SYSTEMS, DEVICES AND METHODS FOR MONITORING MODULAR COMPLIANCE IN A SHOPPING SPACE

• US 20160260148A1
• Filed: 03/04/2016
• Published: 09/08/2016
• Est. Priority Date: 03/06/2015
• Status: Active Grant

• Current Assignee: Walmart Apollo, LLC (WalMart Inc.)
• Original Assignee: Wal-Mart Stores Texas LLC (WalMart Inc.)
• Inventors: High, Donald R., Atchley, Michael D., Winkle, David C.
• Granted Patent: US 10,549,969 B2
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: A47F 10/04 for storing or handling self-service hand-carts or baskets
• CPC Class Codes: A47F 13/00 Shop or like accessories devices for drawing-off and cutting paper from a roll B65H; movably-mounted ladders E06C9/06
• CPC Class Codes: A47F 2010/005 using RFID elements
• CPC Class Codes: A47F 2010/025 using stock management systems
• CPC Class Codes: A47F 3/08 with arrangements for continuously or intermittently moving the merchandise
• CPC Class Codes: A47L 11/4011 Regulation of the cleaning machine by electric means; Control systems and remote control systems therefor
• CPC Class Codes: A47L 2201/04 Automatic control of the travelling movement; Automatic obstacle detection
• CPC Class Codes: B07C 2501/0045 Return vending of articles, e.g. bottles
• CPC Class Codes: B07C 2501/0054 Sorting of waste or refuse
• CPC Class Codes: B07C 2501/0063 Using robots
• CPC Class Codes: B07C 5/28 using electrical control means
• CPC Class Codes: B07C 5/3422 using video scanning devices, e.g. TV-cameras
• CPC Class Codes: B60L 53/36 by positioning the vehicle
• CPC Class Codes: B60L 53/63 in response to network capacity
• CPC Class Codes: B60P 3/06 for carrying vehicles B60P3/12 takes precedence; caravans, camping, or like vehicles with vehicle-carrying means B60P3/36
• CPC Class Codes: B60Y 2410/10 Housings
• CPC Class Codes: B62B 5/0026 Propulsion aids
• CPC Class Codes: B62B 5/0069 Control
• CPC Class Codes: B62B 5/0076 Remotely controlled
• CPC Class Codes: B65F 2210/168 Sensing means
• CPC Class Codes: B65F 3/00 : Vehicles particularly adapted for collecting refuse vehicles in general B60; driving vehicle equipment or auxiliaries B60K; discharging contents by tilting entire vehicles B65G; wheeled apparatus for emptying sewers or cesspools E03F7/10
• CPC Class Codes: B66F 9/063 : Automatically guided
• CPC Class Codes: E01H 5/061 : by scraper blades
• CPC Class Codes: E01H 5/12 : Apparatus or implements specially adapted for breaking, disintegrating, or loosening layers of ice or hard snow with or without clearing or removing E01H5/10 takes precedence; Roughening ice or hard snow by means of tools by means of gritting materials E01H10/00; roughening or breaking-up pavements E01C23/08, E01C23/12
• CPC Class Codes: G01C 21/206 : specially adapted for indoor navigation
• CPC Class Codes: G01S 1/02 : using radio waves G01S19/00 takes precedence
• CPC Class Codes: G01S 1/70 : using electromagnetic waves other than radio waves
• CPC Class Codes: G01S 1/7034 : Mounting or deployment thereof
• CPC Class Codes: G01S 1/7038 : Signal details
• CPC Class Codes: G01S 1/72 : using ultrasonic, sonic or infrasonic waves
• CPC Class Codes: G01S 2201/02 : Indoor positioning, e.g. in covered car-parks, mining facilities, warehouses
• CPC Class Codes: G05B 19/048 : Monitoring; Safety
• CPC Class Codes: G05B 19/124 : using tapes, cards or discs with optically sensed marks or codes G05B19/128, G05B19/14 take precedence
• CPC Class Codes: G05B 2219/23363 : Barcode
• CPC Class Codes: G05B 2219/39107 : Pick up article, object, measure, test it during motion path, place it
• CPC Class Codes: G05D 1/0011 : associated with a remote control arrangement
• CPC Class Codes: G05D 1/0016 : characterised by the operator's input device input arrangements for computing systems in general G06F3/00
• CPC Class Codes: G05D 1/0022 : characterised by the communication link data switching networks in general H04L12/00
• CPC Class Codes: G05D 1/0027 : involving a plurality of vehicles, e.g. fleet or convoy travelling fleet control of land vehicles from a control room G05D1/0297; traffic control systems for road vehicles G08G1/00; for marine craft G08G3/00; for aircraft G08G5/00
• CPC Class Codes: G05D 1/0061 : for transition from automatic pilot to manual pilot and vice versa
• CPC Class Codes: G05D 1/0088 : characterized by the autonomous decision making process, e.g. artificial intelligence, predefined behaviours using knowledge based models G06N5/00
• CPC Class Codes: G05D 1/021 : specially adapted to land vehicles
