CN105898214A - Site surveying device, site surveying confirmation method, and server - Google Patents
Site surveying device, site surveying confirmation method, and server Download PDFInfo
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- CN105898214A CN105898214A CN201610173501.9A CN201610173501A CN105898214A CN 105898214 A CN105898214 A CN 105898214A CN 201610173501 A CN201610173501 A CN 201610173501A CN 105898214 A CN105898214 A CN 105898214A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
- H04N7/181—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources
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Abstract
The invention provides a site surveying device, a site surveying confirmation method, and a server. The site surveying device is composed of a receiving unit, an image acquisition unit, a position obtaining unit, a binding unit, and a sending unit. The receiving unit is used for receiving a site surveying instruction and controlling and starting the image acquisition unit and the position obtaining unit after receiving the site surveying instruction; the image acquisition unit is used for collecting a scene image at a surveying site; the position obtaining unit is used for obtaining current geographic position information; the binding unit is used for binding the geographic position information and the scene image to obtain a scene image with the geographic position information; and the sending unit is used for sending the scene image with the geographic position information to a preset server, so that the preset server carries out site surveying confirmation based on the scene image with the geographic position information. According to the invention, with the site surveying device, a false declaration or concealing problem during processes of insurance acceptance, claim settlement and loss assessment can be solved.
Description
Technical field
The present invention relates to agricultural technology field, be specifically related to a kind of dam site investigation device, scene is looked into
Survey method and the server of confirmation.
Background technology
In general, agricultural insurance is to give birth to plant husbandry (crops), aquaculture (poultry)
The economy that the natural disaster may suffered in product, nurture, developmental process or contingency are caused
Loss provides a kind of insurance of economic guarantee.Insurance institution is by the form of insurance, tissue agricultural
Practitioner collective helps each other, and makes impaired unit or individual obtain due compensation, in order to the most extensive
Demutation is produced, it is ensured that agricultural production is smoothed out.
The Policy Agricultural Insurance that China carries out at present is started tissue by government, it is intended to protection
With the public welfare insurance products helping China's agricultural.China's " agricultural insurance regulations " is
On October 24th, 2012 is passed through by the 222nd standing meeting of State Council, and on March 1st, 2013 rises formally
Implement, wherein specify that agricultural insurance must carry out dam site investigation during accepting insurance and settling a claim,
Receive the notice of generation insurance risk including insurance institution after, it should carry out dam site investigation in time,
Insurance subject damage situations is appraised and decided together with insurant;Forbid fabricate or increase emptily insurance subject or
Person repeatedly insures with same insurance subject and gains the insurance subsidy of agricultural insurance by cheating.
To this end, require that insurance institution, according to agricultural insurance contract engagement, can take sample mode
Appraise and decide insurance subject and the extent of damage thereof.But in actual mechanical process, owing to lacking technical side
Method is supported, it is difficult to verifies the most truly having carried out dam site investigation and confirms.Such as, have
Peasant household hold the crops damaged image information in the most insured plot and carry out setting loss of settling a claim, this makes
The phenomenon made a false report in a large number, conceal must be there is during setting loss is accepted insurance and settled a claim in agricultural insurance.
Summary of the invention
For defect of the prior art, the present invention provides a kind of dam site investigation device, scene to look into
Survey method and the server of confirmation, during solving existing insurance underwriting, Claims Resolution setting loss etc.
The false existed or the problem conceal.
For solving above-mentioned technical problem, the present invention provides techniques below scheme:
First aspect, the invention provides a kind of dam site investigation device, including: reception unit,
Image acquisition units, position acquisition unit, binding unit and transmitting element;
Described reception unit, is used for receiving dam site investigation instruction, and looks into receiving described scene
When surveying instruction, control to start described image acquisition units and described position acquisition unit simultaneously;
Described image acquisition units, for upon actuation, gathers the scene image at the scene surveyed,
And the scene image of collection is sent to described binding unit;
Described position acquisition unit, for upon actuation, obtains current geographic position information, and
The current geographic position information of acquisition is sent to described binding unit;
Described binding unit, for receiving described scene image and described current geographic position
After confidence breath, described geographical location information is bound with described scene image, to be carried
There is the scene image of geographical location information;
Described transmitting element, for being sent to the described scene image with geographical location information
Preset service device, so that described preset service device utilizes the described scene with geographical location information
Image carries out dam site investigation confirmation.
