CO2021004152A2 - Aparato y método para inteligencia visual combinada - Google Patents

Aparato y método para inteligencia visual combinada

Info

Publication number
CO2021004152A2
CO2021004152A2 CONC2021/0004152A CO2021004152A CO2021004152A2 CO 2021004152 A2 CO2021004152 A2 CO 2021004152A2 CO 2021004152 A CO2021004152 A CO 2021004152A CO 2021004152 A2 CO2021004152 A2 CO 2021004152A2
Authority
CO
Colombia
Prior art keywords
vehicle
determining
parts
list
images
Prior art date
Application number
CONC2021/0004152A
Other languages
English (en)
Inventor
Pascal Stucki
Nima Nafisi
Buren Pascal De
Maurice Gozenbach
Original Assignee
Solera Holdings Inc
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 Solera Holdings Inc filed Critical Solera Holdings Inc
Publication of CO2021004152A2 publication Critical patent/CO2021004152A2/es

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/55Clustering; Classification
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/20Administration of product repair or maintenance
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0283Price estimation or determination
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q40/00Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/08Insurance
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/20Scenes; Scene-specific elements in augmented reality scenes
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00Indexing scheme relating to image or video recognition or understanding
    • G06V2201/08Detecting or categorising vehicles

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Strategic Management (AREA)
  • Development Economics (AREA)
  • Multimedia (AREA)
  • Finance (AREA)
  • Accounting & Taxation (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Economics (AREA)
  • Human Resources & Organizations (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Medical Informatics (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Tourism & Hospitality (AREA)
  • Game Theory and Decision Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Technology Law (AREA)
  • Mathematical Physics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Image Analysis (AREA)

Abstract

Un método incluye tener acceso a una pluralidad de imágenes de entrada de un vehículo y categorizar cada una de la pluralidad de imágenes en una de una pluralidad de categorías. El método también incluye determinar una o más partes del vehículo en cada imagen categorizada, determinar un lado del vehículo en cada imagen categorizada y determinar una primera lista de partes dañadas del vehículo. El método también incluye determinar, usando las imágenes categorizadas, una identificación del vehículo; determinar, usando la pluralidad de imágenes de entrada, una segunda lista de partes dañadas del vehículo; y agregar, usando una o más reglas, la primera y segunda listas de partes dañadas del vehículo a fin de generar una lista agregada de partes dañadas del vehículo. El método también incluye mostrar una estimación de costos de reparación para el vehículo.
CONC2021/0004152A 2018-10-03 2021-04-05 Aparato y método para inteligencia visual combinada CO2021004152A2 (es)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201862740784P 2018-10-03 2018-10-03
PCT/US2019/054274 WO2020072629A1 (en) 2018-10-03 2019-10-02 Apparatus and method for combined visual intelligence
US16/590,574 US20200111061A1 (en) 2018-10-03 2019-10-02 Apparatus and Method for Combined Visual Intelligence

Publications (1)

Publication Number Publication Date
CO2021004152A2 true CO2021004152A2 (es) 2021-07-30

Family

ID=70050952

Family Applications (1)

Application Number Title Priority Date Filing Date
CONC2021/0004152A CO2021004152A2 (es) 2018-10-03 2021-04-05 Aparato y método para inteligencia visual combinada

Country Status (10)

Country Link
US (1) US20200111061A1 (es)
EP (1) EP3861491A1 (es)
JP (1) JP7282168B2 (es)
KR (1) KR20210086629A (es)
AU (1) AU2019355909A1 (es)
BR (1) BR112021006438A2 (es)
CA (1) CA3115061A1 (es)
CO (1) CO2021004152A2 (es)
MX (1) MX2021003882A (es)
WO (1) WO2020072629A1 (es)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11210770B2 (en) * 2019-03-15 2021-12-28 Hitachi, Ltd. AI-based inspection in transportation
US11721010B2 (en) * 2019-09-22 2023-08-08 Openlane, Inc. Vehicle self-inspection apparatus and method
US20210125211A1 (en) * 2019-10-23 2021-04-29 Carma Automotive Inc. Parameter-based reconditioning index for estimation of vehicle reconditioning cost
US10607084B1 (en) 2019-10-24 2020-03-31 Capital One Services, Llc Visual inspection support using extended reality
WO2021084381A1 (en) * 2019-10-28 2021-05-06 3M Innovative Properties Company Automated vehicle repair system
WO2021136938A1 (en) 2020-01-03 2021-07-08 Tractable Ltd Method of determining repair operations for a damaged vehicle including using domain confusion loss techniques
US10970835B1 (en) * 2020-01-13 2021-04-06 Capital One Services, Llc Visualization of damage on images
CN113361424A (zh) * 2021-06-11 2021-09-07 爱保科技有限公司 一种车辆智能定损图像获取方法、装置、介质和电子设备
US12002192B2 (en) * 2021-11-16 2024-06-04 Solera Holdings, Llc Transfer of damage markers from images to 3D vehicle models for damage assessment

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3194913B2 (ja) * 1998-12-28 2001-08-06 翼システム株式会社 車両修理費計算システム
JP2004199236A (ja) * 2002-12-17 2004-07-15 Toyota Motor Corp 修理見積作成装置、修理見積システム及び修理見積方法
US7912740B2 (en) * 2004-11-01 2011-03-22 Claims Services Group, Inc. System and method for processing work products for vehicles via the world wide web
US10430885B1 (en) * 2012-08-16 2019-10-01 Allstate Insurance Company Processing insured items holistically with mobile damage assessment and claims processing
US20140316825A1 (en) * 2013-04-18 2014-10-23 Audatex North America, Inc. Image based damage recognition and repair cost estimation
US9721304B1 (en) * 2013-07-15 2017-08-01 Liberty Mutual Insurance Company Vehicle damage assessment using 3D scanning
GB201517462D0 (en) * 2015-10-02 2015-11-18 Tractable Ltd Semi-automatic labelling of datasets
US9916522B2 (en) * 2016-03-11 2018-03-13 Kabushiki Kaisha Toshiba Training constrained deconvolutional networks for road scene semantic segmentation
US11144889B2 (en) * 2016-04-06 2021-10-12 American International Group, Inc. Automatic assessment of damage and repair costs in vehicles

Also Published As

Publication number Publication date
JP2022504386A (ja) 2022-01-13
BR112021006438A2 (pt) 2021-07-06
CA3115061A1 (en) 2020-04-09
KR20210086629A (ko) 2021-07-08
US20200111061A1 (en) 2020-04-09
MX2021003882A (es) 2021-08-05
WO2020072629A1 (en) 2020-04-09
AU2019355909A1 (en) 2021-04-29
JP7282168B2 (ja) 2023-05-26
EP3861491A1 (en) 2021-08-11

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