CN107742101A - A kind of site operation personnel verification method - Google Patents
A kind of site operation personnel verification method Download PDFInfo
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- CN107742101A CN107742101A CN201710946383.5A CN201710946383A CN107742101A CN 107742101 A CN107742101 A CN 107742101A CN 201710946383 A CN201710946383 A CN 201710946383A CN 107742101 A CN107742101 A CN 107742101A
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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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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/51—Indexing; Data structures therefor; Storage structures
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Abstract
A kind of site operation personnel verification method, comprises the following steps:A kind of site operation personnel verification method, comprises the following steps:Typing workmen's information, form face information storehouse;Inspection personnel is taken pictures by mobile handheld terminal to workmen, gathers the photo of workmen;The photo of the workmen gathered from job site is contrasted with the human face photo preserved in face information storehouse, the mobile handheld terminal that comparing result is back to inspection personnel is shown.The present invention uses face recognition technology, rapidly and accurately can carry out authentication to the workmen of operation field.
Description
Technical field
The present invention relates to a kind of auth method, more particularly to one kind to enter at outdoor construction scene to workmen's identity
The method of row checking.
Background technology
Job site in the wild, in order to ensure construction operation safety, it will usually verified to the identity of workmen, really
Surely being satisfactory workmen just allows it to carry out operation at the construction field (site).Past inspection personnel carries out body to workmen
It can only lean on human eye that the appearance of workmen is identified during part identification, but operation field workmen is numerous sometimes, and check
Personnel may not recognize workmen, only can not memoriter judge the identity of site operation personnel, it is difficult to effectively to workmen
Identity verified.Later by give workmen provide work board, verified in a manner of checking work board, can be certain
Solve the problems, such as only incomplete with being identified existing for eye recognition appearance in degree, but work board is easily faked, without effective technology
Means judge whether consistent and work board the true and false of work board information and workmen, and inspection personnel is by checking paper information
It is low to carry out the mode efficiency of identity judgement, harmful effect can be brought to construction speed.
With the development of science and technology, the technology such as fingerprint authentication, recognition of face is increasingly used in every field.Some is applied
Work scene is verified by way of fingerprint recognition to the identity of workmen, but fingerprint identification device is to being verified human hand
The definition on fingerprint road requires very high, and because condition is arduous, the fingerprint of workmen can not keep clear constantly at field construction scene
It is clean and dry, when having dirt or water on fingerprint, often occur None- identified or identification error situation, reduce verification efficiency and
Accuracy.Recognition of face is also a kind of new identity validation technology occurred in recent years, is believed by the face for gathering workmen
Breath, is compared with the information in face database and realizes authentication.But likewise, current face recognition technology is to being verified people
The cleannes requirement of face or the definition of acquired image require higher, in the wild the more arduous environment in job site
Under, the face of workmen might have dirt, or when gathering facial image, the lighting condition of job site is limited, can
It can occur that the image that collects is not known or the situation of distortion, the image and face database now only collected by simply contrasting
In the similarity of image that prestores verify that the identity of workmen may have erroneous judgement, and if improving accuracy rate, apply
Worker person's needs clean face, or inspection personnel needs to adjust shooting angle or changes live lighting condition, and this is undoubtedly applied
Worker person and inspection personnel bring extra work, not only have impact on operating efficiency, and the job site having because condition it is limited,
The objective condition such as water source, illumination can not be improved, it is difficult to reach the requirement for accurately identifying face.
The content of the invention
Verification efficiency and site operation personnel's authentication of accuracy rate can be improved it is an object of the invention to provide a kind of
Method.
To achieve these goals, the present invention takes following technical solution:
A kind of site operation personnel verification method, comprises the following steps:
Establish face information storehouse step;Typing workmen's information, form face information storehouse;
Scene photograph acquisition step;Inspection personnel is taken pictures by mobile handheld terminal to workmen, collection construction
The photo of personnel;
Contrast identification step;The face that will be preserved in the photo of the workmen gathered from job site and face information storehouse
Photo is contrasted, and the mobile handheld terminal that comparing result is back to inspection personnel is shown, wherein, the step of photo comparison
It is rapid as follows:
According to the human face photo of the workmen of collection in worksite, similar photo is found in face information storehouse, will be found
Several photos of presence similitude arranged from high to low by similarity, if similarity highest photo and collection in worksite
The similarity of photo of workmen be higher than threshold value, then it is assumed that be proved to be successful, the workmen is correct employee, to scene
The mobile handheld terminal of inspection personnel, which returns, verifies qualified result;
If the similarity that the photo of similitude and the photo of the workmen of collection in worksite be present is below threshold value, by before
State the photo that similitude be present to send to the mobile handheld terminal of inspection personnel, by inspection personnel by photo and workmen
Contrasted, whether the artificial judgment workmen is correct employee;
If personnel judge the workmen for the people in the photo returned on inspection, confirmation is proved to be successful, and this is applied
Worker person is correct employee.