• CPC Class Codes: G05D 1/0214 : in accordance with safety or protection criteria, e.g. avoiding hazardous areas monitoring the location of vehicles within a certain area, e.g. forbidden or allowed areas, in traffic control systems for road vehicles G08G1/13
• CPC Class Codes: G05D 1/0219 : ensuring the processing of the whole working surface
• CPC Class Codes: G05D 1/0234 : using optical markers or beacons optical beacons per se G01S1/70
• CPC Class Codes: G05D 1/0246 : using a video camera in combination with image processing means
• CPC Class Codes: G05D 1/0255 : using acoustic signals, e.g. ultra-sonic singals sonar systems designed for anti-collision purposes G01S15/93
• CPC Class Codes: G05D 1/0276 : using signals provided by a source external to the vehicle involving a plurality of vehicles G05D1/0287; automatically controlling vehicle speed responsive to externally generated signals B60K31/0058
• CPC Class Codes: G05D 1/028 : using a RF signal
• CPC Class Codes: G05D 1/0289 : with means for avoiding collisions between vehicles vehicle fittings for automatically controlling speed including means for detecting potential obstacles B60K31/0008; avoiding obstacles by action on the steering system B62D; radar, sonar, lidar systems designed for anti-collision purposes G01S13/93, G01S15/93, G01S17/93
• CPC Class Codes: G05D 1/0291 : Fleet control monitoring fleets in traffic control systems for road vehicles G08G1/127, G08G1/127
• CPC Class Codes: G05D 1/0293 : Convoy travelling
• CPC Class Codes: G05D 1/0297 : by controlling means in a control room
• CPC Class Codes: G05D 1/04 : Control of altitude or depth
• CPC Class Codes: G06F 16/90335 : Query processing
• CPC Class Codes: G06F 18/214 : Generating training patterns; Bootstrap methods, e.g. bagging or boosting
• CPC Class Codes: G06F 21/606 : by securing the transmission between two devices or processes
• CPC Class Codes: G06F 3/017 : Gesture based interaction, e.g. based on a set of recognized hand gestures interaction based on gestures traced on a digitiser G06F3/04883
• CPC Class Codes: G06K 7/10297 : arrangements for handling protocols designed for non-contact record carriers such as RFIDs NFCs, e.g. ISO/IEC 14443 and 18092 cryptographic protocols H04L9/00; network security protocols H04L63/00; real-time communication protocols in data switching networks H04L65/00; network protocols for data switching network services H04L67/00
• CPC Class Codes: G06K 7/10821 : further details of bar or optical code scanning devices
• CPC Class Codes: G06K 7/1413 : 1D bar codes
• CPC Class Codes: G06Q 10/02 : Reservations, e.g. for tickets, services or events
• CPC Class Codes: G06Q 10/0631 : Resource planning, allocation, distributing or scheduling for enterprises or organisations
• CPC Class Codes: G06Q 10/06311 : Scheduling, planning or task assignment for a person or group
• CPC Class Codes: G06Q 10/06315 : Needs-based resource requirements planning or analysis
• CPC Class Codes: G06Q 10/08 : Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
• CPC Class Codes: G06Q 10/083 : Shipping
• CPC Class Codes: G06Q 10/087 : Inventory or stock management, e.g. order filling, procurement or balancing against orders
• CPC Class Codes: G06Q 10/1095 : Meeting or appointment
• CPC Class Codes: G06Q 10/30 : Administration of product recycling or disposal
• CPC Class Codes: G06Q 20/12 : specially adapted for electronic shopping systems
• CPC Class Codes: G06Q 30/016 : After-sales
• CPC Class Codes: G06Q 30/0281 : Customer communication at a business location, e.g. providing product or service information, consulting
• CPC Class Codes: G06Q 30/0601 : Electronic shopping [e-shopping]
• CPC Class Codes: G06Q 30/0605 : Supply or demand aggregation
• CPC Class Codes: G06Q 30/0613 : Third-party assisted
• CPC Class Codes: G06Q 30/0617 : Representative agent
• CPC Class Codes: G06Q 30/0619 : Neutral agent
• CPC Class Codes: G06Q 30/0631 : Item recommendations
• CPC Class Codes: G06Q 30/0633 : Lists, e.g. purchase orders, compilation or processing
• CPC Class Codes: G06Q 30/0635 : Processing of requisition or of purchase orders
• CPC Class Codes: G06Q 30/0639 : Item locations
• CPC Class Codes: G06Q 30/0641 : Shopping interfaces
• CPC Class Codes: G06Q 50/40 : Business processes related to the transportation industry shipping G06Q10/083
• CPC Class Codes: G06T 2207/10028 : Range image; Depth image; 3D point clouds
• CPC Class Codes: G06T 7/593 : from stereo images
• CPC Class Codes: G06T 7/74 : involving reference images or patches
• CPC Class Codes: G06V 20/20 : in augmented reality scenes
