CN104268783B - The method, apparatus and terminal device of car damage identification appraisal - Google Patents

The method, apparatus and terminal device of car damage identification appraisal Download PDF

Info

Publication number
CN104268783B
CN104268783B CN201410241129.1A CN201410241129A CN104268783B CN 104268783 B CN104268783 B CN 104268783B CN 201410241129 A CN201410241129 A CN 201410241129A CN 104268783 B CN104268783 B CN 104268783B
Authority
CN
China
Prior art keywords
information
damaged
vehicle
damaged parts
appraisal
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN201410241129.1A
Other languages
Chinese (zh)
Other versions
CN104268783A (en
Inventor
陈俐如
黄泽凯
林维德
于全舣
游成盛
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
\
Original Assignee
\
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by \ filed Critical \
Priority to CN201410241129.1A priority Critical patent/CN104268783B/en
Publication of CN104268783A publication Critical patent/CN104268783A/en
Application granted granted Critical
Publication of CN104268783B publication Critical patent/CN104268783B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Image Analysis (AREA)
  • Financial Or Insurance-Related Operations Such As Payment And Settlement (AREA)

Abstract

The method that the present invention provides a kind of to carry out setting loss appraisal in terminal device to vehicle, including:Receive the vehicle characteristic information of damaged vehicle input by user;The image information for acquiring the damaged parts of damaged vehicle, damaged parts information is determined according to image information;According to vehicle characteristic information and damaged parts information, the setting loss appraisal of damaged vehicle is determined.Embodiment provided by the present invention fills up the technological gap for being automated on the terminal device in automobile Claims Resolution field and carrying out setting loss appraisal.Embodiment provided by the present invention evaluates the mode of this high accuracy rate at low cost instead of existing artificial carry out setting loss, simplifies setting loss link, improves the accuracy of setting loss, reduces dispute on price, promotes the benign development of automobile Claims Resolution industry.

