SG11201903904VA - Image-based vehicle loss assessment method, apparatus, and system, and electronic device - Google Patents

Image-based vehicle loss assessment method, apparatus, and system, and electronic device

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Publication number
SG11201903904VA
SG11201903904VA SG11201903904VA SG11201903904VA SG11201903904VA SG 11201903904V A SG11201903904V A SG 11201903904VA SG 11201903904V A SG11201903904V A SG 11201903904VA SG 11201903904V A SG11201903904V A SG 11201903904VA SG 11201903904V A SG11201903904V A SG 11201903904VA
Authority
SG
Singapore
Prior art keywords
processed images
vehicle component
hangzhou
building
component
Prior art date
Application number
SG11201903904VA
Other languages
English (en)
Inventor
Haitao Zhang
Juan Xu
Jinlong Hou
Jian Wang
Xin Guo
Danni Cheng
Yue Hu
Bokun Wu
Yanqing Cheng
Original Assignee
Alibaba Group Holding Ltd
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 Alibaba Group Holding Ltd filed Critical Alibaba Group Holding Ltd
Publication of SG11201903904VA publication Critical patent/SG11201903904VA/en

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SG11201903904VA 2017-04-11 2018-04-11 Image-based vehicle loss assessment method, apparatus, and system, and electronic device SG11201903904VA (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
CN201710232956.8A CN107358596B (zh) 2017-04-11 2017-04-11 一种基于图像的车辆定损方法、装置、电子设备及系统
PCT/US2018/027194 WO2018191437A1 (en) 2017-04-11 2018-04-11 Image-based vehicle loss assessment method, apparatus, and system, and electronic device
US15/950,786 US20180293552A1 (en) 2017-04-11 2018-04-11 Image-based vehicle maintenance plan

Publications (1)

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SG11201903904VA true SG11201903904VA (en) 2019-05-30

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SG11201903904VA SG11201903904VA (en) 2017-04-11 2018-04-11 Image-based vehicle loss assessment method, apparatus, and system, and electronic device

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US (2) US20180293552A1 (zh)
EP (1) EP3520045B8 (zh)
JP (2) JP6873237B2 (zh)
KR (1) KR102151365B1 (zh)
CN (1) CN107358596B (zh)
MY (1) MY193739A (zh)
PH (1) PH12019500971A1 (zh)
SG (1) SG11201903904VA (zh)
TW (1) TWI684922B (zh)
WO (2) WO2018191435A1 (zh)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112686308A (zh) * 2020-12-28 2021-04-20 青岛鼎信通讯股份有限公司 一种基于kh与fcm的低压台区归属识别方法及系统