• CPC Class Codes: G06V 20/40 : in video content extracting overlay text G06V20/62; video retrieval G06F16/70; processing of video elementary streams in video servers H04N21/234; processing of video elementary streams in video clients H04N21/44
• CPC Class Codes: G06V 20/44 : Event detection
• CPC Class Codes: G06V 20/52 : Surveillance or monitoring of activities, e.g. for recognising suspicious objects recognising microscopic objects G06V20/69
• CPC Class Codes: G06V 20/56 : exterior to a vehicle by using sensors mounted on the vehicle
• CPC Class Codes: G06V 20/58 : Recognition of moving objects or obstacles, e.g. vehicles or pedestrians; Recognition of traffic objects, e.g. traffic signs, traffic lights or roads
• CPC Class Codes: G06V 20/647 : by matching two-dimensional images to three-dimensional objects
• CPC Class Codes: G06V 30/224 : of printed characters having additional code marks or containing code marks
• CPC Class Codes: G08G 1/20 : Monitoring the location of vehicles belonging to a group, e.g. fleet of vehicles, countable or determined number of vehicles
• CPC Class Codes: G10L 13/00 : Speech synthesis; Text to speech systems
• CPC Class Codes: G10L 15/22 : Procedures used during a speech recognition process, e.g. man-machine dialogue
• CPC Class Codes: G10L 17/22 : Interactive procedures; Man-machine interfaces
• CPC Class Codes: G10L 2015/223 : Execution procedure of a spoken command
• CPC Class Codes: H02J 7/00034 : Charger exchanging data with an electronic device, i.e. telephone, whose internal battery is under charge
• CPC Class Codes: H02J 7/0013 : acting upon several batteries simultaneously or sequentially H02J7/1423 takes precedence
• CPC Class Codes: H02J 7/0071 : with a programmable schedule
• CPC Class Codes: H04B 1/38 : Transceivers, i.e. devices in which transmitter and receiver form a structural unit and in which at least one part is used for functions of transmitting and receiving
• CPC Class Codes: H04B 10/116 : Visible light communication
• CPC Class Codes: H04L 63/06 : for supporting key management in a packet data network cryptographic mechanisms or cryptographic arrangements for key management H04L9/08
• CPC Class Codes: H04L 63/08 : for authentication of entities cryptographic mechanisms or cryptographic arrangements for entity authentication H04L9/32
• CPC Class Codes: H04L 63/0846 : using time-dependent-passwords, e.g. periodically changing passwords
• CPC Class Codes: H04L 67/12 : specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
• CPC Class Codes: H04L 67/141 : Setup of application sessions admission control or resource allocation in data switching networks H04L47/70
• CPC Class Codes: H04L 67/143 : Termination or inactivation of sessions, e.g. event-controlled end of session
• CPC Class Codes: H04N 13/282 : for generating image signals corresponding to three or more geometrical viewpoints, e.g. multi-view systems
• CPC Class Codes: H04N 5/77 : between a recording apparatus and a television camera
• CPC Class Codes: H04N 7/18 : Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
• CPC Class Codes: H04N 7/183 : for receiving images from a single remote source
• CPC Class Codes: H04N 7/185 : from a mobile camera, e.g. for remote control
• CPC Class Codes: H04W 4/02 : Services making use of location information
• CPC Class Codes: H04W 4/021 : Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
• CPC Class Codes: H04W 4/029 : Location-based management or tracking services
• CPC Class Codes: H04W 4/30 : Services specially adapted for particular environments, situations or purposes
• CPC Class Codes: H04W 4/33 : for indoor environments, e.g. buildings
• CPC Class Codes: H04W 4/40 : for vehicles, e.g. vehicle-to-pedestrians [V2P]
• CPC Class Codes: H04W 4/80 : Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication
• CPC Class Codes: Y02P 90/02 : Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
• CPC Class Codes: Y02T 10/70 : Energy storage systems for electromobility, e.g. batteries
• CPC Class Codes: Y02T 10/7072 : Electromobility specific charging systems or methods for batteries, ultracapacitors, supercapacitors or double-layer capacitors
• CPC Class Codes: Y02T 90/12 : Electric charging stations
• CPC Class Codes: Y02W 30/82 : Recycling of waste of electrical or electronic equipment [WEEE]
• CPC Class Codes: Y02W 90/00 : Enabling technologies or technologies with a potential or indirect contribution to greenhouse gas [GHG] emissions mitigation
• CPC Class Codes: Y02W 90/10 : Bio-packaging, e.g. packing containers made from renewable resources or bio-plastics
• CPC Class Codes: Y04S 10/50 : Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
• CPC Class Codes: Y10S 901/01 : Mobile robot

