SG11201903836QA - Image-based vehicle damage determining method, apparatus, and electronic device - Google Patents
Image-based vehicle damage determining method, apparatus, and electronic deviceInfo
- Publication number
- SG11201903836QA SG11201903836QA SG11201903836QA SG11201903836QA SG11201903836QA SG 11201903836Q A SG11201903836Q A SG 11201903836QA SG 11201903836Q A SG11201903836Q A SG 11201903836QA SG 11201903836Q A SG11201903836Q A SG 11201903836QA SG 11201903836Q A SG11201903836Q A SG 11201903836QA
- Authority
- SG
- Singapore
- Prior art keywords
- auto part
- hangzhou
- building
- road
- international
- Prior art date
Links
- 238000000034 method Methods 0.000 title abstract 4
- 241000257303 Hymenoptera Species 0.000 abstract 3
- 239000003795 chemical substances by application Substances 0.000 abstract 2
- 241000007561 Acacia citrinoviridis Species 0.000 abstract 1
- 239000009731 jinlong Substances 0.000 abstract 1
- 238000012423 maintenance Methods 0.000 abstract 1
- 230000008520 organization Effects 0.000 abstract 1
Classifications
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- G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
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Abstract
WO 18/ 19 1421 Al (12) INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property Organization International Bureau (43) International Publication Date 18 October 2018 (18.10.2018) WIPO I PCT 011101010 0111 °nolo mu oloilmommo oimIE (10) International Publication Number WO 2018/191421 Al Si S2 S3 (51) International Patent Classification: GO6Q 10/10 (2012.01) GO6Q 10/00 (2012.01) (21) International Application Number: PCT/US2018/027174 (22) International Filing Date: 11 April 2018 (11.04.2018) (25) Filing Language: English (26) Publication Language: English (30) Priority Data: 15/950,660 11 April 2017 (11.04.2017) US 201710233657.6 11 April 2017 (11.04.2017) CN (71) Applicant: ALIBABA GROUP HOLDING LIMITED [ /US]; Fourth Floor, One Capital Place, P.O. Box 847, George Town, Grand Cayman (KY). (72) Inventors: ZHANG, Haitao; C/o Ants Patent Team, 17f Bulding B, Huanglong Times Plaza, No. 18 Wantang Road, Hangzhou, 310099 (CN). XU, Juan; C/o Ants Patent Team, 17f Building B, Huanglong Times Plaza, No. 18 Wan- tan Road, Hangzhou, 310099 (CN). HOU, Jinlong; C/o Ants Patent Team, 17f Building B, Huanglong Times Plaza, No. 18 Wantang Road, Hangzhou, 310099 (CN). WANG, Jian; C/o Ants Patent Team, 17f Building B, Huanglong Times Plaza, No. 18 Wangtang Road, Hangzhou, 310099 (CN). GUO, Xin; C/o Ants Patent Team, 17f Building B, Huanglong Times Plaza, No. 18 Wantang Road, Hangzhou, 310099 (CN). CHENG, Danni; C/o Ants Patent Team, 17f Building B, Huanglong Times Plaza, No. 18 Wantang Road, Huangzhou, 310099 (CN). HU, Yue; C/o Building B, Huan- glong Times Plaza, No. 18 Wangtang Road, Hangzhou, 310099 (CN). WU, Bokun; C/o Ants Patent Team, 17f Building B, Huanglong Times Plaza, No. 18 Wangtang Road, Hangzhou, 310099 (CN). CHEN, Yanqing; C/o Ants Patent Team, 17f Building B, Huanglong Times Plaza, No. 18 Wantang Road, Hangzhou, 310099 (CN). (54) Title: IMAGE-BASED VEHICLE DAMAGE DETERMINING METHOD, APPARATUS, AND ELECTRONIC DEVICE OBTAIN AN AUTO PART IMAGE CORRESPONDING TO AN AUTO PART CHECK THE AUTO PART IMAGE BY USING A CONSTRUCTED COMPONENT DAMAGE I IDENTIFICATION MODEL, TO DETERMINE A DAMAGED AREA AND A DAMAGE TYPE OF THE AUTO PART GENERATE A REPAIR PLAN FOR THE AUTO PART BASED ON INFORMATION I INCLUDING THE DAMAGED AREA AND THE DAMAGE TYPE OF THE AUTO PART I FIG. 1 (57) : The present application discloses an image-based vehicle damage determining method and apparatus, and an electronic device. The method includes: obtaining an auto part image