JP6483168B2 - ビジョンシステムで画像内のプローブを効率的に採点するためのシステム及び方法 - Google Patents

ビジョンシステムで画像内のプローブを効率的に採点するためのシステム及び方法 Download PDF

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JP6483168B2
JP6483168B2 JP2017023685A JP2017023685A JP6483168B2 JP 6483168 B2 JP6483168 B2 JP 6483168B2 JP 2017023685 A JP2017023685 A JP 2017023685A JP 2017023685 A JP2017023685 A JP 2017023685A JP 6483168 B2 JP6483168 B2 JP 6483168B2
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probe
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image
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probes
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アール． ボーガン，ナタニエル
アール． ボーガン，ナタニエル
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G06T7/75—Determining position or orientation of objects or cameras using feature-based methods involving models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/255—Detecting or recognising potential candidate objects based on visual cues, e.g. shapes
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/28—Determining representative reference patterns, e.g. by averaging or distorting; Generating dictionaries
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/33—Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
    • G06T7/344—Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods involving models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G06V10/752—Contour matching
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G06V10/754—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries involving a deformation of the sample pattern or of the reference pattern; Elastic matching
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G06V10/757—Matching configurations of points or features
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/772—Determining representative reference patterns, e.g. averaging or distorting patterns; Generating dictionaries
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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
    • G06T2207/30164—Workpiece; Machine component
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06T2207/30204—Marker
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/06—Recognition of objects for industrial automation

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Data Mining & Analysis (AREA)
  • Quality & Reliability (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
JP2017023685A 2016-02-12 2017-02-11 ビジョンシステムで画像内のプローブを効率的に採点するためのシステム及び方法 Active JP6483168B2 (ja)

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US62/294,430 2016-02-12
US15/429,336 2017-02-10
US15/429,336 US10769776B2 (en) 2016-02-12 2017-02-10 System and method for efficiently scoring probes in an image with a vision system

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JP2022135459A Active JP7651523B2 (ja) 2016-02-12 2022-08-28 ビジョンシステムで画像内のプローブを効率的に採点するためのシステム及び方法

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2022169723A (ja) * 2016-02-12 2022-11-09 コグネックス・コーポレイション ビジョンシステムで画像内のプローブを効率的に採点するためのシステム及び方法

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10846563B2 (en) * 2018-09-12 2020-11-24 Cognex Corporation Methods and apparatus for generating a dense field of three dimensional data for machine vision
US10825199B2 (en) 2018-09-12 2020-11-03 Cognex Corporation Methods and apparatus for processing image data for machine vision
US10878299B2 (en) 2018-09-12 2020-12-29 Cognex Corporation Methods and apparatus for testing multiple fields for machine vision
JP7182528B2 (ja) * 2018-09-12 2022-12-02 コグネックス・コーポレイション マシンビジョン用の画像データを処理するための方法及び装置
GB2575333B (en) 2018-12-21 2020-09-09 Imagination Tech Ltd Double-angle gradients
US11941863B2 (en) * 2021-08-04 2024-03-26 Datalogic Ip Tech S.R.L. Imaging system and method using a multi-layer model approach to provide robust object detection
CN114252666A (zh) * 2022-01-17 2022-03-29 上海华岭集成电路技术股份有限公司 获取探针卡上测试针位置分布方法、装置、介质和电子设备
CN121079021A (zh) * 2023-05-05 2025-12-05 医达科技公司 用于估计腹腔镜超声手术中超声探头位姿的方法和系统
CN117173389B (zh) * 2023-08-23 2024-04-05 无锡芯智光精密科技有限公司 一种基于轮廓匹配的固晶机视觉定位方法