Description

The method, apparatus and terminal device of car damage identification appraisal
Technical field
The present invention relates to the technical fields of terminal device, specifically, the present invention relates to carried out to vehicle in traffic accident The method, apparatus and terminal device of setting loss appraisal.
Background technology
After traffic accident occurs, generally takes insurance company to reach the manual type that scene is reconnoitred and carry out setting loss. This setting loss appraisal mode needs to occupy a large amount of human cost of insurance company, spends the higher time cost of setting loss personnel, and Since to be likely to result in setting loss appraisal inaccurate rationally for the subjective factor of setting loss personnel so that result usually varies with each individual, because when And it is different, it is unfavorable for the sound development of industry.In recent years, also there is automobile Claims Resolution application in automobile Claims Resolution field, but this answer With the management for focusing primarily upon Claims Resolution flow, does not go out to be now able to be standardized, setting loss appraisal is carried out to science to vehicle Method and system.
Invention content
The purpose of the present invention aims to solve at least one of above-mentioned technological deficiency, especially through manual type site inspection to vehicle Carry out setting loss appraisal the problem of spending higher time and cost of labor.
The method that the present invention provides a kind of to carry out setting loss appraisal in terminal device to vehicle, including:
Receive the vehicle characteristic information of damaged vehicle input by user;
The image information for acquiring the damaged parts of damaged vehicle, damaged parts information is determined according to image information;
According to vehicle characteristic information and damaged parts information, the setting loss appraisal of damaged vehicle is determined.
The present invention also provides it is a kind of to vehicle carry out setting loss appraisal device, including receiving module, component determining module, Determining module is evaluated in setting loss:
The receiving module, the vehicle characteristic information for receiving damaged vehicle input by user;
The component determining module, the image information of the damaged parts for acquiring damaged vehicle are true according to image information Determine damaged parts information;
Determining module is evaluated in the setting loss, for according to vehicle characteristic information and damaged parts information, determining damaged vehicle Setting loss appraisal.
Embodiment provided by the present invention, terminal device receive the vehicle characteristic information of damaged vehicle input by user, root Damaged parts information is determined according to the image information of the damaged parts of collected damaged vehicle, then, is believed according to vehicle characteristics Breath and damaged parts information determine the setting loss appraisal of damaged vehicle, fill up automation in automobile Claims Resolution field and carry out setting loss appraisal Technological gap.Embodiment provided by the present invention evaluates this high accuracy rate at low cost instead of existing artificial carry out setting loss Mode, simplify setting loss link, improve the accuracy of setting loss, reduce dispute on price, promote the benign development of automobile Claims Resolution industry. Meanwhile a kind of efficient car damage identification appraisal of profession is provided for insurance company and professional service organizations when traffic accident occurs Tool also provides a self-service setting loss evaluation tool about " vehicle damage " for car owner, greatly improves the use of car owner Experience;Further, embodiment provided by the present invention is insurance company, professional service organizations and car owner tripartite provide company The bridge connect, tripartite can make damaged vehicle unified and standard setting loss rating result.Said program proposed by the present invention, To the change very little of existing system, the compatibility of system is not interfered with, and is realized simple, efficient.
The additional aspect of the present invention and advantage will be set forth in part in the description, these will become from the following description Obviously, or practice through the invention is recognized.
Description of the drawings
Above-mentioned and/or additional aspect and advantage of the invention will become from the following description of the accompanying drawings of embodiments Obviously and it is readily appreciated that, wherein:
Fig. 1 is the method flow diagram that setting loss appraisal is carried out to vehicle according to the embodiment of the present invention;
Fig. 2 is the functions of the equipments schematic diagram that setting loss appraisal is carried out to vehicle according to the embodiment of the present invention;
Fig. 3 is the exemplary plot according to a preferred embodiment of the invention;
Fig. 4 is the exemplary plot according to another preferred embodiment of the present invention.
Specific implementation mode
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached The embodiment of figure description is exemplary, and is only used for explaining the present invention, and is not construed as limiting the claims.
Those skilled in the art of the present technique are appreciated that unless expressly stated, singulative " one " used herein, " one It is a ", " described " and "the" may also comprise plural form.It is to be further understood that is used in the specification of the present invention arranges It refers to there are the feature, integer, step, operation, element and/or component, but it is not excluded that presence or addition to take leave " comprising " Other one or more features, integer, step, operation, element, component and/or their group.It should be understood that when we claim member Part is " connected " or when " coupled " to another element, it can be directly connected or coupled to other elements, or there may also be Intermediary element.In addition, " connection " used herein or " coupling " may include being wirelessly connected or wirelessly coupling.It is used herein to arrange Diction "and/or" includes that the whole of one or more associated list items or any cell are combined with whole.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art Language and scientific terminology), there is meaning identical with the general understanding of the those of ordinary skill in fields of the present invention.Should also Understand, those terms such as defined in the general dictionary, it should be understood that have in the context of the prior art The consistent meaning of meaning, and unless by specific definitions as here, the meaning of idealization or too formal otherwise will not be used To explain.
It includes wireless communication that those skilled in the art of the present technique, which are appreciated that " terminal " used herein above, " terminal device " both, The equipment of number receiver, only has the equipment of the wireless signal receiver of non-emissive ability, and includes receiving and transmitting hardware Equipment, have on bidirectional communication link, can carry out two-way communication reception and emit hardware equipment.This equipment May include:Honeycomb or other communication equipments are shown with single line display or multi-line display or without multi-line The honeycomb of device or other communication equipments;PCS (Personal Communications Service, PCS Personal Communications System), can With combine voice, data processing, fax and/or communication ability;PDA (Personal Digital Assistant, it is personal Digital assistants), may include radio frequency receiver, pager, the Internet/intranet access, web browser, notepad, day It goes through and/or GPS (Global Positioning System, global positioning system) receiver;Conventional laptop and/or palm Type computer or other equipment, have and/or the conventional laptop including radio frequency receiver and/or palmtop computer or its His equipment." terminal " used herein above, " terminal device " they can be portable, can transport, be mounted on the vehicles (aviation, Sea-freight and/or land) in, or be suitable for and/or be configured in local runtime, and/or with distribution form, operate in the earth And/or any other position operation in space." terminal " used herein above, " terminal device " can also be communication terminal, on Network termination, music/video playback terminal, such as can be PDA, MID (Mobile Internet Device, mobile Internet Equipment) and/or mobile phone with music/video playing function, can also be the equipment such as smart television, set-top box.
Fig. 1 is the method flow diagram that setting loss appraisal is carried out to vehicle according to the embodiment of the present invention.
In step s 110, terminal device receives the vehicle characteristic information of damaged vehicle input by user.
Specifically, user can be in advance by the vehicular characteristics data of the vehicle characteristic information input terminal equipment 100 of its vehicle In library, after traffic accident occurs, by the trigger action of user, terminal device reads impaired from the vehicular characteristics data library The vehicle characteristic information of vehicle.Or after traffic accident occurs, user inputs the vehicle characteristic information of damaged vehicle, eventually End equipment receives vehicle characteristic information input by user in real time.
