JP2022526473A - 情報を取得するための方法および装置、電子機器、記憶媒体並びにコンピュータプログラム - Google Patents

情報を取得するための方法および装置、電子機器、記憶媒体並びにコンピュータプログラム Download PDF

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JP2022526473A
JP2022526473A JP2021541617A JP2021541617A JP2022526473A JP 2022526473 A JP2022526473 A JP 2022526473A JP 2021541617 A JP2021541617 A JP 2021541617A JP 2021541617 A JP2021541617 A JP 2021541617A JP 2022526473 A JP2022526473 A JP 2022526473A
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image
sample
defect
feature
detection model
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スゥー,イエ
レェン,スゥクゥー
ニィエ,レェィ
フアン,フアン
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Beijing Baidu Netcom Science and Technology Co Ltd
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0004Industrial image inspection
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0004Industrial image inspection
    • G06T7/001Industrial image inspection using an image reference approach
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    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
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    • GPHYSICS
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    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
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    • G06V10/74Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/761Proximity, similarity or dissimilarity measures
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    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10004Still image; Photographic image
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    • G06V2201/00Indexing scheme relating to image or video recognition or understanding
    • G06V2201/06Recognition of objects for industrial automation
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JP2021541617A 2020-03-11 2020-09-21 情報を取得するための方法および装置、電子機器、記憶媒体並びにコンピュータプログラム Pending JP2022526473A (ja)

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CN202010165825.4A CN111402220B (zh) 2020-03-11 2020-03-11 用于获取信息的方法及装置
CN202010165825.4 2020-03-11
PCT/CN2020/116527 WO2021179565A1 (zh) 2020-03-11 2020-09-21 用于获取信息的方法及装置

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US (1) US20220270228A1 (https=)
EP (1) EP3907697A4 (https=)
JP (1) JP2022526473A (https=)
KR (1) KR20210102458A (https=)
CN (1) CN111402220B (https=)
WO (1) WO2021179565A1 (https=)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111402220B (zh) * 2020-03-11 2023-06-09 北京百度网讯科技有限公司 用于获取信息的方法及装置
CN113781460A (zh) * 2021-09-16 2021-12-10 北京远舢智能科技有限公司 烟包外观缺陷在线检测方法、装置、电子设备和存储介质
CN114463282B (zh) * 2022-01-13 2024-10-22 江苏六道建材有限公司 缺陷检测方法、装置、电子设备和计算机可读介质
CN116823714A (zh) * 2022-03-28 2023-09-29 日本碍子株式会社 工件的检查装置及方法
CN114913121A (zh) * 2022-03-31 2022-08-16 联想(北京)有限公司 一种屏幕缺陷检测系统、方法、电子设备及可读存储介质
CN115131327B (zh) * 2022-07-14 2024-04-30 电子科技大学 一种颜色特征融合的显示屏彩色线缺陷检测方法
CN115601341A (zh) * 2022-10-26 2023-01-13 上海闻泰信息技术有限公司(Cn) Pcba板缺陷检测方法、系统、设备、介质及产品
CN115980077A (zh) * 2023-01-17 2023-04-18 清燃修复质检科技(佛山)有限公司 缺陷检测方法、装置、丝网检测设备及存储介质
CN116936389B (zh) * 2023-06-02 2024-09-03 江苏第三代半导体研究院有限公司 缺陷诊断方法、电子设备、存储介质及程序产品
CN116990450B (zh) * 2023-07-18 2024-04-26 欧几里德(苏州)医疗科技有限公司 一种角膜塑形镜的缺陷检测方法及系统

