JP7093980B2 - 自動排泄処理装置、管理システム、判定方法、およびプログラム - Google Patents

自動排泄処理装置、管理システム、判定方法、およびプログラム Download PDF

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JP7093980B2
JP7093980B2 JP2021570165A JP2021570165A JP7093980B2 JP 7093980 B2 JP7093980 B2 JP 7093980B2 JP 2021570165 A JP2021570165 A JP 2021570165A JP 2021570165 A JP2021570165 A JP 2021570165A JP 7093980 B2 JP7093980 B2 JP 7093980B2
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正樹 関野
靖広 岡田
雄貴 須永
登美夫 足立
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LIBERTYSOLUTION CO., LTD.
University of Tokyo NUC
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University of Tokyo NUC
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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
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    • A61F5/00—Orthopaedic methods or devices for non-surgical treatment of bones or joints; Nursing devices ; Anti-rape devices
    • A61F5/44—Devices worn by the patient for reception of urine, faeces, catamenial or other discharge; Colostomy devices
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B10/00—Instruments for taking body samples for diagnostic purposes; Other methods or instruments for diagnosis, e.g. for vaccination diagnosis, sex determination or ovulation-period determination; Throat striking implements
    • A61B10/0038—Devices for taking faeces samples; Faecal examination devices
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B10/00—Instruments for taking body samples for diagnostic purposes; Other methods or instruments for diagnosis, e.g. for vaccination diagnosis, sex determination or ovulation-period determination; Throat striking implements
    • A61B10/0045—Devices for taking samples of body liquids
    • A61B10/007—Devices for taking samples of body liquids for taking urine samples
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue
    • A61B5/14507—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue specially adapted for measuring characteristics of body fluids other than blood
    • G—PHYSICS
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    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
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    • G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
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    • G06N3/088—Non-supervised learning, e.g. competitive learning
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    • G06N3/00—Computing arrangements based on biological models
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    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
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    • 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
    • G06T7/0012—Biomedical image inspection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
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    • G06T7/00—Image analysis
    • G06T7/90—Determination of colour characteristics
    • 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
    • G06V10/44—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
    • G06V10/443—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 by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • 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
    • G06V10/761—Proximity, similarity or dissimilarity measures
    • G—PHYSICS
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    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
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    • 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
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10024—Color image
    • 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
    • G06T2207/20084—Artificial neural networks [ANN]
    • 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
    • G06V2201/03—Recognition of patterns in medical or anatomical images

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JP2021570165A 2020-03-18 2021-03-10 自動排泄処理装置、管理システム、判定方法、およびプログラム Active JP7093980B2 (ja)

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US202062991082P 2020-03-18 2020-03-18
US62/991,082 2020-03-18
PCT/JP2021/009542 WO2021187272A1 (ja) 2020-03-18 2021-03-10 自動排泄処理装置、管理システム、判定方法、およびプログラム

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US (1) US20230172744A1 (https=)
JP (1) JP7093980B2 (https=)
KR (1) KR20220142497A (https=)
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CA3137612A1 (en) * 2021-11-05 2023-05-05 Pulsemedica Corp. Hybrid classifier training for feature extraction
JP2023171035A (ja) * 2022-05-20 2023-12-01 キヤノン株式会社 画像認識方法、プログラム、記録媒体及び画像認識装置
US12539015B2 (en) * 2023-09-05 2026-02-03 Midea Group Co., Ltd. Dishwasher with personalized utensil detection and scanning aids therefor

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005013244A (ja) 2002-05-16 2005-01-20 Masanobu Kujirada 排尿・排便の検知及び自動吸引処理装置
JP2015136386A (ja) 2014-01-20 2015-07-30 株式会社国際電気通信基礎技術研究所 排泄管理システム、排泄管理プログラム、排泄管理方法および排泄管理装置
JP2016004005A (ja) 2014-06-18 2016-01-12 関根　弘一 大便色検知装置
JP2017137707A (ja) 2016-02-04 2017-08-10 株式会社Ｌｉｘｉｌ 便器装置
JP2017533423A (ja) 2014-10-13 2017-11-09 コリア インスティテュート オブ インダストリアル テクノロジーＫｏｒｅａ Ｉｎｓｔｉｔｕｔｅ Ｏｆ Ｉｎｄｕｓｔｒｉａｌ Ｔｅｃｈｎｏｌｏｇｙ 排泄物形状測定装置及び方法
WO2019187018A1 (ja) 2018-03-30 2019-10-03 株式会社ファーストスクリーニング 健康補助システム、センサー、及び健康補助方法

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KR101312559B1 (ko) * 2011-08-09 2013-09-30 장황진 건강을 진단하는 다기능 변기시스템
CN106651883B (zh) * 2016-12-30 2019-12-17 四川沃文特生物技术有限公司 基于机器视觉的粪便形态识别方法
WO2019245359A1 (en) * 2018-06-21 2019-12-26 N.V. Nutricia Method and system for characterizing stool patterns of young infants

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005013244A (ja) 2002-05-16 2005-01-20 Masanobu Kujirada 排尿・排便の検知及び自動吸引処理装置
JP2015136386A (ja) 2014-01-20 2015-07-30 株式会社国際電気通信基礎技術研究所 排泄管理システム、排泄管理プログラム、排泄管理方法および排泄管理装置
JP2016004005A (ja) 2014-06-18 2016-01-12 関根　弘一 大便色検知装置
JP2017533423A (ja) 2014-10-13 2017-11-09 コリア インスティテュート オブ インダストリアル テクノロジーＫｏｒｅａ Ｉｎｓｔｉｔｕｔｅ Ｏｆ Ｉｎｄｕｓｔｒｉａｌ Ｔｅｃｈｎｏｌｏｇｙ 排泄物形状測定装置及び方法
JP2017137707A (ja) 2016-02-04 2017-08-10 株式会社Ｌｉｘｉｌ 便器装置
WO2019187018A1 (ja) 2018-03-30 2019-10-03 株式会社ファーストスクリーニング 健康補助システム、センサー、及び健康補助方法

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KR20220142497A (ko) 2022-10-21
JPWO2021187272A1 (https=) 2021-09-23
CN115279309A (zh) 2022-11-01
WO2021187272A1 (ja) 2021-09-23

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