SG11202006331RA - Processing method, processing apparatus, user terminal and server for recognition of vehicle damage - Google Patents

Processing method, processing apparatus, user terminal and server for recognition of vehicle damage

Info

Publication number
SG11202006331RA
SG11202006331RA SG11202006331RA SG11202006331RA SG11202006331RA SG 11202006331R A SG11202006331R A SG 11202006331RA SG 11202006331R A SG11202006331R A SG 11202006331RA SG 11202006331R A SG11202006331R A SG 11202006331RA SG 11202006331R A SG11202006331R A SG 11202006331RA
Authority
SG
Singapore
Prior art keywords
recognition
server
user terminal
vehicle damage
processing apparatus
Prior art date
Application number
SG11202006331RA
Inventor
Fan Zhou
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 SG11202006331RA publication Critical patent/SG11202006331RA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/10—Office automation; Time management
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2431—Multiple classes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/018—Certifying business or products
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/08—Insurance
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/40—Business processes related to the transportation industry
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/809—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of classification results, e.g. where the classifiers operate on the same input data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/10—Terrestrial scenes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/20—Scenes; Scene-specific elements in augmented reality scenes
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0808—Diagnosing performance data
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0841—Registering performance data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/008—Registering or indicating the working of vehicles communicating information to a remotely located station

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Strategic Management (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Multimedia (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Economics (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Human Resources & Organizations (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Development Economics (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Technology Law (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Tourism & Hospitality (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Quality & Reliability (AREA)
  • Operations Research (AREA)
  • Primary Health Care (AREA)
SG11202006331RA 2018-05-08 2019-02-25 Processing method, processing apparatus, user terminal and server for recognition of vehicle damage SG11202006331RA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810433919.8A CN108647712A (en) 2018-05-08 2018-05-08 Processing method, processing equipment, client and the server of vehicle damage identification
PCT/CN2019/076030 WO2019214320A1 (en) 2018-05-08 2019-02-25 Vehicle damage identification processing method, processing device, client and server

Publications (1)

Publication Number Publication Date
SG11202006331RA true SG11202006331RA (en) 2020-07-29

Family

ID=63749422

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202006331RA SG11202006331RA (en) 2018-05-08 2019-02-25 Processing method, processing apparatus, user terminal and server for recognition of vehicle damage

Country Status (6)

Country Link
US (1) US20200364802A1 (en)
EP (1) EP3719703A4 (en)
CN (1) CN108647712A (en)
SG (1) SG11202006331RA (en)
TW (1) TWI704527B (en)
WO (1) WO2019214320A1 (en)

Families Citing this family (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108647712A (en) * 2018-05-08 2018-10-12 阿里巴巴集团控股有限公司 Processing method, processing equipment, client and the server of vehicle damage identification
CN108682010A (en) * 2018-05-08 2018-10-19 阿里巴巴集团控股有限公司 Processing method, processing equipment, client and the server of vehicle damage identification
CN109558858A (en) * 2018-12-11 2019-04-02 北京首汽智行科技有限公司 The hygienic automatic identifying method of car and system based on deep learning
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
CN109919785A (en) * 2019-02-22 2019-06-21 德联易控科技(北京)有限公司 Assessment processing method, apparatus, equipment and the storage medium of car damage identification
CN110136009A (en) * 2019-04-17 2019-08-16 阿里巴巴集团控股有限公司 Accident vehicle Claims Resolution method and apparatus, electronic equipment
CN110245552B (en) * 2019-04-29 2023-07-18 创新先进技术有限公司 Interactive processing method, device, equipment and client for vehicle damage image shooting
CN111340974A (en) * 2020-04-03 2020-06-26 北京首汽智行科技有限公司 Method for recording damaged part of shared automobile
TWI818181B (en) * 2020-06-23 2023-10-11 新局數位科技有限公司 Car damage assessment system and implementation method thereof
CN111612104B (en) * 2020-06-30 2021-04-13 爱保科技有限公司 Vehicle loss assessment image acquisition method, device, medium and electronic equipment
CN112528887B (en) * 2020-12-16 2022-10-28 蚂蚁胜信(上海)信息技术有限公司 Auditing method and device
CN112712498A (en) * 2020-12-25 2021-04-27 北京百度网讯科技有限公司 Vehicle damage assessment method and device executed by mobile terminal, mobile terminal and medium
CN113361424A (en) * 2021-06-11 2021-09-07 爱保科技有限公司 Intelligent loss assessment image acquisition method, device, medium and electronic equipment for vehicle
EP4377906A1 (en) * 2021-07-30 2024-06-05 Swiss Reinsurance Company Ltd. Optical fraud detector for automated detection of fraud in digital imaginary-based automobile claims, automated damage recognition, and method thereof

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130173453A1 (en) * 2007-04-20 2013-07-04 Carfax, Inc. System and Method for Evaluating Loans and Collections Based Upon Vehicle History
WO2016059781A1 (en) * 2014-10-15 2016-04-21 Seiko Epson Corporation Head-mounted display device, method of controlling head-mounted display device, and computer program
CN105182535B (en) * 2015-09-28 2018-04-20 大连楼兰科技股份有限公司 The method that automobile maintenance is carried out using intelligent glasses
CN105405054A (en) * 2015-12-11 2016-03-16 平安科技（深圳）有限公司 Insurance claim antifraud implementation method based on claim photo deep learning and server
US10222301B2 (en) * 2016-05-04 2019-03-05 Embraer S.A. Structural health monitoring system with the identification of the damage through a device based in augmented reality technology
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
CN107092922B (en) * 2017-03-13 2018-08-31 平安科技（深圳）有限公司 Vehicle damages recognition methods and server
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
CN111914692B (en) * 2017-04-28 2023-07-14 创新先进技术有限公司 Method and device for acquiring damage assessment image of vehicle
CN107657047A (en) * 2017-10-10 2018-02-02 民太安财产保险公估股份有限公司 Insurance Fraud method for detecting and system
CN108647712A (en) * 2018-05-08 2018-10-12 阿里巴巴集团控股有限公司 Processing method, processing equipment, client and the server of vehicle damage identification

Also Published As

Publication number Publication date
US20200364802A1 (en) 2020-11-19
TWI704527B (en) 2020-09-11
EP3719703A4 (en) 2021-08-18
TW201947528A (en) 2019-12-16
CN108647712A (en) 2018-10-12
EP3719703A1 (en) 2020-10-07
WO2019214320A1 (en) 2019-11-14

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