Families Citing this family (154)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10740891B1 (en) * 2016-05-20 2020-08-11 Ccc Information Services Inc. Technology for analyzing images depicting vehicles according to base image models
CN106651881B (zh) * 2016-12-28 2023-04-28 同方威视技术股份有限公司 车辆检查系统、车辆部位识别方法及系统
US10399106B2 (en) * 2017-01-19 2019-09-03 Ford Global Technologies, Llc Camera and washer spray diagnostic
CN107392218B (zh) 2017-04-11 2020-08-04 创新先进技术有限公司 一种基于图像的车辆定损方法、装置及电子设备
CN112435215B (zh) 2017-04-11 2024-02-13 创新先进技术有限公司 一种基于图像的车辆定损方法、移动终端、服务器
CN107194323B (zh) 2017-04-28 2020-07-03 阿里巴巴集团控股有限公司 车辆定损图像获取方法、装置、服务器和终端设备
CN108090838B (zh) * 2017-11-21 2020-09-29 阿里巴巴集团控股有限公司 识别车辆受损部件的方法、装置、服务器、客户端及系统
CN108171255A (zh) * 2017-11-22 2018-06-15 广东数相智能科技有限公司 基于图像识别的图片联想强度评分方法及装置
US10460431B2 (en) * 2018-01-15 2019-10-29 Otis Elevator Company Part recognition and damage characterization using deep learning
CN108334906B (zh) * 2018-02-08 2021-02-23 北京鑫车科技有限公司 一种金融典当服务的抵押物自动识别评估方法和装置
CN108399382A (zh) * 2018-02-13 2018-08-14 阿里巴巴集团控股有限公司 车险图像处理方法和装置
CN108446618A (zh) * 2018-03-09 2018-08-24 平安科技（深圳）有限公司 车辆定损方法、装置、电子设备及存储介质
CN108550080A (zh) * 2018-03-16 2018-09-18 阿里巴巴集团控股有限公司 物品定损方法及装置
CN108921811B (zh) * 2018-04-03 2020-06-30 阿里巴巴集团控股有限公司 检测物品损伤的方法和装置、物品损伤检测器
CN108764046A (zh) * 2018-04-26 2018-11-06 平安科技（深圳）有限公司 车辆损伤分类模型的生成装置、方法及计算机可读存储介质
CN108628287A (zh) * 2018-04-27 2018-10-09 重庆车云金服科技股份有限公司 汽车维修方案智能评估方法及系统
CN108632530B (zh) * 2018-05-08 2021-02-23 创新先进技术有限公司 一种车辆定损的数据处理方法、装置、设备及客户端、电子设备
CN108921068B (zh) * 2018-06-22 2020-10-20 深源恒际科技有限公司 一种基于深度神经网络的汽车外观自动定损方法及系统
EP3588451A1 (en) * 2018-06-26 2020-01-01 Ningbo Geely Automobile Research & Development Co. Ltd. Repair instruction device and method
CA3050400A1 (en) * 2018-07-24 2020-01-24 Philip Kroell Methods for assessing conditioning of a total loss vehicle and devices thereof
CN110569693B (zh) * 2018-08-16 2023-05-12 创新先进技术有限公司 车体颜色识别方法及装置
CN109242006A (zh) * 2018-08-23 2019-01-18 阿里巴巴集团控股有限公司 基于车型分类的识别车辆损伤的方法及装置
CN110569856B (zh) 2018-08-24 2020-07-21 阿里巴巴集团控股有限公司 样本标注方法及装置、损伤类别的识别方法及装置
CN109242762A (zh) * 2018-08-27 2019-01-18 北京铂石空间科技有限公司 图像识别方法、装置、存储介质及电子设备
CN110570388A (zh) * 2018-08-31 2019-12-13 阿里巴巴集团控股有限公司 车辆的部件检测方法、装置及设备
CN110569694A (zh) * 2018-08-31 2019-12-13 阿里巴巴集团控股有限公司 车辆的部件检测方法、装置及设备
CN110569695B (zh) * 2018-08-31 2021-07-09 创新先进技术有限公司 基于定损图像判定模型的图像处理方法和装置
CN110569696A (zh) * 2018-08-31 2019-12-13 阿里巴巴集团控股有限公司 用于车辆部件识别的神经网络系统、方法和装置