In the step s 120, the image information for acquiring the damaged parts of damaged vehicle determines the portion of being damaged according to image information Part information.
The mode of image information of the damaged parts of terminal device acquisition damaged vehicle includes:
1) step S120 includes step S121 (not shown) and step S122 (not shown);In step S121, to user Component virtual box line chart corresponding with all parts region of damaged vehicle is provided;In step S122, selected based on user The component virtual box line chart selected, by the damaged parts of damaged vehicle by viewpoint focusing fall into selection component virtual box line chart it It is interior, it is taken pictures to damaged parts progress frame choosing by way of taking pictures, to acquire the image information of the damaged vehicle component.
In one example, as shown in figure 3, in step S121, terminal device provides a user each with damaged vehicle The corresponding component virtual box line chart of component area, on the right side of front bumper, front bumper left side, front bumper, front cover Deng.After the component virtual box line chart of user's selection " on the right side of front bumper ", in step S121, by the front bumper of damaged vehicle Right side is fallen by viewpoint focusing within " on the right side of front bumper " component virtual box line chart of selection, then by way of taking pictures Photographing operation is selected to carrying out frame on the right side of front bumper, to acquire the image information on the right side of front bumper.
Mode described in the present embodiment, due to having provided a user the corresponding figure in all parts region of damaged vehicle The component virtual box line chart of shape, facilitates user to select damaged parts from patterned wire figure, even to zero, automobile The unfamiliar crowd of part can also determine damaged vehicle component based on appearance similitude and fast and accurately.
2) optionally, to user by gesture touch control operation in the damaged parts for taking pictures the damaged vehicle selected in screen The shot region at place is taken pictures, and the image information of the damaged parts of damaged vehicle is acquired.
In one example, user can select the damaged parts of damaged vehicle by way of gesture manipulation in screen of taking pictures The region at place then carries out the image information that photographing operation acquires the damaged parts.Wherein, when user carries out hand motion When, the camera function of terminal device acquires video image first, and then terminal device will carry out hand to collected video image Portion's action segmentation, finger tip positioning, tracking process, clicks the processing such as detection to determine that control mode manipulates for gesture at feature extraction.
In an embodiment of the present invention, damaged parts information includes:Damaged parts title, damaged area information, and it is impaired Degree information.
Terminal device includes according to the method that image information determines damaged parts title and damaged area information:
1) based on user when acquiring the image information of damaged parts of damaged vehicle selected component virtual box line chart, Determine damaged parts title.
In one example, as user, when acquiring the image information of damaged parts of damaged vehicle, selected component is virtual Wire figure is " on the right side of front bumper " that then terminal device can determine that damaged parts are on the right side of front bumper.
2) the circle selection operation executed to described image information according to user, determines damaged area information.
In one example, as shown in figure 4, first, terminal device is according to user to being presented on the damaged vehicle in screen The image information of damaged parts carries out circle selection operation, determines the size of circle favored area;Then, the image based on damaged parts The predetermined ratio of size and actual vehicle size determines the damaged area information of practical damaged vehicle.
It is foundation that the practical damaged parts image of damaged vehicle is used in the present embodiment, only passes through a step circle selection operation It realizes the accurate determination to damage field area, reduce the complexity that area determines and improves accuracy.
3) analysis and identification processing is carried out to image information by image recognition technology, determines damaged parts title and impaired face Product information.
In one example, in advance to the typical sample of magnanimity, such as typical sample of each damaged parts, different impaired areas Each damaged parts typical sample carry out data prediction, such as analog-to-digital conversion, binaryzation, image it is smooth, transformation, enhancing, Restore, filter etc.;Then, feature extraction, and composition characteristic vector are carried out;Then, feature vector is normalized;Really Recognize the corresponding damaged parts title of typical sample and/or damaged area information;By feature vector and damaged parts title and/or Damaged area information trains respectively as the input and output of disaggregated model and simultaneously determines disaggregated model.Terminal device will be collected Image information is put into progress analysis and identification processing in disaggregated model, determines damaged parts title and/or damaged area information;Its In, disaggregated model includes the disaggregated model established according to any mode classification in the prior art, such as SVM, bayesian algorithm, recently Adjacent sorting algorithm, EM algorithm etc..
4) selection operation according to user based on image information in preset extent of damage control picture, determines impaired journey Spend information.
Specifically, first, terminal device provides a user multiple preset extent of damage control pictures;Then, Yong Huji In the image information of the damaged parts of damaged vehicle, it is compared in multiple preset extent of damage control pictures, and select The extent of damage consistent with the extent of damage of the damaged parts of damaged vehicle compares picture;Terminal device is according to the user's choice It operates to determine extent of damage information.In the present embodiment, it can be history damaged vehicle case that the preset extent of damage, which compares picture, In practical damaged parts the extent of damage sample, guiding user selection with best suit the extent of damage really damaged, reduce User determines the complexity of degree of injury and improves accuracy.
5) after determining damaged parts title and damaged area information, believed according to damaged parts title and damaged area Breath carries out analysis and identification processing, to determine extent of damage information based on 3D modeling technology to image information.
In one example, previously according to the different extent of damages of multiple damaged vehicle components with mutual spatial relationship 2D cross-sectional data images, come construct multiple damaged vehicle components the different extent of damages virtual 3d model.It is impaired determining After component names and damaged area information, terminal device is according to damaged parts title and damaged area information, based on having been established Virtual 3d model processing is identified to the impaired depth in image information, to determine extent of damage information.
In step s 130, according to vehicle characteristic information and damaged parts information, the setting loss appraisal of damaged vehicle is determined.
In an embodiment of the present invention, vehicle characteristic information includes following one or more:Vehicle brand;Vehicle model; And the paint number of plies.
Step S130 further includes step S131 (not shown) and step S132 (not shown);In step S131, terminal is set For according to vehicle characteristic information and damaged parts information, determine that the maintenance man-hours information of the damaged parts of damaged vehicle and working hour are single Valence information;In step S132, according to maintenance man-hours information and working hour unit price information, calculation processing is carried out by price formulae, To determine the setting loss appraisal of damaged vehicle.
By establishing standard work force and the working hour pricing structure of sustainable operating, the accuracy of setting loss appraisal is improved, is protected Dangerous company, vehicle maintenance manufacturer and three side of car owner can be evaluated system by unified standard and determine that unified setting loss is evaluated, Reduce dispute on price.
Specifically, in step S131, terminal device is believed according to damaged parts title, damaged area information, the extent of damage Breath, vehicle brand, vehicle model and the paint number of plies, match query is carried out in scheduled working hour corresponding relation database, is determined Maintenance man-hours information.Wherein, working hour corresponding relation database includes different damaged parts, and/or different damaged areas Information, and/or the different extent of damage, and/or different vehicle brands, and/or different vehicle models and/or different oil Enamelled coating number, corresponding different maintenance man-hours information.Meanwhile terminal device reads scheduled working hour unit price information.
In step S132, terminal device passes through price formulae according to maintenance man-hours information and working hour unit price information:Setting loss Appraisal=working hour unit price × maintenance man-hours carry out calculation processing, to determine that setting loss is evaluated.
