SG11202100117XA - Method and apparatus for performing damage segmentation on vehicle damage image - Google Patents

Method and apparatus for performing damage segmentation on vehicle damage image

Info

Publication number
SG11202100117XA
SG11202100117XA SG11202100117XA SG11202100117XA SG11202100117XA SG 11202100117X A SG11202100117X A SG 11202100117XA SG 11202100117X A SG11202100117X A SG 11202100117XA SG 11202100117X A SG11202100117X A SG 11202100117XA SG 11202100117X A SG11202100117X A SG 11202100117XA
Authority
SG
Singapore
Prior art keywords
damage
segmentation
image
vehicle
vehicle damage
Prior art date
Application number
SG11202100117XA
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 SG11202100117XA publication Critical patent/SG11202100117XA/en

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    • 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
    • G06T7/001—Industrial image inspection using an image reference approach
    • 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
    • G06N3/045—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
    • 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
    • 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
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/12—Edge-based segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/174—Segmentation; Edge detection involving the use of two or more images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00—Indexing scheme for image data processing or generation, in general
    • G06T2200/24—Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10004—Still image; Photographic image
    • 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
    • G06T2207/20081—Training; Learning
    • 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
    • G06T2207/20112—Image segmentation details
    • G06T2207/20132—Image cropping
    • 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
    • G06T2207/20112—Image segmentation details
    • G06T2207/20164—Salient point detection; Corner detection
    • 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
    • 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)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Biophysics (AREA)
  • Mathematical Physics (AREA)
  • Biomedical Technology (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Finance (AREA)
  • Strategic Management (AREA)
  • Accounting & Taxation (AREA)
  • Quality & Reliability (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Economics (AREA)
  • Technology Law (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Human Resources & Organizations (AREA)
  • Development Economics (AREA)
  • Operations Research (AREA)
  • Tourism & Hospitality (AREA)
  • Image Analysis (AREA)
SG11202100117XA 2018-09-10 2019-07-26 Method and apparatus for performing damage segmentation on vehicle damage image SG11202100117XA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201811052994.6A CN110570435B (en) 2018-09-10 2018-09-10 Method and device for carrying out damage segmentation on vehicle damage image
PCT/CN2019/097904 WO2020052352A1 (en) 2018-09-10 2019-07-26 Method and device for damage segmentation of vehicle damage image

Publications (1)

Publication Number Publication Date
SG11202100117XA true SG11202100117XA (en) 2021-02-25

Family

ID=68772408

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202100117XA SG11202100117XA (en) 2018-09-10 2019-07-26 Method and apparatus for performing damage segmentation on vehicle damage image

Country Status (6)

Country Link
US (1) US11042978B2 (en)
EP (1) EP3852061A4 (en)
CN (1) CN110570435B (en)
SG (1) SG11202100117XA (en)
TW (1) TWI709085B (en)
WO (1) WO2020052352A1 (en)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
CN111091492B (en) * 2019-12-23 2020-09-04 韶鼎人工智能科技有限公司 Face image illumination migration method based on convolutional neural network
WO2021136937A1 (en) 2020-01-03 2021-07-08 Tractable Ltd Method of determining damage to parts of a vehicle
CN112183541B (en) * 2020-09-17 2023-04-18 中山大学肿瘤防治中心（中山大学附属肿瘤医院、中山大学肿瘤研究所） Contour extraction method and device, electronic equipment and storage medium
CN112192318B (en) * 2020-09-28 2022-07-19 北京天泽智云科技有限公司 Machining tool state monitoring method and system
CN113763389B (en) * 2021-08-24 2022-06-14 深圳前海爱客风信息技术有限公司 Image identification method based on multi-subject detection segmentation
US20230153975A1 (en) * 2021-11-16 2023-05-18 Solera Holdings, Llc Transfer of damage markers from images to 3d vehicle models for damage assessment

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US11017250B2 (en) * 2010-06-07 2021-05-25 Affectiva, Inc. Vehicle manipulation using convolutional image processing
RU2629875C1 (en) * 2016-04-04 2017-09-04 Общество С Ограниченной Ответственностью "Яндекс" Methods and systems for predicting driving conditions
US11144889B2 (en) * 2016-04-06 2021-10-12 American International Group, Inc. Automatic assessment of damage and repair costs in vehicles
US10692050B2 (en) * 2016-04-06 2020-06-23 American International Group, Inc. Automatic assessment of damage and repair costs in vehicles
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
US10445576B2 (en) * 2016-09-23 2019-10-15 Cox Automotive, Inc. Automated vehicle recognition systems
US10546242B2 (en) * 2017-03-03 2020-01-28 General Electric Company Image analysis neural network systems
US10733876B2 (en) * 2017-04-05 2020-08-04 Carnegie Mellon University Deep learning methods for estimating density and/or flow of objects, and related methods and software
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
CN107194398B (en) * 2017-05-10 2018-09-25 平安科技（深圳）有限公司 Vehicle damages recognition methods and the system at position
US20190095877A1 (en) * 2017-09-26 2019-03-28 Panton, Inc. Image recognition system for rental vehicle damage detection and management
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
CN108460328A (en) * 2018-01-15 2018-08-28 浙江工业大学 A kind of fake-licensed car detection method based on multitask convolutional neural networks
CN108414549A (en) * 2018-03-07 2018-08-17 中国科学院高能物理研究所 A kind of ray detection method for automobile setting loss
CN108446618A (en) * 2018-03-09 2018-08-24 平安科技（深圳）有限公司 Car damage identification method, device, electronic equipment and storage medium

Also Published As

Publication number Publication date
US20210150691A1 (en) 2021-05-20
TWI709085B (en) 2020-11-01
CN110570435A (en) 2019-12-13
TW202011267A (en) 2020-03-16
WO2020052352A1 (en) 2020-03-19
CN110570435B (en) 2020-06-26
EP3852061A4 (en) 2022-06-08
EP3852061A1 (en) 2021-07-21
US11042978B2 (en) 2021-06-22

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