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2009010890A (ja) * 2007-06-29 2009-01-15 Canon Inc 撮像装置および方法
JP2012103957A (ja) * 2010-11-11 2012-05-31 Kanto Auto Works Ltd 部品検索システム
JP2016109495A (ja) * 2014-12-03 2016-06-20 タカノ株式会社 分類器生成装置、外観検査装置、分類器生成方法、及びプログラム
JP2018508052A (ja) * 2014-12-31 2018-03-22 パク、サンレ 画像分析方法、装置、及びコンピュータで読み取り可能なデバイス
WO2019003384A1 (ja) * 2017-06-29 2019-01-03 株式会社ソニー・インタラクティブエンタテインメント 情報処理装置、情報処理システム、および材質特定方法
WO2019059011A1 (ja) * 2017-09-19 2019-03-28 富士フイルム株式会社 教師データ作成方法及び装置並びに欠陥検査方法及び装置
CN110009614A (zh) * 2019-03-29 2019-07-12 北京百度网讯科技有限公司 用于输出信息的方法和装置
JP2019212073A (ja) * 2018-06-06 2019-12-12 アズビル株式会社 画像判別装置および方法
WO2020008538A1 (ja) * 2018-07-03 2020-01-09 三菱電機株式会社 材質推定装置及びロボット
CN110751177A (zh) * 2019-09-17 2020-02-04 阿里巴巴集团控股有限公司 分类模型的训练方法、预测方法及装置

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106127780B (zh) * 2016-06-28 2019-01-18 华南理工大学 一种曲面表面缺陷自动检测方法及其装置
US20180322623A1 (en) * 2017-05-08 2018-11-08 Aquifi, Inc. Systems and methods for inspection and defect detection using 3-d scanning
CN109829483B (zh) * 2019-01-07 2021-05-18 鲁班嫡系机器人(深圳)有限公司 缺陷识别模型训练方法、装置、计算机设备和存储介质
CN109949286A (zh) * 2019-03-12 2019-06-28 北京百度网讯科技有限公司 用于输出信息的方法和装置
CN109961433A (zh) * 2019-03-29 2019-07-02 北京百度网讯科技有限公司 产品缺陷检测方法、装置及计算机设备
CN109978870A (zh) * 2019-03-29 2019-07-05 北京百度网讯科技有限公司 用于输出信息的方法和装置
CN110148130B (zh) * 2019-05-27 2022-02-11 北京百度网讯科技有限公司 用于检测零件缺陷的方法和装置
CN110276754B (zh) * 2019-06-21 2021-08-20 厦门大学 一种表面缺陷检测方法、终端设备及存储介质
US12307668B2 (en) * 2019-07-12 2025-05-20 Bruker Nano, Inc Methods and systems for defects detection and classification using X-rays
CN110378900B (zh) * 2019-08-01 2020-08-07 北京迈格威科技有限公司 产品缺陷的检测方法、装置及系统
CN110517259A (zh) * 2019-08-30 2019-11-29 北京百度网讯科技有限公司 一种产品表面状态的检测方法、装置、设备及介质
CN111402220B (zh) * 2020-03-11 2023-06-09 北京百度网讯科技有限公司 用于获取信息的方法及装置

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2009010890A (ja) * 2007-06-29 2009-01-15 Canon Inc 撮像装置および方法
JP2012103957A (ja) * 2010-11-11 2012-05-31 Kanto Auto Works Ltd 部品検索システム
JP2016109495A (ja) * 2014-12-03 2016-06-20 タカノ株式会社 分類器生成装置、外観検査装置、分類器生成方法、及びプログラム
JP2018508052A (ja) * 2014-12-31 2018-03-22 パク、サンレ 画像分析方法、装置、及びコンピュータで読み取り可能なデバイス
WO2019003384A1 (ja) * 2017-06-29 2019-01-03 株式会社ソニー・インタラクティブエンタテインメント 情報処理装置、情報処理システム、および材質特定方法
WO2019059011A1 (ja) * 2017-09-19 2019-03-28 富士フイルム株式会社 教師データ作成方法及び装置並びに欠陥検査方法及び装置
JP2019212073A (ja) * 2018-06-06 2019-12-12 アズビル株式会社 画像判別装置および方法
WO2020008538A1 (ja) * 2018-07-03 2020-01-09 三菱電機株式会社 材質推定装置及びロボット
CN110009614A (zh) * 2019-03-29 2019-07-12 北京百度网讯科技有限公司 用于输出信息的方法和装置
CN110751177A (zh) * 2019-09-17 2020-02-04 阿里巴巴集团控股有限公司 分类模型的训练方法、预测方法及装置

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WO2021179565A1 (zh) 2021-09-16
EP3907697A1 (en) 2021-11-10
CN111402220B (zh) 2023-06-09
US20220270228A1 (en) 2022-08-25
EP3907697A4 (en) 2022-11-30
KR20210102458A (ko) 2021-08-19
CN111402220A (zh) 2020-07-10

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