JP6642474B2 - 状態判定装置、学習装置、状態判定方法及びプログラム - Google Patents

状態判定装置、学習装置、状態判定方法及びプログラム Download PDF

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Publication number
JP6642474B2
JP6642474B2 JP2017024169A JP2017024169A JP6642474B2 JP 6642474 B2 JP6642474 B2 JP 6642474B2 JP 2017024169 A JP2017024169 A JP 2017024169A JP 2017024169 A JP2017024169 A JP 2017024169A JP 6642474 B2 JP6642474 B2 JP 6642474B2
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Prior art keywords
learning
electrodes
state
state determination
unit
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JP2017024169A
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Japanese (ja)
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JP2018132329A (ja
JP2018132329A5 (enExample
Inventor
安藤　丹一
丹一 安藤
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Omron Corp
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Omron Corp
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Priority to JP2017024169A priority Critical patent/JP6642474B2/ja
Priority to US16/478,875 priority patent/US20190380621A1/en
Priority to PCT/JP2017/010048 priority patent/WO2018146825A1/ja
Priority to CN201780082623.XA priority patent/CN110268285A/zh
Priority to EP17895776.7A priority patent/EP3581971A4/en
Publication of JP2018132329A publication Critical patent/JP2018132329A/ja
Publication of JP2018132329A5 publication Critical patent/JP2018132329A5/ja
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    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V3/00—Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation
    • G01V3/08—Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation operating with magnetic or electric fields produced or modified by objects or geological structures or by detecting devices
    • G01V3/088—Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation operating with magnetic or electric fields produced or modified by objects or geological structures or by detecting devices operating with electric fields
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Measuring devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/107—Measuring physical dimensions, e.g. size of the entire body or parts thereof
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/16—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • A61B5/18—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state for vehicle drivers or machine operators
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
    • B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
    • B25J19/00—Accessories fitted to manipulators, e.g. for monitoring, for viewing; Safety devices combined with or specially adapted for use in connection with manipulators
    • B25J19/02—Sensing devices
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60N—SEATS SPECIALLY ADAPTED FOR VEHICLES; VEHICLE PASSENGER ACCOMMODATION NOT OTHERWISE PROVIDED FOR
    • B60N3/00—Arrangements or adaptations of other passenger fittings, not otherwise provided for
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R21/00—Arrangements or fittings on vehicles for protecting or preventing injuries to occupants or pedestrians in case of accidents or other traffic risks
    • B60R21/01—Electrical circuits for triggering passive safety arrangements, e.g. airbags, safety belt tighteners, in case of vehicle accidents or impending vehicle accidents
    • B60R21/015—Electrical circuits for triggering passive safety arrangements, e.g. airbags, safety belt tighteners, in case of vehicle accidents or impending vehicle accidents including means for detecting the presence or position of passengers, passenger seats or child seats, and the related safety parameters therefor, e.g. speed or timing of airbag inflation in relation to occupant position or seat belt use
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01B—MEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B7/00—Measuring arrangements characterised by the use of electric or magnetic techniques
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01B—MEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B7/00—Measuring arrangements characterised by the use of electric or magnetic techniques
    • G01B7/30—Measuring arrangements characterised by the use of electric or magnetic techniques for measuring angles or tapers; for testing the alignment of axes
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V3/00—Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation
    • G01V3/08—Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation operating with magnetic or electric fields produced or modified by objects or geological structures or by detecting devices
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G08—SIGNALLING
    • G08G—TRAFFIC CONTROL SYSTEMS
    • G08G1/00—Traffic control systems for road vehicles
    • G08G1/16—Anti-collision systems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2207/00—Indexing scheme relating to methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F2207/38—Indexing scheme relating to groups G06F7/38 - G06F7/575
    • G06F2207/48—Indexing scheme relating to groups G06F7/48 - G06F7/575
    • G06F2207/4802—Special implementations
    • G06F2207/4818—Threshold devices
    • G06F2207/4824—Neural networks

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Theoretical Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Remote Sensing (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • Software Systems (AREA)
  • Pathology (AREA)
  • Evolutionary Computation (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Mathematical Physics (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Engineering & Computer Science (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Robotics (AREA)
  • Dentistry (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Electromagnetism (AREA)
  • Geophysics (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Geology (AREA)
  • Environmental & Geological Engineering (AREA)
  • Educational Technology (AREA)
  • Social Psychology (AREA)
  • Developmental Disabilities (AREA)
  • Transportation (AREA)
  • Hospice & Palliative Care (AREA)
JP2017024169A 2017-02-13 2017-02-13 状態判定装置、学習装置、状態判定方法及びプログラム Expired - Fee Related JP6642474B2 (ja)

Priority Applications (5)

Application Number Priority Date Filing Date Title
JP2017024169A JP6642474B2 (ja) 2017-02-13 2017-02-13 状態判定装置、学習装置、状態判定方法及びプログラム
US16/478,875 US20190380621A1 (en) 2017-02-13 2017-03-13 State determination device, learning device, state determination method, and program for the same
PCT/JP2017/010048 WO2018146825A1 (ja) 2017-02-13 2017-03-13 状態判定装置、学習装置、状態判定方法及びプログラム
CN201780082623.XA CN110268285A (zh) 2017-02-13 2017-03-13 状态判定装置、学习装置、状态判定方法以及程序
EP17895776.7A EP3581971A4 (en) 2017-02-13 2017-03-13 STATE DETERMINATION DEVICE, LEARNING DEVICE, STATE DETERMINATION METHOD AND PROGRAM

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2017024169A JP6642474B2 (ja) 2017-02-13 2017-02-13 状態判定装置、学習装置、状態判定方法及びプログラム

Publications (3)

