CN104205128B - 自动化药物药丸识别 - Google Patents

自动化药物药丸识别 Download PDF

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Publication number
CN104205128B
CN104205128B CN201380014155.4A CN201380014155A CN104205128B CN 104205128 B CN104205128 B CN 104205128B CN 201380014155 A CN201380014155 A CN 201380014155A CN 104205128 B CN104205128 B CN 104205128B
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China
Prior art keywords
image
pill
feature
pharmaceutical composition
implemented method
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Expired - Fee Related
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CN201380014155.4A
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English (en)
Chinese (zh)
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CN104205128A (zh
Inventor
尤金·格什泰恩
艾伦·雅各布斯
亚历山大·格巴拉
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Interlink AI Inc
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Perceptimed Inc
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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
    • G06V10/40—Extraction of image or video features
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/60—Rotation of whole images or parts thereof
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/20—Scenes; Scene-specific elements in augmented reality scenes
    • 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
    • G06V20/66—Trinkets, e.g. shirt buttons or jewellery items
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/24—Character recognition characterised by the processing or recognition method
    • G06V30/248—Character recognition characterised by the processing or recognition method involving plural approaches, e.g. verification by template match; Resolving confusion among similar patterns, e.g. "O" versus "Q"
    • G06V30/2528—Combination of methods, e.g. classifiers, working on the same input data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/24—Character recognition characterised by the processing or recognition method
    • G06V30/248—Character recognition characterised by the processing or recognition method involving plural approaches, e.g. verification by template match; Resolving confusion among similar patterns, e.g. "O" versus "Q"
    • G06V30/2552—Combination of methods, e.g. classifiers, working on different input data, e.g. sensor fusion

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Data Mining & Analysis (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
  • Medical Preparation Storing Or Oral Administration Devices (AREA)
  • Image Processing (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
CN201380014155.4A 2012-01-23 2013-01-23 自动化药物药丸识别 Expired - Fee Related CN104205128B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201261589750P 2012-01-23 2012-01-23
US61/589,750 2012-01-23
PCT/US2013/022754 WO2013112591A1 (en) 2012-01-23 2013-01-23 Automated pharmaceutical pill identification

Publications (2)

Publication Number Publication Date
CN104205128A CN104205128A (zh) 2014-12-10
CN104205128B true CN104205128B (zh) 2018-02-16

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CN201380014155.4A Expired - Fee Related CN104205128B (zh) 2012-01-23 2013-01-23 自动化药物药丸识别

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US (3) US9842257B2 (enExample)
EP (1) EP2807610A4 (enExample)
JP (2) JP6154826B2 (enExample)
CN (1) CN104205128B (enExample)
AU (2) AU2013212273B2 (enExample)
BR (1) BR112014018171A8 (enExample)
CA (1) CA2862071C (enExample)
HK (2) HK1204819A1 (enExample)
WO (1) WO2013112591A1 (enExample)

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Publication number Publication date
HK1205315A1 (en) 2015-12-11
CN104205128A (zh) 2014-12-10
CA2862071A1 (en) 2013-08-01
US20150302255A1 (en) 2015-10-22
US10229321B2 (en) 2019-03-12
BR112014018171A8 (pt) 2017-07-11
CA2862071C (en) 2019-01-08
US10467477B2 (en) 2019-11-05
EP2807610A4 (en) 2016-03-02
AU2018204543B2 (en) 2019-12-19
HK1204819A1 (en) 2015-12-04
US20190258860A1 (en) 2019-08-22
WO2013112591A1 (en) 2013-08-01
JP2015512075A (ja) 2015-04-23
JP6409094B2 (ja) 2018-10-17
AU2018204543A1 (en) 2018-07-12
AU2013212273A1 (en) 2014-08-14
AU2013212273B2 (en) 2018-07-19
JP2017199388A (ja) 2017-11-02
US20180046862A1 (en) 2018-02-15
JP6154826B2 (ja) 2017-06-28
BR112014018171A2 (enExample) 2017-06-20
US9842257B2 (en) 2017-12-12
EP2807610A1 (en) 2014-12-03

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