JP2019513274A - 品物の設置、特定および計数のためのシステムおよび方法 - Google Patents

品物の設置、特定および計数のためのシステムおよび方法 Download PDF

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Publication number
JP2019513274A
JP2019513274A JP2018551838A JP2018551838A JP2019513274A JP 2019513274 A JP2019513274 A JP 2019513274A JP 2018551838 A JP2018551838 A JP 2018551838A JP 2018551838 A JP2018551838 A JP 2018551838A JP 2019513274 A JP2019513274 A JP 2019513274A
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shelf
product
image
inventory
inventory monitoring
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Japanese (ja)
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JP2019513274A5 (enExample
Inventor
スカフ，サージョン
デイビス タイラー，ジョナサン
デイビス タイラー，ジョナサン
ヴィンセント ウィリアムズ，スティーブン
ヴィンセント ウィリアムズ，スティーブン
デューベ，シムアント
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Bossa Nova Robotics IP Inc
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Bossa Nova Robotics IP Inc
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    • G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
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  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
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  • Robotics (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Medical Informatics (AREA)
  • Aviation & Aerospace Engineering (AREA)
JP2018551838A 2016-03-29 2017-03-28 品物の設置、特定および計数のためのシステムおよび方法 Pending JP2019513274A (ja)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201662314785P 2016-03-29 2016-03-29
US62/314,785 2016-03-29
US201662427509P 2016-11-29 2016-11-29
US62/427,509 2016-11-29
PCT/US2017/024559 WO2017172782A1 (en) 2016-03-29 2017-03-28 SYSTEM AND METHOD FOR LOCATING, IDENTIFYING AND COUNTING lTEMS

Publications (2)

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JP2019513274A true JP2019513274A (ja) 2019-05-23
JP2019513274A5 JP2019513274A5 (enExample) 2020-04-30

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Country Status (8)

Country Link
US (2) US11087272B2 (enExample)
EP (2) EP4641526A3 (enExample)
JP (1) JP2019513274A (enExample)
KR (1) KR20190031431A (enExample)
CN (1) CN109154993A (enExample)
AU (1) AU2017245132A1 (enExample)
CA (1) CA3018381A1 (enExample)
WO (2) WO2017172790A1 (enExample)

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2019094191A (ja) * 2017-11-24 2019-06-20 株式会社富士通アドバンストエンジニアリング 棚割生成プログラム、棚割生成方法及び棚割生成装置
JP2021077018A (ja) * 2019-11-07 2021-05-20 東芝テック株式会社 点群データ処理装置
JP2021176215A (ja) * 2020-05-01 2021-11-04 キヤノン株式会社 画像処理装置、画像処理装置の制御方法及びプログラム
WO2022107350A1 (ja) * 2020-11-20 2022-05-27 オムロン株式会社 モバイルマニピュレータ、モバイルマニピュレータの制御方法、制御プログラム
JP2022528022A (ja) * 2020-03-09 2022-06-08 ▲図▼▲霊▼通▲諾▼（北京）科技有限公司 スーパーマーケット商品棚上の商品の分析方法及びシステム
JP2023533747A (ja) * 2020-07-09 2023-08-04 ブルックハースト ガレージ インコーポレイテッド 保管サイトにおける自律的なロボット移動
KR20240003367A (ko) * 2022-06-30 2024-01-09 휴림네트웍스 주식회사 Rfid 리더기가 장착된 자율주행로봇을 이용한 물류관리 시스템 및 그 방법
JP7789390B2 (ja) 2020-07-09 2025-12-22 ブルックハースト ガレージ インコーポレイテッド 保管サイトにおける自律的なロボット移動

Families Citing this family (242)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IN2014MU00140A (enExample) * 2014-01-15 2015-08-28 Whats On India Media Private Ltd
US10007964B1 (en) 2015-05-20 2018-06-26 Digimarc Corporation Image processing methods and arrangements
US10552933B1 (en) 2015-05-20 2020-02-04 Digimarc Corporation Image processing methods and arrangements useful in automated store shelf inspections
US20180181913A1 (en) * 2015-06-09 2018-06-28 Nec Corporation Shelf allocation assistance device, shelf allocation assistance system, shelf allocation assistance method, and recording medium
US10607182B2 (en) 2015-11-09 2020-03-31 Simbe Robotics, Inc. Method for tracking stock level within a store
US10909710B2 (en) * 2016-03-23 2021-02-02 Akcelita, LLC System and method for tracking product stock in a store shelf
US11681980B2 (en) * 2016-03-23 2023-06-20 Akcelita, LLC System and method for tracking product stock in a store shelf
KR20190031431A (ko) * 2016-03-29 2019-03-26 보사 노바 로보틱스 아이피, 인크. 물품의 위치 파악, 식별 및 카운트하는 방법 및 시스템
US10089599B2 (en) * 2016-04-07 2018-10-02 Walmart Apollo, Llc Systems and methods for locating containers with low inventory
GB2569698B (en) * 2016-05-04 2021-04-07 Walmart Apollo Llc Distributed autonomous robot systems and methods
US20230376893A1 (en) * 2016-05-19 2023-11-23 Simbe Robotics, Inc. Method for classifying product organization in an inventory structure
US11593755B2 (en) * 2016-05-19 2023-02-28 Simbe Robotics, Inc. Method for stock keeping in a store with fixed cameras
US12430604B2 (en) * 2016-05-19 2025-09-30 Simbe Robotics, Inc. Method for scene segmentation
US12177387B2 (en) * 2016-05-19 2024-12-24 Simbe Robotics, Inc. Method for stock keeping in a store with fixed cameras
KR102216498B1 (ko) * 2016-05-19 2021-02-17 심베 로보틱스 인코포레이션 상점의 선반 상의 제품의 배치를 추적하기 위한 방법
