CN111814583A - Information scanning system for information security - Google Patents
Information scanning system for information security Download PDFInfo
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- CN111814583A CN111814583A CN202010554965.0A CN202010554965A CN111814583A CN 111814583 A CN111814583 A CN 111814583A CN 202010554965 A CN202010554965 A CN 202010554965A CN 111814583 A CN111814583 A CN 111814583A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/70—Multimodal biometrics, e.g. combining information from different biometric modalities
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/172—Classification, e.g. identification
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Abstract
The utility model provides an information scanning system for information security, gather human image and send to human image separation module and carry out the identification analysis of face and limbs information respectively for face image processing module and limbs and face identification module after separating through the image capture module, face image processing module sends the information that has handled to expression identification module and carries out expression psychological identification, limbs and face identification module send suspicious personage to suspicious information alarm module and carry out further discernment and alarm processing, make it still improve the accuracy through expression and limbs further discernment when discerning the face, make it more accurate to suspicious personage discernment.
Description
Technical Field
The invention relates to an information scanning system for information security, and belongs to the technical field of information scanning systems.
Background
The face recognition is a biological recognition technology for performing identity recognition based on face feature information of a person, and is a series of related technologies, generally called face recognition and face recognition, for acquiring images or video streams containing the face by using a camera or a camera, automatically monitoring and tracking the face in the images and further recognizing the monitored face.
In the prior art, when people come in and go out, people often input faces in a scanning mode, then the faces are further compared with a database face, then measures such as safety protection alarming are carried out, suspicious people are prevented from entering a space which cannot be entered by regulation, in the prior art, only the faces are identified, but the recognition accuracy of the suspicious people is not high enough due to the fact that the limb actions are not identified, and then the accuracy is further improved due to the fact that the expression recognition is not carried out.
Disclosure of Invention
The technical problem to be solved by the invention is as follows: the defects of the prior art are overcome, an information scanning system for information safety is provided, a human body image is collected through an image shooting module and is sent to a human body image separation module for separation, then the human body image is further sent to a face image processing module and a limb and face recognition module for recognition and analysis of face and limb information respectively, the processed information is sent to an expression recognition module by the face image processing module for expression psychological recognition, and a suspicious figure is sent to a suspicious information alarm module by the limb and face recognition module for further recognition and alarm processing, so that the accuracy is improved through further recognition of the expression and the limb when the face is recognized, and the suspicious figure is recognized more accurately.
The technical scheme of the invention is as follows:
an information scanning system for information security, comprising: the system comprises an image shooting module, a human body image separation module, a face image processing module, an expression recognition module, a limb and face recognition module and a suspicious information alarm module;
the image shooting module is used for carrying out image acquisition on the passing pedestrians and surrounding scenery and sending the images to the human body image separation module;
the human body image separation module is used for carrying out image separation on a human body and a scene and separating images of the face and limbs of the human body to obtain a human body face image and a human body limb image, and sending the human body face image to the face image processing module; meanwhile, the human face image and the human body limb image are sent to the limb and face recognition module;
the facial image processing module is used for further processing, tracking and pre-processing expressions of the recognized human facial image to obtain pre-processing information;
the expression recognition module is used for acquiring the preprocessing information transmitted by the facial image processing module and performing expression psychology recognition through the data in the expression psychology storage library to obtain an expression psychology recognition result;
the limb and face recognition module is used for analyzing and comparing the human limb image and the human face image, recognizing the information of the human face image, and sending the recognized suspicious information to the suspicious information alarm module;
the suspicious information alarm module is used for further analyzing, identifying and alarming suspicious information;
the human body images are collected through the image shooting module and sent to the human body image separation module for separation, then the human body images are further sent to the face image processing module and the limb and face recognition module for recognition and analysis of the face and limb information respectively, the face image processing module sends the processed information to the expression recognition module for expression psychological recognition, and the limb and face recognition module sends suspicious people to the suspicious information alarm module for further recognition and alarm processing.
The facial image processing module includes: the system comprises a face monitoring module, a face tracking module and a zero-time inter-frame storage module;
the face monitoring module is used for monitoring the face image of the human body and sending monitoring information to the face tracking module;
the face tracking module is used for acquiring the detection information provided by the face monitoring module and tracking and further monitoring the detection information;
and the zero time inter-frame storage module is used for storing the expressions of the human face at different moments and sending the expressions to the expression recognition module.
The human body image separation module is also connected with a human body image separation thread establishing module, and is used for carrying out image separation on the human body and the scenery and separating the images of the face and the limbs of the human body to obtain the human body face image and the human body limb image, and storing the human body face image and the human body limb image in different databases.
The human body image separation module is also connected with the image preprocessing module, and further processes the human body definition through the image preprocessing module and sends the human body definition to the limb and face recognition module.
