JP7726899B2 - 自動化された廃棄物管理のための方法および電子装置 - Google Patents

自動化された廃棄物管理のための方法および電子装置

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Publication number
JP7726899B2
JP7726899B2 JP2022553590A JP2022553590A JP7726899B2 JP 7726899 B2 JP7726899 B2 JP 7726899B2 JP 2022553590 A JP2022553590 A JP 2022553590A JP 2022553590 A JP2022553590 A JP 2022553590A JP 7726899 B2 JP7726899 B2 JP 7726899B2
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waste
waste object
artificial intelligence
detected
classification engine
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JP2023517895A5 (enExample
JP2023517895A (ja
Inventor
ルース，クリス
ルース，クリフトン
チャクラヴァーチュラ，マイトレーヤ
ウィリアム ジェンキンス，ロイ
ヘニー，クリス
デッカー，ウルフギャング
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Fidelity AG Inc
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Fidelity AG Inc
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/255—Detecting or recognising potential candidate objects based on visual cues, e.g. shapes
    • 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
    • G06V10/764—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
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06V30/19173—Classification techniques
    • 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
    • G06V30/19—Recognition using electronic means
    • G06V30/192—Recognition using electronic means using simultaneous comparisons or correlations of the image signals with a plurality of references
    • G06V30/194—References adjustable by an adaptive method, e.g. learning
    • 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
    • G06T2207/20081—Training; Learning
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02W—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO WASTEWATER TREATMENT OR WASTE MANAGEMENT
    • Y02W30/00—Technologies for solid waste management
    • Y02W30/20—Waste processing or separation
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02W—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO WASTEWATER TREATMENT OR WASTE MANAGEMENT
    • Y02W90/00—Enabling technologies or technologies with a potential or indirect contribution to greenhouse gas [GHG] emissions mitigation

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
  • Processing Of Solid Wastes (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Cleaning In Electrography (AREA)
  • Injection Moulding Of Plastics Or The Like (AREA)
  • General Factory Administration (AREA)
JP2022553590A 2020-03-21 2021-03-19 自動化された廃棄物管理のための方法および電子装置 Active JP7726899B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US16/826,213 US11335086B2 (en) 2020-03-21 2020-03-21 Methods and electronic devices for automated waste management
US16/826,213 2020-03-21
PCT/US2021/023272 WO2021194892A1 (en) 2020-03-21 2021-03-19 Methods and electronic devices for automated waste management

Publications (3)

Publication Number Publication Date
JP2023517895A JP2023517895A (ja) 2023-04-27
JP2023517895A5 JP2023517895A5 (enExample) 2024-03-15
JP7726899B2 true JP7726899B2 (ja) 2025-08-20

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JP2022553590A Active JP7726899B2 (ja) 2020-03-21 2021-03-19 自動化された廃棄物管理のための方法および電子装置

Country Status (8)

Country Link
US (2) US11335086B2 (enExample)
EP (1) EP4121222A4 (enExample)
JP (1) JP7726899B2 (enExample)
KR (1) KR102813257B1 (enExample)
AU (1) AU2021242242B2 (enExample)
IL (1) IL296647B2 (enExample)
MX (1) MX2022011687A (enExample)
WO (1) WO2021194892A1 (enExample)

Families Citing this family (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4128027A1 (en) * 2020-03-26 2023-02-08 Digimarc Corporation Arrangements for digital marking and reading of items, useful in recycling
US11710324B2 (en) * 2020-06-15 2023-07-25 Toyota Research Institute, Inc. Systems and methods for improving the classification of objects
JP2022043918A (ja) * 2020-09-04 2022-03-16 トヨタ自動車株式会社 ゴミ回収装置、建築物、及び方法
CA3215397A1 (en) 2021-04-16 2022-10-20 Tomas FILLER Methods and arrangements to aid recycling
GB2607583B (en) * 2021-06-03 2023-12-20 Kenny Waste Man Ltd Method for automated waste composition reporting
CN113920471B (zh) * 2021-10-13 2024-07-19 平安国际智慧城市科技股份有限公司 生产废物的远程监控方法、装置、计算机设备及存储介质
WO2023121903A1 (en) * 2021-12-22 2023-06-29 AMP Robotics Corporation Cloud and facility-based machine learning for sorting facilities
US12340287B2 (en) 2021-12-22 2025-06-24 AMP Robotics Corporation Maintaining a data structure corresponding to a target object
US12221292B2 (en) 2021-12-22 2025-02-11 AMP Robotics Corporation Object path planning in a sorting facility
US12128567B2 (en) 2021-12-22 2024-10-29 AMP Robotics Corporation Using machine learning to recognize variant objects
CN114821264B (zh) * 2022-03-28 2023-02-17 慧之安信息技术股份有限公司 一种基于神经网络的算法效率提升方法
US12271937B1 (en) 2022-08-08 2025-04-08 United Services Automobile Association (Usaa) Ecological impact evaluation promoting decreased ecological impact
KR20250123195A (ko) * 2022-12-16 2025-08-14 앳킨스 에너지 프로덕츠& 테크놀로지, 엘엘씨 산업 폐기물 용기를 위한 시스템 및 방법
US11961054B1 (en) * 2023-10-31 2024-04-16 Prince Mohammad Bin Fahd University Waste management system