CN109564651A (zh) * 2016-05-19 2019-04-02 思比机器人公司 用于自动生成将产品分配到商店内的货架结构的货架图的方法
CA3028156C (en) * 2016-06-30 2025-05-27 Bossa Nova Robotics Ip Inc MULTI-CAMERA SYSTEM FOR INVENTORY TRACKING
WO2018016494A1 (ja) * 2016-07-20 2018-01-25 株式会社サンクレエ 在庫管理サーバ、在庫管理システム、在庫管理プログラムおよび在庫管理方法
US20180101813A1 (en) * 2016-10-12 2018-04-12 Bossa Nova Robotics Ip, Inc. Method and System for Product Data Review
US11042161B2 (en) 2016-11-16 2021-06-22 Symbol Technologies, Llc Navigation control method and apparatus in a mobile automation system
US20180150788A1 (en) * 2016-11-30 2018-05-31 Wipro Limited Inventory control system and a method for inventory control in an establishment
US11798064B1 (en) 2017-01-12 2023-10-24 Digimarc Corporation Sensor-based maximum-likelihood estimation of item assignments
US10438165B2 (en) * 2017-03-07 2019-10-08 Ricoh Company, Ltd. Planogram generation
WO2018184675A1 (en) * 2017-04-05 2018-10-11 Telefonaktiebolaget Lm Ericsson (Publ) Illuminating an environment for localisation
JP6925443B2 (ja) * 2017-04-07 2021-08-25 シムビ ロボティクス, インコーポレイテッドSimbe Robotics, Inc. 店舗内の在庫レベルを追跡する方法
US10949798B2 (en) 2017-05-01 2021-03-16 Symbol Technologies, Llc Multimodal localization and mapping for a mobile automation apparatus
US11093896B2 (en) 2017-05-01 2021-08-17 Symbol Technologies, Llc Product status detection system
US10505057B2 (en) 2017-05-01 2019-12-10 Symbol Technologies, Llc Device and method for operating cameras and light sources wherein parasitic reflections from a paired light source are not reflected into the paired camera
US11367092B2 (en) 2017-05-01 2022-06-21 Symbol Technologies, Llc Method and apparatus for extracting and processing price text from an image set
US11978011B2 (en) 2017-05-01 2024-05-07 Symbol Technologies, Llc Method and apparatus for object status detection
US10726273B2 (en) 2017-05-01 2020-07-28 Symbol Technologies, Llc Method and apparatus for shelf feature and object placement detection from shelf images
US11449059B2 (en) 2017-05-01 2022-09-20 Symbol Technologies, Llc Obstacle detection for a mobile automation apparatus
US10591918B2 (en) 2017-05-01 2020-03-17 Symbol Technologies, Llc Fixed segmented lattice planning for a mobile automation apparatus
US10663590B2 (en) 2017-05-01 2020-05-26 Symbol Technologies, Llc Device and method for merging lidar data
WO2018201423A1 (en) 2017-05-05 2018-11-08 Symbol Technologies, Llc Method and apparatus for detecting and interpreting price label text
US20180330325A1 (en) * 2017-05-12 2018-11-15 Zippy Inc. Method for indicating delivery location and software for same
US10685324B2 (en) * 2017-05-19 2020-06-16 Hcl Technologies Limited Method and system for optimizing storage and retrieval of a stock keeping unit (SKU)
US10853965B2 (en) * 2017-08-07 2020-12-01 Standard Cognition, Corp Directional impression analysis using deep learning
MX2020001405A (es) 2017-08-07 2020-12-11 Omni Consumer Products Llc Sistema, método y aparatos para un dron de monitoreo.
US10521914B2 (en) * 2017-09-07 2019-12-31 Symbol Technologies, Llc Multi-sensor object recognition system and method
US10572763B2 (en) 2017-09-07 2020-02-25 Symbol Technologies, Llc Method and apparatus for support surface edge detection
US10489677B2 (en) 2017-09-07 2019-11-26 Symbol Technologies, Llc Method and apparatus for shelf edge detection
US10872228B1 (en) * 2017-09-27 2020-12-22 Apple Inc. Three-dimensional object detection
WO2019064925A1 (ja) * 2017-09-29 2019-04-04 日本電気株式会社 情報処理装置、情報処理方法、およびプログラム
FR3072492B1 (fr) * 2017-10-13 2019-11-08 Ses-Imagotag Procede pour initialiser ou mettre a jour une base de donnees de realogramme pour un lineaire, en utilisant des signaux optiques emis par des etiquettes electroniques de gondole
WO2019087519A1 (ja) 2017-10-30 2019-05-09 パナソニックＩｐマネジメント株式会社 棚監視装置、棚監視方法、及び、棚監視プログラム
US10783640B2 (en) * 2017-10-30 2020-09-22 Beijing Keya Medical Technology Co., Ltd. Systems and methods for image segmentation using a scalable and compact convolutional neural network
EP3483780A1 (en) * 2017-11-10 2019-05-15 Skidata Ag Classification and identification systems and methods
KR20190055582A (ko) * 2017-11-15 2019-05-23 삼성전자주식회사 전자 장치의 이미지 촬영 방법 및 그 전자 장치
WO2019099987A1 (en) * 2017-11-20 2019-05-23 Walmart Apollo, Llc Barcode validator and text extraction from images for data quality checks and remediation
SE542615C2 (en) * 2017-11-28 2020-06-16 Barbara Terebieniec Systems, methods and computer programs for container space allocation monitoring
CN108520194B (zh) 2017-12-18 2025-09-12 上海云拿智能科技有限公司 基于影像监测的货品感知系统及货品感知方法
US11276033B2 (en) 2017-12-28 2022-03-15 Walmart Apollo, Llc System and method for fine-tuning sales clusters for stores
US20190205806A1 (en) * 2017-12-28 2019-07-04 Walmart Apollo, Llc System and method for determining and implementing sales clusters for stores
US12307737B1 (en) * 2020-04-01 2025-05-20 Scandit Ag Adaptive selection area for image-based decoding of optical patterns