Preferably, described binding unit, specifically for:
Described geographical location information is loaded on described scene image in watermark mode, to obtain
Scene image with geographical location information.
Preferably, described image acquisition units, it is additionally operable to be sent to the scene image of collection
After described binding unit, delete the copy of locally stored described scene image.
Preferably, described position acquisition unit includes GPS locator.
Preferably, described position acquisition unit also includes auxiliary positioning module;
Described auxiliary positioning module, for the latitude and longitude information obtained according to described GPS locator,
Obtain the information of place names corresponding with institute latitude and longitude information;
Correspondingly, current geographic position information includes described latitude and longitude information and described place name letter
Breath.
Preferably, described image acquisition units includes photographic head and/or photographing unit.
Preferably, described transmitting element includes GPRS wireless communication module, 3G radio communication mold
In block, 4G wireless communication module, wifi wireless communication module and short-range wireless communication module
One or more.
Preferably, described dam site investigation device is any one in mobile phone, computer and PAD.
Second aspect, present invention also offers a kind of dam site investigation utilized described in any of the above item
Device carries out the method for dam site investigation confirmation, including:
Receive the scene image with geographical location information that described dam site investigation device sends.
According to the described scene image with geographical location information, whether determine dam site investigation work
Carry out at default target field.
The third aspect, present invention also offers a kind of server, including: receive unit and survey
Confirmation unit;
Described reception unit, for receive dam site investigation device send with geographical location information
Scene image;
Described survey confirmation unit, for according to the described scene image with geographical location information,
Determine whether dam site investigation work is carried out at default target field.
As shown from the above technical solution, dam site investigation device of the present invention, existing receiving
After instruction is surveyed in field, control to start image acquisition units and position acquisition unit so that figure simultaneously
As the scene image at scene is surveyed in collecting unit collection, make position acquisition unit obtain simultaneously and work as
Front geographical location information, correspondingly, binding unit can be by described geographical location information and described field
Scape image is bound, and to obtain the scene image with geographical location information, finally, sends
Scene image with geographical location information can be sent to preset service device by unit, so that described
It is true that preset service device utilizes the described scene image with geographical location information to carry out dam site investigation
Recognize, survey whether work is carried out at default target field to determine.Visible, the present embodiment institute
The dam site investigation device stated, it is ensured that the image surveyed is strict corresponding with geographical position, passes through
Scene image with geographical location information is uploaded onto the server, finally achieves based on geography
The dam site investigation accurately and reliably of position and image binding, it is to avoid such as agricultural insurance dam site investigation
Conceal present in process, false report.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below
The accompanying drawing used required in embodiment or description of the prior art will be briefly described, aobvious and
Easily insight, the accompanying drawing in describing below is some embodiments of the present invention, common for this area
From the point of view of technical staff, on the premise of not paying creative work, it is also possible to according to these accompanying drawings
Obtain other accompanying drawing.
Fig. 1 is the structural representation of the dam site investigation device that first embodiment of the invention provides;
Fig. 2 is the scene image that image acquisition units gathers;
Fig. 3 is the scene image with geographical location information that binding unit obtains;
Fig. 4 is the workflow diagram of dam site investigation device;
Fig. 5 be fifth embodiment of the invention provide utilize dam site investigation device to carry out scene to look into
Survey the flow chart of the method for confirmation;
Fig. 6 is the structural representation of the server that sixth embodiment of the invention provides.
Detailed description of the invention
For making the purpose of the embodiment of the present invention, technical scheme and advantage clearer, below will knot
Close the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear,
Complete description, it is clear that described embodiment be a part of embodiment of the present invention rather than
Whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art are not having
Make the every other embodiment obtained under creative work premise, broadly fall into present invention protection
Scope.
First embodiment of the invention provides a kind of dam site investigation device, and Fig. 1 shows this
The structural representation of the dam site investigation device that bright first embodiment provides.See Fig. 1, described existing
Surveying device includes: receive unit 11, image acquisition units 12, position acquisition unit 13,
Binding unit 14 and transmitting element 15;Wherein, unit 11 is received simultaneously and image acquisition units
12 and position acquisition unit 13 connect, binding unit 14 also simultaneously with image acquisition units 12
Connecting with position acquisition unit 12, transmitting element 15 is connected with binding unit 14.