corresponding to an auto part; checking the auto part image by using a constructed component damage identification model, to determine a damaged area and a damage type of the auto part; and generating a repair plan for the auto part based on information including the damaged area and the damage type of the auto part. According to the implementations of the present application, vehicle damage determining processing can be performed quickly, accurately, and reliably, and a maintenance scheme after damage determining can be quickly provided for a user, so as to greatly improve user service experience. [Continued on next page] WO 2018/191421 Al MIDEDIMOMOIDEIREEMOMOHHOIDIEHOMMIS (74) Agent: MATTSON, Matthew, J.; Fish & Richardson P.C., P.O. Box 1022, Minneapolis, MN 55440-1022 (US). (81) Designated States (unless otherwise indicated, for every kind of national protection available): AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW. (84) Designated States (unless otherwise indicated, for every kind of regional protection available): ARIPO (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW), Eurasian (AM, AZ, BY, KG, KZ, RU, TJ, TM), European (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR), OAPI (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG). Published: — with international search report (Art. 21(3))
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710233657.6A CN107392218B (en) | 2017-04-11 | 2017-04-11 | Vehicle loss assessment method and device based on image and electronic equipment |
PCT/US2018/027174 WO2018191421A1 (en) | 2017-04-11 | 2018-04-11 | Image-based vehicle damage determining method, apparatus, and electronic device |
US15/950,660 US20180293664A1 (en) | 2017-04-11 | 2018-04-11 | Image-based vehicle damage determining method and apparatus, and electronic device |
Publications (1)
Publication Number | Publication Date |
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SG11201903836QA true SG11201903836QA (en) | 2019-05-30 |
Family
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Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11201903836QA SG11201903836QA (en) | 2017-04-11 | 2018-04-11 | Image-based vehicle damage determining method, apparatus, and electronic device |
Country Status (8)
Country | Link |
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US (2) | US20180293664A1 (en) |
EP (1) | EP3520051A1 (en) |
JP (2) | JP6859505B2 (en) |
KR (1) | KR102270499B1 (en) |
CN (1) | CN107392218B (en) |
PH (1) | PH12019500977A1 (en) |
SG (1) | SG11201903836QA (en) |
TW (1) | TWI726194B (en) |
Families Citing this family (87)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
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 |
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 |
CN110998655B (en) * | 2017-07-25 | 2023-10-20 | 富士胶片株式会社 | Damage map creation method, damage map creation device, damage map creation system, and recording medium |
CN107977895A (en) * | 2017-12-08 | 2018-05-01 | 北京小米移动软件有限公司 | Vehicle damages the definite method, apparatus and user equipment of information |
CN108234604A (en) * | 2017-12-12 | 2018-06-29 | 北京好修科技有限公司 | A kind of information acquisition method and its application server, system |
CN108205758A (en) * | 2017-12-12 | 2018-06-26 | 北京好修科技有限公司 | A kind of information acquisition method and its application server, system |
CN108197658B (en) * | 2018-01-11 | 2020-08-14 | 阿里巴巴集团控股有限公司 | Image annotation information processing method, device, server and system |
CN108399382A (en) * | 2018-02-13 | 2018-08-14 | 阿里巴巴集团控股有限公司 | Vehicle insurance image processing method and device |
CN108550080A (en) * | 2018-03-16 | 2018-09-18 | 阿里巴巴集团控股有限公司 | Article damage identification method and device |
