JP7741044B2 - 薬剤識別装置、薬剤識別方法及びプログラム - Google Patents

薬剤識別装置、薬剤識別方法及びプログラム

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Publication number
JP7741044B2
JP7741044B2 JP2022152972A JP2022152972A JP7741044B2 JP 7741044 B2 JP7741044 B2 JP 7741044B2 JP 2022152972 A JP2022152972 A JP 2022152972A JP 2022152972 A JP2022152972 A JP 2022152972A JP 7741044 B2 JP7741044 B2 JP 7741044B2
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drug
identified
attribute
image
type
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JP2024047385A5 (enExample
JP2024047385A (ja
Inventor
真司 羽田
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FUJIFILM MEDICAL CO., LTD.
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FUJIFILM MEDICAL CO., LTD.
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Priority to JP2022152972A priority Critical patent/JP7741044B2/ja
Priority to US18/473,551 priority patent/US20240112476A1/en
Publication of JP2024047385A publication Critical patent/JP2024047385A/ja
Publication of JP2024047385A5 publication Critical patent/JP2024047385A5/ja
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    • 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
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/10—File systems; File servers
    • G06F16/14—Details of searching files based on file metadata
    • G06F16/156—Query results presentation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
    • 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
    • G06V10/56—Extraction of image or video features relating to colour
    • 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
    • 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
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/94—Hardware or software architectures specially adapted for image or video understanding
    • G06V10/945—User interactive design; Environments; Toolboxes
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Library & Information Science (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Medical Preparation Storing Or Oral Administration Devices (AREA)
  • Image Analysis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
JP2022152972A 2022-09-26 2022-09-26 薬剤識別装置、薬剤識別方法及びプログラム Active JP7741044B2 (ja)

Priority Applications (2)

Application Number Priority Date Filing Date Title
JP2022152972A JP7741044B2 (ja) 2022-09-26 2022-09-26 薬剤識別装置、薬剤識別方法及びプログラム
US18/473,551 US20240112476A1 (en) 2022-09-26 2023-09-25 Drug identification apparatus, drug identification method and program

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2022152972A JP7741044B2 (ja) 2022-09-26 2022-09-26 薬剤識別装置、薬剤識別方法及びプログラム

Publications (3)

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JP2024047385A JP2024047385A (ja) 2024-04-05
JP2024047385A5 JP2024047385A5 (enExample) 2024-09-12
JP7741044B2 true JP7741044B2 (ja) 2025-09-17

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US (1) US20240112476A1 (enExample)
JP (1) JP7741044B2 (enExample)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN120107702A (zh) * 2025-05-07 2025-06-06 中国医学科学院北京协和医院 一种基于人工智能的药物自动识别系统

Citations (8)

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JP2006227994A (ja) 2005-02-18 2006-08-31 Olympus Corp 画像検索表示装置、画像検索表示方法及びプログラム
JP2010061601A (ja) 2008-09-08 2010-03-18 Sony Corp 推薦装置および方法、プログラム、並びに記録媒体
WO2015136716A1 (ja) 2014-03-14 2015-09-17 オムロン株式会社 画像処理装置、画像センサ、画像処理方法
JP2017080389A (ja) 2015-10-27 2017-05-18 コニカミノルタ株式会社 医用画像システム及びプログラム
US20210350188A1 (en) 2020-05-08 2021-11-11 George Mason University Pill Shape Classification using Imbalanced Data with Human-Machine Hybrid Explainable Model
JP2021192170A (ja) 2020-06-05 2021-12-16 コニカミノルタ株式会社 文書検索装置、画像形成装置、文書検索システム、プログラムおよび文書検索方法
WO2022092130A1 (ja) 2020-10-29 2022-05-05 株式会社湯山製作所 種類判別装置、種類判別方法、種類判別プログラム、及び薬剤仕分装置
WO2022163508A1 (ja) 2021-01-26 2022-08-04 富士フイルム富山化学株式会社 薬剤識別装置、薬剤識別方法及びプログラム、薬剤識別システム、薬剤載置台、照明装置、撮影補助装置、学習済みモデル、並びに学習装置

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US6529892B1 (en) * 1999-08-04 2003-03-04 Illinois, University Of Apparatus, method and product for multi-attribute drug comparison
US8903198B2 (en) * 2011-06-03 2014-12-02 International Business Machines Corporation Image ranking based on attribute correlation
JP5742873B2 (ja) * 2013-05-08 2015-07-01 株式会社デンソー 物体識別装置
EP3185577B1 (en) * 2014-08-21 2018-10-24 Panasonic Intellectual Property Management Co., Ltd. Content identification apparatus and content identification method
US9569700B1 (en) * 2014-12-17 2017-02-14 Amazon Technologies, Inc. Identification of item attributes using artificial intelligence
US10685265B2 (en) * 2018-04-11 2020-06-16 International Business Machines Corporation Cognitive analysis and classification of apparel images
JP6766844B2 (ja) * 2018-06-01 2020-10-14 株式会社デンソー 物体識別装置、移動体用システム、物体識別方法、物体識別モデルの学習方法及び物体識別モデルの学習装置
JP7257756B2 (ja) * 2018-08-20 2023-04-14 キヤノン株式会社 画像識別装置、画像識別方法、学習装置、及びニューラルネットワーク
US10846327B2 (en) * 2018-11-02 2020-11-24 A9.Com, Inc. Visual attribute determination for content selection
JP7176478B2 (ja) * 2019-06-14 2022-11-22 トヨタ自動車株式会社 画像認識装置
GB2600632A (en) * 2019-07-15 2022-05-04 Carefusion 303 Inc Methods and systems for optimizing drug management

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JP2006227994A (ja) 2005-02-18 2006-08-31 Olympus Corp 画像検索表示装置、画像検索表示方法及びプログラム
JP2010061601A (ja) 2008-09-08 2010-03-18 Sony Corp 推薦装置および方法、プログラム、並びに記録媒体
WO2015136716A1 (ja) 2014-03-14 2015-09-17 オムロン株式会社 画像処理装置、画像センサ、画像処理方法
JP2017080389A (ja) 2015-10-27 2017-05-18 コニカミノルタ株式会社 医用画像システム及びプログラム
US20210350188A1 (en) 2020-05-08 2021-11-11 George Mason University Pill Shape Classification using Imbalanced Data with Human-Machine Hybrid Explainable Model
JP2021192170A (ja) 2020-06-05 2021-12-16 コニカミノルタ株式会社 文書検索装置、画像形成装置、文書検索システム、プログラムおよび文書検索方法
WO2022092130A1 (ja) 2020-10-29 2022-05-05 株式会社湯山製作所 種類判別装置、種類判別方法、種類判別プログラム、及び薬剤仕分装置
WO2022163508A1 (ja) 2021-01-26 2022-08-04 富士フイルム富山化学株式会社 薬剤識別装置、薬剤識別方法及びプログラム、薬剤識別システム、薬剤載置台、照明装置、撮影補助装置、学習済みモデル、並びに学習装置

Non-Patent Citations (1)

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Title
多鹿一良，個体差がある物体でも瞬時に識別 画像識別技術「ＡＩ－Ｓｃａｎ」，映像情報インダストリアル，産業開発機構（株），2017年08月01日，第49巻 第8号，pp.8～11

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