The image shooting module is further connected with an image collecting library, and the image collecting library is used for obtaining all images shot by the image shooting module and sending the images to the suspicious information alarm module for data comparison.
The information scanning system for information security further comprises: the image training library is used for acquiring images of the image collection library and further identifying and training the images to acquire training information; and sending the training information to a training database for storage.
The training database acquires training information and sends the training information to the limb and face recognition module for further recognition to provide data comparison.
The suspicious information alarm module comprises: the system comprises a suspicious information transmission module, a suspicious information analysis and comparison module and a suspicious information alarm guard department module;
the suspicious information transmission module is used for acquiring suspicious information sent by the limb and face identification module and sending the suspicious information to the suspicious information analysis and comparison module;
the suspicious information analysis and comparison module is used for further analyzing and checking the suspicious information;
and the suspicious information alarm guard department module is used for alarming the suspicious information.
The limb and face recognition module and the expression recognition module are also connected with the image conversion module and are connected with the image display module through the image conversion module
Compared with the prior art, the invention has the beneficial effects that:
according to the invention, the human body image is acquired by the image shooting module and is sent to the human body image separation module for separation, and then is further sent to the face image processing module and the limb and face recognition module for recognition and analysis of the face and limb information respectively, the face image processing module sends the processed information to the expression recognition module for expression psychological recognition, and the limb and face recognition module sends the suspicious character to the suspicious information alarm module for further recognition and alarm processing, so that the accuracy is further improved by further recognition of the expression and the limb when the face is recognized, and the suspicious character is more accurately recognized.
Drawings
FIG. 1 is an overall system diagram of a preferred embodiment of an information scanning system for information security in accordance with the present invention;
fig. 2 is a diagram of an alarm system in accordance with a preferred embodiment of an information scanning system for information security in accordance with the present invention.
Detailed Description
The invention aims to solve the problems that in the prior art, the accuracy of suspicious character recognition is not high enough due to the fact that only human faces are recognized but limb actions are not recognized, and then expression recognition is not performed to further improve the accuracy, and provides an information scanning system for information safety to optimize the problems.
The invention is described in further detail below with reference to the figures and the detailed description.
As shown in fig. 1, an information scanning system for information security includes: the system comprises an image shooting module, a human body image separation module, a face image processing module, an expression recognition module, a limb and face recognition module and a suspicious information alarm module;
the image shooting module is used for carrying out image acquisition on the passing pedestrians and surrounding scenery and sending the images to the human body image separation module;
the human body image separation module is used for carrying out image separation on a human body and a scene and separating images of the face and limbs of the human body to obtain a human body face image and a human body limb image, and sending the human body face image to the face image processing module; meanwhile, the human face image and the human body limb image are sent to the limb and face recognition module;
the facial image processing module is used for further processing, tracking and pre-processing expressions of the recognized human facial image to obtain pre-processing information;
the expression recognition module is used for acquiring the preprocessing information transmitted by the facial image processing module and performing expression psychology recognition through the data in the expression psychology storage library to obtain an expression psychology recognition result;
the limb and face recognition module is used for analyzing and comparing the human limb image and the human face image, recognizing the information of the human face image, and sending the recognized suspicious information to the suspicious information alarm module;
the suspicious information alarm module is used for further analyzing, identifying and alarming suspicious information;
the human body images are collected through the image shooting module and sent to the human body image separation module for separation, then the human body images are further sent to the face image processing module and the limb and face recognition module for recognition and analysis of the face and limb information respectively, the face image processing module sends the processed information to the expression recognition module for expression psychological recognition, and the limb and face recognition module sends suspicious people to the suspicious information alarm module for further recognition and alarm processing.
The facial image processing module includes: the system comprises a face monitoring module, a face tracking module and a zero-time inter-frame storage module;
the face monitoring module is used for monitoring the face image of the human body and sending monitoring information to the face tracking module;
the face tracking module is used for acquiring the detection information provided by the face monitoring module and tracking and further monitoring the detection information;
and the zero time inter-frame storage module is used for storing the expressions of the human face at different moments and sending the expressions to the expression recognition module.
The human body image separation module is also connected with a human body image separation thread establishing module, and is used for carrying out image separation on the human body and the scenery and separating the images of the face and the limbs of the human body to obtain the human body face image and the human body limb image, and storing the human body face image and the human body limb image in different databases.
The human body image separation module is also connected with the image preprocessing module, and further processes the human body definition through the image preprocessing module and sends the human body definition to the limb and face recognition module.
The image shooting module is further connected with an image collecting library, and the image collecting library is used for obtaining all images shot by the image shooting module and sending the images to the suspicious information alarm module for data comparison.
The information scanning system for information security further comprises: the image training library is used for acquiring images of the image collection library and further identifying and training the images to acquire training information; and sending the training information to a training database for storage.
The training database acquires training information and sends the training information to the limb and face recognition module for further recognition to provide data comparison.