CN110569697A (zh) * 2018-08-31 2019-12-13 阿里巴巴集团控股有限公司 车辆的部件检测方法、装置及设备
CN110567728B (zh) * 2018-09-03 2021-08-20 创新先进技术有限公司 用户拍摄意图的识别方法、装置及设备
CN110569864A (zh) * 2018-09-04 2019-12-13 阿里巴巴集团控股有限公司 基于gan网络的车损图像生成方法和装置
EP3620984B1 (en) 2018-09-06 2024-04-10 Accenture Global Solutions Limited Digital quality control using computer visioning with deep learning
US11928581B2 (en) * 2018-09-14 2024-03-12 Arm Limited System and method for compressing kernels
CN110570389B (zh) * 2018-09-18 2020-07-17 阿里巴巴集团控股有限公司 车辆损伤识别方法及装置
CN109443301B (zh) * 2018-09-25 2021-09-10 平安科技（深圳）有限公司 一种车辆定损方法、计算机可读存储介质及服务器
CN110569700B (zh) * 2018-09-26 2020-11-03 创新先进技术有限公司 优化损伤识别结果的方法及装置
CN109359676A (zh) * 2018-10-08 2019-02-19 百度在线网络技术（北京）有限公司 用于生成车辆损伤信息的方法和装置
CN109410218B (zh) * 2018-10-08 2020-08-11 百度在线网络技术（北京）有限公司 用于生成车辆损伤信息的方法和装置
CN113409382B (zh) * 2018-10-11 2023-06-20 百度在线网络技术（北京）有限公司 车辆损伤区域的测量方法和装置
CN109215027A (zh) * 2018-10-11 2019-01-15 平安科技（深圳）有限公司 一种基于神经网络的车辆定损方法、服务器及介质
CN109214399B (zh) * 2018-10-12 2021-01-01 清华大学深圳研究生院 一种嵌入SENet结构的改进YOLOV3目标识别方法
EP3867820A4 (en) 2018-10-19 2022-08-03 Climate LLC DETECTION OF PLANT DISEASE INFECTION BY CLASSIFICATION OF PLANT PHOTOS
CN109508715B (zh) * 2018-10-30 2022-11-08 南昌大学 一种基于深度学习的车牌定位和识别方法
CN109635651A (zh) * 2018-11-07 2019-04-16 中国平安财产保险股份有限公司 一种基于图像识别的车辆定损方法、存储介质及服务器
EP3881230A2 (en) * 2018-11-14 2021-09-22 Intuitive Surgical Operations, Inc. Convolutional neural networks for efficient tissue segmentation
CN109635142B (zh) * 2018-11-15 2022-05-03 北京市商汤科技开发有限公司 图像选择方法及装置、电子设备和存储介质
CN109584230A (zh) * 2018-11-26 2019-04-05 深圳龙图腾创新设计有限公司 辅助质检方法、装置、计算机设备及可读存储介质
TWI700646B (zh) * 2018-11-27 2020-08-01 中華電信股份有限公司 一種資訊整合之干擾查測系統與方法
CN109900702A (zh) * 2018-12-03 2019-06-18 阿里巴巴集团控股有限公司 车辆损伤检测的处理方法、装置、设备、服务器和系统
CN109657716B (zh) * 2018-12-12 2020-12-29 中汽数据(天津)有限公司 一种基于深度学习的车辆外观损伤识别方法
CN109635742A (zh) * 2018-12-13 2019-04-16 深源恒际科技有限公司 一种车辆图像定损中的子部件损伤识别方法
CN110033011A (zh) * 2018-12-14 2019-07-19 阿里巴巴集团控股有限公司 车祸事故处理方法和装置、电子设备
CN109784171A (zh) * 2018-12-14 2019-05-21 平安科技（深圳）有限公司 车辆定损图像筛选方法、装置、可读存储介质及服务器
CN109635824A (zh) * 2018-12-14 2019-04-16 深源恒际科技有限公司 一种图像匹配深度学习方法及系统
CN109684956A (zh) * 2018-12-14 2019-04-26 深源恒际科技有限公司 一种基于深度神经网络的车辆损伤检测方法及系统
US11037440B2 (en) * 2018-12-19 2021-06-15 Sony Group Corporation Vehicle identification for smart patrolling
CN110569701B (zh) * 2018-12-29 2020-08-07 阿里巴巴集团控股有限公司 计算机执行的车辆定损方法及装置
KR102097120B1 (ko) * 2018-12-31 2020-04-09 주식회사 애자일소다 딥러닝 기반의 자동차 부위별 파손정도 자동 판정 시스템 및 방법
