JP7228671B2 - 深層学習に基づく店舗リアログラム - Google Patents

深層学習に基づく店舗リアログラム Download PDF

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JP7228671B2
JP7228671B2 JP2021504467A JP2021504467A JP7228671B2 JP 7228671 B2 JP7228671 B2 JP 7228671B2 JP 2021504467 A JP2021504467 A JP 2021504467A JP 2021504467 A JP2021504467 A JP 2021504467A JP 7228671 B2 JP7228671 B2 JP 7228671B2
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ジョーダン イー． フィッシャー，
ダニエル エル． フィシェッティ，
マイケル エス． サスワル，
ニコラス ジェイ． ロカスチオ，
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スタンダード コグニション コーポレーション
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
    • 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
    • G06N3/045—Combinations of networks
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    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
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    • G06N3/0464—Convolutional networks [CNN, ConvNet]
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    • 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
    • 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
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/107—Static hand or arm
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172—Classification, e.g. identification
    • G06V40/173—Classification, e.g. identification face re-identification, e.g. recognising unknown faces across different face tracks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/20—Movements or behaviour, e.g. gesture recognition
    • 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
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/06—Buying, selling or leasing transactions

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JP2021504467A 2018-07-26 2019-07-25 深層学習に基づく店舗リアログラム Active JP7228671B2 (ja)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201862703785P 2018-07-26 2018-07-26
US62/703,785 2018-07-26
US16/256,355 2019-01-24
US16/256,355 US10474991B2 (en) 2017-08-07 2019-01-24 Deep learning-based store realograms
PCT/US2019/043522 WO2020023798A1 (en) 2018-07-26 2019-07-25 Deep learning-based store realograms

Publications (4)

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JP2021533449A JP2021533449A (ja) 2021-12-02
JP2021533449A5 JP2021533449A5 (https=) 2022-07-28
JPWO2020023798A5 JPWO2020023798A5 (https=) 2022-07-28
JP7228671B2 true JP7228671B2 (ja) 2023-02-24

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EP (1) EP3827391A4 (https=)
JP (1) JP7228671B2 (https=)
CA (1) CA3107446A1 (https=)
TW (1) TWI779219B (https=)
WO (1) WO2020023798A1 (https=)

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US10474988B2 (en) 2017-08-07 2019-11-12 Standard Cognition, Corp. Predicting inventory events using foreground/background processing
US11023850B2 (en) 2017-08-07 2021-06-01 Standard Cognition, Corp. Realtime inventory location management using deep learning
US11250376B2 (en) 2017-08-07 2022-02-15 Standard Cognition, Corp Product correlation analysis using deep learning
US11200692B2 (en) 2017-08-07 2021-12-14 Standard Cognition, Corp Systems and methods to check-in shoppers in a cashier-less store
US10474991B2 (en) 2017-08-07 2019-11-12 Standard Cognition, Corp. Deep learning-based store realograms
US11232687B2 (en) 2017-08-07 2022-01-25 Standard Cognition, Corp Deep learning-based shopper statuses in a cashier-less store
US10853965B2 (en) 2017-08-07 2020-12-01 Standard Cognition, Corp Directional impression analysis using deep learning
US10650545B2 (en) 2017-08-07 2020-05-12 Standard Cognition, Corp. Systems and methods to check-in shoppers in a cashier-less store
US11232575B2 (en) 2019-04-18 2022-01-25 Standard Cognition, Corp Systems and methods for deep learning-based subject persistence
US12333739B2 (en) 2019-04-18 2025-06-17 Standard Cognition, Corp. Machine learning-based re-identification of shoppers in a cashier-less store for autonomous checkout
US11303853B2 (en) 2020-06-26 2022-04-12 Standard Cognition, Corp. Systems and methods for automated design of camera placement and cameras arrangements for autonomous checkout
US11361468B2 (en) 2020-06-26 2022-06-14 Standard Cognition, Corp. Systems and methods for automated recalibration of sensors for autonomous checkout
US12288294B2 (en) 2020-06-26 2025-04-29 Standard Cognition, Corp. Systems and methods for extrinsic calibration of sensors for autonomous checkout
CN113763113B (zh) * 2021-03-04 2024-07-16 北京沃东天骏信息技术有限公司 一种物品展示方法和装置
US12373971B2 (en) 2021-09-08 2025-07-29 Standard Cognition, Corp. Systems and methods for trigger-based updates to camograms for autonomous checkout in a cashier-less shopping
EP4293592B1 (en) * 2022-06-16 2026-04-01 Tata Consultancy Services Limited Method and system for facilitating planogram compliance for inventory management
TWI852732B (zh) * 2023-08-17 2024-08-11 正美企業股份有限公司 門市防呆置物方法

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WO2015033577A1 (ja) 2013-09-06 2015-03-12 日本電気株式会社 顧客行動分析システム、顧客行動分析方法、非一時的なコンピュータ可読媒体及び棚システム
WO2015040661A1 (ja) 2013-09-19 2015-03-26 パナソニック インテレクチュアル プロパティ コーポレーション オブ アメリカ 情報端末にマーチャンダイジング情報を表示させる制御方法
WO2015173869A1 (ja) 2014-05-12 2015-11-19 富士通株式会社 商品情報出力方法、商品情報出力プログラムおよび制御装置
WO2017163909A1 (ja) 2016-03-22 2017-09-28 日本電気株式会社 画像表示装置、画像表示システム、画像表示方法及びプログラム

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US10474991B2 (en) * 2017-08-07 2019-11-12 Standard Cognition, Corp. Deep learning-based store realograms

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WO2015033577A1 (ja) 2013-09-06 2015-03-12 日本電気株式会社 顧客行動分析システム、顧客行動分析方法、非一時的なコンピュータ可読媒体及び棚システム
WO2015040661A1 (ja) 2013-09-19 2015-03-26 パナソニック インテレクチュアル プロパティ コーポレーション オブ アメリカ 情報端末にマーチャンダイジング情報を表示させる制御方法
WO2015173869A1 (ja) 2014-05-12 2015-11-19 富士通株式会社 商品情報出力方法、商品情報出力プログラムおよび制御装置
WO2017163909A1 (ja) 2016-03-22 2017-09-28 日本電気株式会社 画像表示装置、画像表示システム、画像表示方法及びプログラム

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EP3827391A4 (en) 2022-04-06
TW202013240A (zh) 2020-04-01
WO2020023798A1 (en) 2020-01-30
EP3827391A1 (en) 2021-06-02
TWI779219B (zh) 2022-10-01
CA3107446A1 (en) 2020-01-30
JP2021533449A (ja) 2021-12-02

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