Described reception unit 11, is used for receiving dam site investigation instruction, and is receiving described scene
When surveying instruction, control to start described image acquisition units 12 and described position acquisition unit simultaneously
13;
Such as, dam site investigation instruction can be that the user of described dam site investigation device sends,
Such as by a certain button etc. on finger touching dam site investigation device.Additionally, dam site investigation refers to
Order can also be carried out by remote control, and such as server passes through remote control dam site investigation device
Carry out dam site investigation, be transmitted across when the reception unit of dam site investigation device receives Server remote
During the dam site investigation instruction come, will be controlled starting image acquisition units 12 and carry out image and adopt
Collection, and startup position acquiring unit 13 carries out geographical location information acquisition simultaneously.
Described image acquisition units 12, for upon actuation, gathers the scene image at the scene surveyed,
And the scene image of collection is sent to described binding unit;
Such as, described image acquisition units 12 includes photographic head and/or photographing unit.Preferably, for
Saving flow during later stage transmission image, the image that described image acquisition units 12 gathers is best
Less than 10.
Described position acquisition unit 13, for upon actuation, obtains current geographic position information,
And the current geographic position information of acquisition is sent to described binding unit;
Such as, described position acquisition unit 13 includes GPS locator.GPS locator obtains
Geographical location information be generally latitude and longitude coordinates (X: longitude;Y: latitude), such as (X:
34°17.717’;Y:113 ° 48.157 ').Additionally, GPS locator is obtaining latitude and longitude coordinates
Also can obtain the current time simultaneously.Correspondingly, follow-up binding unit is by geographical location information
Also the temporal binding that GPS locator can be obtained when being tied on image on scene image, with
Show which position this scene image is in, which time acquisition, so can be more accurately
Determine uniqueness or the verity of this scene image.
Here, the working method of described position acquisition unit 13 at least can include two kinds.A kind of
Being that image acquisition units 12 often gathers piece image, position acquisition unit 13 just obtains once
Current geographical location information, and the geographical location information of acquisition is sent to binding unit 14,
So that binding unit 14 all carries out the binding of corresponding geographical location information to each image.
Another kind is, when image acquisition units 12 gathers piece image, and position acquisition unit
13 obtain current geographical location information, and follow-up no matter image acquisition units 12 gathers a few width figure
Picture, position acquisition unit 13 will no longer reacquire positional information.Wherein, position acquisition unit
After 13 obtain current geographical location information, the positional information of acquisition is sent to binding unit 14,
So that the one or more image that image acquisition units 12 is gathered by binding unit 14 all utilizes institute
State geographical location information to bind.
Usually, in order to reduce the power consumption of dam site investigation device, it is preferred to use the second work side
Formula.This be a dam site investigation typically just for one piece of farmland or a pond, and for one piece
For multiple image corresponding to farmland or one piece of pond, its geographical location information will not change too much.
Therefore each image geographical location information need not all be obtained.
Described binding unit 14, for receiving described scene image and described current geographic
After positional information, described geographical location information is bound with described scene image, to obtain
Scene image with geographical location information;
Seeing Fig. 2 and Fig. 3, wherein, Fig. 2 is the scene image that image acquisition units gathers, figure
3 is the scene image with geographical location information that binding unit obtains.Geographical position in Fig. 3
Information not only contains geographical position coordinates, further comprises place name.
Such as, described binding unit 14 can use processor or image processing apparatus to realize, this
In, described geographical location information is bound with described scene image, refers generally to acquisition
In the scene image that geographical location information write extremely obtains, this write operation at least includes two kinds
Situation, a kind of is directly to be superimposed to obtain as word or picture using the geographical location information of acquisition
Scene image in, the position of superposition can be the corner location of scene image, this write
Result typically can be immediately seen described geographical location information in scene image;Another kind is to adopt
With image processing means, the geographical location information of acquisition is embedded in the scene image of acquisition, tool
The embedded mode of body may include that the modes such as watermark, Steganography, visual password, this process
Result can be scape image on the scene to be immediately seen geographical location information (such as common watermark), also
Can be that scape image on the scene is not directly visible described geographical location information (such as stealthy watermark).