KR102096386B1 (ko) * 2018-12-31 2020-04-03 주식회사 애자일소다 딥러닝 기반의 자동차 부위별 파손정도 자동 판정을 위한 모델 학습 방법 및 시스템
CN110009509B (zh) * 2019-01-02 2021-02-19 创新先进技术有限公司 评估车损识别模型的方法及装置
CN109815997A (zh) * 2019-01-04 2019-05-28 平安科技（深圳）有限公司 基于深度学习的识别车辆损伤的方法和相关装置
US11783443B2 (en) 2019-01-22 2023-10-10 Fyusion, Inc. Extraction of standardized images from a single view or multi-view capture
US10887582B2 (en) 2019-01-22 2021-01-05 Fyusion, Inc. Object damage aggregation
US11176704B2 (en) 2019-01-22 2021-11-16 Fyusion, Inc. Object pose estimation in visual data
EP3915050A4 (en) * 2019-01-22 2022-09-14 Fyusion, Inc. DAMAGE DETECTION FROM MULTI-VIEW VISUAL DATA
CN109948811A (zh) * 2019-01-31 2019-06-28 德联易控科技(北京)有限公司 车辆定损的处理方法、装置及电子设备
CN109886344A (zh) * 2019-02-26 2019-06-14 广东工业大学 基于深度学习的皮革破损识别方法、系统及设备和介质
CN109885718B (zh) * 2019-02-28 2021-05-28 江南大学 一种基于深度车贴检测的嫌疑车辆检索方法
CN109902629A (zh) * 2019-03-01 2019-06-18 成都康乔电子有限责任公司 一种复杂交通场景下的实时车辆目标检测模型
DK3709219T3 (da) * 2019-03-13 2022-09-05 Ravin Ai Ltd System og fremgangsmåde til automatisk detektering af skader i køretøjer
CN110163761B (zh) * 2019-03-27 2023-05-12 蚂蚁金服（杭州）网络技术有限公司 基于图像处理的可疑项目成员识别方法及装置
CN110287768A (zh) * 2019-05-06 2019-09-27 浙江君嘉智享网络科技有限公司 图像智能识别车辆定损方法
CN110135437B (zh) * 2019-05-06 2022-04-05 北京百度网讯科技有限公司 用于车辆的定损方法、装置、电子设备和计算机存储介质
WO2020227651A1 (en) * 2019-05-09 2020-11-12 Automobilia Ii, Llc Methods, systems and computer program products for media processing and display
DE102019112289B3 (de) 2019-05-10 2020-06-18 Controlexpert Gmbh Verfahren zur Schadenserfassung bei einem Kraftfahrzeug
EP3739507A1 (en) * 2019-05-14 2020-11-18 Banco Bilbao Vizcaya Argentaria, S.A. Method and system for obtaining information about an object based on a photograph thereof
CN110276258A (zh) * 2019-05-21 2019-09-24 智慧互通科技有限公司 一种识别车辆外观的方法及系统
CN110210536A (zh) * 2019-05-22 2019-09-06 北京邮电大学 一种光互连系统的物理损伤诊断方法及装置
JP7117272B2 (ja) * 2019-06-06 2022-08-12 株式会社日立ビルシステム 保守支援システムおよび方法
JP7462386B2 (ja) 2019-06-14 2024-04-05 株式会社シマノ 検出装置、検出方法、生成方法、コンピュータプログラムおよび記憶媒体
CN110458186B (zh) * 2019-06-26 2021-08-31 山东大学 基于局部参考相似性编码的乳腺超声图像分类方法及系统
CN110472656B (zh) * 2019-07-03 2023-09-05 平安科技（深圳）有限公司 车辆图像分类方法、装置、计算机设备及存储介质
TWI703511B (zh) * 2019-07-09 2020-09-01 洽吧智能股份有限公司 螢幕裂損檢測系統
US11429575B2 (en) 2019-07-12 2022-08-30 The Nielsen Company (Us), Llc Deduplication across multiple different data sources to identify common devices
CN110399816B (zh) * 2019-07-15 2023-04-07 广西大学 一种基于Faster R-CNN的高速列车车底异物检测方法