CN110634120B (en) * | 2018-06-05 | 2022-06-03 | 杭州海康威视数字技术股份有限公司 | Vehicle damage judgment method and device |
CN108985343B (en) * | 2018-06-22 | 2020-12-25 | 深源恒际科技有限公司 | Automobile damage detection method and system based on deep neural network |
CN109101610A (en) * | 2018-08-03 | 2018-12-28 | 百度在线网络技术(北京)有限公司 | For the car damage identification method of AR scene, device, equipment and storage medium |
GB201813348D0 (en) * | 2018-08-15 | 2018-09-26 | So Sure Ltd | Assessing condition of real-world objects |
CN110570513B (en) * | 2018-08-17 | 2023-06-20 | 创新先进技术有限公司 | Method and device for displaying vehicle loss information |
CN109242006A (en) * | 2018-08-23 | 2019-01-18 | 阿里巴巴集团控股有限公司 | The method and device of identification vehicle damage based on vehicle classification |
CN110569856B (en) * | 2018-08-24 | 2020-07-21 | 阿里巴巴集团控股有限公司 | Sample labeling method and device, and damage category identification method and device |
CN110570317B (en) * | 2018-08-31 | 2023-06-20 | 创新先进技术有限公司 | Method and device for vehicle nuclear damage |
CN113190013B (en) * | 2018-08-31 | 2023-06-27 | 创新先进技术有限公司 | Method and device for controlling movement of terminal |
CN110569696A (en) * | 2018-08-31 | 2019-12-13 | 阿里巴巴集团控股有限公司 | Neural network system, method and apparatus for vehicle component identification |
CN110569837B (en) * | 2018-08-31 | 2021-06-04 | 创新先进技术有限公司 | Method and device for optimizing damage detection result |
CN109271908B (en) * | 2018-09-03 | 2022-05-13 | 创新先进技术有限公司 | Vehicle loss detection method, device and equipment |
CN113567149A (en) * | 2018-09-03 | 2021-10-29 | 创新先进技术有限公司 | Method, device and equipment for identifying shooting intention of user |
CN110569864A (en) * | 2018-09-04 | 2019-12-13 | 阿里巴巴集团控股有限公司 | vehicle loss image generation method and device based on GAN network |
CN110570435B (en) * | 2018-09-10 | 2020-06-26 | 阿里巴巴集团控股有限公司 | Method and device for carrying out damage segmentation on vehicle damage image |
CN110570389B (en) * | 2018-09-18 | 2020-07-17 | 阿里巴巴集团控股有限公司 | Vehicle damage identification method and device |
WO2020071559A1 (en) * | 2018-10-05 | 2020-04-09 | Arithmer株式会社 | Vehicle state evaluation device, evaluation program therefor, and evaluation method therefor |
CN109359676A (en) * | 2018-10-08 | 2019-02-19 | 百度在线网络技术(北京)有限公司 | Method and apparatus for generating vehicle damage information |
CN110045382A (en) * | 2018-12-03 | 2019-07-23 | 阿里巴巴集团控股有限公司 | Processing method, device, equipment, server and the system of vehicle damage detection |
CN109900702A (en) * | 2018-12-03 | 2019-06-18 | 阿里巴巴集团控股有限公司 | Processing method, device, equipment, server and the system of vehicle damage detection |
US20200194108A1 (en) | 2018-12-13 | 2020-06-18 | Rutgers, The State University Of New Jersey | Object detection in medical image |
CN109670545B (en) * | 2018-12-13 | 2023-08-11 | 北京深智恒际科技有限公司 | Method for evaluating vehicle image from thick to thin |
US11741763B2 (en) * | 2018-12-26 | 2023-08-29 | Allstate Insurance Company | Systems and methods for system generated damage analysis |
CN110569701B (en) * | 2018-12-29 | 2020-08-07 | 阿里巴巴集团控股有限公司 | Computer-implemented vehicle damage assessment method and device |
KR102097120B1 (en) * | 2018-12-31 | 2020-04-09 | 주식회사 애자일소다 | System and method for automatically determining the degree of breakdown by vehicle section based on deep running |
CN109741197A (en) * | 2019-01-03 | 2019-05-10 | 济南浪潮高新科技投资发展有限公司 | A kind of self-service loss assessment system of traffic accident based on deep learning |
CN109784489B (en) * | 2019-01-16 | 2021-07-30 | 北京大学软件与微电子学院 | Convolutional neural network IP core based on FPGA |