Embodiment provided by the present invention, terminal device receive the vehicle characteristic information of damaged vehicle input by user, root Damaged parts information is determined according to the image information of the damaged parts of collected damaged vehicle, then, is believed according to vehicle characteristics Breath and damaged parts information determine the setting loss appraisal of damaged vehicle, fill up automation in automobile Claims Resolution field and carry out setting loss appraisal Technological gap.Embodiment provided by the present invention evaluates mode instead of the setting loss of existing artificial high accuracy rate at low cost, Simplify setting loss link, improve the accuracy of setting loss, reduce dispute on price, promotes the benign development of automobile Claims Resolution industry.Meanwhile A kind of efficient car damage identification evaluation tool of profession is provided for insurance company and professional service organizations when traffic accident occurs, A self-service setting loss evaluation tool about " vehicle damage " is provided for car owner, greatly improves the usage experience of car owner;Into One step, embodiment provided by the present invention is insurance company, professional service organizations and car owner tripartite provide the bridge of connection Beam, tripartite can make damaged vehicle unified and standard setting loss rating result.
In a preferred embodiment (referring to Fig.1), further include step S140, in step after determining working hour unit price information In S140, terminal device is adjusted working hour unit price information according to scheduled Dynamic gene;Wherein, Dynamic gene includes:Vehicle Brand message;Geographical location information;Maintenance agency information.Wherein, maintenance agency information maintenance agency type and discount information.
For example, predetermined diverse geographic location corresponds to different regulation coefficients, and when damaged vehicle is located at Beijing area, adjustment Coefficient is 1.2, when damaged vehicle is located at Xining District, regulation coefficient 0.8.
In one example, the fixed setting loss rating result of terminal device be 1000 yuan, when damaged vehicle with being located at Xining Qu Shi, the regulation coefficient 0.8 corresponding to scheduled Dynamic gene determine that the setting loss rating result after adjustment is 800 yuan.
Fig. 2 is the functions of the equipments schematic diagram that setting loss appraisal is carried out to vehicle according to the embodiment of the present invention.
Terminal device 100 includes the device that setting loss appraisal is carried out to vehicle, wherein device includes receiving module 110, portion Determining module 130 is evaluated in part determining module 120 and setting loss.In an embodiment of the present invention, terminal device 100 is carried out with to vehicle The device of setting loss appraisal equally uses, and does not distinguish.
In terminal device 100, first, receiving module 110 receives the vehicle characteristic information of damaged vehicle input by user.
Specifically, user can be in advance by the vehicular characteristics data of the vehicle characteristic information input terminal equipment 100 of its vehicle In library, after traffic accident occurs, by the trigger action of user, terminal device reads impaired from the vehicular characteristics data library The vehicle characteristic information of vehicle.Or after traffic accident occurs, user inputs the vehicle characteristic information of damaged vehicle, eventually End equipment receives vehicle characteristic information input by user in real time.
Then, component determining module 120 acquires the image information of the damaged parts of damaged vehicle, is determined according to image information Damaged parts information.
The mode of image information that component determining module 120 acquires the damaged parts of damaged vehicle includes:
1) component determining module 120 includes providing module (not shown) and acquisition module (not shown);There is provided module to Family provides component virtual box line chart corresponding with all parts region of damaged vehicle;Acquisition module is selected based on user Component virtual box line chart falls into the damaged parts of damaged vehicle within the component virtual box line chart of selection by viewpoint focusing, Frame choosing is carried out by way of taking pictures to the damaged parts to take pictures, to acquire the image information of the damaged vehicle component.
In one example, as shown in figure 3, provide module provide a user it is right respectively with all parts region of damaged vehicle The component virtual box line chart answered, such as front bumper, front bumper left side, front bumper right side, front cover.User's selection is " preceding After the component virtual box line chart on bumper bar right side ", acquisition module will be fallen on the right side of the front bumper of damaged vehicle by viewpoint focusing Enter within " on the right side of front bumper " component virtual box line chart of selection, then to being carried out on the right side of front bumper by way of taking pictures Frame selects photographing operation, to acquire the image information on the right side of front bumper.
Mode described in the present embodiment, due to having provided a user the corresponding figure in all parts region of damaged vehicle The component virtual box line chart of shape, facilitates user to select damaged parts from patterned wire figure, even to zero, automobile The unfamiliar crowd of part can also determine damaged vehicle component based on appearance similitude and fast and accurately.
2) optionally, component determining module 120 to user by gesture touch control operation take pictures selected in screen by Shot region where damaging the damaged parts of vehicle is taken pictures, and the image information of the damaged parts of damaged vehicle is acquired.
In one example, user can select the damaged parts of damaged vehicle by way of gesture manipulation in screen of taking pictures The region at place then carries out the image information that photographing operation acquires the damaged parts.Wherein, when user carries out hand motion When, the camera function of terminal device acquires video image first, and then terminal device will carry out hand to collected video image Portion's action segmentation, finger tip positioning, tracking process, clicks the processing such as detection to determine that control mode manipulates for gesture at feature extraction.
In an embodiment of the present invention, damaged parts information includes:Damaged parts title, damaged area information, and it is impaired Degree information.
Component determining module 120 includes according to the method that image information determines damaged parts title and damaged area information:
1) component determining module 120 is selected when acquiring the image information of damaged parts of damaged vehicle based on user Component virtual box line chart, determines damaged parts title.
In one example, as user, when acquiring the image information of damaged parts of damaged vehicle, selected component is virtual Wire figure is " on the right side of front bumper " that then component determining module 120 can determine that damaged parts are on the right side of front bumper.
2) the circle selection operation that component determining module 120 executes described image information according to user determines that damaged area is believed Breath.
In one example, as shown in figure 4, first, component determining module 120 is impaired in screen to being presented on according to user The image information of the damaged parts of vehicle carries out circle selection operation, determines the size of circle favored area;Then, damaged parts are based on Image size and actual vehicle size predetermined ratio, determine the damaged area information of practical damaged vehicle.
It is foundation that the practical damaged parts image of damaged vehicle is used in the present embodiment, only passes through a step circle selection operation It realizes the accurate determination to damage field area, reduce the complexity that area determines and improves accuracy.
3) component determining module 120 carries out analysis and identification processing by image recognition technology to image information, determines impaired Component names and damaged area information.
In one example, in advance to the typical sample of magnanimity, such as typical sample of each damaged parts, different impaired areas Each damaged parts typical sample carry out data prediction, such as analog-to-digital conversion, binaryzation, image it is smooth, transformation, enhancing, Restore, filter etc.;Then, feature extraction, and composition characteristic vector are carried out;Then, feature vector is normalized;Really Recognize the corresponding damaged parts title of typical sample and/or damaged area information;By feature vector and damaged parts title and/or Damaged area information trains respectively as the input and output of disaggregated model and simultaneously determines disaggregated model.Terminal device will be collected Image information is put into progress analysis and identification processing in disaggregated model, determines damaged parts title and/or damaged area information;Its In, disaggregated model includes the disaggregated model established according to any mode classification in the prior art, such as SVM, bayesian algorithm, recently Adjacent sorting algorithm, EM algorithm etc..