US10628660B2 (en) * 2018-01-10 2020-04-21 Trax Technology Solutions Pte Ltd. Withholding notifications due to temporary misplaced products
EP3737539A4 (en) * 2018-01-10 2021-10-06 Simbe Robotics, Inc. PROCESS FOR MONITORING TEMPERATURE-CONTROLLED UNITS IN A STORE
JP6960061B2 (ja) * 2018-01-10 2021-11-05 シムビ ロボティクス, インコーポレイテッドSimbe Robotics, Inc. 溢れおよび危険物を検出して対応する方法
EP4597456A3 (en) 2018-01-10 2025-10-22 Trax Technology Solutions Pte Ltd. Automatically monitoring retail products based on captured images
US11488315B2 (en) * 2018-01-26 2022-11-01 SagaDigits Limited Visual and geolocation analytic system and method
US11443276B2 (en) * 2018-01-27 2022-09-13 Walmart Apollo, Llc Dynamic flex-space allocation system
US20190236526A1 (en) * 2018-01-31 2019-08-01 Veeva Systems Inc. System and Method for Managing Visual Product Placement
WO2019152279A1 (en) * 2018-01-31 2019-08-08 Walmart Apollo, Llc Product inventorying using image differences
DE102019000903A1 (de) 2018-02-21 2019-08-22 Sew-Eurodrive Gmbh & Co Kg System mit Anlage, Objekten und Mobilteilen, und Verfahren zum Betreiben eines Systems
EP3759420A4 (en) * 2018-03-01 2021-11-03 Omni Consumer Products, LLC PROCESS, SYSTEM AND APPARATUS FOR DETERMINING A NUMBER OF PRODUCTS
US10809078B2 (en) 2018-04-05 2020-10-20 Symbol Technologies, Llc Method, system and apparatus for dynamic path generation
US10740911B2 (en) 2018-04-05 2020-08-11 Symbol Technologies, Llc Method, system and apparatus for correcting translucency artifacts in data representing a support structure
US10832436B2 (en) * 2018-04-05 2020-11-10 Symbol Technologies, Llc Method, system and apparatus for recovering label positions
US11327504B2 (en) * 2018-04-05 2022-05-10 Symbol Technologies, Llc Method, system and apparatus for mobile automation apparatus localization
US10823572B2 (en) 2018-04-05 2020-11-03 Symbol Technologies, Llc Method, system and apparatus for generating navigational data
CN108629325B (zh) * 2018-05-11 2021-06-22 北京旷视科技有限公司 物品位置的确定方法、装置及系统
FR3081587A1 (fr) * 2018-05-28 2019-11-29 Comerso Procede de valorisation des produits non conformes
CA3101530C (en) * 2018-06-01 2022-06-21 Beijing Geekplus Technology Co., Ltd. Management method, device and system applied to goods-to-person system, server and computer storage medium
CA3104284A1 (en) * 2018-06-20 2019-12-26 Simbe Robotics, Inc Method for managing click and delivery shopping events
JP6890849B2 (ja) * 2018-06-20 2021-06-18 株式会社マーケットヴィジョン 情報処理システム
CA3120688A1 (en) * 2018-06-23 2019-12-26 Simbe Robotics, Inc Method for managing stock within a store
EP4235341B1 (en) * 2018-07-17 2025-03-12 Crown Equipment Corporation Systems and methods for vehicle position calibration using rack leg identification
US10934045B2 (en) * 2018-07-27 2021-03-02 Zebra Technologies Corporation Method and apparatus for labeling of support structures
US10810543B2 (en) 2018-07-30 2020-10-20 Maplebear, Inc. Populating catalog data with item properties based on segmentation and classification models
US11100302B2 (en) * 2018-08-13 2021-08-24 Sunrise R&D Holdings, Llc System and method for verification of displayed shelf tags using hand-held device
WO2020041734A1 (en) * 2018-08-24 2020-02-27 Bossa Nova Robotics Ip, Inc. Shelf-viewing camera with multiple focus depths
DE102018006765B4 (de) 2018-08-27 2021-02-25 Daimler Ag Verfahren und system(e) für das management von frachtfahrzeugen
DE102018006764B4 (de) 2018-08-27 2021-02-25 Daimler Ag Verfahren und system(e) für das management von frachtfahrzeugen
TWI675331B (zh) * 2018-08-31 2019-10-21 財團法人工業技術研究院 儲物裝置及儲物方法
CN109242563A (zh) * 2018-09-03 2019-01-18 索信科技（北京）有限公司 一种智能化信息监测应用方法和系统
US11080559B2 (en) 2018-09-18 2021-08-03 Focal Systems, Inc. Product onboarding machine
US11232398B2 (en) 2018-09-26 2022-01-25 Walmart Apollo, Llc System and method for image-based replenishment
JP7243110B2 (ja) * 2018-10-02 2023-03-22 ソニーグループ株式会社 情報処理装置及び情報処理方法、コンピュータプログラム、並びに荷物受け取り支援システム
US11010920B2 (en) 2018-10-05 2021-05-18 Zebra Technologies Corporation Method, system and apparatus for object detection in point clouds
US11506483B2 (en) 2018-10-05 2022-11-22 Zebra Technologies Corporation Method, system and apparatus for support structure depth determination
US11090811B2 (en) 2018-11-13 2021-08-17 Zebra Technologies Corporation Method and apparatus for labeling of support structures
US11003188B2 (en) 2018-11-13 2021-05-11 Zebra Technologies Corporation Method, system and apparatus for obstacle handling in navigational path generation
US11222225B2 (en) * 2018-11-29 2022-01-11 International Business Machines Corporation Image recognition combined with personal assistants for item recovery
US11416000B2 (en) 2018-12-07 2022-08-16 Zebra Technologies Corporation Method and apparatus for navigational ray tracing
