WO2002025613A2 - Video surveillance for vending machines - Google Patents

Video surveillance for vending machines Download PDF

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Publication number
WO2002025613A2
WO2002025613A2 PCT/IB2001/001964 IB0101964W WO0225613A2 WO 2002025613 A2 WO2002025613 A2 WO 2002025613A2 IB 0101964 W IB0101964 W IB 0101964W WO 0225613 A2 WO0225613 A2 WO 0225613A2
Authority
WO
WIPO (PCT)
Prior art keywords
sale
equipment according
point
diagnostic system
control centre
Prior art date
Application number
PCT/IB2001/001964
Other languages
French (fr)
Other versions
WO2002025613A3 (en
Inventor
Giovanni Carapelli
Original Assignee
Gilbarco S.P.A.
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Gilbarco S.P.A. filed Critical Gilbarco S.P.A.
Priority to AU2001294134A priority Critical patent/AU2001294134A1/en
Publication of WO2002025613A2 publication Critical patent/WO2002025613A2/en
Publication of WO2002025613A3 publication Critical patent/WO2002025613A3/en

Links

Classifications

    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B13/00—Burglar, theft or intruder alarms
    • G08B13/18—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength
    • G08B13/189—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems
    • G08B13/194—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems
    • G08B13/196—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems using television cameras
    • G08B13/19697—Arrangements wherein non-video detectors generate an alarm themselves
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07F—COIN-FREED OR LIKE APPARATUS
    • G07F19/00—Complete banking systems; Coded card-freed arrangements adapted for dispensing or receiving monies or the like and posting such transactions to existing accounts, e.g. automatic teller machines
    • G07F19/20—Automatic teller machines [ATMs]
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07F—COIN-FREED OR LIKE APPARATUS
    • G07F19/00—Complete banking systems; Coded card-freed arrangements adapted for dispensing or receiving monies or the like and posting such transactions to existing accounts, e.g. automatic teller machines
    • G07F19/20—Automatic teller machines [ATMs]
    • G07F19/207—Surveillance aspects at ATMs
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07G—REGISTERING THE RECEIPT OF CASH, VALUABLES, OR TOKENS
    • G07G3/00—Alarm indicators, e.g. bells
    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B13/00—Burglar, theft or intruder alarms
    • G08B13/18—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength
    • G08B13/189—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems
    • G08B13/194—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems
    • G08B13/196—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems using television cameras
    • G08B13/19639—Details of the system layout
    • G08B13/19645—Multiple cameras, each having view on one of a plurality of scenes, e.g. multiple cameras for multi-room surveillance or for tracking an object by view hand-over
    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B13/00—Burglar, theft or intruder alarms
    • G08B13/18—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength
    • G08B13/189—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems
    • G08B13/194—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems
    • G08B13/196—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems using television cameras
    • G08B13/19654—Details concerning communication with a camera
    • G08B13/19658—Telephone systems used to communicate with a camera, e.g. PSTN, GSM, POTS