US10430691B1 (en) * | 2019-01-22 | 2019-10-01 | StradVision, Inc. | Learning method and learning device for object detector based on CNN, adaptable to customers' requirements such as key performance index, using target object merging network and target region estimating network, and testing method and testing device using the same to be used for multi-camera or surround view monitoring |
JP2021530793A (en) * | 2019-02-18 | 2021-11-11 | エコエーティーエム, エルエルシー | Neural networks based on physical state assessment of electronic devices, and associated systems and methods |
CN110033386B (en) * | 2019-03-07 | 2020-10-02 | 阿里巴巴集团控股有限公司 | Vehicle accident identification method and device and electronic equipment |
CN110263615A (en) * | 2019-04-29 | 2019-09-20 | 阿里巴巴集团控股有限公司 | Interaction processing method, device, equipment and client in vehicle shooting |
CN110135437B (en) | 2019-05-06 | 2022-04-05 | 北京百度网讯科技有限公司 | Loss assessment method and device for vehicle, electronic equipment and computer storage medium |
CN110287768A (en) * | 2019-05-06 | 2019-09-27 | 浙江君嘉智享网络科技有限公司 | Digital image recognition car damage identification method |
DE102019112289B3 (en) * | 2019-05-10 | 2020-06-18 | Controlexpert Gmbh | Damage detection method for a motor vehicle |
JP7462386B2 (en) * | 2019-06-14 | 2024-04-05 | 株式会社シマノ | DETECTION APPARATUS, DETECTION METHOD, GENERATION METHOD, COMPUTER PROGRAM, AND STORAGE MEDIUM |
US11631283B2 (en) * | 2019-06-27 | 2023-04-18 | Toyota Motor North America, Inc. | Utilizing mobile video to provide support for vehicle manual, repairs, and usage |
GB201909578D0 (en) * | 2019-07-03 | 2019-08-14 | Ocado Innovation Ltd | A damage detection apparatus and method |
CN110363238A (en) * | 2019-07-03 | 2019-10-22 | 中科软科技股份有限公司 | Intelligent vehicle damage identification method, system, electronic equipment and storage medium |
CN110398377A (en) * | 2019-07-31 | 2019-11-01 | 广州小鹏汽车科技有限公司 | Information acquisition method and device, car-mounted terminal, vehicle and storage medium |
CN110598880B (en) * | 2019-09-12 | 2022-04-19 | 神华铁路货车运输有限责任公司沧州机车车辆维修分公司 | Vehicle maintenance process control method |
US11188853B2 (en) * | 2019-09-30 | 2021-11-30 | The Travelers Indemnity Company | Systems and methods for artificial intelligence (AI) damage triage and dynamic resource allocation, routing, and scheduling |
CN114514523A (en) * | 2019-10-14 | 2022-05-17 | 西门子工业软件有限公司 | Generating 3D models of plant layouts |
JP7390856B2 (en) | 2019-10-25 | 2023-12-04 | 損害保険ジャパン株式会社 | Repair amount calculation system and repair amount calculation method |
CN110992307A (en) * | 2019-11-04 | 2020-04-10 | 华北电力大学(保定) | Insulator positioning and identifying method and device based on YOLO |
KR102380662B1 (en) * | 2019-11-15 | 2022-03-31 | 주식회사 세븐미어캣 | Parking space sharing system based on artificial intelligence |
US10977784B1 (en) * | 2019-11-26 | 2021-04-13 | The Toronto-Dominion Bank | System and method for photo-based estimation with fraud prevention |
CA3160583A1 (en) * | 2019-12-02 | 2021-06-10 | Dmitry GEYZERSKY | Systems, methods and programs for generating damage print in a vehicle |
JP7015503B2 (en) * | 2019-12-18 | 2022-02-03 | Arithmer株式会社 | Lending object management system, lending object management program and lending object management method. |
CN111209957B (en) * | 2020-01-03 | 2023-07-18 | 平安科技(深圳)有限公司 | Vehicle part identification method, device, computer equipment and storage medium |
US11687778B2 (en) | 2020-01-06 | 2023-06-27 | The Research Foundation For The State University Of New York | Fakecatcher: detection of synthetic portrait videos using biological signals |
CN111259821A (en) * | 2020-01-19 | 2020-06-09 | 山西国芯科技有限公司 | Cloud computing model method based on deep learning |
