SG11202008221VA - Best image grab from video with digital grid assistance for aviation engine borescope inspection - Google Patents

Best image grab from video with digital grid assistance for aviation engine borescope inspection

Info

Publication number
SG11202008221VA
SG11202008221VA SG11202008221VA SG11202008221VA SG11202008221VA SG 11202008221V A SG11202008221V A SG 11202008221VA SG 11202008221V A SG11202008221V A SG 11202008221VA SG 11202008221V A SG11202008221V A SG 11202008221VA SG 11202008221V A SG11202008221V A SG 11202008221VA
Authority
SG
Singapore
Prior art keywords
video
best image
aviation engine
digital grid
borescope inspection
Prior art date
Application number
SG11202008221VA
Inventor
Karunamay Pathak
Mohsin Khan
Aditya Bhakta
Rebinth Robin
Original Assignee
Gen Electric
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 Gen Electric filed Critical Gen Electric
Publication of SG11202008221VA publication Critical patent/SG11202008221VA/en

Links

Classifications

    • 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
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64FGROUND OR AIRCRAFT-CARRIER-DECK INSTALLATIONS SPECIALLY ADAPTED FOR USE IN CONNECTION WITH AIRCRAFT; DESIGNING, MANUFACTURING, ASSEMBLING, CLEANING, MAINTAINING OR REPAIRING AIRCRAFT, NOT OTHERWISE PROVIDED FOR; HANDLING, TRANSPORTING, TESTING OR INSPECTING AIRCRAFT COMPONENTS, NOT OTHERWISE PROVIDED FOR
    • B64F5/00Designing, manufacturing, assembling, cleaning, maintaining or repairing aircraft, not otherwise provided for; Handling, transporting, testing or inspecting aircraft components, not otherwise provided for
    • B64F5/60Testing or inspecting aircraft components or systems
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F01MACHINES OR ENGINES IN GENERAL; ENGINE PLANTS IN GENERAL; STEAM ENGINES
    • F01DNON-POSITIVE DISPLACEMENT MACHINES OR ENGINES, e.g. STEAM TURBINES
    • F01D5/00Blades; Blade-carrying members; Heating, heat-insulating, cooling or antivibration means on the blades or the members
    • F01D5/005Repairing methods or devices
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/21Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/2163Partitioning the feature space
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • G06F18/241Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/28Determining representative reference patterns, e.g. by averaging or distorting; Generating dictionaries
    • 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
    • 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
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • G06V20/41Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • G06V20/46Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
    • 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
    • G06T2207/20081Training; Learning
    • 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

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)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Multimedia (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Quality & Reliability (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Manufacturing & Machinery (AREA)
  • Transportation (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Mechanical Engineering (AREA)
  • Image Analysis (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
SG11202008221VA 2018-03-22 2019-03-20 Best image grab from video with digital grid assistance for aviation engine borescope inspection SG11202008221VA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US15/933,095 US10679066B2 (en) 2018-03-22 2018-03-22 Best image grab from video with digital grid assistance for aviation engine borescope inspection
PCT/US2019/023241 WO2019183269A1 (en) 2018-03-22 2019-03-20 Best image grab from video with digital grid assistance for aviation engine borescope inspection

Publications (1)

Publication Number Publication Date
SG11202008221VA true SG11202008221VA (en) 2020-09-29

Family

ID=66041681

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202008221VA SG11202008221VA (en) 2018-03-22 2019-03-20 Best image grab from video with digital grid assistance for aviation engine borescope inspection

Country Status (4)

Country Link
US (1) US10679066B2 (en)
EP (1) EP3769259A1 (en)
SG (1) SG11202008221VA (en)
WO (1) WO2019183269A1 (en)