Definitions

  • the present invention relates to video equipment for diagnosis of the correct operation of points of sale, such as automatic dispensers of goods or services.
  • the invention relates to automatic fuel dispensers.
  • the known equipment is limited to surveillance functions in which, following a fraudulent act, a video camera can take pictures of the perpetrators of the act and, if necessary, transmit the acquired images to a remote control centre.
  • This equipment cannot be used to perform a true diagnosis, and cannot interact with the control system of the point of sale.
  • a first object of the present invention is to overcome the drawbacks and limits of the known systems, by providing video equipment in which the video camera (or cameras) can interact with the diagnostic system in an active way and support it in all functions in which the observation of the environment is useful for the maintenance of the correct operating condition.
  • a second object is to provide video equipment capable of transmitting information content to the diagnostic system of the point of sale in such a way that the latter interprets the received information and can intervene appropriately and take any necessary action.
  • the video equipment for diagnosis of automatic points of sale comprises at least one sensor S1-Sn and at least one digital video camera DVC1-DVCn, preferably incorporated in the point of sale and connected by suitable interfaces of a known type to the diagnostic system of the point of sale and to a control centre CTR.
  • the diagnostic system of the point of sale PV consists of a microprocessor unit ⁇ P, running diagnostic software which is "intelligent", in other words capable of detecting events and making choices accordingly to maintain the correct operation of the system or to prevent problems.
  • the sensors S1-Sn can be presence sensors, gas detectors, temperature sensors or any other sensors of external events related to the operation of the machine;
  • the video cameras DVC are of the digital type, or are provided with analogue- digital converters.
  • each point of sale PV is also connected to a network NET, for example the Internet
  • a remote control centre CTR which is also connected to the network and is provided with a database DB, containing, for example, the identification data of the different points of sale, the codes of possible events covered by the diagnosis, and any other useful information.
  • the link between PV and the network is protected by a protocol for encrypting the transmitted data.
  • the diagrams of the attached figures also show lights L1-Ln which can optionally be provided to improve the efficiency of image acquisition by the DVC cameras.
  • one or more of the sensors S1-Sn detects an event, for example an attempted theft, or the presence of a fire, or failure to comply with predetermined conditions external to the point of sale, and sends information on this to the diagnostic system of the point of sale.
  • an event for example an attempted theft, or the presence of a fire, or failure to comply with predetermined conditions external to the point of sale.
  • the diagnostic system acting on the basis of its diagnostic program, interprets the event and switches on, or does not switch on, the video camera or cameras which are related to such events because of their location, together with any corresponding lights Li.
  • the video camera or cameras which are switched on capture one or more images and transmit them to the control centre CTR of the point of sale, which gives instructions for the corrective and/or preventive actions to be taken.
  • control centre can be inside the point of sale and can be integrated with the diagnostic system, or can be in a position remote from the point of sale.
  • the acquired images are then transferred directly from the point of sale to the control centre CTR together with any other information related to the event (for example an event code, or user data present at the point of sale at the time in question, such as the number of any credit card used for the transaction), and the control centre gives instructions for the necessary action to be taken for the operation of the point of sale in question.
  • the control system of the point of sale is provided with image processing and recognition software, which enables the image received from the video cameras to be associated with data contained in a database of the point of sale for checking purposes.
  • the image of a user who has been detected as possibly attempting a fraudulent act against the point of sale can be compared with a database of images of "trusted" customers, and then a decision can be taken as to whether or not to switch on an alarm.
  • one of the sensors is sensitive to the presence of fire; this sensor consists of an infrared video camera, and can therefore act as both a sensor and a video camera.
  • the links between the sensors, the video cameras, and the point of sale can be of the wireless type (for example, bidirectional links using BluetoothTM technology), and the link between the point of sale and the remote control centre can also consist of a wireless link (using a cellular network, for example), possibly enabled for Internet protocol transmission.

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Alarm Systems (AREA)
  • Control Of Vending Devices And Auxiliary Devices For Vending Devices (AREA)

Abstract

Equipment for diagnosis of automatic points of sale (PV) provided with a system for diagnosis of operation, comprising: at least one sensor (S1-Sn) for detecting external events and for signalling the detected event or events to the diagnostic system of the point of sale; means (DVC1-DVCn) for digital acquisition of images related to the detected event, these means being switched on by a command from the diagnostic system and connected to a control centre (CVR) for the transmission of the acquired images to the latter.