CN111259969A (en) * | 2020-01-19 | 2020-06-09 | 上海钧正网络科技有限公司 | Failure reporting identification method, device, server and medium |
CN111311545A (en) * | 2020-01-19 | 2020-06-19 | 上海箱云物流科技有限公司 | Container detection method, device and computer readable storage medium |
US20210241208A1 (en) * | 2020-01-31 | 2021-08-05 | Capital One Services, Llc | Method and system for identifying and onboarding a vehicle into inventory |
CN111368752B (en) * | 2020-03-06 | 2023-06-02 | 德联易控科技(北京)有限公司 | Vehicle damage analysis method and device |
CN113505624A (en) * | 2020-03-23 | 2021-10-15 | 虹软科技股份有限公司 | Vehicle damage assessment method, vehicle damage assessment device and electronic equipment applying vehicle damage assessment device |
KR102148884B1 (en) * | 2020-04-02 | 2020-08-27 | 주식회사 애자일소다 | System and method for analyzing vehicle damage |
CN113496242A (en) * | 2020-04-07 | 2021-10-12 | 华晨宝马汽车有限公司 | Method and apparatus for classifying damaged portion of vehicle |
CN111680746B (en) * | 2020-06-08 | 2023-08-04 | 平安科技(深圳)有限公司 | Vehicle damage detection model training, vehicle damage detection method, device, equipment and medium |
US11922467B2 (en) | 2020-08-17 | 2024-03-05 | ecoATM, Inc. | Evaluating an electronic device using optical character recognition |
CN111932902B (en) * | 2020-08-18 | 2021-03-26 | 明觉科技(北京)有限公司 | Vehicle maintenance monitoring system and method |
KR102470594B1 (en) * | 2020-09-02 | 2022-12-02 | 주식회사 디메타 (D-meta,corp.) | Vehicle damage management method and vehicle damage management apparatus |
KR102529429B1 (en) * | 2020-09-02 | 2023-05-08 | 주식회사 디메타 (D-meta,corp.) | Vehicle management assistant method and vehicle management assistant apparatus |
WO2022108844A1 (en) * | 2020-11-17 | 2022-05-27 | Fyusion, Inc. | Multi-view visual data damage detection |
US11494820B2 (en) | 2020-12-14 | 2022-11-08 | Toyota Motor North America, Inc. | Augmented reality automotive accessory customer collaborative design and manufacturing through 3D printing |
CN112446513A (en) * | 2020-12-15 | 2021-03-05 | 恒大恒驰新能源汽车研究院(上海)有限公司 | Vehicle part detection method and device and computer readable storage medium |
US11488371B2 (en) | 2020-12-17 | 2022-11-01 | Concat Systems, Inc. | Machine learning artificial intelligence system for producing 360 virtual representation of an object |
CN112862702B (en) * | 2021-01-18 | 2023-10-31 | 平安科技(深圳)有限公司 | Image enhancement method, device, equipment and storage medium |
US11544914B2 (en) | 2021-02-18 | 2023-01-03 | Inait Sa | Annotation of 3D models with signs of use visible in 2D images |
CN113326954B (en) * | 2021-06-25 | 2023-07-07 | 中国平安财产保险股份有限公司 | Vehicle maintenance task scheduling method, device, equipment and storage medium |
CN113378483A (en) * | 2021-07-12 | 2021-09-10 | 广东电网有限责任公司 | Power grid data early warning method, device, equipment and storage medium |
WO2023070154A1 (en) * | 2021-10-26 | 2023-05-04 | Cycle Inspect Services Pty Ltd | Computer assisted inspection and modelling of fibre-reinforced plastic bicycle frames |
US11922378B2 (en) * | 2021-12-10 | 2024-03-05 | Tekion Corp | Machine learning based vehicle service recommendation system |
US11861665B2 (en) | 2022-02-28 | 2024-01-02 | Concat Systems, Inc. | Artificial intelligence machine learning system for classifying images and producing a predetermined visual output |
KR102554208B1 (en) * | 2022-03-16 | 2023-07-10 | 양석원 | Method and system for providing car wash service based on car pollution level analysis |
TWI781074B (en) * | 2022-05-20 | 2022-10-11 | 東元電機股份有限公司 | Side following automated guided vehicle with image recognition |
KR102531372B1 (en) * | 2022-05-24 | 2023-05-10 | 송현우 | System for providing repair infomation of vehicle |