US11079240B2 (en) 2018-12-07 2021-08-03 Zebra Technologies Corporation Method, system and apparatus for adaptive particle filter localization
US11100303B2 (en) 2018-12-10 2021-08-24 Zebra Technologies Corporation Method, system and apparatus for auxiliary label detection and association
US11015938B2 (en) 2018-12-12 2021-05-25 Zebra Technologies Corporation Method, system and apparatus for navigational assistance
US10731970B2 (en) 2018-12-13 2020-08-04 Zebra Technologies Corporation Method, system and apparatus for support structure detection
EP3667230B1 (de) * 2018-12-13 2021-06-23 IVF Hartmann AG Messsystem und verfahren zur inventarisierung mittels 3d-scan
US10716177B2 (en) 2018-12-13 2020-07-14 Zebra Technologies Corporation Method and apparatus for control of mobile automation apparatus light emitters
US11126861B1 (en) 2018-12-14 2021-09-21 Digimarc Corporation Ambient inventorying arrangements
JP7163760B2 (ja) * 2018-12-25 2022-11-01 株式会社デンソーウェーブ 位置関係検出装置及び位置関係検出システム
CN109669375B (zh) * 2018-12-27 2021-05-14 格讯科技(深圳)有限公司 一种备餐间集控方法及系统
KR102165494B1 (ko) 2018-12-28 2020-10-14 네이버 주식회사 온라인 서비스에서의 비정상 사용 행위 식별 방법, 장치 및 컴퓨터 프로그램
CA3028708A1 (en) 2018-12-28 2020-06-28 Zih Corp. Method, system and apparatus for dynamic loop closure in mapping trajectories
US12026595B2 (en) * 2019-01-14 2024-07-02 Siemens Schweiz Ag Method and system for detecting building objects installed within a building
CN109765634B (zh) * 2019-01-18 2021-09-17 广州市盛光微电子有限公司 一种深度标注装置
CN113597533A (zh) * 2019-01-25 2021-11-02 机器人普拉斯有限公司 货物扫描装置
US11400599B2 (en) * 2019-01-30 2022-08-02 Lg Electronics Inc. Stock management robot
CA3131192A1 (en) * 2019-03-13 2020-09-17 Simbe Robotics, Inc. Method for deploying fixed and mobile sensors for stock keeping in a store
US20200311666A1 (en) 2019-03-28 2020-10-01 Ebay Inc. Encoding sensor data and responses in a distributed ledger
CN109961101B (zh) * 2019-03-29 2021-04-27 京东方科技集团股份有限公司 货架状态确定方法及装置、电子设备、存储介质
US20220083959A1 (en) * 2019-04-11 2022-03-17 Carnegie Mellon University System and method for detecting products and product labels
US11321655B2 (en) * 2019-11-26 2022-05-03 Ncr Corporation Frictionless and autonomous control processing
WO2020217260A1 (en) * 2019-04-24 2020-10-29 Infilect Technologies Private Limited System and method for product rearrangement in retail environment based on position adjacency awareness plan
US10896584B2 (en) 2019-04-30 2021-01-19 Walmart Apollo, Llc Systems and methods for projecting action indicators
US12443652B2 (en) * 2019-06-03 2025-10-14 Zebra Technologies Corporation Method, system and apparatus for detecting product facings
US11080566B2 (en) * 2019-06-03 2021-08-03 Zebra Technologies Corporation Method, system and apparatus for gap detection in support structures with peg regions
US11341663B2 (en) 2019-06-03 2022-05-24 Zebra Technologies Corporation Method, system and apparatus for detecting support structure obstructions
US11402846B2 (en) 2019-06-03 2022-08-02 Zebra Technologies Corporation Method, system and apparatus for mitigating data capture light leakage
US11662739B2 (en) 2019-06-03 2023-05-30 Zebra Technologies Corporation Method, system and apparatus for adaptive ceiling-based localization
US11960286B2 (en) 2019-06-03 2024-04-16 Zebra Technologies Corporation Method, system and apparatus for dynamic task sequencing
US11151743B2 (en) 2019-06-03 2021-10-19 Zebra Technologies Corporation Method, system and apparatus for end of aisle detection
US11200677B2 (en) 2019-06-03 2021-12-14 Zebra Technologies Corporation Method, system and apparatus for shelf edge detection
US11037099B2 (en) * 2019-06-10 2021-06-15 Salesforce.Com, Inc. System and method for live product report generation without annotated training data
WO2020262725A1 (ko) * 2019-06-25 2020-12-30 티팟스튜디오 주식회사 딥 러닝을 이용한 3차원 물체 인식에 기초하여 증강 현실 정보를 제공하는 방법 및 이를 이용한 시스템
CN112149450A (zh) * 2019-06-26 2020-12-29 浙江汉朔电子科技有限公司 排面检查系统及方法
US11093785B1 (en) * 2019-06-27 2021-08-17 Amazon Technologies, Inc. Inferring facility planograms
FR3099020B1 (fr) * 2019-07-15 2022-01-14 Ses Imagotag Dispositif d’imagerie pour un support d’étagère et système d’étagère comprenant le dispositif d’imagerie
US11069073B2 (en) 2019-07-23 2021-07-20 Advanced New Technologies Co., Ltd. On-shelf commodity detection method and system
US20210027245A1 (en) 2019-07-24 2021-01-28 Walmart Apollo, Llc Systems and methods for automated association of product information with electronic shelf labels
US11915192B2 (en) 2019-08-12 2024-02-27 Walmart Apollo, Llc Systems, devices, and methods for scanning a shopping space
CN110428209B (zh) 2019-08-16 2020-10-27 灵动科技（北京）有限公司 一种盘点设备、盘点管理系统及盘点方法
WO2021034681A1 (en) 2019-08-16 2021-02-25 Bossa Nova Robotics Ip, Inc. Systems and methods for image capture and shelf content detection
US12211247B2 (en) * 2019-09-17 2025-01-28 Nec Corporation Image processing apparatus, image processing method, and program
