SG11202100124XA - Damage identification result optimization method and apparatus - Google Patents

Damage identification result optimization method and apparatus

Info

Publication number
SG11202100124XA
SG11202100124XA SG11202100124XA SG11202100124XA SG11202100124XA SG 11202100124X A SG11202100124X A SG 11202100124XA SG 11202100124X A SG11202100124X A SG 11202100124XA SG 11202100124X A SG11202100124X A SG 11202100124XA SG 11202100124X A SG11202100124X A SG 11202100124XA
Authority
SG
Singapore
Prior art keywords
optimization method
identification result
damage identification
result optimization
damage
Prior art date
Application number
SG11202100124XA
Inventor
Juan Xu
Original Assignee
Advanced New Technologies Co 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 Advanced New Technologies Co Ltd filed Critical Advanced New Technologies Co Ltd
Publication of SG11202100124XA publication Critical patent/SG11202100124XA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0004—Industrial image inspection
    • 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
    • G06N3/044—Recurrent networks, e.g. Hopfield 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
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/049—Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • 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
    • G06Q10/20—Administration of product repair or maintenance
    • 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
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0278—Product appraisal
    • 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
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0283—Price estimation or determination
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0004—Industrial image inspection
    • G06T7/0006—Industrial image inspection using a design-rule based approach
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20092—Interactive image processing based on input by user
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30108—Industrial image inspection
    • G06T2207/30156—Vehicle coating
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/08—Detecting or categorising vehicles
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Strategic Management (AREA)
  • Finance (AREA)
  • Accounting & Taxation (AREA)
  • Development Economics (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Economics (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Computational Linguistics (AREA)
  • Quality & Reliability (AREA)
  • Human Resources & Organizations (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Technology Law (AREA)
  • Tourism & Hospitality (AREA)
  • Game Theory and Decision Science (AREA)
  • Computational Mathematics (AREA)
  • Pure & Applied Mathematics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Algebra (AREA)
  • Mathematical Optimization (AREA)
  • Operations Research (AREA)
  • Mathematical Analysis (AREA)
SG11202100124XA 2018-09-26 2019-07-31 Damage identification result optimization method and apparatus SG11202100124XA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201811122031.9A CN110569700B (en) 2018-09-26 2018-09-26 Method and device for optimizing damage identification result
PCT/CN2019/098545 WO2020063099A1 (en) 2018-09-26 2019-07-31 Damage identification result optimization method and device

Publications (1)

Publication Number Publication Date
SG11202100124XA true SG11202100124XA (en) 2021-02-25

Family

ID=68772389

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202100124XA SG11202100124XA (en) 2018-09-26 2019-07-31 Damage identification result optimization method and apparatus

Country Status (6)

Country Link
US (1) US11069052B2 (en)
EP (1) EP3859592A4 (en)
CN (1) CN110569700B (en)
SG (1) SG11202100124XA (en)
TW (1) TWI698804B (en)
WO (1) WO2020063099A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117197538A (en) * 2023-08-16 2023-12-08 哈尔滨工业大学 Bayesian convolution neural network structure apparent damage identification method based on Gaussian distribution weight sampling

Families Citing this family (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
US11657373B2 (en) * 2020-08-21 2023-05-23 Accenture Global Solutions Limited System and method for identifying structural asset features and damage
CN113325011B (en) * 2021-05-24 2024-03-29 华能秦煤瑞金发电有限责任公司 Concrete structure damage detection method based on deep learning
CN113361457A (en) * 2021-06-29 2021-09-07 北京百度网讯科技有限公司 Vehicle loss assessment method, device and system based on image
KR20220164804A (en) * 2021-06-29 2022-12-13 베이징 바이두 넷컴 사이언스 테크놀로지 컴퍼니 리미티드 Vehicle damage assessment method, apparatus and system based on images
CN113537167B (en) * 2021-09-15 2021-12-03 成都数联云算科技有限公司 Vehicle appearance recognition method, system, device and medium
US12002192B2 (en) * 2021-11-16 2024-06-04 Solera Holdings, Llc Transfer of damage markers from images to 3D vehicle models for damage assessment
CN115546767B (en) * 2022-11-30 2023-04-07 广汽埃安新能源汽车股份有限公司 Data transmission method, device, equipment and computer readable medium
CN116091457B (en) * 2023-01-16 2023-10-27 北京航科星云科技有限公司 Satellite solar cell array anomaly prediction method and device and computer equipment
CN116168356B (en) * 2023-04-26 2023-07-21 威海海洋职业学院 Vehicle damage judging method based on computer vision
CN117437496B (en) * 2023-12-21 2024-05-28 惠联云技术（深圳）有限公司 Method and system for detecting yield of computer integrated machine based on machine vision
CN118660138A (en) * 2024-08-19 2024-09-17 南京睿实智能安全科技有限公司 Fire monitor working state judging method based on Internet of things cloud platform