4) selection of the component determining module 120 according to user based on image information in preset extent of damage control picture Operation, determines extent of damage information.
Specifically, first, terminal device 100 provides a user multiple preset extent of damage control pictures;Then, user The image information of damaged parts based on damaged vehicle is compared in multiple preset extent of damage control pictures, and selects Select the extent of damage control picture consistent with the extent of damage of the damaged parts of damaged vehicle;120 basis of component determining module The selection operation of user determines extent of damage information.
In the present embodiment, it can be the practical damaged parts in history damaged vehicle case that the preset extent of damage, which compares picture, The extent of damage sample, guiding user selection with best suit the extent of damage really damaged, reduce user determine damage journey The complexity of degree simultaneously improves accuracy.
5) after determining damaged parts title and damaged area information, component determining module 120 is according to damaged parts name Title and damaged area information carry out analysis and identification processing, to determine extent of damage information based on 3D modeling technology to image information.
In one example, previously according to the different extent of damages of multiple damaged vehicle components with mutual spatial relationship 2D cross-sectional data images, come construct multiple damaged vehicle components the different extent of damages virtual 3d model.It is impaired determining After component names and damaged area information, component determining module 120 is based on according to damaged parts title and damaged area information Processing is identified to the impaired depth in image information in established virtual 3d model, to determine extent of damage information.
Then, setting loss evaluates determining module 130 according to vehicle characteristic information and damaged parts information, determines damaged vehicle Setting loss is evaluated.
In an embodiment of the present invention, vehicle characteristic information includes following one or more:Vehicle brand;Vehicle model; And the paint number of plies.
It includes working hour unit price determining module (not shown) and computing module (not shown) that determining module 130 is evaluated in setting loss;Work When unit price determining module according to vehicle characteristic information and damaged parts information, determine the maintenance man-hours of the damaged parts of damaged vehicle Information and working hour unit price information;Computing module is counted according to maintenance man-hours information and working hour unit price information by price formulae Calculation is handled, to determine that the setting loss of damaged vehicle is evaluated.
By establishing standard work force and the working hour pricing structure of sustainable operating, the accuracy of setting loss appraisal is improved, is protected Dangerous company, vehicle maintenance manufacturer and three side of car owner can be evaluated system by unified standard and determine that unified setting loss is evaluated, Reduce dispute on price.
Specifically, working hour unit price determining module is according to damaged parts title, damaged area information, extent of damage information, vehicle Brand, vehicle model and the paint number of plies, carry out match query in scheduled working hour corresponding relation database, determine maintenance mans When information.Wherein, working hour corresponding relation database include different damaged parts, and/or different damaged area information, And/or the different extent of damage, and/or different vehicle brands, and/or different vehicle models and/or different skin of paints Number, corresponding different maintenance man-hours information.Meanwhile terminal device reads scheduled working hour unit price information.
Computing module passes through price formulae according to maintenance man-hours information and working hour unit price information:Setting loss appraisal=working hour is single Valence × maintenance man-hours carry out calculation processing, to determine that setting loss is evaluated.
Embodiment provided by the present invention, terminal device receive the vehicle characteristic information of damaged vehicle input by user, root Damaged parts information is determined according to the image information of the damaged parts of collected damaged vehicle, then, is believed according to vehicle characteristics Breath and damaged parts information determine the setting loss appraisal of damaged vehicle, fill up automation in automobile Claims Resolution field and carry out setting loss appraisal Technological gap.Embodiment provided by the present invention evaluates mode instead of the setting loss of existing artificial high accuracy rate at low cost, Simplify setting loss link, improve the accuracy of setting loss, reduce dispute on price, promotes the benign development of automobile Claims Resolution industry.Meanwhile A kind of efficient car damage identification evaluation tool of profession is provided for insurance company and professional service organizations when traffic accident occurs, A self-service setting loss evaluation tool about " vehicle damage " is provided for car owner, greatly improves the usage experience of car owner;Into One step, embodiment provided by the present invention is insurance company, professional service organizations and car owner tripartite provide the bridge of connection Beam, tripartite can make damaged vehicle unified and standard setting loss rating result.
Further include adjustment module (not shown) after determining working hour unit price information in a preferred embodiment (with reference to Fig. 2), Module is adjusted according to scheduled Dynamic gene, working hour unit price information is adjusted;Wherein, Dynamic gene includes:Vehicle brand Information;Geographical location information;Maintenance agency information.
Wherein, maintenance agency information maintenance agency type and discount information.
For example, predetermined diverse geographic location corresponds to different regulation coefficients, and when damaged vehicle is located at Beijing area, adjustment Coefficient is 1.2, when damaged vehicle is located at Xining District, regulation coefficient 0.8.
In one example, it has been determined that setting loss rating result be 1000 yuan, when damaged vehicle is located at Xining District, according to Regulation coefficient 0.8 corresponding to scheduled Dynamic gene, adjustment module determine that the setting loss rating result after adjustment is 800 yuan.
Those skilled in the art of the present technique are appreciated that the present invention includes being related to for executing in operation described herein One or more equipment.These equipment can specially be designed and be manufactured for required purpose, or can also include general Known device in computer.These equipment have the computer program being stored in it, these computer programs are selectively Activation or reconstruct.Such computer program can be stored in equipment (for example, computer) readable medium or be stored in It e-command and is coupled to respectively in any kind of medium of bus suitable for storage, the computer-readable medium includes but not Be limited to any kind of disk (including floppy disk, hard disk, CD, CD-ROM and magneto-optic disk), ROM (Read-Only Memory, only Read memory), RAM (Random Access Memory, immediately memory), EPROM (Erasable Programmable Read-Only Memory, Erarable Programmable Read only Memory), EEPROM (Electrically Erasable Programmable Read-Only Memory, Electrically Erasable Programmable Read-Only Memory), flash memory, magnetic card or light card Piece.It is, readable medium includes by any Jie of equipment (for example, computer) storage or transmission information in the form of it can read Matter.
Those skilled in the art of the present technique be appreciated that can with computer program instructions come realize these structure charts and/or The combination of each frame and these structure charts and/or the frame in block diagram and/or flow graph in block diagram and/or flow graph.This technology is led Field technique personnel be appreciated that these computer program instructions can be supplied to all-purpose computer, special purpose computer or other The processor of programmable data processing method is realized, to pass through the processing of computer or other programmable data processing methods Device come execute structure chart and/or block diagram and/or flow graph disclosed by the invention frame or multiple frames in specify scheme.
Those skilled in the art of the present technique are appreciated that in the various operations crossed by discussion in the present invention, method, flow Steps, measures, and schemes can be replaced, changed, combined or be deleted.Further, each with having been crossed by discussion in the present invention Other steps, measures, and schemes in kind operation, method, flow may also be alternated, changed, rearranged, decomposed, combined or deleted. Further, in the prior art to have and step, measure, the scheme in various operations, method, flow disclosed in the present invention It may also be alternated, changed, rearranged, decomposed, combined or deleted.
The above is only some embodiments of the present invention, it is noted that for the ordinary skill people of the art For member, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications are also answered It is considered as protection scope of the present invention.

