CL2017002885A1 - Método y aparato para localizar una pieza de desgaste en una imagen de un accesorio de trabajo - Google Patents

Método y aparato para localizar una pieza de desgaste en una imagen de un accesorio de trabajo

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Publication number
CL2017002885A1
CL2017002885A1 CL2017002885A CL2017002885A CL2017002885A1 CL 2017002885 A1 CL2017002885 A1 CL 2017002885A1 CL 2017002885 A CL2017002885 A CL 2017002885A CL 2017002885 A CL2017002885 A CL 2017002885A CL 2017002885 A1 CL2017002885 A1 CL 2017002885A1
Authority
CL
Chile
Prior art keywords
locating
image
wear part
work accessory
accessory
Prior art date
Application number
CL2017002885A
Other languages
English (en)
Inventor
Bilandi Shahram Tafazoli
Mahdi Ramezani
Amin Suzani
Neda Parnian
Matthew Alexander Baumann
Saman Nouranian
Mohammad Sameti
Saeed Karimifard
Nazanin Hamzei
Original Assignee
Motion Metrics Int Corp
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
Family has litigation
First worldwide family litigation filed litigation Critical https://patents.darts-ip.com/?family=57319034&utm_source=***_patent&utm_medium=platform_link&utm_campaign=public_patent_search&patent=CL2017002885(A1) "Global patent litigation dataset” by Darts-ip is licensed under a Creative Commons Attribution 4.0 International License.
Application filed by Motion Metrics Int Corp filed Critical Motion Metrics Int Corp
Publication of CL2017002885A1 publication Critical patent/CL2017002885A1/es

Links

Classifications

    • EFIXED CONSTRUCTIONS
    • E02HYDRAULIC ENGINEERING; FOUNDATIONS; SOIL SHIFTING
    • E02FDREDGING; SOIL-SHIFTING
    • E02F3/00Dredgers; Soil-shifting machines
    • E02F3/04Dredgers; Soil-shifting machines mechanically-driven
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/02Measuring arrangements characterised by the use of optical techniques for measuring length, width or thickness
    • G01B11/04Measuring arrangements characterised by the use of optical techniques for measuring length, width or thickness specially adapted for measuring length or width of objects while moving
    • EFIXED CONSTRUCTIONS
    • E02HYDRAULIC ENGINEERING; FOUNDATIONS; SOIL SHIFTING
    • E02FDREDGING; SOIL-SHIFTING
    • E02F9/00Component parts of dredgers or soil-shifting machines, not restricted to one of the kinds covered by groups E02F3/00 - E02F7/00
    • E02F9/26Indicating devices
    • EFIXED CONSTRUCTIONS
    • E21EARTH OR ROCK DRILLING; MINING
    • E21CMINING OR QUARRYING
    • E21C35/00Details of, or accessories for, machines for slitting or completely freeing the mineral from the seam, not provided for in groups E21C25/00 - E21C33/00, E21C37/00 or E21C39/00
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0004Industrial image inspection
    • G06T7/0008Industrial image inspection checking presence/absence
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/277Analysis of motion involving stochastic approaches, e.g. using Kalman filters
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/70Determining position or orientation of objects or cameras
    • EFIXED CONSTRUCTIONS
    • E02HYDRAULIC ENGINEERING; FOUNDATIONS; SOIL SHIFTING
    • E02FDREDGING; SOIL-SHIFTING
    • E02F9/00Component parts of dredgers or soil-shifting machines, not restricted to one of the kinds covered by groups E02F3/00 - E02F7/00
    • E02F9/28Small metalwork for digging elements, e.g. teeth scraper bits
    • E02F9/2808Teeth
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10016Video; Image sequence
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20076Probabilistic image processing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20084Artificial neural networks [ANN]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30108Industrial image inspection
    • G06T2207/30164Workpiece; Machine component
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30248Vehicle exterior or interior
    • G06T2207/30252Vehicle exterior; Vicinity of vehicle