CN110334693A (zh) * 2019-07-17 2019-10-15 中国电子科技集团公司第五十四研究所 一种面向深度学习的遥感图像目标样本生成方法
CN110569383A (zh) * 2019-07-26 2019-12-13 平安科技（深圳）有限公司 店铺信息处理方法、装置、存储介质及计算机设备
CN110516746A (zh) * 2019-08-29 2019-11-29 吉林大学 一种基于无标签数据的驾驶员跟车行为风格分类方法
CN110598621A (zh) * 2019-09-06 2019-12-20 高新兴科技集团股份有限公司 车辆品牌识别方法、装置、设备及计算机可读存储介质
US11410287B2 (en) * 2019-09-09 2022-08-09 Genpact Luxembourg S.à r.l. II System and method for artificial intelligence based determination of damage to physical structures
CN110660000A (zh) * 2019-09-09 2020-01-07 平安科技（深圳）有限公司 数据预测方法、装置、设备及计算机可读存储介质
DE102019125320A1 (de) * 2019-09-20 2021-03-25 Audi Ag Automatisches Behandeln eines Kollisionsschadens eines Fahrzeugs
US11721010B2 (en) * 2019-09-22 2023-08-08 Openlane, Inc. Vehicle self-inspection apparatus and method
CN113396437B (zh) * 2019-09-30 2024-04-09 日立建机株式会社 疲劳管理系统
CN110738576B (zh) * 2019-10-14 2021-08-06 支付宝(杭州)信息技术有限公司 为受损车辆生成定损文件的方法及装置
US11829128B2 (en) 2019-10-23 2023-11-28 GM Global Technology Operations LLC Perception system diagnosis using predicted sensor data and perception results
CN110796105A (zh) * 2019-11-04 2020-02-14 中国矿业大学 一种基于多模态数据融合的遥感图像语义分割方法
WO2021125294A1 (ja) * 2019-12-18 2021-06-24 Ａｒｉｔｈｍｅｒ株式会社 貸与対象物管理システム、貸与対象物管理プログラム及び貸与対象物管理方法。
EP4085399A1 (en) 2020-01-03 2022-11-09 Tractable Ltd Method of determining repair operations for a damaged vehicle
CN111209957B (zh) * 2020-01-03 2023-07-18 平安科技（深圳）有限公司 车辆部件识别方法、装置、计算机设备及存储介质
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
US11776142B2 (en) 2020-01-16 2023-10-03 Fyusion, Inc. Structuring visual data
US11562474B2 (en) 2020-01-16 2023-01-24 Fyusion, Inc. Mobile multi-camera multi-view capture
CN111310631B (zh) * 2020-02-10 2021-05-07 湖南大学 一种旋翼作业飞行机器人目标跟踪方法及系统
CN113505624A (zh) * 2020-03-23 2021-10-15 虹软科技股份有限公司 车辆定损方法、车辆定损装置及应用其的电子设备
TWI723823B (zh) * 2020-03-30 2021-04-01 聚晶半導體股份有限公司 基於神經網路的物件偵測裝置和物件偵測方法
US11210869B2 (en) * 2020-03-31 2021-12-28 Calpro Adas Solutions, Llc Vehicle safety feature identification and calibration
KR102148884B1 (ko) * 2020-04-02 2020-08-27 주식회사 애자일소다 차량의 손상 분석 시스템 및 방법
US11935219B1 (en) 2020-04-10 2024-03-19 Allstate Insurance Company Systems and methods for automated property damage estimations and detection based on image analysis and neural network training
JP7031935B2 (ja) * 2020-05-19 2022-03-08 Ｎｅｃプラットフォームズ株式会社 寿命通知装置、寿命通知システム、寿命通知方法及び寿命通知プログラム
CN111666434B (zh) * 2020-05-26 2021-11-02 武汉大学 基于深度全局特征的街景图片检索方法
CN111695615A (zh) * 2020-05-28 2020-09-22 平安科技（深圳）有限公司 基于人工智能的车辆定损方法、装置、电子设备及介质