Claims (19)

1. a kind of method of car damage identification appraisal, which is characterized in that including:
Receive the vehicle characteristic information of damaged vehicle input by user;
The image information for acquiring the damaged parts of the damaged vehicle determines damaged parts information according to described image information;
According to the vehicle characteristic information and the damaged parts information, the setting loss appraisal of the damaged vehicle is determined;
The image information of the collection vehicle damaged parts, specifically includes:
The patterned virtual wire of component corresponding with all parts region of the damaged vehicle is provided to the user Figure;
Based on the component virtual box line chart of user selection, the damaged parts of the damaged vehicle are fallen by viewpoint focusing Within the component virtual box line chart of selection, taken pictures to damaged parts progress frame choosing by way of taking pictures, described in acquisition The image information of damaged vehicle component;
Based on the user when acquiring the image information of damaged parts of the damaged vehicle the selected virtual wire of component Figure, determines damaged parts title;And the circle selection operation that described image information is executed according to the user, determine damaged area Information.
2. the method for car damage identification appraisal according to claim 1, which is characterized in that damaged parts information, including:
Damaged parts title, damaged area information and extent of damage information.
3. the method for car damage identification according to claim 2 appraisal, which is characterized in that according to described image information determine by Component names and damaged area information are damaged, including:
Analysis and identification processing is carried out to described image information by image recognition technology, determines damaged parts title and damaged area Information.
4. the method for car damage identification according to claim 2 appraisal, which is characterized in that according to described image information determine by Degree information is damaged, including:
Selection operation according to the user based on described image information in preset extent of damage control picture, determines impaired Degree information.
5. the method for car damage identification appraisal according to claim 2, which is characterized in that determine damaged parts title and be damaged After area information, extent of damage information is determined according to described image information, including:
According to the damaged parts title and the damaged area information, described image information is divided based on 3D modeling technology Identifying processing is analysed, to determine extent of damage information.
6. the method for car damage identification appraisal according to claim 2, which is characterized in that vehicle characteristic information, including it is following It is one or more:
Vehicle brand;Vehicle model;And the paint number of plies.
7. the method for car damage identification according to claim 6 appraisal, which is characterized in that according to the vehicle characteristic information and The damaged parts information determines the setting loss appraisal of the damaged vehicle, including:
According to the vehicle characteristic information and the damaged parts information, the maintenance mans of the damaged parts of the damaged vehicle are determined When information and working hour unit price information;
According to the maintenance man-hours information and the working hour unit price information, calculation processing is carried out by price formulae, to determine State the setting loss appraisal of damaged vehicle.
8. the method for car damage identification according to claim 7 appraisal, which is characterized in that according to the vehicle characteristic information and The damaged parts information determines the maintenance man-hours information of the damaged parts of the damaged vehicle, including:
According to the damaged parts title, the damaged area information, the extent of damage information, the vehicle brand, described Vehicle model and the paint number of plies, match query is carried out in scheduled working hour corresponding relation database, with the determination dimension Repair working hour information.
9. the method for car damage identification appraisal according to claim 7, which is characterized in that after determining working hour unit price information, also Including:
According to scheduled Dynamic gene, working hour unit price information is adjusted;
Wherein, the Dynamic gene includes following one or more:
Vehicle brand information;Geographical location information;Maintenance agency information.
10. a kind of device of car damage identification appraisal, which is characterized in that true including receiving module, component determining module, setting loss appraisal Cover half block:
The receiving module, the vehicle characteristic information for receiving damaged vehicle input by user;
The component determining module, the image information of the damaged parts for acquiring the damaged vehicle, believes according to described image Breath determines damaged parts information;
Determining module is evaluated in the setting loss, described according to the vehicle characteristic information and the damaged parts information, determining The setting loss of damaged vehicle is evaluated;
The component determining module specifically includes:Module and acquisition module are provided, wherein:
The offer module, for providing figure corresponding with all parts region of the damaged vehicle to the user The component virtual box line chart of change;
The acquisition module, the component virtual box line chart for being selected based on the user, by the impaired portion of the damaged vehicle Part is fallen by viewpoint focusing within the component virtual box line chart of selection, and frame is carried out to the damaged parts by way of taking pictures Choosing is taken pictures, to acquire the image information of the damaged vehicle component;
The component determining module is used for based on the user when acquiring the image information of damaged parts of the damaged vehicle Selected component virtual box line chart, determines damaged parts title;And the component determining module is used for according to the user To the circle selection operation that described image information executes, damaged area information is determined.
11. the device of car damage identification appraisal according to claim 10, which is characterized in that damaged parts information, including:
Damaged parts title, damaged area information and extent of damage information.
12. the device of car damage identification appraisal according to claim 11, which is characterized in that the component determining module is used for Analysis and identification processing is carried out to described image information by image recognition technology, determines damaged parts title and damaged area letter Breath.
13. the device of car damage identification appraisal according to claim 11, which is characterized in that the component determining module is used for Selection operation according to the user based on described image information in preset extent of damage control picture, determines the extent of damage Information.
14. the device of car damage identification appraisal according to claim 11, which is characterized in that the component determining module is used for According to the damaged parts title and the damaged area information, analysis knowledge is carried out to described image information based on 3D modeling technology Other places are managed, to determine extent of damage information.
15. the device of car damage identification appraisal according to claim 11, which is characterized in that vehicle characteristic information, including with The next item down is multinomial:
Vehicle brand;Vehicle model;And the paint number of plies.
16. the device of car damage identification appraisal according to claim 15, which is characterized in that determining module is evaluated in the setting loss Including working hour unit price determining module and computing module:
The working hour unit price determining module, described according to the vehicle characteristic information and the damaged parts information, determining The maintenance man-hours information and working hour unit price information of the damaged parts of damaged vehicle;
The computing module, for according to the maintenance man-hours information and the working hour unit price information, being carried out by price formulae Calculation processing is evaluated with the setting loss of the determination damaged vehicle.
17. the device of car damage identification appraisal according to claim 16, which is characterized in that the working hour unit price determining module For according to the damaged parts title, the damaged area information, the extent of damage information, the vehicle brand, described Vehicle model and the paint number of plies, match query is carried out in scheduled working hour corresponding relation database, with the determination dimension Repair working hour information.
18. the device of car damage identification appraisal according to claim 16, which is characterized in that further include adjustment module:
The adjustment module is for after determining working hour unit price information, according to scheduled Dynamic gene, carrying out working hour unit price information Adjustment;
Wherein, the Dynamic gene includes following one or more:
Vehicle brand information;Geographical location information;Maintenance agency information.
19. a kind of terminal device, which is characterized in that include the device of the car damage identification appraisal described in claim 10-18.
CN201410241129.1A 2014-05-30 2014-05-30 The method, apparatus and terminal device of car damage identification appraisal Active CN104268783B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201410241129.1A CN104268783B (en) 2014-05-30 2014-05-30 The method, apparatus and terminal device of car damage identification appraisal