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Molecular Biology (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Mining & Mineral Resources (AREA)
  • Quality & Reliability (AREA)
  • Multimedia (AREA)
  • Civil Engineering (AREA)
  • Structural Engineering (AREA)
  • Mechanical Engineering (AREA)
  • Geology (AREA)
  • Geochemistry & Mineralogy (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Image Analysis (AREA)
  • Length Measuring Devices By Optical Means (AREA)
  • Numerical Control (AREA)
  • Image Processing (AREA)

Abstract

<p>MÉTODO PARA LOCALIZAR UNA PIEZA DE DESGASTE QUE COMPRENDE CAPTURAR AL MENOS UNA IMAGEN DEL ACCESORIO DE TRABAJO, SELECCIONAR SUBCONJUNTOS DE PÍXELES SUCESIVOS Y PROCESAR CADA CONJUNTO DE PÍXELES; APARATO.</p>
CL2017002885A 2015-05-15 2017-11-13 Método y aparato para localizar una pieza de desgaste en una imagen de un accesorio de trabajo CL2017002885A1 (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US201562162203P 2015-05-15 2015-05-15

Publications (1)

Publication Number Publication Date
CL2017002885A1 true CL2017002885A1 (es) 2018-03-16

Family

ID=57319034

Family Applications (1)

Application Number Title Priority Date Filing Date
CL2017002885A CL2017002885A1 (es) 2015-05-15 2017-11-13 Método y aparato para localizar una pieza de desgaste en una imagen de un accesorio de trabajo

Country Status (9)

Country Link
US (1) US10339667B2 (es)
AU (1) AU2016265876C1 (es)
BR (1) BR112017024454B1 (es)
CA (1) CA2984572C (es)
CL (1) CL2017002885A1 (es)
PE (1) PE20180594A1 (es)
RU (1) RU2713684C2 (es)
WO (1) WO2016183661A1 (es)
ZA (1) ZA201708066B (es)