CN111666995B (zh) * 2020-05-29 2024-04-09 平安科技（深圳）有限公司 基于深度学习模型的车辆定损方法、装置、设备及介质
CN111667392B (zh) * 2020-06-12 2023-06-16 成都国铁电气设备有限公司 一种基于时空聚类的铁路接触网缺陷热点区域预警方法
CN111709352B (zh) * 2020-06-12 2022-10-04 浪潮集团有限公司 一种基于神经网络的车辆划痕检测方法
CN111488875B (zh) * 2020-06-24 2021-04-13 爱保科技有限公司 基于图像识别的车险理赔核损方法、装置和电子设备
CN111612104B (zh) * 2020-06-30 2021-04-13 爱保科技有限公司 车辆定损图像获取方法、装置、介质和电子设备
WO2022015236A1 (en) * 2020-07-17 2022-01-20 Hitachi, Ltd. Method of image processing for object identification and system thereof
US11488117B2 (en) * 2020-08-27 2022-11-01 Mitchell International, Inc. Systems and methods for managing associations between damaged parts and non-reusable parts in a collision repair estimate
US11328402B2 (en) 2020-09-29 2022-05-10 Hong Kong Applied Science and Technology Research Institute Company Limited Method and system of image based anomaly localization for vehicles through generative contextualized adversarial network
CN112329772B (zh) * 2020-11-06 2024-03-05 浙江大搜车软件技术有限公司 车辆部件识别方法、装置、电子装置和存储介质
US20240046074A1 (en) * 2020-11-09 2024-02-08 Automobilia Ii, Llc Methods, systems and computer program products for media processing and display
CN112232351B (zh) * 2020-11-09 2023-10-10 浙江工业职业技术学院 一种基于深度神经网络的车牌识别系统
CN112785547A (zh) * 2020-11-11 2021-05-11 平高集团有限公司 一种电极触头表面损伤识别方法和系统
CN112070250B (zh) * 2020-11-13 2021-05-04 深圳壹账通智能科技有限公司 车辆定损方法、装置、终端设备及存储介质
CN112330666B (zh) * 2020-11-26 2022-04-29 成都数之联科技股份有限公司 基于改进孪生网络的图像处理方法及系统及装置及介质
CN112270313A (zh) * 2020-12-21 2021-01-26 德联易控科技(北京)有限公司 线上理赔方法、装置、设备及存储介质
CN112785561A (zh) * 2021-01-07 2021-05-11 天津狮拓信息技术有限公司 一种基于改进Faster RCNN预测模型的二手商用车车况检测方法
CN112801951A (zh) * 2021-01-15 2021-05-14 深圳市商汤科技有限公司 目标部件的损伤检测方法、装置、设备及存储介质
KR102263067B1 (ko) * 2021-01-26 2021-06-09 박형근 제품의 부품 교체 필요성을 판단하는 서버 및 그 동작 방법
CN112818884B (zh) * 2021-02-07 2021-11-30 中国科学院大学 一种人群计数方法
WO2022175044A1 (en) * 2021-02-18 2022-08-25 Inait Sa Annotation of 3d models with signs of use visible in 2d images
US11544914B2 (en) 2021-02-18 2023-01-03 Inait Sa Annotation of 3D models with signs of use visible in 2D images
US11605151B2 (en) 2021-03-02 2023-03-14 Fyusion, Inc. Vehicle undercarriage imaging
CN113139572B (zh) * 2021-03-09 2022-08-02 西南交通大学 一种基于图像的列车空气弹簧的故障检测方法
CN112689114B (zh) * 2021-03-11 2021-06-22 太平金融科技服务（上海）有限公司 对车辆的目标位置进行确定的方法、装置、设备和介质
CN113034114A (zh) * 2021-04-01 2021-06-25 苏州惟信易量智能科技有限公司 一种基于可穿戴设备的流程控制系统及方法
AU2022262359A1 (en) * 2021-04-21 2023-08-24 Siemens Mobility GmbH Automated selection and semantic connection of images