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US10853659B2 (en) 2017-05-05 2020-12-01 Google Llc Methods, systems, and media for adaptive presentation of a video content item based on an area of interest
EP3852059A1 (en) * 2020-01-15 2021-07-21 General Electric Company System and method for assessing the health of an asset
CN113408560B (en) * 2020-03-17 2024-04-16 联合汽车电子有限公司 Engine test data classification method, electronic device, and readable storage medium
US11516406B2 (en) * 2020-10-28 2022-11-29 Baker Hughes Oilfield Operations Llc Adaptive borescope inspection
US11874653B2 (en) 2020-10-29 2024-01-16 Oliver Crispin Robotics Limited Systems and methods of servicing equipment
US20220138699A1 (en) * 2020-10-29 2022-05-05 General Electric Company Systems and methods of servicing equipment
US11915531B2 (en) 2020-10-29 2024-02-27 General Electric Company Systems and methods of servicing equipment
US11685051B2 (en) 2020-10-29 2023-06-27 General Electric Company Systems and methods of servicing equipment
US11935290B2 (en) * 2020-10-29 2024-03-19 Oliver Crispin Robotics Limited Systems and methods of servicing equipment
US11938907B2 (en) 2020-10-29 2024-03-26 Oliver Crispin Robotics Limited Systems and methods of servicing equipment
FR3116912B1 (en) * 2020-12-01 2022-12-02 Safran Electronics & Defense AUGMENTED RECOGNITION OF IMPACTS AND DIAGNOSIS ON STRUCTURE
US20220236197A1 (en) * 2021-01-28 2022-07-28 General Electric Company Inspection assistant for aiding visual inspections of machines
EP4309124A1 (en) * 2021-04-21 2024-01-24 Siemens Mobility GmbH Automated selection and semantic connection of images
US11790508B2 (en) 2021-04-21 2023-10-17 Baker Hughes Holdings Llc Computer vision predictions for non-destructive testing
US20240005471A1 (en) * 2022-06-29 2024-01-04 Electrical Components International, Inc. Next generation quality inspection

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AU2305792A (en) 1991-06-26 1993-01-25 John C. Lafeber Dual lens borescope measurement device
GB0020461D0 (en) * 2000-08-18 2000-10-11 Oliver Crispin Consulting Ltd Improvements in and relating to the robotic positioning of a work tool to a sensor
US7836174B2 (en) * 2008-01-30 2010-11-16 Commvault Systems, Inc. Systems and methods for grid-based data scanning
EP2447889A1 (en) * 2010-10-29 2012-05-02 Siemens Aktiengesellschaft Method for modeling a defect management in a manufacturing process and for handling the defect during the production process based on said modeled defect management
US8761490B2 (en) 2011-11-03 2014-06-24 United Technologies Corporation System and method for automated borescope inspection user interface
US8781209B2 (en) 2011-11-03 2014-07-15 United Technologies Corporation System and method for data-driven automated borescope inspection
US9471057B2 (en) 2011-11-09 2016-10-18 United Technologies Corporation Method and system for position control based on automated defect detection feedback
US8781210B2 (en) 2011-11-09 2014-07-15 United Technologies Corporation Method and system for automated defect detection
US9620107B2 (en) 2012-12-31 2017-04-11 General Electric Company Voice inspection guidance
US9954908B2 (en) 2013-01-22 2018-04-24 General Electric Company Systems and methods for collaborating in a non-destructive testing system
US9476823B2 (en) 2013-07-23 2016-10-25 General Electric Company Borescope steering adjustment system and method
CN105100682B (en) 2014-04-30 2018-12-25 通用电气公司 Borescope with navigation feature
US9891175B2 (en) * 2015-05-08 2018-02-13 Kla-Tencor Corporation System and method for oblique incidence scanning with 2D array of spots
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US10504220B2 (en) * 2017-05-25 2019-12-10 General Electric Company Neural network feature recognition system
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US10878556B2 (en) * 2018-01-19 2020-12-29 United Technologies Corporation Interactive semi-automated borescope video analysis and damage assessment system and method of use

Also Published As

Publication number Publication date
US20190294883A1 (en) 2019-09-26
US10679066B2 (en) 2020-06-09
EP3769259A1 (en) 2021-01-27
WO2019183269A1 (en) 2019-09-26

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