MX364903B - Procedimiento y sistema de comprobación del cumplimiento de un planograma basado en análisis visual. - Google Patents
Procedimiento y sistema de comprobación del cumplimiento de un planograma basado en análisis visual.Info
- Publication number
- MX364903B MX364903B MX2016006266A MX2016006266A MX364903B MX 364903 B MX364903 B MX 364903B MX 2016006266 A MX2016006266 A MX 2016006266A MX 2016006266 A MX2016006266 A MX 2016006266A MX 364903 B MX364903 B MX 364903B
- Authority
- MX
- Mexico
- Prior art keywords
- shelf image
- rectified
- rows
- image
- shelf
- Prior art date
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
Landscapes
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Economics (AREA)
- Strategic Management (AREA)
- Development Economics (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Marketing (AREA)
- Entrepreneurship & Innovation (AREA)
- General Business, Economics & Management (AREA)
- Finance (AREA)
- Accounting & Taxation (AREA)
- Operations Research (AREA)
- Human Resources & Organizations (AREA)
- Tourism & Hospitality (AREA)
- Quality & Reliability (AREA)
- Game Theory and Decision Science (AREA)
- Data Mining & Analysis (AREA)
- Bioinformatics & Cheminformatics (AREA)
- General Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Bioinformatics & Computational Biology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- Image Analysis (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Se proporcionan un procedimiento y un sistema de comprobación del cumplimiento de un planograma basado en el análisis visual. El presente procedimiento y sistema comprende la adquisición de una imagen de la estantería del producto, la identificación de una región de interés (ROI) de la al menos una imagen de la estantería del producto, la extracción de una rectificación de distorsión de la perspectiva de la ROI identificada para generar una imagen de la estantería rectificada, aplicar un mapa de imagen basado en la distancia de Hausdroff para la estimación de la ocupación en las imágenes de la estantería extrayendo una o más filas de la imagen de la estantería rectificada en el que la imagen de la estantería rectificada comprende una pluralidad de particiones de fila horizontal, y derivando una información de recuento y de ubicación del producto para cada una de las una o más filas extraídas en base a las filas extraídas y la estimación de la ocupación.
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
IN1927MU2015 | 2015-05-16 |
Publications (2)
Publication Number | Publication Date |
---|---|
MX2016006266A MX2016006266A (es) | 2017-02-22 |
MX364903B true MX364903B (es) | 2019-05-10 |
Family
ID=55969025
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
MX2016006266A MX364903B (es) | 2015-05-16 | 2016-05-13 | Procedimiento y sistema de comprobación del cumplimiento de un planograma basado en análisis visual. |
Country Status (6)
Country | Link |
---|---|
US (1) | US10885493B2 (es) |
EP (1) | EP3096271A1 (es) |
JP (1) | JP6313806B2 (es) |
AU (1) | AU2016203180B2 (es) |
CA (1) | CA2930190C (es) |
MX (1) | MX364903B (es) |
Families Citing this family (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP5866542B1 (ja) * | 2014-10-28 | 2016-02-17 | パナソニックIpマネジメント株式会社 | 施設管理支援装置、施設管理支援システムおよび施設管理支援方法 |
US10438165B2 (en) * | 2017-03-07 | 2019-10-08 | Ricoh Company, Ltd. | Planogram generation |
US10643177B2 (en) * | 2017-03-21 | 2020-05-05 | Kellogg Company | Determining product placement compliance |
US10726273B2 (en) * | 2017-05-01 | 2020-07-28 | Symbol Technologies, Llc | Method and apparatus for shelf feature and object placement detection from shelf images |
JP6440043B1 (ja) * | 2017-06-27 | 2018-12-19 | 株式会社マーケットヴィジョン | 商品特定システム |
FR3071341B1 (fr) * | 2017-09-19 | 2019-09-20 | Ses-Imagotag | Procede mis en oeuvre par camera de controle de disposition d'articles pour des etageres equipees d'etiquettes electroniques de gondole |
CN108038826B (zh) * | 2017-12-28 | 2021-12-07 | 上海小零网络科技有限公司 | 透视变形的搁架图像的校正方法和装置 |
CN110375752B (zh) * | 2018-08-29 | 2021-12-07 | 北京京东乾石科技有限公司 | 一种生成导航点的方法和装置 |
CN109409292B (zh) * | 2018-10-26 | 2021-09-03 | 西安电子科技大学 | 基于精细化特征优化提取的异源图像匹配方法 |