CN114943884B (en) * | 2022-06-10 | 2022-11-18 | 慧之安信息技术股份有限公司 | Equipment protection method based on deep learning |
Family Cites Families (81)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7426437B2 (en) * | 1997-10-22 | 2008-09-16 | Intelligent Technologies International, Inc. | Accident avoidance systems and methods |
JPH0981739A (en) * | 1995-09-12 | 1997-03-28 | Toshiba Corp | Damage amount calculation system and damage position detecting device |
US6246954B1 (en) * | 1999-01-28 | 2001-06-12 | International Business Machines Corporation | Time multiplexed global positioning system for control of traffic lights |
AU5874300A (en) * | 1999-06-14 | 2001-01-02 | Escort Inc. | Radar warning receiver with position and velocity sensitive functions |
US8525723B2 (en) * | 1999-06-14 | 2013-09-03 | Escort Inc. | Radar detector with navigation function |
JP2001344163A (en) | 2000-05-31 | 2001-12-14 | Matsushita Electric Ind Co Ltd | Signal processing device, medium, and information assembly |
US20020007289A1 (en) * | 2000-07-11 | 2002-01-17 | Malin Mark Elliott | Method and apparatus for processing automobile repair data and statistics |
US6636792B2 (en) * | 2000-09-29 | 2003-10-21 | Siemens Vdo Automotive Corporation | Weight classification system |
JP2002183338A (en) * | 2000-12-14 | 2002-06-28 | Hitachi Ltd | Damage evaluation method and information processing device and storage medium |
US8280345B2 (en) * | 2000-12-22 | 2012-10-02 | Google Inc. | LPRF device wake up using wireless tag |
US20110068954A1 (en) * | 2006-06-20 | 2011-03-24 | Zonar Systems, Inc. | Method and apparatus to collect object identification data during operation of a vehicle and analysis of such data |
JP2003132170A (en) * | 2001-10-29 | 2003-05-09 | Tsubasa System Co Ltd | Repair estimation system for vehicle by using computer |
JP2003170817A (en) * | 2001-12-05 | 2003-06-17 | Tsubasa System Co Ltd | Vehicle repair estimation method |
JP2003346021A (en) * | 2002-05-28 | 2003-12-05 | Tsubasa System Co Ltd | Vehicle part selling support method |
US8068036B2 (en) * | 2002-07-22 | 2011-11-29 | Ohanes Ghazarian | Intersection vehicle collision avoidance system |
US6826301B2 (en) | 2002-10-07 | 2004-11-30 | Infocus Corporation | Data transmission system and method |
US20040113783A1 (en) * | 2002-12-11 | 2004-06-17 | Millennium Information Systems, Llc | Container integrity management system |
US20040183673A1 (en) * | 2003-01-31 | 2004-09-23 | Nageli Hans Peter | Portable detachable self-contained tracking unit for two-way satellite communication with a central server |
US6969809B2 (en) * | 2003-09-22 | 2005-11-29 | Cts Corporation | Vehicle seat weight sensor |
JP2005107722A (en) * | 2003-09-29 | 2005-04-21 | Kureo:Kk | Estimate support program and comparative estimate support program, estimate supporting method and comparative estimate supporting method, and estimate supporting device and comparative estimate supporting device |
US20050108065A1 (en) | 2003-11-18 | 2005-05-19 | Dorfstatter Walter A. | Method and system of estimating vehicle damage |
IT1337796B1 (en) | 2004-05-11 | 2007-02-20 | Fausto Siri | PROCEDURE FOR RECOGNITION, ANALYSIS AND EVALUATION OF DEFORMATIONS IN PARTICULAR VEHICLES |
JP3839822B2 (en) | 2004-08-11 | 2006-11-01 | 株式会社損害保険ジャパン | Method for analyzing damage status of goods in logistics process, damage status analysis system and recording medium |
WO2006047266A1 (en) * | 2004-10-22 | 2006-05-04 | Agrios, Inc. | Systems and methods for automated vehicle image acquisition, analysis, and reporting |
US20060103568A1 (en) * | 2004-11-18 | 2006-05-18 | Powell Steven W | Systems and methods for wirelessly determining vehicle identification, registration, compliance status and location |