On the basis of preceding solution, also include establishing face information point storehouse step after face information storehouse is established,
It is described that to establish face information point storehouse step as follows:
The job information of typing work order, workmen in work order is transferred out from face information storehouse according to the job information of work order
Human face photo and workmen's information, establish corresponding with work order face information and divide storehouse;
After establishing face information point storehouse, storehouse, inspection personnel are divided in the face information storehouse contrasted in identification step for face information
, will the workmen's photo that gathered from job site and the face preserved in face information point storehouse after the photo of collection workmen
Photo is contrasted, and the mobile handheld terminal that comparing result is back to inspection personnel is shown.
It is as follows the step of photo comparison in contrast identification step on the basis of preceding solution:
According to the human face photo of the workmen of collection in worksite, similar photo is found in face information point storehouse, will be looked for
To several photos of presence similitude arranged from high to low by similarity, if similarity highest photo is adopted with scene
The similarity of the photo of the workmen of collection is higher than threshold value, then it is assumed that is proved to be successful, the workmen is correct employee, to now
The mobile handheld terminal of field inspection personnel, which returns, verifies qualified result;
If there is no the photo that similarity is higher than threshold value in the photo of the presence similitude found in face information point storehouse,
There will be the photo of similitude to send to showing on mobile handheld terminal, by inspection personnel by photo and workmen's progress
Contrast, whether the artificial judgment workmen is correct employee;
If personnel judge the workmen for the people in the photo returned on inspection, then it is assumed that are proved to be successful, this is applied
Worker person is correct employee.
On the basis of preceding solution, on inspection after personnel manual verification success, applied what is gathered at the construction field (site)
The photo of worker person is increased in face information storehouse, and the information of the workmen is augmented;When face information point storehouse being present
When, while the information of workmen in face information point storehouse is augmented.
On the basis of preceding solution, positioner is provided with mobile handheld terminal, is carried out to workmen
Whether it is correct employee by the geographical location information auxiliary judgment workmen of collection while recognition of face is verified.
On the basis of preceding solution, by positioner acquisition time information and geographical location information, carrying out
While recognition of face, geographical location information and temporal information and the operating position on electronic work order and working time are carried out pair
Than, if recognition of face is verified and the time, place checking also by, then it is assumed that the workmen is correct employee, if people
Face identification or time or place thrin have a checking not pass through, then it is assumed that the workmen is incorrect employee, is tested
Card does not pass through.
On the basis of preceding solution, when mark has and gathered on the photo that gathers at the construction field (site)
Between.
On the basis of preceding solution, when by the Data Enter face information storehouse of workmen, the letter of typing
Breath includes:Workmen's name, unit, human face photo, contact method.
On the basis of preceding solution, the job information of the electronic work order of typing includes work corresponding with electronic work order
Make the information of place, working time, work unit and staff.
From above technical scheme, identity of the present invention using face recognition technology to field work site operation personnel
Verified, can improve the efficiency and accuracy of checking, at the same Automatic face recognition not when coordinate the hand of manual verification
Section, the advantages of both having taken full advantage of recognition of face, the defects of also compensate for face recognition technology.It is furthermore preferred that by with reference to people
Face information bank and face information corresponding with electronic work order divide storehouse, the people divided first with face information in storehouse in recognition of face
Face image is that standard is contrasted, and more targetedly, reduces the scope of contrast, can improve verification efficiency and accuracy.And
And by multiple checking, the information of workmen in storehouse can be divided to carry out redundancy supplement face information storehouse and face information,
Upgrade in time the information of workmen, more information promptly and accurately is provided for follow-up authentication, to improve the accurate of checking
Property and efficiency.The inventive method can be used for sealing except that can apply the personal identity authentication in outdoor construction operation field
Close the personal identity authentication of the gate control system of working environment.
Brief description of the drawings
In order to illustrate the embodiments of the present invention more clearly, below will be to required use in embodiment or description of the prior art
Accompanying drawing do simple introduction, it should be apparent that, drawings in the following description are only some embodiments of the present invention, for ability
For the those of ordinary skill of domain, on the premise of not paying creative work, it can also be obtained according to these accompanying drawings other attached
Figure.