KR102319893B1 (ko) * 2019-09-19 2021-11-02 디카모 주식회사 재고 파악 방법 및 시스템
US11354910B2 (en) * 2019-09-27 2022-06-07 Ncr Corporation Frictionless authentication and monitoring
JP7568727B2 (ja) 2019-09-30 2024-10-16 ムサシ エーアイ ノース アメリカ インコーポレイテッド Ａｉ外観検査のためのシステム及び方法
US11295162B2 (en) * 2019-11-01 2022-04-05 Massachusetts Institute Of Technology Visual object instance descriptor for place recognition
US11507103B2 (en) 2019-12-04 2022-11-22 Zebra Technologies Corporation Method, system and apparatus for localization-based historical obstacle handling
US11107238B2 (en) * 2019-12-13 2021-08-31 Zebra Technologies Corporation Method, system and apparatus for detecting item facings
WO2021150406A1 (en) * 2019-12-17 2021-07-29 Cooler Screens Inc. Smart movable closure system for cooling cabinet
CN111341013A (zh) * 2020-02-10 2020-06-26 北京每日优鲜电子商务有限公司 智能售货机的移动方法、装置、设备及存储介质
CN113319845B (zh) * 2020-02-28 2024-09-10 盒马(中国)有限公司 货架陈列管理系统、方法、装置及设备
WO2021195314A1 (en) 2020-03-26 2021-09-30 Walmart Apollo, Llc Apparatus and method to facilitate identification of items
US11822333B2 (en) 2020-03-30 2023-11-21 Zebra Technologies Corporation Method, system and apparatus for data capture illumination control
US11295163B1 (en) * 2020-04-01 2022-04-05 Scandit Ag Recognition of optical patterns in images acquired by a robotic device
US11074460B1 (en) * 2020-04-02 2021-07-27 Security Systems, L.L.C. Graphical management system for interactive environment monitoring
WO2021216357A1 (en) 2020-04-22 2021-10-28 Walmart Apollo, Llc Systems and methods of defining and identifying product display areas on product display shelves
WO2021216329A1 (en) * 2020-04-22 2021-10-28 Walmart Apollo, Llc Methods and systems for monitoring on-shelf inventory and detecting out of stock events
WO2021222786A1 (en) * 2020-04-30 2021-11-04 Simbe Robotics, Inc. Method for maintaining perpetual inventory within a store
CN113627418B (zh) * 2020-05-07 2023-08-25 杭州海康威视数字技术股份有限公司 数据管理方法、计算机设备及计算机可读存储介质
CN111634596A (zh) * 2020-06-02 2020-09-08 江苏易高烟草机械有限公司 一种应用于高架库的空货位快速筛选方法
JP2021189990A (ja) * 2020-06-04 2021-12-13 東芝テック株式会社 管理装置及び管理システム
USD945507S1 (en) 2020-06-30 2022-03-08 Bossa Nova Robotics Ip, Inc. Mobile robot for object detection
CN111832454A (zh) * 2020-06-30 2020-10-27 苏州罗伯特木牛流马物流技术有限公司 利用工业相机视觉识别实现地面货位管理的系统和方法
US11544509B2 (en) 2020-06-30 2023-01-03 Nielsen Consumer Llc Methods, systems, articles of manufacture, and apparatus to classify labels based on images using artificial intelligence
US11450024B2 (en) 2020-07-17 2022-09-20 Zebra Technologies Corporation Mixed depth object detection
CN111832494B (zh) * 2020-07-17 2024-03-05 中国联合网络通信集团有限公司 信息存储方法及设备
US12488473B1 (en) 2020-07-27 2025-12-02 Scandit Ag Multi-barcode detection in a real scene using interface enhancement based on user input
US11880738B1 (en) * 2021-08-17 2024-01-23 Scandit Ag Visual odometry for optical pattern scanning in a real scene
US12067527B2 (en) 2020-08-12 2024-08-20 Carnegie Mellon University System and method for identifying misplaced products in a shelf management system
US12437258B2 (en) 2020-08-12 2025-10-07 Carnegie Mellon University System and method for identifying products in a shelf management system
US11651519B2 (en) * 2020-08-12 2023-05-16 Google Llc Autonomous 2D datacenter rack imager
CN114379969B (zh) * 2020-10-16 2023-06-27 北京极智嘉科技股份有限公司 库存容器操作系统和方法
CN113297890A (zh) * 2020-10-21 2021-08-24 阿里巴巴集团控股有限公司 对象信息处理方法及装置
US11593915B2 (en) 2020-10-21 2023-02-28 Zebra Technologies Corporation Parallax-tolerant panoramic image generation
CN113297889A (zh) * 2020-10-21 2021-08-24 阿里巴巴集团控股有限公司 对象信息处理方法及装置
US12249140B1 (en) * 2020-10-23 2025-03-11 Spotacle, Inc Application of vision alphabets for searching and indexing
US11392891B2 (en) * 2020-11-03 2022-07-19 Zebra Technologies Corporation Item placement detection and optimization in material handling systems
US11847832B2 (en) 2020-11-11 2023-12-19 Zebra Technologies Corporation Object classification for autonomous navigation systems
US20220180302A1 (en) * 2020-12-04 2022-06-09 Maxdelivery, Llc System and method for inventory management and multimedia content delivery
US20220187844A1 (en) * 2020-12-14 2022-06-16 Google Llc Autonomous 3D Datacenter Mapping System
KR102885172B1 (ko) * 2020-12-15 2025-11-13 현대자동차주식회사 캐스케이드 분류기(ｃａｓｃａｄｅ ｃｌａｓｓｉｆｉｅｒ)를 이용한 3Ｄ 포인트 클라우드에서의 도로 경계 검출 방법 및 장치
US12469002B2 (en) * 2020-12-28 2025-11-11 International Business Machines Corporation Apparatus for automating inventory and automatic inventory system and method
USD1054430S1 (en) 2021-03-02 2024-12-17 Walmart Apollo, Llc Display screen with graphical user interface
CN112966590B (zh) * 2021-03-03 2022-04-19 河南鑫安利安全科技股份有限公司 基于aiot和企业安全指数的实时预警方法及装置
US12205075B2 (en) 2021-03-09 2025-01-21 Walmart Apollo, Llc Systems and methods for inventory management
MX2023010857A (es) * 2021-03-15 2023-12-15 Walmart Apollo Llc Sistemas y métodos para gestión de inventario.