Families Citing this family (33)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6259116B2 (ja) * 2016-03-29 2018-01-10 株式会社小松製作所 作業車両
WO2018009955A1 (en) * 2016-07-15 2018-01-18 Cqms Pty Ltd A wear member monitoring system
JP6723184B2 (ja) * 2017-03-28 2020-07-15 日立建機株式会社 稼働データ記憶装置
GB2562122B (en) * 2017-05-05 2022-10-19 Bamford Excavators Ltd Training machine
GB2562121B (en) * 2017-05-05 2022-10-12 Bamford Excavators Ltd Working machine
JP7240382B2 (ja) * 2017-05-05 2023-03-15 ジェイ.シー. バンフォード エクスカベターズ リミテッド 作業機械
CA3005183A1 (en) * 2017-05-30 2018-11-30 Joy Global Surface Mining Inc Predictive replacement for heavy machinery
US10551297B2 (en) 2017-09-22 2020-02-04 Saudi Arabian Oil Company Thermography image processing with neural networks to identify corrosion under insulation (CUI)
US10970552B2 (en) * 2017-09-28 2021-04-06 Gopro, Inc. Scene classification for image processing
US10460431B2 (en) * 2018-01-15 2019-10-29 Otis Elevator Company Part recognition and damage characterization using deep learning
CN108055449B (zh) * 2018-01-26 2024-04-26 北京久鼎恒通科技发展有限公司 基于热成像的斗齿监控***
US11494887B2 (en) * 2018-03-09 2022-11-08 Schlumberger Technology Corporation System for characterizing oilfield tools
CA3102035C (en) * 2018-06-01 2021-05-18 Motion Metrics International Corp. Method, apparatus and system for monitoring a condition associated with operating heavy equipment such as a mining shovel or excavator
CN109029940A (zh) * 2018-06-15 2018-12-18 成都赛基科技有限公司 基于信号原子驱动小波再生核机器学习的机械多故障诊断方法
US11447931B2 (en) 2019-05-15 2022-09-20 Caterpillar Inc. Ground engaging tool monitoring system
EP3976894A4 (en) * 2019-05-31 2023-06-28 CQMS Pty Ltd Ground engaging tool monitoring system
US11788894B2 (en) 2019-06-17 2023-10-17 Esco Group Llc Monitoring ground engaging products
DE102019210451A1 (de) * 2019-07-16 2021-01-21 Robert Bosch Gmbh Hydraulische Komponente
US11386541B2 (en) 2019-08-22 2022-07-12 Saudi Arabian Oil Company System and method for cyber-physical inspection and monitoring of nonmetallic structures
CN111043988B (zh) * 2019-12-10 2021-04-23 东南大学 一种基于图形学和深度学习的单张条纹投影测量方法
US11454713B2 (en) * 2020-02-04 2022-09-27 Caterpillar Inc. Configuration of a LIDAR sensor scan area according to a cycle segment of an operation of a machine
CN111395423A (zh) * 2020-04-30 2020-07-10 三一重机有限公司 铲斗健康状态监测装置及其方法、挖掘机
WO2022020635A1 (en) * 2020-07-22 2022-01-27 Esco Group Llc System, device, and process for monitoring earth working wear parts
US20220136217A1 (en) 2020-10-30 2022-05-05 Caterpillar Inc. Ground engaging tool wear and loss detection system and method
US11821177B2 (en) 2021-02-09 2023-11-21 Caterpillar Inc. Ground engaging tool wear and loss detection system and method
WO2022173702A1 (en) * 2021-02-12 2022-08-18 Esco Group Llc Monitoring ground engaging products for earth working equipment
US11669956B2 (en) 2021-06-01 2023-06-06 Caterpillar Inc. Ground engaging tool wear and loss detection system and method
US12020419B2 (en) 2021-08-11 2024-06-25 Caterpillar Inc. Ground engaging tool wear and loss detection system and method
US11869331B2 (en) 2021-08-11 2024-01-09 Caterpillar Inc. Ground engaging tool wear and loss detection system and method
JP2023041348A (ja) * 2021-09-13 2023-03-24 トヨタ自動車株式会社 情報処理装置
US20230206254A1 (en) * 2021-12-23 2023-06-29 Capital One Services, Llc Computer-Based Systems Including A Machine-Learning Engine That Provide Probabilistic Output Regarding Computer-Implemented Services And Methods Of Use Thereof
CN114646563B (zh) * 2022-05-23 2022-08-26 河南银金达新材料股份有限公司 一种具有金属涂层的聚酯膜表面耐磨度检测方法
CN117495862B (zh) * 2024-01-03 2024-03-12 深圳家红齿科技术有限公司 一种义齿耐磨性检测装置