Fig. 1 is the flow chart of the embodiment of the present invention 1;
Fig. 2 is to identify the display schematic diagram being proved to be successful on mobile handheld terminal;
Fig. 3 is the display schematic diagram that the high photo of similarity is returned on mobile handheld terminal;
Fig. 4 is to confirm to identify successful display schematic diagram from the photo of return on mobile handheld terminal;
Fig. 5 is to confirm to identify the display signal of successful another way from the photo of return on mobile handheld terminal
Figure;
Fig. 6 is the flow chart of the embodiment of the present invention 2;
Fig. 7 be embodiment 2 establish face information point storehouse realize schematic diagram;
Fig. 8 is the schematic diagram that the face information of embodiment 2 divides storehouse and the supplement of face information storehouse synchronizing information.
Embodiment
In order to which above and other objects of the present invention, feature and advantage can be become apparent from, the embodiment of the present invention cited below particularly,
And coordinate appended diagram, it is described below in detail.
Embodiment 1
Fig. 1 is the flow chart of the present embodiment, as shown in figure 1, personnel's verification method of the present embodiment comprises the following steps:
Establish face information storehouse;Typing workmen's information, the Data Enter that will be provided with the workmen of operation qualification are known
Not in checking system, the information of typing includes:Workmen's name, unit, human face photo, contact method etc., form face
Information bank;
Scene photograph gathers;At the construction field (site), inspection personnel is taken pictures by mobile handheld terminal to workmen, right
The photo of workmen is acquired;Mobile handheld terminal can be the portable intelligent mobile terminal such as mobile phone, tablet personal computer, move
Recognition of face checking system is provided with dynamic handheld terminal, certainly, mobile handheld terminal can also be equipped with the electricity of camera installation
The fixed terminal device such as brain or display system;
Contrast identification;To the photo uploaded from the mobile handheld terminal of job site and the face preserved in face information storehouse
Photo is contrasted, and the mobile handheld terminal that comparing result is back to inspection personnel is shown.
The step of photo comparison, is specific as follows:
According to the human face photo of each workmen of collection in worksite, system is found in face information storehouse successively automatically
Similar photo, several photos (3~5 photos) of the presence similitude found are arranged from high to low by similarity
Row, and contrasted with the photo of the workmen of collection in worksite, if the constructor of similarity highest photo and collection in worksite
The similarity of the photo of member is higher than threshold value, such as similarity is higher than 80% (threshold value), then it is assumed that is proved to be successful, the workmen is
Correct employee, returned to the mobile handheld terminal of field check personnel and verify qualified result (Fig. 2);If in face information storehouse
In the similarity of photo of the workmen of the photo of presence similitude that finds and collection in worksite be below threshold value, then by these
The photo that similitude be present is back to the handheld terminal of inspection personnel (Fig. 3), by inspection personnel by photo and workmen
Contrasted, whether the artificial judgment workmen is correct employee;
If personnel judge the workmen for the people in the photo returned on inspection, in the phase of hand-held mobile terminal
Answer position to choose or click (Fig. 4 or Fig. 5), confirm to be proved to be successful, the employee is correct employee.
After the success of personnel manual verification on inspection, the workmen's that can further select to shoot at the construction field (site)
Photo is increased in face information storehouse, and the information of the workmen is augmented;By this operation, as same position workmen
In authentication next time, also authentication can be carried out according to the photo after renewal.
Such as Zhang San is workmen, when the information of typing Zhang San is to face information storehouse, the photo of Zhang San is not have hyperphoria with fixed eyeballs
The photo of mirror, when constructing at the scene, due to need of work, Zhang San has worn glasses, when inspection personnel carries out authentication to Zhang San
When, Zhang San has worn glasses on the photo of the Zhang San of collection in worksite, it is possible that similarity is less than threshold when carrying out photo comparison
The situation of value, when system returns to the photo do not worn glasses for having the original typing of Zhang San in similarity highest photo, inspection personnel
By manual confirmation, it is believed that Zhang San is correct employee, is proved to be successful rear simultaneously by photo (to wear glasses of collection in worksite
Three) increase in the personal information of Zhang San, and be stored in face information storehouse and be updated, and respectively there is Zhang San as applying
Renewal is synchronized in face information point storehouse corresponding to the electronic work order of worker person (when face information point storehouse be present).It is next time right
When Zhang San carries out authentication, then no matter Zhang San wears glasses or not worn glasses, and has corresponding photo to carry out contrast identification, thus
As checking number is more, the accuracy rate of recognition of face is higher.In addition, because working environment at the construction field (site) compares evil
Bad, some workmens are injured on the face, and the accuracy rate of recognition of face may also can be influenceed by sticking adhesive bandage, pass through the inventive method
The accuracy rate of recognition of face can be improved.