CN112990158A (zh) * 2021-05-14 2021-06-18 太平金融科技服务(上海)有限公司深圳分公司 车险数据处理方法、装置、计算机设备和存储介质
CN113486725A (zh) * 2021-06-11 2021-10-08 爱保科技有限公司 智能车辆定损方法及装置、存储介质及电子设备
JPWO2023017617A1 (zh) * 2021-08-13 2023-02-16
CN113640308B (zh) * 2021-08-31 2024-03-29 夏冰心 一种基于机器视觉的轨道异常监测系统
CN113781454B (zh) * 2021-09-15 2023-09-08 平安科技（深圳）有限公司 一种车辆损伤检测方法、装置、设备及存储介质
CN113822447A (zh) * 2021-09-23 2021-12-21 深圳市星卡科技有限公司 一种用于汽车保养的智能检测方法、装置及车载设备
WO2023058068A1 (en) * 2021-10-08 2023-04-13 Ola Electric Mobility Private Limited Damage assessment for vehicles
US20230131632A1 (en) * 2021-10-25 2023-04-27 Argo AI, LLC Systems, Methods, and Computer Program Products for Severity Classifications of Simulated Collisions
WO2023083182A1 (en) * 2021-11-09 2023-05-19 Alpha Ai Technology Limited A system for assessing a damage condition of a vehicle and a platform for facilitating repairing or maintenance services of a vehicle
CN114530043A (zh) * 2022-03-03 2022-05-24 上海闪马智能科技有限公司 一种事件检测方法、装置、存储介质及电子装置
CN114739293A (zh) * 2022-03-25 2022-07-12 北京博联众睿机器人科技有限公司 车身测量方法、系统、装置以及电子设备
CN115115611B (zh) * 2022-07-21 2023-04-07 明觉科技（北京）有限公司 车辆损伤识别方法、装置、电子设备和存储介质
KR102476815B1 (ko) * 2022-09-21 2022-12-12 (주)슬레이트미디어 인공지능 기반 스톡 이미지 자동 추출 방법, 장치 및 시스템
CN115994910B (zh) * 2023-03-24 2023-06-06 邦邦汽车销售服务(北京)有限公司 基于数据处理的汽车损伤程度确定方法及系统
CN116703622B (zh) * 2023-08-02 2023-10-03 凯泰铭科技（北京）有限公司 一种车辆损伤鉴定方法及系统
CN117851940A (zh) * 2024-03-08 2024-04-09 北京建筑大学 一种超声导波损伤检测方法、装置、电子设备及存储介质

Family Cites Families (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3243065B2 (ja) * 1993-06-30 2002-01-07 株式会社東芝 構造部品の劣化・損傷予測装置
JP2001344463A (ja) * 2000-05-30 2001-12-14 System Location Co Ltd 車両再販価格分析システム
JP2002183338A (ja) * 2000-12-14 2002-06-28 Hitachi Ltd 損害評価方法および情報処理装置ならびに記憶媒体
JP2003196511A (ja) * 2001-12-25 2003-07-11 System Kobo M:Kk 車両修理簡易見積りシステム、車両修理簡易見積りサーバおよびプログラム
JP2003226230A (ja) * 2002-02-05 2003-08-12 Mazda Motor Corp 製品の修理支援装置、その方法、及び製品の修理支援用プログラムを記録した記録媒体
US6826301B2 (en) * 2002-10-07 2004-11-30 Infocus Corporation Data transmission system and method
IT1337796B1 (it) * 2004-05-11 2007-02-20 Fausto Siri Procedimento per il riconoscimento, l'analisi e la valutazione delle deformazioni in particolare in automezzi
JP3839822B2 (ja) * 2004-08-11 2006-11-01 株式会社損害保険ジャパン 物流工程における物品の損傷状況分析方法、損傷状況分析システム及び記録媒体
JP2006164022A (ja) * 2004-12-09 2006-06-22 Mitsubishi Electric Corp 維持管理計画システム
CN1658559A (zh) * 2005-02-22 2005-08-24 刘波 基于因特网的远程实时监控车辆定损系统及其监控方法