Family Cites Families (29)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE19950215C2 (de) 1999-10-19 2001-11-29 Argotech Ges Fuer Mestechnik M Verfahren zur Zustands-, Verschleiß- und Bruchüberwachung eines bewegten Maschinenteils sowie Vorrichtung zur Durchführung des Verfahrens
US20020128790A1 (en) 2001-03-09 2002-09-12 Donald Woodmansee System and method of automated part evaluation including inspection, disposition recommendation and refurbishment process determination
DE10227677A1 (de) 2001-06-22 2003-02-20 Argotech Ges Fuer Mestechnik M Verfahren und Vorrichtung zur drahtlosen Überwachung des Zustands eines Maschinenteils
US7826642B2 (en) * 2002-06-24 2010-11-02 Shenkar College Of Engineering And Design Electro-optical method and apparatus for evaluating protrusions of fibers from a fabric surface
WO2007079527A1 (en) 2006-01-10 2007-07-19 Digga Australia Pty Ltd Wear part attachment system
CA2546758C (en) * 2006-05-12 2009-07-07 Alberta Research Council Inc. A system and a method for detecting a damaged or missing machine part
RU2360111C2 (ru) * 2007-03-23 2009-06-27 Государственное образовательное учреждение высшего профессионального образования "Южно-Российский государственный технический университет (Новочеркасский политехнический институт)" Система автоматического управления рабочим органом избирательного действия горнопроходческого комплекса
CN201401169Y (zh) 2009-05-06 2010-02-10 三一重型装备有限公司 一种连采机行走部的耐磨装置
GB201014059D0 (en) 2010-08-24 2010-10-06 Element Six Production Pty Ltd Wear part
CN202648947U (zh) 2011-12-15 2013-01-02 上海发电设备成套设计研究院 机械转动部件磨损状态自动在线检测装置
CN202471412U (zh) 2012-03-30 2012-10-03 黑龙江八一农垦大学 农机具土壤耕作部件摩擦磨损试验设备
US8983168B2 (en) 2012-04-30 2015-03-17 Ncr Corporation System and method of categorising defects in a media item
US9002060B2 (en) * 2012-06-28 2015-04-07 International Business Machines Corporation Object retrieval in video data using complementary detectors
US9613413B2 (en) 2012-10-17 2017-04-04 Caterpillar Inc. Methods and systems for determining part wear based on digital image of part
US9542626B2 (en) * 2013-09-06 2017-01-10 Toyota Jidosha Kabushiki Kaisha Augmenting layer-based object detection with deep convolutional neural networks
AU2014262221C1 (en) * 2013-11-25 2021-06-10 Esco Group Llc Wear part monitoring
EP3108071B1 (en) * 2014-02-19 2019-10-09 Vermeer Manufacturing Company Method for monitoring wear of reducing elements of an excavating machine
US9483820B2 (en) * 2014-05-20 2016-11-01 General Electric Company Method and system for detecting a damaged component of a machine
US10650508B2 (en) * 2014-12-03 2020-05-12 Kla-Tencor Corporation Automatic defect classification without sampling and feature selection
US10346726B2 (en) * 2014-12-15 2019-07-09 Samsung Electronics Co., Ltd. Image recognition method and apparatus, image verification method and apparatus, learning method and apparatus to recognize image, and learning method and apparatus to verify image
US9495619B2 (en) * 2014-12-30 2016-11-15 Facebook, Inc. Systems and methods for image object recognition based on location information and object categories
US10011975B2 (en) * 2015-02-13 2018-07-03 Esco Corporation Monitoring ground-engaging products for earth working equipment
US10429272B2 (en) * 2015-09-30 2019-10-01 Caterpillar Inc. Command-driven automatic and semi-automatic mobile wear detection
US20170103506A1 (en) * 2015-10-09 2017-04-13 Caterpillar Inc. Component health monitoring system using computer vision
US9886754B2 (en) * 2016-04-05 2018-02-06 General Electric Company System and method for detecting missing tooth in mining shovel
CA3037885A1 (en) * 2016-09-23 2018-03-29 Esco Group Llc Asset management system
DE102016118227A1 (de) * 2016-09-27 2018-03-29 Claas Selbstfahrende Erntemaschinen Gmbh Bildanlysesystem für landwirtschaftliche Arbeitsmaschinen
US10249060B2 (en) * 2016-12-14 2019-04-02 Caterpillar Inc. Tool erosion detecting system using augmented reality
CA3005183A1 (en) * 2017-05-30 2018-11-30 Joy Global Surface Mining Inc Predictive replacement for heavy machinery

Also Published As

Publication number Publication date
AU2016265876A1 (en) 2017-12-07
CA2984572C (en) 2022-05-31
PE20180594A1 (es) 2018-04-05
RU2017143910A3 (es) 2019-09-09
RU2017143910A (ru) 2019-06-17
AU2016265876C1 (en) 2021-02-25
US10339667B2 (en) 2019-07-02
RU2713684C2 (ru) 2020-02-06
WO2016183661A1 (en) 2016-11-24
AU2016265876B2 (en) 2019-06-20
BR112017024454B1 (pt) 2024-02-15
BR112017024454A2 (pt) 2018-07-24
ZA201708066B (en) 2018-11-28
US20180130222A1 (en) 2018-05-10
CA2984572A1 (en) 2016-11-24

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