US11461734B2 (en) * | 2019-06-13 | 2022-10-04 | Kyndryl, Inc. | Sensor based product arrangement |
CN111579933A (zh) * | 2020-06-03 | 2020-08-25 | 武汉理工大学 | 一种基于Hausdroff算法的配电网故障区段定位方法 |
US20230289695A1 (en) * | 2022-03-09 | 2023-09-14 | Ncr Corporation | Data-driven prescriptive recommendations |
Family Cites Families (26)
Publication number | Priority date | Publication date | Assignee | Title |
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US5999653A (en) * | 1996-01-19 | 1999-12-07 | Xerox Corporation | Fast techniques for searching images using the Hausdorff distance |
FR2857771B1 (fr) * | 2003-07-17 | 2005-09-23 | Thales Sa | Systeme d'identification automatique de cibles |
US8732025B2 (en) * | 2005-05-09 | 2014-05-20 | Google Inc. | System and method for enabling image recognition and searching of remote content on display |
US20100171826A1 (en) | 2006-04-12 | 2010-07-08 | Store Eyes, Inc. | Method for measuring retail display and compliance |
US7693757B2 (en) * | 2006-09-21 | 2010-04-06 | International Business Machines Corporation | System and method for performing inventory using a mobile inventory robot |
US7949568B2 (en) | 2007-08-31 | 2011-05-24 | Accenture Global Services Limited | Determination of product display parameters based on image processing |
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 |
CA2720217C (en) | 2010-04-08 | 2016-03-29 | Accenture Global Services Limited | Digital point-of-sale analyzer |
JP2013229058A (ja) * | 2010-08-23 | 2013-11-07 | Toshiba Tec Corp | 店舗システムおよびプログラム |
WO2012073421A1 (ja) * | 2010-11-29 | 2012-06-07 | パナソニック株式会社 | 画像分類装置、画像分類方法、プログラム、記録媒体、集積回路、モデル作成装置 |
US9805331B2 (en) * | 2011-02-09 | 2017-10-31 | Deutsche Telekom Ag | Smartphone-based asset management system |
US9785898B2 (en) * | 2011-06-20 | 2017-10-10 | Hi-Tech Solutions Ltd. | System and method for identifying retail products and determining retail product arrangements |
US9367770B2 (en) * | 2011-08-30 | 2016-06-14 | Digimarc Corporation | Methods and arrangements for identifying objects |
JP5483629B2 (ja) * | 2012-02-29 | 2014-05-07 | 東芝テック株式会社 | 情報処理装置、店舗システム及びプログラム |
WO2013151553A1 (en) * | 2012-04-05 | 2013-10-10 | Intel Corporation | Method and apparatus for managing product placement on store shelf |
US8941645B2 (en) | 2012-05-11 | 2015-01-27 | Dassault Systemes | Comparing virtual and real images in a shopping experience |
US9418352B2 (en) | 2012-06-29 | 2016-08-16 | Intel Corporation | Image-augmented inventory management and wayfinding |
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 |
JP6236825B2 (ja) * | 2013-03-26 | 2017-11-29 | 日本電気株式会社 | 自動販売機の販売商品認識装置及び販売商品認識方法、並びにコンピュータ・プログラム |
JP6151562B2 (ja) * | 2013-05-24 | 2017-06-21 | 株式会社ブレイン | 物品識別システムとそのプログラム |
JP6160243B2 (ja) * | 2013-05-27 | 2017-07-12 | 日本電気株式会社 | 検出装置、検出方法及び検出プログラム |
JP2015011588A (ja) * | 2013-06-28 | 2015-01-19 | キヤノン株式会社 | 画像処理装置、画像処理方法 |
US20150046299A1 (en) | 2013-08-12 | 2015-02-12 | Sap Ag | Inventory Assessment with Mobile Devices |
WO2015123647A1 (en) * | 2014-02-14 | 2015-08-20 | Nant Holdings Ip, Llc | Object ingestion through canonical shapes, systems and methods |
US9483704B2 (en) * | 2014-12-10 | 2016-11-01 | Ricoh Co., Ltd. | Realogram scene analysis of images: superpixel scene analysis |
-
2016
- 2016-05-13 MX MX2016006266A patent/MX364903B/es active IP Right Grant
- 2016-05-13 US US15/154,337 patent/US10885493B2/en active Active
- 2016-05-13 CA CA2930190A patent/CA2930190C/en active Active
- 2016-05-13 EP EP16169591.1A patent/EP3096271A1/en not_active Ceased
- 2016-05-16 JP JP2016097724A patent/JP6313806B2/ja active Active
- 2016-05-16 AU AU2016203180A patent/AU2016203180B2/en active Active
Also Published As
Publication number | Publication date |
---|---|
CA2930190A1 (en) | 2016-11-16 |
US20160335590A1 (en) | 2016-11-17 |
US10885493B2 (en) | 2021-01-05 |
MX2016006266A (es) | 2017-02-22 |
JP2017004505A (ja) | 2017-01-05 |
EP3096271A1 (en) | 2016-11-23 |
JP6313806B2 (ja) | 2018-04-18 |
CA2930190C (en) | 2019-09-24 |
AU2016203180A1 (en) | 2016-12-01 |
AU2016203180B2 (en) | 2021-05-20 |
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