Description

VIDEO EQUIPMENT FOR THE DIAGNOSIS OF AUTOMATIC POINTS OF SALE
OF GOODS AND/OR SERVICES
Technical field
The present invention relates to video equipment for diagnosis of the correct operation of points of sale, such as automatic dispensers of goods or services.
In particular, the invention relates to automatic fuel dispensers.
Prior art
Various types of video equipment associated with automatic points of sale or dispensing points for goods (such as Bancomat® cash dispensers) are known at present.
However, the known equipment is limited to surveillance functions in which, following a fraudulent act, a video camera can take pictures of the perpetrators of the act and, if necessary, transmit the acquired images to a remote control centre.
This equipment, however, cannot be used to perform a true diagnosis, and cannot interact with the control system of the point of sale.
Consequently there is a manifest need for video equipment which can provide assistance to the diagnostic system of an automatic point of sale.
Object of the invention
A first object of the present invention is to overcome the drawbacks and limits of the known systems, by providing video equipment in which the video camera (or cameras) can interact with the diagnostic system in an active way and support it in all functions in which the observation of the environment is useful for the maintenance of the correct operating condition.
A second object is to provide video equipment capable of transmitting information content to the diagnostic system of the point of sale in such a way that the latter interprets the received information and can intervene appropriately and take any necessary action.
Summery of the invention
To achieve these objects, equipment has been devised according to the invention, as claimed in the attached main claims.
Further characteristics are claimed in the secondary claims.
List of drawings The advantages which are achieved will be made clear by the following description and by the attached drawings, provided by way of example and without restrictive intent, in which:
- Figure 1 shows a diagram of the equipment; - Figure 2 shows a second embodiment of the equipment. Detailed description
With reference to the attached drawings, in a preferred embodiment the video equipment for diagnosis of automatic points of sale comprises at least one sensor S1-Sn and at least one digital video camera DVC1-DVCn, preferably incorporated in the point of sale and connected by suitable interfaces of a known type to the diagnostic system of the point of sale and to a control centre CTR. Preferably, the diagnostic system of the point of sale PV consists of a microprocessor unit μP, running diagnostic software which is "intelligent", in other words capable of detecting events and making choices accordingly to maintain the correct operation of the system or to prevent problems. By way of example,
- the sensors S1-Sn can be presence sensors, gas detectors, temperature sensors or any other sensors of external events related to the operation of the machine;
- the video cameras DVC are of the digital type, or are provided with analogue- digital converters.
In the case of a complex system provided with a plurality of points of sale (Fig. 2), each point of sale PV is also connected to a network NET, for example the Internet
(preferably via what is known as a virtual private network or "VPN"), and to a remote control centre CTR, which is also connected to the network and is provided with a database DB, containing, for example, the identification data of the different points of sale, the codes of possible events covered by the diagnosis, and any other useful information.
In a preferred embodiment, the link between PV and the network is protected by a protocol for encrypting the transmitted data. The diagrams of the attached figures also show lights L1-Ln which can optionally be provided to improve the efficiency of image acquisition by the DVC cameras.
In operation, one or more of the sensors S1-Sn detects an event, for example an attempted theft, or the presence of a fire, or failure to comply with predetermined conditions external to the point of sale, and sends information on this to the diagnostic system of the point of sale.
The diagnostic system, acting on the basis of its diagnostic program, interprets the event and switches on, or does not switch on, the video camera or cameras which are related to such events because of their location, together with any corresponding lights Li.
The video camera or cameras which are switched on capture one or more images and transmit them to the control centre CTR of the point of sale, which gives instructions for the corrective and/or preventive actions to be taken.
Advantageously, depending on the application of the equipment, the control centre can be inside the point of sale and can be integrated with the diagnostic system, or can be in a position remote from the point of sale.
The acquired images are then transferred directly from the point of sale to the control centre CTR together with any other information related to the event (for example an event code, or user data present at the point of sale at the time in question, such as the number of any credit card used for the transaction), and the control centre gives instructions for the necessary action to be taken for the operation of the point of sale in question. In a further embodiment, the control system of the point of sale is provided with image processing and recognition software, which enables the image received from the video cameras to be associated with data contained in a database of the point of sale for checking purposes.
For example, the image of a user who has been detected as possibly attempting a fraudulent act against the point of sale can be compared with a database of images of "trusted" customers, and then a decision can be taken as to whether or not to switch on an alarm.
In this application, the use of neural algorithms for biometric identification can be particularly effective. In a particularly advantageous solution for fuel dispensers, one of the sensors is sensitive to the presence of fire; this sensor consists of an infrared video camera, and can therefore act as both a sensor and a video camera. Additionally, in a further technical solution, the links between the sensors, the video cameras, and the point of sale can be of the wireless type (for example, bidirectional links using Bluetooth™ technology), and the link between the point of sale and the remote control centre can also consist of a wireless link (using a cellular network, for example), possibly enabled for Internet protocol transmission. The present invention has been described with reference to preferred embodiments, but it is to be understood that equivalent modifications can be made without departure from the scope of protection provided by the present industrial patent.