US11842321B1 (en) * 2021-03-17 2023-12-12 Amazon Technologies, Inc. Image-based detection of planogram product spaces
US11905115B2 (en) * 2021-04-30 2024-02-20 Dexterity, Inc. Robotic system for identifying items
CN113140073B (zh) * 2021-05-11 2022-12-13 支付宝(杭州)信息技术有限公司 智能货柜的层板控制方法、系统以及智能货柜
WO2022261350A1 (en) * 2021-06-10 2022-12-15 Simbe Robotics, Inc. Method for maintaining inventory in a store
US11954882B2 (en) * 2021-06-17 2024-04-09 Zebra Technologies Corporation Feature-based georegistration for mobile computing devices
CN113538578B (zh) * 2021-06-22 2023-07-25 恒睿(重庆)人工智能技术研究院有限公司 目标定位方法、装置、计算机设备和存储介质
US11521003B1 (en) * 2021-06-23 2022-12-06 Zebra Technologies Corporation Layout generation for location-tracking sensors
CN113467449B (zh) * 2021-06-30 2023-05-30 深圳市海柔创新科技有限公司 车队控制方法、装置、电子设备和存储介质
CA3226583A1 (en) * 2021-07-26 2023-02-02 Thomas Schwarz Method for determining a measurement of a product in a product presentation device
CN113850250A (zh) * 2021-08-23 2021-12-28 阿里巴巴（中国）有限公司 货架巡检方法及货架巡检设备
WO2023031920A1 (en) * 2021-08-29 2023-03-09 Shelfie Tech Ltd. Retail shelf monitoring system and method
US20230076979A1 (en) * 2021-09-09 2023-03-09 7-Eleven, Inc. Item location tracking for display racks using digital image processing
DE102021210118A1 (de) * 2021-09-14 2023-03-16 Sms Group Gmbh Lagerverwaltungssystem, Verfahren zur Lagerverwaltung und Computerprogramm zur Lagerverwaltung für eine industrielle Anlage, insbesondere eine Produktionsanlage der metallerzeugenden Industrie, der nicht-Eisen- oder Stahlindustrie oder der Vorlegierungsherstellung
CN113844811B (zh) * 2021-09-16 2023-06-30 国网浙江省电力有限公司湖州供电公司 一种快速存取物的无人值守物资仓库
CN219978876U (zh) * 2021-09-17 2023-11-07 埃尔库尔科兹梅提克有限公司 用于产品陈列架的计数系统
WO2023047530A1 (ja) * 2021-09-24 2023-03-30 富士通株式会社 データ収集プログラム，データ収集装置及びデータ収集方法
AU2021245114B1 (en) * 2021-10-05 2022-03-10 Van der Weegen, Mark Image Recognition using Code Based Data Reduction
CN114385285B (zh) * 2021-11-30 2024-02-06 重庆长安汽车股份有限公司 一种基于汽车ai智慧助手的形象创建方法
US20230169452A1 (en) * 2021-11-30 2023-06-01 Zebra Technologies Corporation System Configuration for Learning and Recognizing Packaging Associated with a Product
US20230196380A1 (en) * 2021-12-17 2023-06-22 Rehrig Pacific Company Mobile camera for validation
US20230222310A1 (en) * 2022-01-12 2023-07-13 PWCC Marketplace, LLC Generating a media-based unique object identifier
US12238422B2 (en) 2022-01-14 2025-02-25 Samsung Electronics Co., Ltd. Method of constructing front panorama of shelving from arbitrary series of frames based on shelving 3D model
EP4473501A4 (en) * 2022-01-31 2025-12-17 Unefi Inc DATA COLLECTION FOR STORAGE EQUIPMENT AND PRODUCTS THEREIN
US12136061B2 (en) * 2022-02-25 2024-11-05 Target Brands, Inc. Retail shelf image processing and inventory tracking system
US20230341847A1 (en) * 2022-04-22 2023-10-26 Pepsico, Inc. Multi-sensor perception for resource tracking and quantification
WO2023220172A1 (en) * 2022-05-10 2023-11-16 Michael Muller Systems and methods for ingesting and processing enrichable content
WO2023245208A1 (en) * 2022-06-17 2023-12-21 Wipro Limited Method and system for accurately counting items in a storehouse
US12211161B2 (en) 2022-06-24 2025-01-28 Lowe's Companies, Inc. Reset modeling based on reset and object properties
US12189915B2 (en) 2022-06-24 2025-01-07 Lowe's Companies, Inc. Simulated environment for presenting virtual objects and virtual resets
CN115289966A (zh) * 2022-08-10 2022-11-04 深圳鹏鲲智科技术有限公司 基于tof相机的货架检测定位系统及方法
EP4332710B1 (en) 2022-08-30 2024-10-02 Ovh Methods and autonomous robots for taking inventory in a structure
CN115610896B (zh) * 2022-09-08 2025-07-25 国网山东省电力公司物资公司 基于视觉定位的货物位置校验方法及堆垛机
KR102871284B1 (ko) * 2022-09-26 2025-10-15 효성티앤에스 주식회사 무인냉장고의 상품구매 관리장치 및 방법
JP2025535680A (ja) 2022-09-29 2025-10-28 ノマド ゴー，インコーポレイテッド エッジコンピュータビジョン及びアクティブリアリティのための機械学習システムに関する方法及び装置
US12288408B2 (en) 2022-10-11 2025-04-29 Walmart Apollo, Llc Systems and methods of identifying individual retail products in a product storage area based on an image of the product storage area
US12430608B2 (en) 2022-10-11 2025-09-30 Walmart Apollo, Llc Clustering of items with heterogeneous data points
US12450558B2 (en) 2022-10-11 2025-10-21 Walmart Apollo, Llc Systems and methods of selecting an image from a group of images of a retail product storage area
US12380400B2 (en) * 2022-10-14 2025-08-05 Walmart Apollo, Llc Systems and methods of mapping an interior space of a product storage facility
US12333488B2 (en) 2022-10-21 2025-06-17 Walmart Apollo, Llc Systems and methods of detecting price tags and associating the price tags with products
US12367457B2 (en) 2022-11-09 2025-07-22 Walmart Apollo, Llc Systems and methods of verifying price tag label-product pairings
US12430856B2 (en) 2022-12-16 2025-09-30 Lowe's Companies, Inc. Compact augmented reality view experience
CN116243335A (zh) * 2022-12-16 2023-06-09 乐仓信息科技有限公司 一种基于多视觉传感器的货物倾倒预警系统
US12380715B2 (en) * 2022-12-21 2025-08-05 Target Brands, Inc. Image data annotation and model training platform
US12450883B2 (en) 2023-01-24 2025-10-21 Walmart Apollo, Llc Systems and methods for processing images captured at a product storage facility
US12374115B2 (en) 2023-01-24 2025-07-29 Walmart Apollo, Llc Systems and methods of using cached images to determine product counts on product storage structures of a product storage facility