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7809587B2 (en) * 2004-05-07 2010-10-05 International Business Machines Corporation Rapid business support of insured property using image analysis
US20110218825A1 (en) * 2010-03-03 2011-09-08 International Business Machines Corporation Three-dimensional interactive vehicle damage claim interface
US20140309876A1 (en) * 2013-04-15 2014-10-16 Flextronics Ap, Llc Universal vehicle voice command system
US10387960B2 (en) * 2012-05-24 2019-08-20 State Farm Mutual Automobile Insurance Company System and method for real-time accident documentation and claim submission
TWI536326B (en) * 2012-07-20 2016-06-01 緯創資通股份有限公司 Vehicle collision event announcing system and method
US20170148102A1 (en) * 2015-11-23 2017-05-25 CSI Holdings I LLC Damage assessment and repair based on objective surface data
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
US10268671B2 (en) * 2015-12-31 2019-04-23 Google Llc Generating parse trees of text segments using neural networks
US20170262996A1 (en) * 2016-03-11 2017-09-14 Qualcomm Incorporated Action localization in sequential data with attention proposals from a recurrent network
US10692050B2 (en) * 2016-04-06 2020-06-23 American International Group, Inc. Automatic assessment of damage and repair costs in vehicles
CN107871134A (en) * 2016-09-23 2018-04-03 北京眼神科技有限公司 A kind of method for detecting human face and device
US10963782B2 (en) * 2016-11-04 2021-03-30 Salesforce.Com, Inc. Dynamic coattention network for question answering
US10255521B2 (en) * 2016-12-12 2019-04-09 Jack Cooper Logistics, LLC System, method, and apparatus for detection of damages on surfaces
CN108461080A (en) * 2017-02-21 2018-08-28 中兴通讯股份有限公司 A kind of Acoustic Modeling method and apparatus based on HLSTM models
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
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
CN107220648B (en) * 2017-04-11 2018-06-22 平安科技（深圳）有限公司 The character identifying method and server of Claims Resolution document
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
CN107665353A (en) * 2017-09-15 2018-02-06 平安科技（深圳）有限公司 Model recognizing method, device, equipment and computer-readable recording medium based on convolutional neural networks
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
CN107944831A (en) * 2017-12-07 2018-04-20 平安科技（深圳）有限公司 Automobile report damage method, application server and computer-readable 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

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117197538A (en) * 2023-08-16 2023-12-08 哈尔滨工业大学 Bayesian convolution neural network structure apparent damage identification method based on Gaussian distribution weight sampling

Also Published As

Publication number Publication date
CN110569700B (en) 2020-11-03
TW202013249A (en) 2020-04-01
WO2020063099A1 (en) 2020-04-02
TWI698804B (en) 2020-07-11
EP3859592A1 (en) 2021-08-04
US11069052B2 (en) 2021-07-20
CN110569700A (en) 2019-12-13
EP3859592A4 (en) 2022-07-06
US20210174493A1 (en) 2021-06-10

Similar Documents

Publication Publication Date Title
SG11202100124XA (en) Damage identification result optimization method and apparatus
GB201804719D0 (en) Apparatus and method
GB201805310D0 (en) Method and apparatus
SG11202011149SA (en) Method and apparatus for vehicle damage identification
GB201805309D0 (en) Method and apparatus
GB202107879D0 (en) Apparatus and method
GB201906431D0 (en) Apparatus and method
GB2599306B (en) Apparatus and method
GB2559879B (en) Apparatus and method for contamination identification
SG11202100495TA (en) Identification method and apparatus
GB201815616D0 (en) Apparatus and method
GB201807043D0 (en) Apparatus and method
GB201809440D0 (en) An apparatus and method
GB201819344D0 (en) Method and apparatus
GB201814829D0 (en) Charaterisation method and apparatus
GB201813403D0 (en) Method and apparatus
GB201812481D0 (en) Method and apparatus
GB201805286D0 (en) Method and apparatus
GB2580320B (en) Apparatus and method
GB2577295B (en) Method and apparatus
GB2575468B (en) Method and apparatus
GB201913004D0 (en) Apparatus and method
EP3814989A4 (en) Method and apparatus for facilitating identification
GB201906739D0 (en) Apparatus and method
GB201901408D0 (en) Apparatus and method