JP5057183B2 (ja) * 2010-03-31 2012-10-24 アイシン・エィ・ダブリュ株式会社 風景マッチング用参照データ生成システム及び位置測位システム
CN102376071B (zh) * 2010-08-20 2015-03-25 深圳市安致兰德科技有限公司 保险定损移动查勘系统
US20140229207A1 (en) * 2011-09-29 2014-08-14 Tata Consultancy Services Limited Damage assessment of an object
US9002719B2 (en) * 2012-10-08 2015-04-07 State Farm Mutual Automobile Insurance Company Device and method for building claim assessment
CN103310223A (zh) * 2013-03-13 2013-09-18 四川天翼网络服务有限公司 一种基于图像识别的车辆定损系统及方法
FR3007172B1 (fr) * 2013-06-12 2020-12-18 Renault Sas Procede et systeme d'identification d'un degat cause a un vehicule
US20150287130A1 (en) * 2014-04-04 2015-10-08 Verc, Inc. Systems and methods for assessing damage of rental vehicle
US20160239922A1 (en) * 2015-02-17 2016-08-18 Raymond Jimenez System and method of real-time imaging and analysis of real-world objects
GB2542118B (en) * 2015-09-04 2021-05-19 Toshiba Europe Ltd A method, apparatus, system, and computer readable medium for detecting change to a structure
GB201517462D0 (en) * 2015-10-02 2015-11-18 Tractable Ltd Semi-automatic labelling of datasets
CN105678622A (zh) 2016-01-07 2016-06-15 平安科技（深圳）有限公司 车险理赔照片的分析方法及系统
CN105719188B (zh) * 2016-01-22 2017-12-26 平安科技（深圳）有限公司 基于多张图片一致性实现保险理赔反欺诈的方法及服务器
US11144889B2 (en) * 2016-04-06 2021-10-12 American International Group, Inc. Automatic assessment of damage and repair costs in vehicles
CN105956667B (zh) * 2016-04-14 2018-09-25 平安科技（深圳）有限公司 车险定损理赔审核方法及系统
CN106021548A (zh) * 2016-05-27 2016-10-12 大连楼兰科技股份有限公司 基于分布式人工智能图像识别的远程定损方法及系统
CN106296118A (zh) * 2016-08-03 2017-01-04 深圳市永兴元科技有限公司 基于图像识别的车辆定损方法及装置
CN106203644A (zh) * 2016-08-09 2016-12-07 深圳市永兴元科技有限公司 车辆定损方法和装置
CN106372651B (zh) * 2016-08-22 2018-03-06 平安科技（深圳）有限公司 图片品质的检测方法及装置

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112686308A (zh) * 2020-12-28 2021-04-20 青岛鼎信通讯股份有限公司 一种基于kh与fcm的低压台区归属识别方法及系统

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KR102151365B1 (ko) 2020-09-04
EP3520045B8 (en) 2022-02-23
EP3520045B1 (en) 2021-11-24
CN107358596A (zh) 2017-11-17
WO2018191437A1 (en) 2018-10-18
PH12019500971A1 (en) 2019-11-11
US20190213563A1 (en) 2019-07-11
JP2020504358A (ja) 2020-02-06
KR20190069457A (ko) 2019-06-19
JP2020517015A (ja) 2020-06-11
MY193739A (en) 2022-10-27
CN107358596B (zh) 2020-09-18
EP3520045A1 (en) 2019-08-07
WO2018191435A1 (en) 2018-10-18
TWI684922B (zh) 2020-02-11
JP6873237B2 (ja) 2021-05-19

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