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201410241129.1A CN104268783B (en) 2014-05-30 2014-05-30 The method, apparatus and terminal device of car damage identification appraisal

Publications (2)

Publication Number Publication Date
CN104268783A CN104268783A (en) 2015-01-07
CN104268783B true CN104268783B (en) 2018-10-26

Family

ID=52160303

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201410241129.1A Active CN104268783B (en) 2014-05-30 2014-05-30 The method, apparatus and terminal device of car damage identification appraisal

Country Status (1)

Country Link
CN (1) CN104268783B (en)

Families Citing this family (44)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB201517462D0 (en) * 2015-10-02 2015-11-18 Tractable Ltd Semi-automatic labelling of datasets
CN105488258B (en) * 2015-11-24 2020-03-27 大连楼兰科技股份有限公司 CAE technology-based automatic damage assessment method for vehicle collision
CN105512358B (en) * 2015-11-24 2019-06-28 大连楼兰科技股份有限公司 Automobile collision accident damage identification method based on CAE emulation technology
CN105550756B (en) * 2015-12-08 2017-06-16 优易商业管理成都有限公司 A kind of quick damage identification method of automobile being damaged based on simulating vehicle
CN108860083A (en) * 2015-12-18 2018-11-23 张莉 Auto repair shop based on WIFI wireless telecommunications intelligently repairs system
CN105678622A (en) * 2016-01-07 2016-06-15 平安科技(深圳)有限公司 Analysis method and system for vehicle insurance claim-settlement photos
CN107292394A (en) * 2016-04-11 2017-10-24 富泰华工业(深圳)有限公司 Vehicle damage pricing system and method
CN105956667B (en) * 2016-04-14 2018-09-25 平安科技(深圳)有限公司 Vehicle insurance setting loss Claims Review method and system
CN105975669B (en) * 2016-04-29 2019-08-27 大连楼兰科技股份有限公司 Auto parts and components assessment of impairments method and device based on CAE collision simulation
CN106021639B (en) * 2016-04-29 2019-12-24 大连楼兰科技股份有限公司 CAE simulation analysis result-based damaged part damage judgment and classification method and maintenance man-hour estimation method
CN106055781B (en) * 2016-05-27 2019-10-29 大连楼兰科技股份有限公司 Plastic item automation loss assessment system and method based on vehicle collision CAE technology
CN106066907B (en) * 2016-05-27 2020-04-14 大连楼兰科技股份有限公司 Loss assessment grading method based on multi-part multi-model judgment
CN105976449A (en) * 2016-05-27 2016-09-28 大连楼兰科技股份有限公司 Remote automatic damage assessment and collision detection method and system for vehicle
CN106021548A (en) * 2016-05-27 2016-10-12 大连楼兰科技股份有限公司 Remote damage assessment method and system based on distributed artificial intelligent image recognition
CN106096025A (en) * 2016-06-24 2016-11-09 北京保程保险公估有限公司 Motor vehicles maintenance program assessment system and method
CN106203644A (en) * 2016-08-09 2016-12-07 深圳市永兴元科技有限公司 Car damage identification method and device
CN106776681A (en) * 2016-11-04 2017-05-31 中国平安财产保险股份有限公司 The maintaining method and system of accessory data in a kind of vehicle insurance accessory database
CN106779798A (en) * 2016-11-14 2017-05-31 中国平安财产保险股份有限公司 A kind of locality price inquiry method and system based on vehicle insurance intelligence setting loss platform
CN106599056A (en) * 2016-11-17 2017-04-26 中国平安财产保险股份有限公司 Method and system for managing work hour database based on intelligent car insurance loss assessment platform
CN106776817A (en) * 2016-11-25 2017-05-31 中国平安财产保险股份有限公司 A kind of time data processing method and system of vehicle insurance intelligence setting loss platform
CN106600426A (en) * 2016-12-22 2017-04-26 安徽保腾网络科技有限公司 Intelligent quotation system for claim settlement
CN106651591A (en) * 2016-12-22 2017-05-10 安徽保腾网络科技有限公司 Intelligent quotation system for car insurance
CN106651593A (en) * 2016-12-22 2017-05-10 安徽保腾网络科技有限公司 Car insurance loss assessment system
CN107092922B (en) * 2017-03-13 2018-08-31 平安科技(深圳)有限公司 Vehicle damages recognition methods and server
CN112435215B (en) 2017-04-11 2024-02-13 创新先进技术有限公司 Image-based vehicle damage assessment method, mobile terminal and server
CN107103549A (en) * 2017-04-11 2017-08-29 武汉华创欣网科技有限公司 A kind of settlement of insurance claim system and method
CN107392218B (en) 2017-04-11 2020-08-04 创新先进技术有限公司 Vehicle loss assessment method and device based on image and electronic equipment
CN111797689B (en) * 2017-04-28 2024-04-16 创新先进技术有限公司 Vehicle loss assessment image acquisition method and device, server and client
CN107194323B (en) * 2017-04-28 2020-07-03 阿里巴巴集团控股有限公司 Vehicle loss assessment image acquisition method and device, server and terminal equipment
CN107133876A (en) * 2017-05-08 2017-09-05 明觉科技(北京)有限公司 Car damage identification method and setting loss client
CN107730485B (en) * 2017-08-03 2020-04-10 深圳壹账通智能科技有限公司 Vehicle damage assessment method, electronic device and computer-readable storage medium
CN107748893A (en) 2017-09-29 2018-03-02 阿里巴巴集团控股有限公司 Lift the method, apparatus and server of car damage identification image recognition result
CN108090838B (en) * 2017-11-21 2020-09-29 阿里巴巴集团控股有限公司 Method, device, server, client and system for identifying damaged part of vehicle
CN107909113B (en) * 2017-11-29 2021-11-16 北京小米移动软件有限公司 Traffic accident image processing method, device and storage medium
CN108413891A (en) * 2018-01-25 2018-08-17 北京威远图易数字科技有限公司 Vehicle loss measurement method and apparatus
CN108415973A (en) * 2018-02-08 2018-08-17 泰康保险集团股份有限公司 Car damage identification method, device, server and storage medium
CN110363669A (en) * 2018-03-26 2019-10-22 苏州山水树儿信息技术有限公司 The automatic damage identification method of vehicle collision and system based on non-technique factors
CN110009508A (en) * 2018-12-25 2019-07-12 阿里巴巴集团控股有限公司 A kind of vehicle insurance compensates method and system automatically
CN113038018B (en) * 2019-10-30 2022-06-28 支付宝(杭州)信息技术有限公司 Method and device for assisting user in shooting vehicle video
CN112183784A (en) * 2020-10-19 2021-01-05 邦邦汽车销售服务(北京)有限公司 Method and device for synchronizing man-hour information and electronic equipment
US11971953B2 (en) 2021-02-02 2024-04-30 Inait Sa Machine annotation of photographic images
US11544914B2 (en) 2021-02-18 2023-01-03 Inait Sa Annotation of 3D models with signs of use visible in 2D images
JP2024506691A (en) 2021-02-18 2024-02-14 アイエヌエイアイティ エスエイ Annotate 3D models using visible signs of use in 2D images
CN116935293B (en) * 2023-09-15 2024-01-02 国任财产保险股份有限公司 Automatic processing method and system for remote video exploration and damage assessment