Further, when the similarity of the photo of return is below threshold value, and similarity is very low, inspection personnel may be used also
The identity of workmen is further confirmed that by other modes such as work card, fingerprint authentications, when checking is confirming workmen's identity just
After really, inspection personnel may be selected the photo of the workmen gathered by mobile handheld terminal increasing to face information storehouse
In, the photo of the workmen is updated, realizes that redundancy is augmented, when next time verifies identity to the workmen, Ke Yitong
Cross two or multiple pictures are compared, improve proving correctness.
Embodiment 2
When site operation, personnel are a lot, and the information of face information storehouse memory storage is also a lot, need in whole face during checking
Similar photo is searched in information bank, identifies that the workload of contrast is big, efficiency is low;And workmen is there may be with construction
Task, there is the face information of the workmen in face information storehouse, and workmen goes to the wrong way job site or engineering time not
It is right, it can be verified in face information storehouse, but situation about not being consistent with actual work order.In order to solve problem above, this implementation
The example place different from embodiment 1 is:The step of face information point storehouse is established in increase, is being carried out after establishing face information point storehouse
It is to enter administrative staff in face information point storehouse to verify identification during the contrast identification of photo, as shown in fig. 6, the personnel of the present embodiment test
It is as follows to demonstrate,prove method and step:
Establish face information storehouse;Typing workmen's information, the Data Enter that will be provided with the workmen of operation qualification are known
Not in checking system, the information of typing includes:Workmen's name, unit, human face photo, contact method etc., form face
Information bank;
Establish face information point storehouse;According to the Data Enter job information of electronic work order, job information includes and electronics work
Job site, working time, work unit, staff etc. corresponding to list, according to the people that worked in the job information of electronic work order
The information of member, the human face photo of corresponding workmen and the relevant information of workmen are transferred out from face information storehouse, is established
Face information corresponding with the electronic work order divides storehouse;Such as electronic work order includes three workmens, then in the typing electronics
After the job information of work order, according to the information of this three workmens on electronic work order, read out from face information storehouse correspondingly
This three workmens human face photo and relevant information, establish corresponding with electronic work order face information and divide storehouse (Fig. 7);
Face information storehouse and face information point storehouse all can be arranged in mobile handheld terminal, or face information lab setting is in long-range whole
End, face information divides lab setting, and in mobile handheld terminal, both are communicatively coupled by network;The work order of the present embodiment is electricity
Sub- work order, but it is not limited to electronic work order;
Scene photograph gathers;At the construction field (site), inspection personnel is taken pictures by mobile handheld terminal to workmen, right
The photo of workmen is acquired;
Contrast identification;Because the present embodiment establishes face information point storehouse corresponding with electronic work order, therefore contrasted
Face information storehouse during identification is actual to divide storehouse for face information, i.e. the present embodiment is by from the mobile handheld terminal of job site
The photo preserved in the photo of biography and face information point storehouse corresponding with the electronic work order is contrasted, and then returns comparing result
The mobile handheld terminal for being back to inspection personnel is shown, so as to reduce contrast workload, improves efficiency;Further, also
The information of working site workmen's information corresponding with the electronic work order with what is preserved in face information point storehouse can be carried out pair
Than;
The step of the present embodiment photo comparison, is as follows:
System is automatic successively according to the photo gathered at the scene of each workmen, face information divide in storehouse find with
The similar photo of corresponding workmen, several photos of the presence similitude found are arranged from high to low by similarity
Row, are contrasted with the photo of the workmen of collection in worksite, for a certain workmen, if the similarity highest found
The similarity of the photo of this of photo and collection in worksite workmen is higher than threshold value, then it is assumed that the workmen is proved to be successful, should
Employee is correct employee, and returning to the employee to the mobile handheld terminal of field check personnel verifies qualified result;If
The similarity of all photos of the presence similitude found in face information storehouse and the photo of employee's collection in worksite is less than threshold value,
Then some photos of the presence similitude found in face information point storehouse and corresponding workmen's information are sent to scene
It has been shown that, contrasted the photo of return one by one with workmen by inspection personnel, using people on the mobile handheld terminal of inspection personnel
The mode that work judges differentiates whether the employee is correct employee;
If personnel judge the workmen for the people in the photo returned on inspection, in the phase of hand-held mobile terminal
Answer position to choose or click, confirm to be proved to be successful, the employee is correct employee.