Usually, in order to the later stage surveys the convenience of confirmation, it is usually and wishes by checking described band
The scene image having geographical location information directly knows described geographical location information, i.e. described in tie up
Cell 14 there is no need to be hidden to described field geographical location information by the means of image procossing
In scape image, but at certain in particular cases, as in order to improve confidentiality, or prevent the later stage
When surveying confirmation, relevant staff stealthily changes the described scene image with geographical location information
To help insurer to recover, described binding unit 14 can also be hidden by geographical location information
Hide to corresponding scene image, the violation of relevant staff so can be avoided to substitute behavior for another surreptitiously.
Only for this scene image, when the later stage surveys confirmation, need first to carry out image procossing
Operate such as decoding etc., to obtain the geographical location information corresponding with this scene image.
Described transmitting element 15, for sending the described scene image with geographical location information
To preset service device, so that described preset service device utilizes the described field with geographical location information
Scape image carries out dam site investigation confirmation.
Such as, described transmitting element 15 can include that GPRS wireless communication module, 3G are wireless
Communication module, 4G wireless communication module, wifi wireless communication module and short-distance wireless communication mould
One or more in block.
Here, described transmitting element 15 can be wirelessly by with geographical location information
Scene image be sent to preset service device, so that described preset service device utilizes described with ground
The scene image of reason positional information carries out surveying confirmation, to determine that whether dam site investigation works in advance
If target field carry out.Here, the target field preset can refer to that agricultural is insured target, case
Find field, scene of an automobile accident etc..
See Fig. 4, Fig. 4 and show the workflow schematic diagram of dam site investigation device.
Such as, target of insuring is for being positioned at latitude and longitude coordinates (X:34 ° 17.717 ';Y:113 ° 48.157 ')
One piece of farmland of insuring.Such as, when this block of certain peasant household insure farmland meet with natural disaster cause
When crops is badly damaged, agricultural insurance can be obtained by the way of Claims Resolution and compensate.And insure public affairs
Department, before reparation, first can carry out dam site investigation, the most true to determine the situation that this peasant household states.
And the scene with geographical location information that the dam site investigation device applying the present embodiment to provide obtains
Image, is determined for field and whether surveys work at default target field (target of insuring)
Carry out, the most then can judge whether that needs are compensated, to prevent according to the image obtained
Conceal present in agricultural insurance dam site investigation process, false report.
Such as, the farmland of insuring of this peasant household is positioned at latitude and longitude coordinates (X:34 ° 17.717 ';Y:
113 ° 48.157 ') place, and the geographical position that the scene image in the impaired crops of dam site investigation is corresponding
Information is (X:39 ° 10.700 ';Y:120 ° 40.150 '), then can know insure farmland and
Impaired farmland is not same place farmland, and therefore insurance company will not compensate.
Dam site investigation device described in the present embodiment, after receiving dam site investigation instruction, controls
Start image acquisition units and position acquisition unit so that image acquisition units collection is surveyed simultaneously
On-the-spot scene image, makes position acquisition unit obtain current geographic position information, phase simultaneously
Ying Di, described geographical location information can be bound by binding unit with described scene image, with
Obtaining the scene image with geographical location information, finally, transmitting element can be by with geographical position
The scene image of confidence breath is sent to preset service device, so that described preset service device utilizes described
Scene image with geographical location information carries out dam site investigation confirmation, to determine that surveying work is
No carry out in target of insuring.Visible, described in the present embodiment dam site investigation device, it is ensured that look into
The image surveyed is strict corresponding with geographical position, by by the scene graph with geographical location information
As uploading onto the server, finally achieve and bind accurately and reliably with image based on geographical position
Dam site investigation, it is to avoid conceal as present in agricultural insurance dam site investigation process, false report.
In second embodiment of the invention, give a kind of concrete real of described binding unit 14
Existing mode.
Wherein, described binding unit 14, specifically for:
Described geographical location information is loaded on described scene image in watermark mode, to obtain
Scene image with geographical location information.