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101242379A (en) * 2008-03-18 2008-08-13 北京中车检信息技术有限公司 Car damage identification method based on mobile communication terminal or network terminal

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101242379A (en) * 2008-03-18 2008-08-13 北京中车检信息技术有限公司 Car damage identification method based on mobile communication terminal or network terminal

Also Published As

Publication number Publication date
CN104268783A (en) 2015-01-07

Similar Documents

Publication Publication Date Title
CN104268783B (en) The method, apparatus and terminal device of car damage identification appraisal
JP6878629B2 (en) Systems and methods for determining information related to the current order based on past orders
US10559039B1 (en) Augmented reality insurance applications
EP3582146A1 (en) Method, apparatus, device and medium for classifying driving scenario data
US10136249B2 (en) Information distribution apparatus and method
CN108108821A (en) Model training method and device
JP2020504358A (en) Image-based vehicle damage evaluation method, apparatus, and system, and electronic device
CN109791678A (en) It is measured for the dynamic risk based on score and polymerize the intelligent adaptive automotive fittings and its correlation method that have telematics connection search engine
CN109492122B (en) Method and device for acquiring merchant information, terminal and computer-readable storage medium
JP5140027B2 (en) Information providing apparatus, information providing method, and program
CN113196331B (en) Application service providing device and method using satellite image
CN108292308A (en) It is that user recommends vehicle/passenger's resource according to mobile custom
CN108876465A (en) A kind of pair of trade company's mode of carrying on the work divides the method, apparatus and server of group
CN112819456B (en) Service order payment method and device, electronic equipment and storage medium
CN113674015A (en) Vehicle rapid damage assessment and residual value assessment method
CN104599002A (en) Order value predicting method and equipment
CN113515981A (en) Identification method, device, equipment and storage medium
CN107689060A (en) Visual processing method, device and the equipment of view-based access control model processing of destination object
CN111190199A (en) Positioning method, positioning device, computer equipment and readable storage medium
JP6849256B1 (en) 3D model construction system and 3D model construction method
JP6290806B2 (en) Evaluation system, evaluation method, and evaluation program
CN115565154A (en) Feasible region prediction method, device, system and storage medium
KR20160134402A (en) Automatic calculation of car tuning quote system and method
CN105447022A (en) Method for rapidly searching target object
CN106781470B (en) Method and device for processing running speed of urban road

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C53 Correction of patent for invention or patent application
CB03 Change of inventor or designer information

Inventor after: Chen Liru

Inventor after: Huang Zekai

Inventor after: Lin Weide

Inventor after: Yu Quanyi

Inventor after: You Chengsheng

Inventor before: Chen Liru

Inventor before: Huang Zekai

Inventor before: Lin Weide

Inventor before: Yu Quanyi

Inventor before: You Chengsheng

GR01 Patent grant
GR01 Patent grant