Further, if testing staff judges that the workmen is not the people of corresponding work order by the way of artificial judgment
Face information divides storehouse to return to the personnel in photo, while when workmen does not know construction site and the work order information of oneself yet, then
The photo of the workmen gathered and the photo in face information storehouse and other face information point storehouses can be contrasted, be helped
The personnel find correctly construction address and work order information, if all do not found in face information storehouse and face information point storehouse
The personnel, it need to advise from working site.
After personnel manual verification success on inspection, the photograph of workmen that will be shot at the construction field (site) can be further selected
Piece is increased in face information point storehouse and face information storehouse, and supplement (Fig. 8) is updated to the information of the workmen;So behaviour
Make, when same position workmen is in authentication next time, also authentication can be carried out according to the photo after renewal.
The present embodiment first screens the personnel that work order is related to by establishing face information point storehouse, according to work order information,
When entering administrative staff's checking at the scene, the photo of collection is compared with the personal information in face information point storehouse, not only can be with
Verification efficiency is improved, and the personnel being verified are the correct personnel relevant with work order, and be also beneficial to improve checking
Accuracy.
Further, the present embodiment can also set positioner on mobile handheld terminal, be carried out to workmen
Whether can be also correct employee by location information auxiliary judgment workmen while recognition of face is verified.For example entering
While row recognition of face, geographical location information and temporal information where mobile handheld terminal synchronous acquisition workmen will
Geographical location information and temporal information are contrasted with the operating position on electronic work order and working time, if recognition of face is verified
By and the time, place checking also by, then it is assumed that the workmen is correct employee, if recognition of face or time or place
Thrin has a checking not pass through, then it is assumed that the workmen is incorrect employee, and checking does not pass through.Work as electronic work order
Information is compared not by can search for the work order information of the workmen, the workmen is being informed just according to the information of electronic work order
True job location and time.It is furthermore preferred that the photo gathered at the construction field (site) can mark collection position and acquisition time etc.
Information, it is easy to the later stage to use.
The foregoing description of the disclosed embodiments, professional and technical personnel in the field are enable to realize or using the present invention.
A variety of modifications to these embodiments will be apparent for those skilled in the art, as defined herein
General Principle can be realized in other embodiments without departing from the spirit or scope of the present invention.Therefore, it is of the invention
Embodiment illustrated herein is not intended to be limited to, and is to fit to consistent with principles disclosed herein and features of novelty
Widest range.
Claims (9)
1. a kind of site operation personnel verification method, it is characterised in that comprise the following steps:
Establish face information storehouse step;Typing workmen's information, form face information storehouse;
Scene photograph acquisition step;Inspection personnel is taken pictures by mobile handheld terminal to workmen, gathers workmen
Photo;
Contrast identification step;The human face photo that will be preserved in the photo of the workmen gathered from job site and face information storehouse
Being contrasted, the mobile handheld terminal that comparing result is back to inspection personnel is shown, wherein, the step of photo comparison such as
Under:
According to the human face photo of the workmen of collection in worksite, similar photo is found in face information storehouse, is deposited what is found
Arranged from high to low by similarity in several photos of similitude, if similarity highest photo and collection in worksite are applied
The similarity of the photo of worker person is higher than threshold value, then it is assumed that is proved to be successful, the workmen is correct employee, to site inspection
The mobile handheld terminal of personnel, which returns, verifies qualified result;
If the similarity that the photo of similitude and the photo of the workmen of collection in worksite be present is below threshold value, deposited foregoing
Send to the mobile handheld terminal of inspection personnel in the photo of similitude, carried out photo and workmen by inspection personnel
Contrast, whether the artificial judgment workmen is correct employee;
If personnel judge the workmen for the people in the photo returned on inspection, confirmation is proved to be successful, the constructor
Member is correct employee.
2. site operation personnel verification method according to claim 1, it is characterised in that:After face information storehouse is established also
Including establishing face information point storehouse step, described to establish face information point storehouse step as follows:
The job information of typing work order, the people of workmen in work order is transferred out from face information storehouse according to the job information of work order
Face photo and workmen's information, establish face information corresponding with work order and divide storehouse;
After establishing face information point storehouse, storehouse, inspection personnel's collection are divided in the face information storehouse contrasted in identification step for face information
After the photo of workmen, the human face photo that will preserve in the workmen's photo gathered from job site and face information point storehouse
Contrasted, the mobile handheld terminal that comparing result is back to inspection personnel is shown.
