SG11202011149SA - Method and apparatus for vehicle damage identification - Google Patents

Method and apparatus for vehicle damage identification

Info

Publication number
SG11202011149SA
SG11202011149SA SG11202011149SA SG11202011149SA SG11202011149SA SG 11202011149S A SG11202011149S A SG 11202011149SA SG 11202011149S A SG11202011149S A SG 11202011149SA SG 11202011149S A SG11202011149S A SG 11202011149SA SG 11202011149S A SG11202011149S A SG 11202011149SA
Authority
SG
Singapore
Prior art keywords
vehicle damage
damage identification
identification
vehicle
damage
Prior art date
Application number
SG11202011149SA
Other languages
English (en)
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 SG11202011149SA publication Critical patent/SG11202011149SA/en

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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
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2411—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on the proximity to a decision surface, e.g. support vector machines
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • 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
    • G06T7/60—Analysis of geometric attributes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/60—Analysis of geometric attributes
    • G06T7/62—Analysis of geometric attributes of area, perimeter, diameter or volume
    • 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30248—Vehicle exterior or interior
    • G06T2207/30252—Vehicle exterior; Vicinity of vehicle
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2210/00—Indexing scheme for image generation or computer graphics
    • G06T2210/12—Bounding box

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Business, Economics & Management (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Strategic Management (AREA)
  • Artificial Intelligence (AREA)
  • Human Resources & Organizations (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Quality & Reliability (AREA)
  • Operations Research (AREA)
  • Biomedical Technology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Tourism & Hospitality (AREA)
  • Evolutionary Biology (AREA)
  • Marketing (AREA)
  • Economics (AREA)
  • Health & Medical Sciences (AREA)
  • General Business, Economics & Management (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Geometry (AREA)
  • Image Analysis (AREA)
SG11202011149SA 2018-09-18 2019-09-16 Method and apparatus for vehicle damage identification SG11202011149SA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201811089438.6A CN110570389B (zh) 2018-09-18 2018-09-18 车辆损伤识别方法及装置
PCT/US2019/051229 WO2020060895A1 (en) 2018-09-18 2019-09-16 Method and apparatus for vehicle damage identification

Publications (1)

Publication Number Publication Date
SG11202011149SA true SG11202011149SA (en) 2020-12-30

Family

ID=68073219

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202011149SA SG11202011149SA (en) 2018-09-18 2019-09-16 Method and apparatus for vehicle damage identification

Country Status (6)

Country Link
US (2) US10853699B2 (zh)
EP (1) EP3776408A1 (zh)
CN (1) CN110570389B (zh)
SG (1) SG11202011149SA (zh)
TW (1) TWI703510B (zh)
WO (1) WO2020060895A1 (zh)

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CN111666960B (zh) * 2019-03-06 2024-01-19 南京地平线机器人技术有限公司 图像识别方法、装置、电子设备及可读存储介质
US11574366B1 (en) * 2019-04-17 2023-02-07 State Farm Mutual Automobile Insurance Company Method and system for early identification and settlement of total loss claims
US11120308B2 (en) * 2019-12-24 2021-09-14 Ping An Technology (Shenzhen) Co., Ltd. Vehicle damage detection method based on image analysis, electronic device and storage medium
CN111444828B (zh) * 2020-03-25 2023-06-20 腾讯科技（深圳）有限公司 一种模型训练的方法、目标检测的方法、装置及存储介质
CN113569878B (zh) * 2020-04-28 2024-03-01 南京行者易智能交通科技有限公司 一种基于分数图的目标检测模型训练方法及目标检测方法
CN111652137A (zh) * 2020-06-03 2020-09-11 上海眼控科技股份有限公司 违法车辆检测方法、装置、计算机设备和存储介质
CN112001247A (zh) * 2020-07-17 2020-11-27 浙江大华技术股份有限公司 多目标检测方法、设备及存储装置
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
CN113221754A (zh) * 2021-05-14 2021-08-06 深圳前海百递网络有限公司 快递单图像检测方法、装置、计算机设备和存储介质
CN113255826B (zh) * 2021-06-17 2021-09-24 广东电网有限责任公司中山供电局 一种基于改进yolov3的安全帽佩戴检测方法及系统
CN113313063A (zh) * 2021-06-21 2021-08-27 暨南大学 麦穗检测方法、电子装置和存储介质
GB2620378A (en) * 2022-06-30 2024-01-10 Continental Automotive Tech Gmbh Method and system of selecting one or more images for human labelling
CN116363056B (zh) * 2023-01-16 2023-09-05 北京医准智能科技有限公司 胸部ct骨折检测优化的方法、装置及设备

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EP2761595A2 (en) * 2011-09-29 2014-08-06 Tata Consultancy Services Limited Damage assessment of an object
US20150154463A1 (en) * 2013-12-04 2015-06-04 Irida Labs S.A. System and a method for the detection of multiple number-plates of moving cars in a series of 2-d images
CN103679214B (zh) * 2013-12-20 2017-10-20 华南理工大学 基于在线面积估计和多特征决策融合的车辆检测方法
US9633050B2 (en) * 2014-02-21 2017-04-25 Wipro Limited Methods for assessing image change and devices thereof
CN106688011B (zh) * 2014-09-10 2018-12-28 北京市商汤科技开发有限公司 用于多类别物体检测的方法和系统
US10489903B2 (en) * 2015-04-27 2019-11-26 Wuhan Wuda Zoyon Science And Technology Co., Ltd. Stepwise refinement detection method for pavement cracks
JP6132412B2 (ja) * 2015-09-24 2017-05-24 株式会社Ｓｕｂａｒｕ 車外環境認識装置
WO2017079972A1 (en) * 2015-11-13 2017-05-18 Xiaogang Wang A method and a system for classifying objects in images
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US20190095877A1 (en) * 2017-09-26 2019-03-28 Panton, Inc. Image recognition system for rental vehicle damage detection and management
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Also Published As

Publication number Publication date
US20200089990A1 (en) 2020-03-19
US10853699B2 (en) 2020-12-01
US20200167594A1 (en) 2020-05-28
CN110570389A (zh) 2019-12-13
WO2020060895A1 (en) 2020-03-26
EP3776408A1 (en) 2021-02-17
TW202013248A (zh) 2020-04-01
CN110570389B (zh) 2020-07-17
US10691982B2 (en) 2020-06-23
TWI703510B (zh) 2020-09-01

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