US12469005B2 (en) 2023-01-24 2025-11-11 Walmart Apollo, Llc Methods and systems for creating reference image templates for identification of products on product storage structures of a product storage facility
US12412149B2 (en) 2023-01-30 2025-09-09 Walmart Apollo, Llc Systems and methods for analyzing and labeling images in a retail facility
US12361375B2 (en) 2023-01-30 2025-07-15 Walmart Apollo, Llc Systems and methods of updating model templates associated with images of retail products at product storage facilities
US12469255B2 (en) 2023-02-13 2025-11-11 Walmart Apollo, Llc Systems and methods for identifying different product identifiers that correspond to the same product
US20240281755A1 (en) * 2023-02-17 2024-08-22 7-Eleven, Inc. System and method for electronically checking planogram conformance of an item
US11907841B1 (en) * 2023-05-01 2024-02-20 Ian Truitner Machine learning based consumer product identification system and method therefor
US12437263B2 (en) 2023-05-30 2025-10-07 Walmart Apollo, Llc Systems and methods of monitoring location labels of product storage structures of a product storage facility
WO2025003823A1 (en) * 2023-06-27 2025-01-02 Ricoh Company, Ltd. Mobile apparatus, information processing apparatus, image capturing method, and recording medium
US20250037307A1 (en) * 2023-07-27 2025-01-30 Zebra Technologies Corporation Devices and Methods for Computer Vision Guided Analysis of a Display Module
DE102023120569A1 (de) * 2023-08-03 2025-02-06 Audi Hungaria Zrt Inventursystem sowie Inventurverfahren zur Prüfung eines Warenbestands in einem Warenlager
KR102783451B1 (ko) * 2023-08-30 2025-03-17 추유림 유실물의 통합된 조회 관리 방법
US20250078021A1 (en) * 2023-09-05 2025-03-06 Alwaysai, Inc. Systems and methods for adding a new item to a contactless sales system
US12488670B2 (en) * 2023-09-14 2025-12-02 Qualcomm Incorporated Electronic shelf label (ESL) position based notifications
US20250104400A1 (en) * 2023-09-22 2025-03-27 Zebra Technologies Corporation Systems and Methods for Validated Training Sample Capture
CN117789007A (zh) 2023-12-18 2024-03-29 上海汉时信息科技有限公司 商品图像信息采集系统、方法及装置
WO2025198082A1 (ko) * 2024-03-22 2025-09-25 한화비전 주식회사 물품 관제를 수행하는 방법 및 이를 지원하는 장치
WO2025222081A1 (en) * 2024-04-18 2025-10-23 7-Eleven, Inc. System and method for determining product count of an item stored in a rack using sensors
US12340270B1 (en) 2024-04-19 2025-06-24 International Business Machines Corporation Managing distributed devices using unique codes

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080077511A1 (en) * 2006-09-21 2008-03-27 International Business Machines Corporation System and Method for Performing Inventory Using a Mobile Inventory Robot
US20090094140A1 (en) * 2007-10-03 2009-04-09 Ncr Corporation Methods and Apparatus for Inventory and Price Information Management
WO2014087725A1 (ja) * 2012-12-04 2014-06-12 日本電気株式会社 商品情報処理装置、そのデータ処理方法、およびプログラム
JP2014170431A (ja) * 2013-03-04 2014-09-18 Nec Corp 情報処理システム、情報処理装置およびその制御方法と制御プログラム

Family Cites Families (46)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8189855B2 (en) * 2007-08-31 2012-05-29 Accenture Global Services Limited Planogram extraction based on image processing
US8630924B2 (en) * 2007-08-31 2014-01-14 Accenture Global Services Limited Detection of stock out conditions based on image processing
US8068674B2 (en) * 2007-09-04 2011-11-29 Evolution Robotics Retail, Inc. UPC substitution fraud prevention
JP5372395B2 (ja) * 2007-10-05 2013-12-18 株式会社イシダ 電子棚札システム
US20090192921A1 (en) * 2008-01-24 2009-07-30 Michael Alan Hicks Methods and apparatus to survey a retail environment
GB2492248B (en) * 2008-03-03 2013-04-10 Videoiq Inc Dynamic object classification
KR101503904B1 (ko) * 2008-07-07 2015-03-19 삼성전자 주식회사 이동 로봇의 지도 구성 장치 및 방법
WO2011122654A1 (ja) * 2010-03-30 2011-10-06 新日鉄ソリューションズ株式会社 情報処理装置、情報処理方法及びプログラム、情報処理装置、空きスペース案内システム、空きスペース案内方法及びプログラム、画像表示システム、画像表示方法及びプログラム
US9785898B2 (en) * 2011-06-20 2017-10-10 Hi-Tech Solutions Ltd. System and method for identifying retail products and determining retail product arrangements
US9740937B2 (en) 2012-01-17 2017-08-22 Avigilon Fortress Corporation System and method for monitoring a retail environment using video content analysis with depth sensing
US9583133B2 (en) * 2012-06-11 2017-02-28 Sony Corporation Image generation device and image generation method for multiplexing captured images to generate an image stream
US20140003655A1 (en) 2012-06-29 2014-01-02 Praveen Gopalakrishnan Method, apparatus and system for providing image data to represent inventory
US9418352B2 (en) * 2012-06-29 2016-08-16 Intel Corporation Image-augmented inventory management and wayfinding
CN103679129A (zh) * 2012-09-21 2014-03-26 中兴通讯股份有限公司 一种图像中的目标物体识别方法及装置
US9097800B1 (en) * 2012-10-11 2015-08-04 Google Inc. Solid object detection system using laser and radar sensor fusion
EP2808834B1 (de) * 2013-05-29 2017-07-12 BDT Media Automation GmbH Verfahren und Vorrichtung zur Erkennung und Bestimmung der Anwesenheit von Objekten in Lagerstellen mithilfe eines Strichcodelesegeräts
US9158988B2 (en) * 2013-06-12 2015-10-13 Symbol Technclogies, LLC Method for detecting a plurality of instances of an object