3. site operation personnel verification method according to claim 2, it is characterised in that:Contrast photo pair in identification step
Than the step of it is as follows:
According to the human face photo of the workmen of collection in worksite, similar photo is found in face information point storehouse, by what is found
Several photos that similitude be present are arranged from high to low by similarity, if similarity highest photo and collection in worksite
The similarity of the photo of workmen is higher than threshold value, then it is assumed that is proved to be successful, the workmen is correct employee, is examined to scene
The mobile handheld terminal for looking into personnel returns to the qualified result of checking;
If the similarity that the photo of similitude and the photo of the workmen of collection in worksite be present is below threshold value, deposited foregoing
Send to the mobile handheld terminal of inspection personnel in the photo of similitude, carried out photo and workmen by inspection personnel
Contrast, whether the artificial judgment workmen is correct employee;
If personnel judge the workmen for the people in the photo returned on inspection, confirmation is proved to be successful, the constructor
Member is correct employee.
4. site operation personnel's verification method as described in claim 1 or 2 or 3, it is characterised in that:Personnel manually test on inspection
After demonstrate,proving successfully, the photo of the workmen gathered at the construction field (site) is increased in face information storehouse, to the letter of the workmen
Breath is augmented;Augmented when face information point storehouse be present, while to the information of workmen in face information point storehouse.
5. site operation personnel verification method as claimed in claim 2 or claim 3, it is characterised in that:Set on mobile handheld terminal
There is positioner, while recognition of face checking is carried out to workmen, pass through the geographical location information auxiliary judgment of collection
Whether workmen is correct employee.
6. site operation personnel verification method as claimed in claim 5, it is characterised in that:Believed by positioner acquisition time
Breath and geographical location information, while recognition of face is carried out, by geographical location information and temporal information and the work in work order
Position and working time are contrasted, if recognition of face is verified and time, place checking are also by, then it is assumed that the constructor
Member is correct employee, if recognition of face or time or place thrin have a checking not pass through, then it is assumed that the constructor
Member is incorrect employee, and checking does not pass through.
7. site operation personnel verification method as claimed in claim 6, it is characterised in that:On the photo gathered at the construction field (site)
It is marked with collecting location and acquisition time.
8. site operation personnel's verification method as described in claim 1 or 2 or 3 or 4 or 7, it is characterised in that:By constructor
During the Data Enter face information storehouse of member, the information of typing includes:Workmen's name, unit, human face photo, correspondent party
Formula.
9. site operation personnel verification method as claimed in claim 2 or claim 3, it is characterised in that:The operation letter of the work order of typing
Breath includes the information of job site corresponding with work order, working time, work unit and staff.
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CN110310383A (en) * | 2019-05-28 | 2019-10-08 | 广东电网有限责任公司 | A kind of operating personnel's recognition of face based on mobile terminal is registered system and method |
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CN111886842A (en) * | 2018-03-23 | 2020-11-03 | 国际商业机器公司 | Remote user authentication using threshold-based matching |
CN109147204A (en) * | 2018-08-16 | 2019-01-04 | 青海华职康健康科技有限公司 | A kind of automatic distribution method of personal protective equipment and system |
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CN110310383A (en) * | 2019-05-28 | 2019-10-08 | 广东电网有限责任公司 | A kind of operating personnel's recognition of face based on mobile terminal is registered system and method |
CN111192392A (en) * | 2019-12-16 | 2020-05-22 | 深圳供电局有限公司 | Identity verification method and device, computer equipment and computer-readable storage medium |
CN111192392B (en) * | 2019-12-16 | 2022-07-22 | 深圳供电局有限公司 | Identity verification method and device, computer equipment and computer-readable storage medium |
CN112183265A (en) * | 2020-09-17 | 2021-01-05 | 国家电网有限公司 | Electric power construction video monitoring and alarming method and system based on image recognition |
CN112766927A (en) * | 2021-01-28 | 2021-05-07 | 成都晨云信息技术有限责任公司 | College new school entrance qualification examination method based on face recognition technology |
CN112766927B (en) * | 2021-01-28 | 2023-06-20 | 成都晨云信息技术有限责任公司 | Face recognition technology-based college entrance qualification checking method |
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