As shown in fig. 2, the suspicious information alarm module includes: the system comprises a suspicious information transmission module, a suspicious information analysis and comparison module and a suspicious information alarm guard department module.
The suspicious information transmission module is used for acquiring suspicious information sent by the limb and face identification module and sending the suspicious information to the suspicious information analysis and comparison module;
the suspicious information analysis and comparison module is used for further analyzing and checking the suspicious information;
and the suspicious information alarm guard department module is used for alarming the suspicious information.
The limb and face recognition module and the expression recognition module are also connected with the image conversion module and are connected with the image display module through the image conversion module.
Those skilled in the art will appreciate that the details of the invention not described in detail in the specification are within the skill of those skilled in the art.
Claims (9)
1. An information scanning system for information security, comprising: the system comprises an image shooting module, a human body image separation module, a face image processing module, an expression recognition module, a limb and face recognition module and a suspicious information alarm module;
the image shooting module is used for carrying out image acquisition on the passing pedestrians and surrounding scenery and sending the images to the human body image separation module;
the human body image separation module is used for carrying out image separation on a human body and a scene and separating images of the face and limbs of the human body to obtain a human body face image and a human body limb image, and sending the human body face image to the face image processing module; meanwhile, the human face image and the human body limb image are sent to the limb and face recognition module;
the facial image processing module is used for further processing, tracking and pre-processing expressions of the recognized human facial image to obtain pre-processing information;
the expression recognition module is used for acquiring the preprocessing information transmitted by the facial image processing module and performing expression psychology recognition through the data in the expression psychology storage library to obtain an expression psychology recognition result;
the limb and face recognition module is used for analyzing and comparing the human limb image and the human face image, recognizing the information of the human face image, and sending the recognized suspicious information to the suspicious information alarm module;
the suspicious information alarm module is used for further analyzing, identifying and alarming suspicious information;
the human body images are collected through the image shooting module and sent to the human body image separation module for separation, then the human body images are further sent to the face image processing module and the limb and face recognition module for recognition and analysis of the face and limb information respectively, the face image processing module sends the processed information to the expression recognition module for expression psychological recognition, and the limb and face recognition module sends suspicious people to the suspicious information alarm module for further recognition and alarm processing.
2. The information scanning system for information security according to claim 1, wherein the face image processing module includes: the system comprises a face monitoring module, a face tracking module and a zero-time inter-frame storage module;
the face monitoring module is used for monitoring the face image of the human body and sending monitoring information to the face tracking module;
the face tracking module is used for acquiring the detection information provided by the face monitoring module and tracking and further monitoring the detection information;
and the zero time inter-frame storage module is used for storing the expressions of the human face at different moments and sending the expressions to the expression recognition module.
3. An information scanning system for information security according to claim 1, characterized in that: the human body image separation module is also connected with a human body image separation thread establishing module, and is used for carrying out image separation on the human body and the scenery and separating the images of the face and the limbs of the human body to obtain the human body face image and the human body limb image, and storing the human body face image and the human body limb image in different databases.
4. An information scanning system for information security according to claim 1, characterized in that: the human body image separation module is also connected with the image preprocessing module, and further processes the human body definition through the image preprocessing module and sends the human body definition to the limb and face recognition module.
5. An information scanning system for information security according to claim 1, characterized in that: the image shooting module is further connected with an image collecting library, and the image collecting library is used for obtaining all images shot by the image shooting module and sending the images to the suspicious information alarm module for data comparison.
6. The information scanning system for information security according to claim 5, further comprising: the image training library is used for acquiring images of the image collection library and further identifying and training the images to acquire training information; and sending the training information to a training database for storage.
7. An information scanning system for information security according to claim 6, wherein: the training database acquires training information and sends the training information to the limb and face recognition module for further recognition to provide data comparison.
8. The information scanning system for information security according to claim 5, wherein the suspicious information alarm module comprises: the system comprises a suspicious information transmission module, a suspicious information analysis and comparison module and a suspicious information alarm guard department module;
the suspicious information transmission module is used for acquiring suspicious information sent by the limb and face identification module and sending the suspicious information to the suspicious information analysis and comparison module;
the suspicious information analysis and comparison module is used for further analyzing and checking the suspicious information;
and the suspicious information alarm guard department module is used for alarming the suspicious information.
9. An information scanning system for information security according to any one of claims 1 to 8, characterized in that: the limb and face recognition module and the expression recognition module are also connected with the image conversion module and are connected with the image display module through the image conversion module.
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| CN202010554965.0A CN111814583A (en) | 2020-06-17 | 2020-06-17 | Information scanning system for information security |
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- 2020-06-17 CN CN202010554965.0A patent/CN111814583A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN206039795U (en) * | 2016-09-14 | 2017-03-22 | 浙江维融电子科技股份有限公司 | Self service bank's safe alarm system |
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