US9400968B2 (en) * 2013-08-14 2016-07-26 Ricoh Company, Ltd. Three-dimensional indexing protocol
US9015072B2 (en) * 2013-08-19 2015-04-21 Xerox Corporation Method and apparatus for automated inventory management using depth sensing
US9373057B1 (en) * 2013-11-01 2016-06-21 Google Inc. Training a neural network to detect objects in images
US9230192B2 (en) * 2013-11-15 2016-01-05 Adobe Systems Incorporated Image classification using images with separate grayscale and color channels
US20150193909A1 (en) * 2014-01-09 2015-07-09 Trax Technology Solutions Pte Ltd. Method and device for panoramic image processing
US10176452B2 (en) * 2014-06-13 2019-01-08 Conduent Business Services Llc Store shelf imaging system and method
US10453046B2 (en) * 2014-06-13 2019-10-22 Conduent Business Services, Llc Store shelf imaging system
US9396530B2 (en) * 2014-07-24 2016-07-19 Adobe Systems Incorporated Low memory content aware image modification
US20160119540A1 (en) * 2014-10-23 2016-04-28 Xerox Corporation Model-based plane-like panorama and retail applications
US9443164B2 (en) * 2014-12-02 2016-09-13 Xerox Corporation System and method for product identification
US9536167B2 (en) * 2014-12-10 2017-01-03 Ricoh Co., Ltd. Realogram scene analysis of images: multiples for scene analysis
US10169677B1 (en) * 2014-12-19 2019-01-01 Amazon Technologies, Inc. Counting stacked inventory using image analysis
US9569851B2 (en) * 2014-12-23 2017-02-14 Ricoh Co., Ltd. Sequencing products recognized in a shelf image
US10007964B1 (en) * 2015-05-20 2018-06-26 Digimarc Corporation Image processing methods and arrangements
US10607182B2 (en) * 2015-11-09 2020-03-31 Simbe Robotics, Inc. Method for tracking stock level within a store
JP6834976B2 (ja) * 2015-11-17 2021-02-24 ソニー株式会社 マルチカメラシステム、マルチカメラシステムの制御方法およびカメラ
US9911213B2 (en) * 2015-12-18 2018-03-06 Ricoh Co., Ltd. Panoramic image stitching using objects
US9984451B2 (en) * 2015-12-18 2018-05-29 Michael Gormish Linear grouping of recognized items in an image
US9715638B1 (en) * 2015-12-31 2017-07-25 Nokia Technologies Oy Method and apparatus for identifying salient subimages within a panoramic image
KR20190031431A (ko) * 2016-03-29 2019-03-26 보사 노바 로보틱스 아이피, 인크. 물품의 위치 파악, 식별 및 카운트하는 방법 및 시스템
US10007867B2 (en) * 2016-04-04 2018-06-26 Google Llc Systems and methods for identifying entities directly from imagery
CA3028156C (en) * 2016-06-30 2025-05-27 Bossa Nova Robotics Ip Inc MULTI-CAMERA SYSTEM FOR INVENTORY TRACKING
US10019803B2 (en) * 2016-10-17 2018-07-10 Conduent Business Services, Llc Store shelf imaging system and method using a vertical LIDAR
US20190019293A1 (en) * 2017-01-13 2019-01-17 Bet Information Systems, Inc. System and Method for Share of Shelf Data Capture and Analysis
US20180260772A1 (en) * 2017-01-31 2018-09-13 Focal Systems, Inc Out-of-stock detection based on images
WO2018144651A1 (en) * 2017-01-31 2018-08-09 Focal Systems, Inc. Out-of-stock detection based on images
WO2019023249A1 (en) * 2017-07-25 2019-01-31 Bossa Nova Robotics Ip, Inc. REDUCTION OF DATA IN A BAR CODE READING ROBOT SHELF SURVEILLANCE SYSTEM
US10474988B2 (en) * 2017-08-07 2019-11-12 Standard Cognition, Corp. Predicting inventory events using foreground/background processing
US10861302B2 (en) * 2017-08-17 2020-12-08 Bossa Nova Robotics Ip, Inc. Robust motion filtering for real-time video surveillance

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080077511A1 (en) * 2006-09-21 2008-03-27 International Business Machines Corporation System and Method for Performing Inventory Using a Mobile Inventory Robot
US20090094140A1 (en) * 2007-10-03 2009-04-09 Ncr Corporation Methods and Apparatus for Inventory and Price Information Management
WO2014087725A1 (ja) * 2012-12-04 2014-06-12 日本電気株式会社 商品情報処理装置、そのデータ処理方法、およびプログラム
JP2014170431A (ja) * 2013-03-04 2014-09-18 Nec Corp 情報処理システム、情報処理装置およびその制御方法と制御プログラム

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
中田 敦: "Emerging Tech NIKKEI Robotics", 日経エレクトロニクス 第１１６６号 NIKKEI ELECTRONICS, JPN6021006354, 20 March 2016 (2016-03-20), JP, ISSN: 0004623321 *

Cited By (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2019094191A (ja) * 2017-11-24 2019-06-20 株式会社富士通アドバンストエンジニアリング 棚割生成プログラム、棚割生成方法及び棚割生成装置
JP7024351B2 (ja) 2017-11-24 2022-02-24 富士通株式会社 棚割生成プログラム、棚割生成方法及び棚割生成装置
JP2021077018A (ja) * 2019-11-07 2021-05-20 東芝テック株式会社 点群データ処理装置
JP7393184B2 (ja) 2019-11-07 2023-12-06 東芝テック株式会社 点群データ処理装置
JP2022528022A (ja) * 2020-03-09 2022-06-08 ▲図▼▲霊▼通▲諾▼（北京）科技有限公司 スーパーマーケット商品棚上の商品の分析方法及びシステム
JP2021176215A (ja) * 2020-05-01 2021-11-04 キヤノン株式会社 画像処理装置、画像処理装置の制御方法及びプログラム
JP7497203B2 (ja) 2020-05-01 2024-06-10 キヤノン株式会社 画像処理装置、画像処理装置の制御方法及びプログラム
JP2023533747A (ja) * 2020-07-09 2023-08-04 ブルックハースト ガレージ インコーポレイテッド 保管サイトにおける自律的なロボット移動
JP7789390B2 (ja) 2020-07-09 2025-12-22 ブルックハースト ガレージ インコーポレイテッド 保管サイトにおける自律的なロボット移動
JP2022082274A (ja) * 2020-11-20 2022-06-01 オムロン株式会社 モバイルマニピュレータ、モバイルマニピュレータの制御方法、制御プログラム
WO2022107350A1 (ja) * 2020-11-20 2022-05-27 オムロン株式会社 モバイルマニピュレータ、モバイルマニピュレータの制御方法、制御プログラム
JP7563131B2 (ja) 2020-11-20 2024-10-08 オムロン株式会社 モバイルマニピュレータ、モバイルマニピュレータの制御方法、制御プログラム
KR20240003367A (ko) * 2022-06-30 2024-01-09 휴림네트웍스 주식회사 Rfid 리더기가 장착된 자율주행로봇을 이용한 물류관리 시스템 및 그 방법
KR102744274B1 (ko) 2022-06-30 2024-12-19 휴림네트웍스 주식회사 Rfid 리더기가 장착된 자율주행로봇을 이용한 물류관리 시스템 및 그 방법

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