Publication Number Publication Date
JP2018132329A JP2018132329A (ja) 2018-08-23
JP2018132329A5 JP2018132329A5 (enExample) 2019-04-11
JP6642474B2 true JP6642474B2 (ja) 2020-02-05

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JP2017024169A Expired - Fee Related JP6642474B2 (ja) 2017-02-13 2017-02-13 状態判定装置、学習装置、状態判定方法及びプログラム

Country Status (5)

Country Link
US (1) US20190380621A1 (enExample)
EP (1) EP3581971A4 (enExample)
JP (1) JP6642474B2 (enExample)
CN (1) CN110268285A (enExample)
WO (1) WO2018146825A1 (enExample)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7153322B2 (ja) * 2018-09-28 2022-10-14 学校法人福岡大学 ロボットセンサ
US11106315B2 (en) * 2018-11-29 2021-08-31 International Business Machines Corporation Touch screen device facilitating estimation of entity orientation and identity
WO2021115563A1 (en) * 2019-12-10 2021-06-17 Brainlab Ag Method and apparatus for determining internal organ shift
JP2025129667A (ja) * 2024-02-26 2025-09-05 本田技研工業株式会社 物体検知システム、物体検知方法、及びプログラム

Family Cites Families (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5166679A (en) * 1991-06-06 1992-11-24 The United States Of America As Represented By The Administrator Of The National Aeronautics & Space Administration Driven shielding capacitive proximity sensor
US6158768A (en) * 1998-02-20 2000-12-12 Trw Vehicle Safety Systems Inc. /Trw Inc. Apparatus and method for discerning certain occupant characteristics using a plurality of capacitive sensors
US6552550B2 (en) * 2000-09-29 2003-04-22 Intelligent Mechatronic Systems, Inc. Vehicle occupant proximity sensor
US6696948B2 (en) * 2001-11-02 2004-02-24 Elesys North America, Inc. Wet seat protection for air bag control occupant detection
US7088113B2 (en) * 2002-07-08 2006-08-08 Intelligent Mechatronic Systems Inc. Integrated occupant sensory system
FR2863704B1 (fr) * 2003-12-15 2006-08-25 Faurecia Sieges Automobile Procede et systeme de traitement de signaux de mesure pour caracteriser l'etat d'occupation d'un siege de vehicule automobile
JP4102357B2 (ja) * 2004-11-24 2008-06-18 三菱電機株式会社 物体検出装置
JP4229071B2 (ja) * 2005-01-24 2009-02-25 株式会社デンソー 静電容量式センサおよび乗員検知システム
US7791476B2 (en) * 2006-02-21 2010-09-07 Elesys North America, Inc. Occupant sensor and method for seat belt or other monitoring
JP2007280352A (ja) * 2006-03-17 2007-10-25 Toyota Motor Corp 視線方向判定装置
US11105759B2 (en) * 2006-04-20 2021-08-31 Jack S. Emery Impedance analysis of conductive medium
US8026731B1 (en) * 2006-04-20 2011-09-27 Jack Scott Emery Method and apparatus for constructing images from measurements of impedance
US10154819B2 (en) * 2006-04-20 2018-12-18 Jack S. Emery Systems and methods for impedance analysis of conductive medium
US8175821B2 (en) * 2006-09-12 2012-05-08 The University Of Tokyo Method for measuring physical quantity distribution and measurement system using sensor for physical quantity distribution
JP4514230B2 (ja) * 2006-11-22 2010-07-28 富士機械製造株式会社 部品吸着姿勢判別方法及び部品吸着姿勢判別システム
JP5134890B2 (ja) 2007-08-27 2013-01-30 株式会社フジクラ ヘッドレスト位置調整装置およびヘッドレスト位置調整方法
EP2036780A1 (en) * 2007-09-12 2009-03-18 IEE INTERNATIONAL ELECTRONICS & ENGINEERING S.A. Method and system for detecting an occupant in a vehicle seat
JP5223542B2 (ja) * 2008-08-28 2013-06-26 株式会社フジクラ 乗員姿勢検知装置および乗員姿勢検知方法
JP2011122834A (ja) * 2009-12-08 2011-06-23 Honda Elesys Co Ltd 乗員検知システム
JP2011252881A (ja) * 2010-06-04 2011-12-15 Alps Electric Co Ltd センサモジュールおよび移動開閉体
JP5432207B2 (ja) * 2011-04-19 2014-03-05 東海ゴム工業株式会社 静電容量型センサ装置
JP2013091114A (ja) * 2011-10-05 2013-05-16 Kyokko Denki Kk インタラクション操作システム
JP2013121369A (ja) * 2011-12-09 2013-06-20 Sony Corp 入力装置及び校正方法
US9605952B2 (en) * 2012-03-08 2017-03-28 Quality Manufacturing Inc. Touch sensitive robotic gripper
EP2822737A4 (en) * 2012-03-08 2016-09-21 Quality Mfg Inc TOUCH-SENSITIVE ROBOT GRIPPERS
JP6124301B2 (ja) * 2013-09-30 2017-05-10 アルプス電気株式会社 静電容量式入力装置
US20200110482A1 (en) * 2016-11-14 2020-04-09 The Regents Of The University Of Colorado, A Body Corporate Method and apparatus for battery-free identification token for touch sensing devices
JP7268001B2 (ja) * 2018-04-05 2023-05-02 株式会社小糸製作所 演算処理装置、オブジェクト識別システム、学習方法、自動車、車両用灯具

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Publication number Publication date
US20190380621A1 (en) 2019-12-19
JP2018132329A (ja) 2018-08-23
EP3581971A4 (en) 2020-06-17
CN110268285A (zh) 2019-09-20
EP3581971A1 (en) 2019-12-18
WO2018146825A1 (ja) 2018-08-16

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