Family Cites Families (39)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4581762A (en) 1984-01-19 1986-04-08 Itran Corporation Vision inspection system
US4876457A (en) 1988-10-31 1989-10-24 American Telephone And Telegraph Company Method and apparatus for differentiating a planar textured surface from a surrounding background
JPH07210687A (ja) * 1994-01-18 1995-08-11 Matsushita Electric Ind Co Ltd 形状検出装置
US5640200A (en) 1994-08-31 1997-06-17 Cognex Corporation Golden template comparison using efficient image registration
US5850466A (en) 1995-02-22 1998-12-15 Cognex Corporation Golden template comparison for rotated and/or scaled images
US5761070A (en) 1995-11-02 1998-06-02 Virginia Tech Intellectual Properties, Inc. Automatic color and grain sorting of materials
JP3560749B2 (ja) * 1996-11-18 2004-09-02 株式会社東芝 画像出力装置及び画像出力のための信号処理方法
US5912984A (en) * 1996-12-19 1999-06-15 Cognex Corporation Method and apparatus for in-line solder paste inspection
US6094508A (en) 1997-12-08 2000-07-25 Intel Corporation Perceptual thresholding for gradient-based local edge detection
US6175652B1 (en) 1997-12-31 2001-01-16 Cognex Corporation Machine vision system for analyzing features based on multiple object images
US6175644B1 (en) 1998-05-01 2001-01-16 Cognex Corporation Machine vision system for object feature analysis and validation based on multiple object images
US7016539B1 (en) * 1998-07-13 2006-03-21 Cognex Corporation Method for fast, robust, multi-dimensional pattern recognition
JP3776340B2 (ja) * 2000-09-27 2006-05-17 エムヴイテック・ソフトウェア・ゲーエムベーハー 対象物認識システム及び方法
EP1193642B1 (en) * 2000-09-27 2005-03-30 MVTec Software GmbH System and method for object recognition
GB0112773D0 (en) 2001-05-25 2001-07-18 Univ Manchester Object identification
US7058233B2 (en) 2001-05-30 2006-06-06 Mitutoyo Corporation Systems and methods for constructing an image having an extended depth of field
US7190832B2 (en) 2001-07-17 2007-03-13 Amnis Corporation Computational methods for the segmentation of images of objects from background in a flow imaging instrument
US7003161B2 (en) 2001-11-16 2006-02-21 Mitutoyo Corporation Systems and methods for boundary detection in images
US7162073B1 (en) 2001-11-30 2007-01-09 Cognex Technology And Investment Corporation Methods and apparatuses for detecting classifying and measuring spot defects in an image of an object
US6636298B1 (en) 2001-12-18 2003-10-21 Cognex Technology And Investment Corporation Method and apparatus for focusing an optical inspection system
US7110602B2 (en) 2002-08-21 2006-09-19 Raytheon Company System and method for detection of image edges using a polar algorithm process
US7567713B2 (en) 2006-02-08 2009-07-28 Mitutoyo Corporation Method utilizing intensity interpolation for measuring edge locations in a high precision machine vision inspection system
US8385657B2 (en) 2007-08-01 2013-02-26 Yeda Research And Development Co. Ltd. Multiscale edge detection and fiber enhancement using differences of oriented means
ATE452379T1 (de) 2007-10-11 2010-01-15 Mvtec Software Gmbh System und verfahren zur 3d-objekterkennung
US8238639B2 (en) 2008-04-09 2012-08-07 Cognex Corporation Method and system for dynamic feature detection
JP5301239B2 (ja) 2008-08-09 2013-09-25 株式会社キーエンス 画像処理におけるパターンモデルの位置決め方法、画像処理装置、画像処理プログラム及びコンピュータで読み取り可能な記録媒体
JP5253066B2 (ja) * 2008-09-24 2013-07-31 キヤノン株式会社 位置姿勢計測装置及び方法
US8515171B2 (en) 2009-01-09 2013-08-20 Rochester Institute Of Technology Methods for adaptive and progressive gradient-based multi-resolution color image segmentation and systems thereof
CN103377382A (zh) 2012-04-27 2013-10-30 通用电气公司 用于图像对准的最佳梯度寻踪
EP3869797B1 (en) 2012-08-21 2023-07-19 Adeia Imaging LLC Method for depth detection in images captured using array cameras
US20140270362A1 (en) * 2013-03-15 2014-09-18 Qualcomm Incorporated Fast edge-based object relocalization and detection using contextual filtering
JP6044705B2 (ja) * 2013-03-27 2016-12-14 株式会社ニコン 形状測定装置、構造物製造システム、形状測定方法、構造物製造方法、及び形状測定プログラム
US9135519B2 (en) * 2013-07-10 2015-09-15 Canon Kabushiki Kaisha Pattern matching method and pattern matching apparatus
US9569850B2 (en) 2013-10-16 2017-02-14 Cognex Corporation System and method for automatically determining pose of a shape
US9995573B2 (en) 2015-01-23 2018-06-12 Cognex Corporation Probe placement for image processing
EP3206164B1 (en) * 2016-02-12 2022-05-25 Cognex Corporation System and method for efficiently scoring probes in an image with a vision system
US10846563B2 (en) * 2018-09-12 2020-11-24 Cognex Corporation Methods and apparatus for generating a dense field of three dimensional data for machine vision
US10878299B2 (en) * 2018-09-12 2020-12-29 Cognex Corporation Methods and apparatus for testing multiple fields for machine vision
US10825199B2 (en) * 2018-09-12 2020-11-03 Cognex Corporation Methods and apparatus for processing image data for machine vision

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2022169723A (ja) * 2016-02-12 2022-11-09 コグネックス・コーポレイション ビジョンシステムで画像内のプローブを効率的に採点するためのシステム及び方法
JP7651523B2 (ja) 2016-02-12 2025-03-26 コグネックス・コーポレイション ビジョンシステムで画像内のプローブを効率的に採点するためのシステム及び方法

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JP2019091493A (ja) 2019-06-13
JP7133283B2 (ja) 2022-09-08
JP2017182785A (ja) 2017-10-05
CN107085728A (zh) 2017-08-22
US12548191B2 (en) 2026-02-10
JP2021168143A (ja) 2021-10-21
EP3206164B1 (en) 2022-05-25
JP7651523B2 (ja) 2025-03-26
US20170236263A1 (en) 2017-08-17
CN113159094B (zh) 2026-06-12
EP3206164A1 (en) 2017-08-16
JP6899189B2 (ja) 2021-07-07
US20210090230A1 (en) 2021-03-25
CN113159094A (zh) 2021-07-23
JP2022169723A (ja) 2022-11-09
US20240135583A1 (en) 2024-04-25
US10769776B2 (en) 2020-09-08
US11676301B2 (en) 2023-06-13
US20240233177A9 (en) 2024-07-11
CN107085728B (zh) 2021-02-12

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