensure that data to be protected are not revealed, while show screen display in target Image is warned, reminds user to reinforce the protection to data, further improves Information Security.
The image processing method that the embodiment of the present disclosure provides, because being disappeared by carrying out background at least one live image It removes, only remains the target image in addition to background, carry out image recognition with target image, eliminate the interference of background, improve The precision of image recognition, more accurate can must determine shooting behavior.
Based on image processing method described in the corresponding embodiment of above-mentioned Fig. 1, following is embodiment of the present disclosure, It can be used for executing embodiments of the present disclosure.
The embodiment of the present disclosure provides a kind of image processing apparatus, as shown in figure 3, the image processing apparatus 30 includes: image Obtain module 301, background cancellation module 302 and picture recognition module 303;
Image collection module 301, for obtaining at least one live image in predeterminable area, predeterminable area includes and shows Show the opposite region of the target display screen of data to be protected;
Background cancellation module 302 is eliminated to obtain at least one target figure for carrying out background at least one live image Picture;
Picture recognition module 303, for carrying out image recognition at least one target image.
In one embodiment, as shown in figure 4, background cancellation module 302 includes that comparison unit 3021 and first eliminate list Member 3022;
Comparison unit 3021 determines at least one live image for comparing at least one live image Background area;
First eliminates unit 3022, for according to background area at least one live image carry out background eliminate to obtain to A few target image.
In one embodiment, as shown in figure 5, background cancellation module 302 includes that reference unit 3023 and second eliminate list Member 3024;
Reference unit 3023, for obtaining reference picture, reference picture is used to indicate the background of predeterminable area;
Second eliminates unit 3024, for according to reference picture at least one live image carry out background eliminate to obtain to A few target image.
In one embodiment, picture recognition module 303 are also used to according to shooting identification model at least one target figure As carrying out image recognition.
In one embodiment, as shown in fig. 6, image processing apparatus 30 further include: display control module 304;
Display control module 304, for indicating that at least one target image includes target image member in image recognition result When plain, control target display screen stops showing data to be protected.
The image processing apparatus that the embodiment of the present disclosure provides, because being disappeared by carrying out background at least one live image It removes, only remains the target image in addition to background, carry out image recognition with target image, eliminate the interference of background, improve The precision of image recognition, more accurate can must determine shooting behavior.
Based on image processing method described in the corresponding embodiment of above-mentioned Fig. 1, the embodiment of the present disclosure also provides one kind Computer readable storage medium, for example, non-transitorycomputer readable storage medium can be read-only memory (English: Read Only Memory, ROM), it is random access memory (English: Random Access Memory, RAM), CD-ROM, tape, soft Disk and optical data storage devices etc..It is stored with computer instruction on the storage medium, for executing the corresponding embodiment of above-mentioned Fig. 1 Described in image processing method, details are not described herein again.
Those skilled in the art will readily occur to its of the disclosure after considering specification and practicing disclosure disclosed herein Its embodiment.This application is intended to cover any variations, uses, or adaptations of the disclosure, these modifications, purposes or Person's adaptive change follows the general principles of this disclosure and including the undocumented common knowledge in the art of the disclosure Or conventional techniques.The description and examples are only to be considered as illustrative, and the true scope and spirit of the disclosure are by following Claim is pointed out.
It should be understood that the present disclosure is not limited to the precise structures that have been described above and shown in the drawings, and And various modifications and changes may be made without departing from the scope thereof.The scope of the present disclosure is only limited by the accompanying claims.

Claims (10)

1. a kind of image processing method characterized by comprising
At least one live image in predeterminable area is obtained, the predeterminable area includes showing with the target of data to be protected is shown The opposite region of display screen;
Background is carried out at least one described live image to eliminate to obtain at least one target image;
Image recognition is carried out at least one described target image.
2. being eliminated the method according to claim 1, wherein carrying out background at least one described live image To at least one target image, comprising:
At least one described live image is compared, background area is determined at least one described live image;
Background is carried out at least one described live image according to the background area to eliminate to obtain at least one described target figure Picture.
3. being eliminated the method according to claim 1, wherein carrying out background at least one described live image To at least one target image, comprising:
Reference picture is obtained, the reference picture is used to indicate the background of the predeterminable area;
Background is carried out at least one described live image according to the reference picture to eliminate to obtain at least one described target figure Picture.
4. the method according to claim 1, wherein at least one described target image carry out image recognition, Include:
Image recognition is carried out at least one described target image according to shooting identification model.
5. method according to claim 1-4, which is characterized in that the method also includes:
When described image recognition result indicates that at least one described target image includes subject image element, the target is controlled Display screen stops showing the data to be protected.
6. a kind of image processing apparatus characterized by comprising image collection module, background cancellation module and image recognition mould Block;
Described image obtains module, for obtaining at least one live image in predeterminable area, the predeterminable area include with Show the opposite region of the target display screen of data to be protected;
The background cancellation module is eliminated to obtain at least one target figure for carrying out background at least one described live image Picture;
Described image identification module, for carrying out image recognition at least one described target image.
7. device according to claim 6, which is characterized in that the background cancellation module includes that comparison unit and first disappear Except unit;
The comparison unit, for comparing at least one described live image, at least one described live image Determine background area;
Described first eliminates unit, eliminates for carrying out background at least one described live image according to the background area To at least one described target image.
8. device according to claim 6, which is characterized in that the background cancellation module includes that reference unit and second disappear Except unit;
The reference unit, for obtaining reference picture, the reference picture is used to indicate the background of the predeterminable area;
Described second eliminates unit, eliminates for carrying out background at least one described live image according to the reference picture To at least one described target image.
9. device according to claim 6, which is characterized in that
Described image identification module is also used to carry out image knowledge at least one described target image according to shooting identification model Not.
10. according to the described in any item devices of claim 6-9, which is characterized in that described image processing unit further include: display Control module;
The display control module, for indicating that at least one described target image includes target figure in described image recognition result When pixel element, controls the target display screen and stop showing the data to be protected.
CN201910295214.9A 2019-04-12 2019-04-12 Image processing method and device Pending CN110084075A (en)

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Publication number Priority date Publication date Assignee Title
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CN108595990A (en) * 2018-03-30 2018-09-28 武志学 Show equipment protection method, device, electronic equipment and readable storage medium storing program for executing
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CN106156663A (en) * 2015-04-14 2016-11-23 小米科技有限责任公司 A kind of terminal environments detection method and device
CN108595990A (en) * 2018-03-30 2018-09-28 武志学 Show equipment protection method, device, electronic equipment and readable storage medium storing program for executing
CN109271814A (en) * 2018-10-09 2019-01-25 裕利年电子南通有限公司 Anti- take pictures display system and anti-photographic method based on computer vision

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