In the present embodiment, geographical location information is loaded into described field in watermark mode by binding unit
On scape image, obtain the scene image with geographical location information.
Certainly, binding unit can also be adopted in other ways by geographical location information and scene image
Bind, as the technology such as Steganography, visual password, latent channel can be used geographical position
Information is embedded in scene image, to obtain the scene image with geographical location information.
In order to prevent misuse, abuse, or repeatedly use the scene image gathered
Situation, in third embodiment of the invention, described image acquisition units 12, be additionally operable to
After the scene image of collection is sent to described binding unit, delete locally stored described field
The copy of scape image.
In four embodiment of the invention, described position acquisition unit 13 is except including GPS
Outside localizer, also include auxiliary positioning module;
Described auxiliary positioning module, for the latitude and longitude information obtained according to described GPS locator,
Obtain the information of place names corresponding with institute latitude and longitude information;
Such as, described auxiliary positioning module, the cartographic information can shared by loading disclosure,
Closest address, administrative area and place name is searched, such as with (X:34 ° according to longitude and latitude
17.717’;Y:113 ° 48.157 ') information of place names that longitude and latitude is corresponding: Changge City of Henan Province Meng Zhai
Village.
Correspondingly, current geographic position information now includes described latitude and longitude information and described
Information of place names.
Wherein, the dam site investigation device described in the present embodiment, can apply in multiple occasion.Example
As agricultural insurance dam site investigation, car accident dam site investigation, spot are surveyed.The present invention
All of embodiment all explains as a example by agricultural insurance dam site investigation, but does not represent and want
Limit the application of described dam site investigation device, due to its all base of operation principle in each field
This is consistent, therefore no longer describes in detail for other applications.
Preferably, above-mentioned dam site investigation device can be any in mobile phone, computer and PAD
A kind of.Can certainly be for be arranged on the application program on mobile phone, computer or PAD.Such as,
Taking pictures and positioning function in the existing ripe smart mobile phone commonly used can be made full use of, profit
Realize taking pictures and the online binding in time in geographical position with vertical application, by geographical position
Longitude and latitude and information of place names are loaded on image in watermark mode, it is ensured that the image surveyed is with geographical
Position is the most corresponding, is then uploaded onto the server end by mobile phone terminal online mode, may finally
Realize geographical position based on smart mobile phone the most true with the agricultural insurance dam site investigation that image is bound
Recognize, it is to avoid exist during agricultural insurance dam site investigation conceal, the problem such as false.
Such as, it is difficult to timely dynamic authentication problem for agricultural insurance dam site investigation, based on accepting insurance
Target, no matter plant husbandry, aquaculture or forestry insurance, be respectively provided with unique locus and belong to
Property, it is possible to use intelligent movable mobile phone, survey scene photograph by mobile phone shooting acquisition, and same
Shi Liyong mobile phone positioning function obtains the geographic coordinate information with shooting picture location and information of place names
Deng, and image is bound online with geographical position, formed with geographical location information as watermark symbol
Image, then utilize smart mobile phone wireless network mode by watermark photo in time upload to service
Device end, the geographical location information data gathered including synchronized upload, final one of setting up is based on intelligence
The geographical position of energy mobile phone and the online confirmation method of agricultural insurance dam site investigation of image binding, keep away
Exempted to exist during agricultural insurance dam site investigation conceal, the problem such as false.
Fifth embodiment of the invention provides a kind of scene utilized described in any of the above-described embodiment
Survey the method that device carries out dam site investigation confirmation, see Fig. 5, comprise the steps:
Step 101: receive the scene with geographical location information that described dam site investigation device sends
Image.
Step 102: according to the described scene image with geographical location information, determine dam site investigation
Whether work is carried out at default target field.
In this step, such as, described default target field is the mark of insuring of pending Claims Resolution
's.According to the described scene image with geographical location information, obtain and described scene image pair
The geographical location information answered, by the target institute of insuring of described geographical location information Yu pending Claims Resolution
Geographical position contrast, examine dam site investigation work whether enter at default target field
OK.
Wherein, when carrying out position versus, it may be determined that a rational range of error, as long as
Comparison result is in described range of error, then it is believed that dam site investigation is operated in correct insuring
Target is carried out.