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003267509A (ja) 2002-03-20 2003-09-25 Hitachi Ltd ゴミ回収機及びこのゴミ収集システムを用いたゴミ分別収集方法
US20050080520A1 (en) 2003-09-22 2005-04-14 Robert Kline Waste recovery and material handling process to replace the traditional trash transfer station and landfil by extracting reusable material and energy from joined refuse streams to include; office waste, dry waste, wet garbage and the special hazardous material handling of biological, chemical, and nuclear waste
US20140379588A1 (en) 2013-03-15 2014-12-25 Compology, Inc. System and method for waste managment
US20160078414A1 (en) 2013-05-03 2016-03-17 Ecowastehub Corp. Solid waste identification and segregation system
JP2016035758A (ja) 2010-03-19 2016-03-17 エコエーティーエム，インク． 携帯電話機のリサイクルを行う装置および方法
JP2017109197A (ja) 2016-07-06 2017-06-22 ウエノテックス株式会社 廃棄物選別システム及びその選別方法
JP3222478U (ja) 2018-08-03 2019-08-01 宇軒 楊 ごみ自動分別装置
WO2019180438A2 (en) 2018-03-21 2019-09-26 Philip Sutton Recycling method and taggant for a recyclable product
WO2019209428A1 (en) 2018-04-26 2019-10-31 UHV Technologies, Inc. Recycling coins from scrap
JP2019195751A (ja) 2018-05-08 2019-11-14 ウエノテックス株式会社 廃棄物選別システム、教師データ生成装置、教師データ生成システム、および教師データ生成プログラム

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2938833A1 (en) * 2014-02-07 2015-08-13 The Coca-Cola Company System and method of selling goods or services, or collecting recycle refuse using mechanized mobile merchantry
BR112016024300B1 (pt) * 2014-04-21 2021-12-14 Winnow Solutions Limited Sistema para monitoramento de resíduos de alimentos e método para o monitoramento de descarte de resíduo de alimentos
US10710119B2 (en) * 2016-07-18 2020-07-14 UHV Technologies, Inc. Material sorting using a vision system
US11104512B2 (en) * 2016-07-15 2021-08-31 Cleanrobotics Technologies, Inc. Automatic sorting of waste
CN109201514B (zh) * 2017-06-30 2019-11-08 京东方科技集团股份有限公司 垃圾分类回收方法、垃圾分类装置以及垃圾分类回收系统
WO2019056102A1 (en) * 2017-09-19 2019-03-28 Intuitive Robotics, Inc. SYSTEMS AND METHODS FOR DETECTION AND RECOGNITION OF WASTE ARTICLES
US11527072B2 (en) * 2017-10-24 2022-12-13 Mcneilus Truck And Manufacturing, Inc. Systems and methods for detecting waste receptacles using convolutional neural networks
EP3704626A1 (en) * 2017-11-02 2020-09-09 Amp Robotics Corporation Systems and methods for optical material characterization of waste materials using machine learning
US10955284B2 (en) * 2018-05-01 2021-03-23 Zabble, Inc. Apparatus and method for waste monitoring and analysis
US11663923B2 (en) * 2018-11-30 2023-05-30 International Business Machines Corporation Screening material waste
US11403626B2 (en) * 2019-05-24 2022-08-02 Recycle Go Inc. Methods, systems, apparatuses and devices for facilitating processing of recyclable items
US11861647B2 (en) * 2019-08-02 2024-01-02 Cox Enterprises, Inc. Systems and methods for enhanced waste item organization

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003267509A (ja) 2002-03-20 2003-09-25 Hitachi Ltd ゴミ回収機及びこのゴミ収集システムを用いたゴミ分別収集方法
US20050080520A1 (en) 2003-09-22 2005-04-14 Robert Kline Waste recovery and material handling process to replace the traditional trash transfer station and landfil by extracting reusable material and energy from joined refuse streams to include; office waste, dry waste, wet garbage and the special hazardous material handling of biological, chemical, and nuclear waste
JP2016035758A (ja) 2010-03-19 2016-03-17 エコエーティーエム，インク． 携帯電話機のリサイクルを行う装置および方法
US20140379588A1 (en) 2013-03-15 2014-12-25 Compology, Inc. System and method for waste managment
US20160078414A1 (en) 2013-05-03 2016-03-17 Ecowastehub Corp. Solid waste identification and segregation system
JP2017109197A (ja) 2016-07-06 2017-06-22 ウエノテックス株式会社 廃棄物選別システム及びその選別方法
WO2019180438A2 (en) 2018-03-21 2019-09-26 Philip Sutton Recycling method and taggant for a recyclable product
WO2019209428A1 (en) 2018-04-26 2019-10-31 UHV Technologies, Inc. Recycling coins from scrap
JP2019195751A (ja) 2018-05-08 2019-11-14 ウエノテックス株式会社 廃棄物選別システム、教師データ生成装置、教師データ生成システム、および教師データ生成プログラム
JP3222478U (ja) 2018-08-03 2019-08-01 宇軒 楊 ごみ自動分別装置

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
小助川克也，外2名，物体認識システムを用いたゲームの開発，情報処理学会 研究報告 ゲーム情報学（ＧＩ） ２０１９－ＧＩ－４１，情報処理学会，2019年03月01日，p.1～5

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Publication number Publication date
IL296647B1 (en) 2024-04-01
NZ792031A (en) 2025-05-30
KR20220156603A (ko) 2022-11-25
US11335086B2 (en) 2022-05-17
US20220301299A1 (en) 2022-09-22
AU2021242242A1 (en) 2022-09-29
IL296647B2 (en) 2024-08-01
IL296647A (en) 2022-11-01
US20210295039A1 (en) 2021-09-23
MX2022011687A (es) 2023-03-13
KR102813257B1 (ko) 2025-05-27
EP4121222A4 (en) 2023-07-19
JP2023517895A (ja) 2023-04-27
AU2021242242B2 (en) 2025-06-05
EP4121222A1 (en) 2023-01-25
WO2021194892A1 (en) 2021-09-30
CA3174686A1 (en) 2021-09-30
US12293561B2 (en) 2025-05-06

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