CN1658559A (en) | 2005-02-22 | 2005-08-24 | 刘波 | Remote real-time monitoring vehide loss deviding system based on internet and its monitoring method |
US20060267799A1 (en) * | 2005-05-09 | 2006-11-30 | Ehud Mendelson | Parking detector - a system and method for detecting and navigating to empty parking spaces utilizing a cellular phone application |
US7423534B2 (en) * | 2006-01-13 | 2008-09-09 | Ford Motor Company | Electronic method and system for monitoring containers and products |
US7701363B1 (en) * | 2007-01-17 | 2010-04-20 | Milan Zlojutro | Vehicle tracking and monitoring system |
US20080255887A1 (en) | 2007-04-10 | 2008-10-16 | Autoonline Gmbh Informationssysteme | Method and system for processing an insurance claim for a damaged vehicle |
US20080281658A1 (en) | 2007-04-23 | 2008-11-13 | Steven Siessman | Systems and methods for creating and reviewing vehicle damage repair estimates, and notifying entities of issues relating to manufacturer's warranty or repair content |
US8290705B2 (en) * | 2007-04-25 | 2012-10-16 | Rio Sisa Idea Farm | Mobile navigation system with graphic crime-risk display |
JP5321784B2 (en) * | 2008-03-05 | 2013-10-23 | 富士ゼロックス株式会社 | Fault diagnosis apparatus and program |
US8103449B2 (en) * | 2008-10-24 | 2012-01-24 | GM Global Technology Operations LLC | Configurable vehicular time to stop warning system |
US8587649B2 (en) * | 2009-04-21 | 2013-11-19 | Create Electronic Optical Co., Ltd. | Lane departure warning system |
US9536426B2 (en) * | 2009-04-23 | 2017-01-03 | Omnitracs, Llc | Systems and methods for determining a speed limit violation |
US9489782B2 (en) * | 2010-07-28 | 2016-11-08 | Hand Held Products, Inc. | Collect vehicle performance with a PDT |
US8063797B1 (en) * | 2010-07-31 | 2011-11-22 | ParkMe LLC | Parking information collection system and method |
US20120029759A1 (en) * | 2010-08-02 | 2012-02-02 | Suh Peter Jung-Min | Method of providing vehicle maintenance information and service |
CN102376071B (en) | 2010-08-20 | 2015-03-25 | 深圳市安致兰德科技有限公司 | Insurance loss mobile inquiring system |
EP2761595A2 (en) | 2011-09-29 | 2014-08-06 | Tata Consultancy Services Limited | Damage assessment of an object |
US9349234B2 (en) | 2012-03-14 | 2016-05-24 | Autoconnect Holdings Llc | Vehicle to vehicle social and business communications |
US10580075B1 (en) | 2012-08-16 | 2020-03-03 | Allstate Insurance Company | Application facilitated claims damage estimation |
US8712893B1 (en) * | 2012-08-16 | 2014-04-29 | Allstate Insurance Company | Enhanced claims damage estimation using aggregate display |
US9002719B2 (en) | 2012-10-08 | 2015-04-07 | State Farm Mutual Automobile Insurance Company | Device and method for building claim assessment |
CN103310223A (en) | 2013-03-13 | 2013-09-18 | 四川天翼网络服务有限公司 | Vehicle loss assessment system based on image recognition and method thereof |
FR3007172B1 (en) | 2013-06-12 | 2020-12-18 | Renault Sas | METHOD AND SYSTEM FOR IDENTIFYING A DAMAGE CAUSED TO A VEHICLE |
CN104517442A (en) | 2013-10-06 | 2015-04-15 | 青岛联合创新技术服务平台有限公司 | Intelligent car damage assessment device and working method thereof |
TWM478859U (en) * | 2014-01-09 | 2014-05-21 | Han-Wei Chang | People car road automatic audio-visual analysis system for traffic accident |
JP6264132B2 (en) * | 2014-03-25 | 2018-01-24 | 日産自動車株式会社 | Inspection device and inspection method for painted surface of vehicle body |
US20150287130A1 (en) | 2014-04-04 | 2015-10-08 | Verc, Inc. | Systems and methods for assessing damage of rental vehicle |
CN104268783B (en) | 2014-05-30 | 2018-10-26 | 翱特信息系统(中国)有限公司 | The method, apparatus and terminal device of car damage identification appraisal |