If described step 102 determines that dam site investigation is operated in correct target of insuring and carries out, then
Prove that surveying the image obtained has reference value (for real scene image rather than lie about
Scene image), therefore can judge whether that needs are correlated with according to the scene image received
Reparation processes.
Sixth embodiment of the invention provides a kind of server, sees Fig. 6, including: receive single
Unit 21 and survey confirmation unit 22;
Described reception unit 21, for receiving believing with geographical position of dam site investigation device transmission
The scene image of breath;
Described survey confirmation unit 22, for according to the described scene graph with geographical location information
Picture, determines whether dam site investigation work is carried out at default target field.
Server described in the present embodiment may be used for performing above-mentioned 5th side described in embodiment
Method, its principle is similar with technique effect, the most no longer describes in detail.
Above example is merely to illustrate technical scheme, is not intended to limit;Although
With reference to previous embodiment, the present invention is described in detail, those of ordinary skill in the art
It is understood that the technical scheme described in foregoing embodiments still can be modified by it,
Or wherein portion of techniques feature is carried out equivalent;And these amendments or replacement, do not make
The essence of appropriate technical solution departs from the spirit and scope of various embodiments of the present invention technical scheme.
Claims (10)
1. a dam site investigation device, it is characterised in that including: receive unit, image acquisition
Unit, position acquisition unit, binding unit and transmitting element;
Described reception unit, is used for receiving dam site investigation instruction, and looks into receiving described scene
When surveying instruction, control to start described image acquisition units and described position acquisition unit simultaneously;
Described image acquisition units, for upon actuation, gathers the scene image at the scene surveyed,
And the scene image of collection is sent to described binding unit;
Described position acquisition unit, for upon actuation, obtains current geographic position information, and
The current geographic position information of acquisition is sent to described binding unit;
Described binding unit, for receiving described scene image and described current geographic position
After confidence breath, described geographical location information is bound with described scene image, to be carried
There is the scene image of geographical location information;
Described transmitting element, for being sent to the described scene image with geographical location information
Preset service device, so that described preset service device utilizes the described scene with geographical location information
Image carries out dam site investigation confirmation.
Dam site investigation device the most according to claim 1, it is characterised in that described binding
Unit, specifically for:
Described geographical location information is loaded on described scene image in watermark mode, to obtain
Scene image with geographical location information.
Dam site investigation device the most according to claim 1, it is characterised in that described image
Collecting unit, is additionally operable to, after the scene image of collection is sent to described binding unit, delete
Copy except locally stored described scene image.
Dam site investigation device the most according to claim 1, it is characterised in that described position
Acquiring unit includes GPS locator.
Dam site investigation device the most according to claim 4, it is characterised in that described position
Acquiring unit also includes auxiliary positioning module;
Described auxiliary positioning module, for the latitude and longitude information obtained according to described GPS locator,
Obtain the information of place names corresponding with institute latitude and longitude information;
Correspondingly, current geographic position information includes described latitude and longitude information and described place name letter
Breath.
Dam site investigation device the most according to claim 1, it is characterised in that described image
Collecting unit includes photographic head and/or photographing unit.
Dam site investigation device the most according to claim 1, it is characterised in that described transmission
Unit include GPRS wireless communication module, 3G wireless communication module, 4G wireless communication module,
One or more in wifi wireless communication module and short-range wireless communication module.
Dam site investigation device the most according to claim 1, it is characterised in that described scene
Surveying device is any one in mobile phone, computer and PAD.
9. one kind utilizes the dam site investigation device as according to any one of claim 1~8 to carry out now
The method that confirmation is surveyed in field, it is characterised in that including:
Receive the scene image with geographical location information that described dam site investigation device sends.
According to the described scene image with geographical location information, whether determine dam site investigation work
Carry out at default target field.
10. a server, it is characterised in that including: receive unit and survey confirmation unit;
Described reception unit, for receive dam site investigation device send with geographical location information
Scene image;
Described survey confirmation unit, for according to the described scene image with geographical location information,
Determine whether dam site investigation work is carried out at default target field.
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CN112906441A (en) * | 2019-12-04 | 2021-06-04 | ***通信集团设计院有限公司 | Image recognition system and method for communication industry survey and maintenance |
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