Abstract

Systems, apparatuses, and methods for modular compliance monitoring are provided. A system for monitoring modular compliance in a shopping space includes an image capture device, a baseline condition database, and a control circuit coupled to the image capture device and the baseline condition database. The control circuit being configured to obtain, from the image capture device, one or more images of a display module in the shopping space, retrieve, from the baseline condition database, a baseline condition model for a display space corresponding to the display module, and compare the one or more images of the display module in the shopping space and the baseline condition model to determine a modular compliance status for the display module.

Claims

1. A method for monitoring modular compliance in a shopping space comprising:

obtaining, from an image capture device, one or more images of a display module in the shopping space;

retrieving, from a baseline condition database, a baseline condition model for a display space corresponding to the display module;

comparing, with a control circuit, the one or more images of the display module in the shopping space and the baseline condition model; and

determining, with the control circuit, a modular compliance status of the display module based on the comparing.

2. The method of claim 1, wherein the baseline condition model is a three-dimensional model.

3. The method of claim 1, wherein the baseline condition model is based on images of a standard display module different from the display module in the shopping space.

4. The method of claim 1, wherein the image capture device comprises a camera attached to and operated by a motorized transport unit communicating with the control circuit.

5. The method of claim 1, further comprising:

performing image analysis on the one or more images of the display module to determine one or more of;

item placement, signage placement, signage content, price label content, item quantity, item expiration date, and display area cleanliness.

6. The method of claim 1, wherein the determining of the modular compliance status is based on comparing one or more of:

item placement, signage placement, signage content, price label content, item quantity, item expiration date, and display area cleanliness in the one or more images of the display module with information in the baseline condition model.

7. The method of claim 1, wherein the retrieving of the baseline condition model is based on scanning an optically readable code on the display module.

8. The method of claim 1, further comprising:

collecting additional information relating to the display module, the additional information comprises one or more of;

environmental temperature, barcode scan, radio-frequency identification (RFID) tag scan, and surrounding area condition;

wherein the determining of the modular compliance status is further based the additional information.

9. The method of claim 1, further comprising:

determining a follow-up task assignment based on the modular compliance status of the display module.

10. The method of claim 9, wherein the determining of the modular compliance status of the display module comprises determining a modular compliance score and the follow-up task assignment is selected based at least on the modular compliance score.

11. A system for monitoring modular compliance in a shopping space comprising:

an image capture device;

a baseline condition database; and

a control circuit coupled to the image capture device and the baseline condition database, the control circuit being configured to;

obtain, from the image capture device, one or more images of a display module in the shopping space;

retrieve, from the baseline condition database, a baseline condition model for a display space corresponding to the display module; and

compare the one or more images of the display module in the shopping space and the baseline condition model to determine a modular compliance status for the display module.

12. The system of claim 11, wherein the baseline condition model is a three-dimensional model.

13. The system of claim 11, wherein the baseline condition model is based on images of a standard display module different from the display module in the shopping space.

14. The system of claim 11, wherein the image capture device comprises a camera attached to and operated by a motorized transport unit.

15. The system of claim 11, the control circuit is further configured to:

perform image analysis on the one or more images of the display module to determine one or more of;

item placement, signage placement, signage content, price label content, item quantity, item expiration date, and display area cleanliness.

16. The system of claim 11, wherein the modular compliance status is determined based on comparing one or more of:

item placement, signage placement, signage content, price label content, item quantity, item expiration date, and display area cleanliness in the one or more images of the display module with information in the baseline condition model.

17. The system of claim 11, wherein the retrieving of the baseline condition model is based on scanning an optically readable code on the display module.

18. The system of claim 11, wherein the control circuit is further configured to:

collect additional information relating to the display module, the additional information comprises one or more of;

environmental temperature, barcode scan, radio-frequency identification (RFID) tag scan, and surrounding area condition;

wherein the modular compliance status is determined further based the additional information.

19. The system of claim 11, wherein the control circuit is further configured to:

determine a follow-up task assignment based on the modular compliance status of the display module.

20. The system of claim 19, wherein the modular compliance status comprises a modular compliance score and the follow-up task assignment is selected based at least on the modular compliance score.

21. An apparatus for monitoring modular compliance in a shopping space comprising:

a non-transitory storage medium storing a set of computer readable instructions; and

a control circuit configured to execute the set of computer readable instructions which causes the control circuit to;

obtain, from an image capture device, one or more images of a display module in the shopping space;

retrieve, from a baseline condition database, a baseline condition model for a display space corresponding to the display module;

compare the one or more images of the display module in the shopping space and the baseline condition model; and

determine a modular compliance status of the display module based on the comparison.