US9307234B1 (en) | 2014-07-23 | 2016-04-05 | American Express Travel Related Services Company, Inc. | Interactive latency control with lossless image optimization |
KR20160018944A (en) * | 2014-08-07 | 2016-02-18 | 주식회사 코리아오토시스템 | Method of generating a preliminary estimate list from the mobile device recognizing the accident section of the vehicle |
US20160239922A1 (en) | 2015-02-17 | 2016-08-18 | Raymond Jimenez | System and method of real-time imaging and analysis of real-world objects |
US10242293B2 (en) * | 2015-08-04 | 2019-03-26 | The Asan Foundation | Method and program for computing bone age by deep neural network |
GB201517462D0 (en) | 2015-10-02 | 2015-11-18 | Tractable Ltd | Semi-automatic labelling of datasets |
CN105488576A (en) * | 2015-12-03 | 2016-04-13 | 小米科技有限责任公司 | Method and apparatus for determining vehicle maintenance and repair expense |
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 |
CN105719188B (en) | 2016-01-22 | 2017-12-26 | 平安科技(深圳)有限公司 | The anti-method cheated of settlement of insurance claim and server are realized based on plurality of pictures uniformity |
US11144889B2 (en) | 2016-04-06 | 2021-10-12 | American International Group, Inc. | Automatic assessment of damage and repair costs in vehicles |
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 |
US9886771B1 (en) | 2016-05-20 | 2018-02-06 | Ccc Information Services Inc. | Heat map of vehicle damage |
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 |
CN106056451A (en) * | 2016-05-27 | 2016-10-26 | 大连楼兰科技股份有限公司 | Vehicle OBD sensor-based remote unmanned loss assessment system |
CN106022929A (en) * | 2016-05-27 | 2016-10-12 | 大连楼兰科技股份有限公司 | Collision accident loss estimating method and system based on expert system |
US9870609B2 (en) * | 2016-06-03 | 2018-01-16 | Conduent Business Services, Llc | System and method for assessing usability of captured images |
CN106127747B (en) | 2016-06-17 | 2018-10-16 | 史方 | Car surface damage classifying method and device based on deep learning |
CN106250812B (en) * | 2016-07-15 | 2019-08-20 | 汤一平 | A kind of model recognizing method based on quick R-CNN deep neural network |
CN106296118A (en) | 2016-08-03 | 2017-01-04 | 深圳市永兴元科技有限公司 | Car damage identification method based on image recognition and device |
US20180040039A1 (en) | 2016-08-08 | 2018-02-08 | Audatex North America, Inc. | Vehicle Component Partitioner |
CN106296126A (en) | 2016-08-09 | 2017-01-04 | 深圳市永兴元科技有限公司 | Vehicle insurance settling fee Forecasting Methodology and device |
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 |
CN106372651B (en) | 2016-08-22 | 2018-03-06 | 平安科技(深圳)有限公司 | The detection method and device of picture quality |
CN106370128A (en) * | 2016-11-09 | 2017-02-01 | 重庆帅邦机械有限公司 | Automobile part damage assessment method |
CN106504248B (en) | 2016-12-06 | 2021-02-26 | 成都通甲优博科技有限责任公司 | Vehicle damage judging method based on computer vision |
US10354383B2 (en) | 2016-12-30 | 2019-07-16 | Skinio, Llc | Skin abnormality monitoring systems and methods |
JP6954741B2 (en) * | 2017-01-13 | 2021-10-27 | 株式会社ブロードリーフ | Damage judgment device, period / schedule calculation device and repair / repair cost calculation device using this device. |
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 |
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 |
CN107358596B (en) | 2017-04-11 | 2020-09-18 | 阿里巴巴集团控股有限公司 | Vehicle loss assessment method and device based on image, electronic equipment and system |
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- 2017-04-11 CN CN201710233657.6A patent/CN107392218B/en active Active
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- 2018-03-05 TW TW107107231A patent/TWI726194B/en active
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