Claims

I . Equipment for diagnosis of automatic points of sale (PV) provided with a system for diagnosis of operation, characterized in that it comprises:
- at least one sensor (S1-Sn) for detecting external events and for signalling the detected event or events to the diagnostic system of the point of sale;
- means (DVC1-DVCn) for digital acquisition of images related to the detected event, these means being switched on by a command from the diagnostic system and connected to a control centre (CVR) for the transmission of the acquired images to the latter.
2. Equipment according to Claim 1, in which said acquisition means consist of digital video cameras interfaced with said diagnostic system and with said control centre.
3. Equipment according to Claim 2, in which at least one video camera (DVC) is an infrared video camera with a temperature sensor function.
4. Equipment according to Claim 1 , in which said sensors comprise presence sensors, gas sensors, and temperature sensors interfaced with said diagnostic system.
5. Equipment according to Claim 1 , in which said diagnostic system consists of a microprocessor unit which can execute a program for diagnosing the operation of the automatic point of sale.
6. Equipment according to Claim 1 , in which said control centre is inside said point of sale and is integrated with said diagnostic system.
7. Equipment according to Claim 1 , in which said point of sale is connected to a remote control centre.
8. Equipment according to Claim 7, in which the images are transmitted by modem to said remote control centre.
9. Equipment according to Claim 7, in which said point of sale is connected to said remote centre via the Internet.
10. Equipment according to Claim 5, in which said microprocessor unit of the point of sale can process algorithms for processing and recognition of the acquired image in relation to comparison data contained in a database.
I I . Equipment according to Claim 10, in which said algorithms are neural algorithms.
12. Equipment according to Claim 1 , in which said acquisition means and/or said sensors are connected to the point of sale by a bi-directional wireless link.
13. Equipment according to Claim 7, in which said control centre is connected to said point of sale by a wireless link.
14. Equipment according to Claim 13, in which said wireless link consists of a cellular telephone network.
15. Equipment according to Claim 14, in which said link is enabled for the transmission of Internet protocols between said point of sale and said remote centre.
PCT/IB2001/001964 2000-09-01 2001-09-03 Video surveillance for vending machines WO2002025613A2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
AU2001294134A AU2001294134A1 (en) 2000-09-01 2001-09-03 Video equipment for the diagnosis of automatic points of sale of goods and/or services

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
IT2000FI000186A IT1315046B1 (en) 2000-09-01 2000-09-01 VIDEO APPARATUS FOR DIAGNOSTICS OF AUTOMATIC POINTS OF SALE OF GOODS / OR SERVICES.
ITFI2000A000186 2000-09-01

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WO2002025613A2 true WO2002025613A2 (en) 2002-03-28
WO2002025613A3 WO2002025613A3 (en) 2002-06-13

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AU (1) AU2001294134A1 (en)
IT (1) IT1315046B1 (en)
WO (1) WO2002025613A2 (en)

Cited By (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1577856A1 (en) * 2004-03-18 2005-09-21 Ncr International Inc. A self-service terminal
WO2017052684A1 (en) * 2015-09-21 2017-03-30 ecoATM, Inc. Methods and systems for recording interactions with a system for purchasing mobile phones and other electronic devices
US9885672B2 (en) 2016-06-08 2018-02-06 ecoATM, Inc. Methods and systems for detecting screen covers on electronic devices
US9911102B2 (en) 2014-10-02 2018-03-06 ecoATM, Inc. Application for device evaluation and other processes associated with device recycling
US10127647B2 (en) 2016-04-15 2018-11-13 Ecoatm, Llc Methods and systems for detecting cracks in electronic devices
US10269110B2 (en) 2016-06-28 2019-04-23 Ecoatm, Llc Methods and systems for detecting cracks in illuminated electronic device screens
US10417615B2 (en) 2014-10-31 2019-09-17 Ecoatm, Llc Systems and methods for recycling consumer electronic devices
US10445708B2 (en) 2014-10-03 2019-10-15 Ecoatm, Llc System for electrically testing mobile devices at a consumer-operated kiosk, and associated devices and methods
US10475002B2 (en) 2014-10-02 2019-11-12 Ecoatm, Llc Wireless-enabled kiosk for recycling consumer devices
US10572946B2 (en) 2014-10-31 2020-02-25 Ecoatm, Llc Methods and systems for facilitating processes associated with insurance services and/or other services for electronic devices
US10860990B2 (en) 2014-11-06 2020-12-08 Ecoatm, Llc Methods and systems for evaluating and recycling electronic devices
US11010841B2 (en) 2008-10-02 2021-05-18 Ecoatm, Llc Kiosk for recycling electronic devices
US11080672B2 (en) 2014-12-12 2021-08-03 Ecoatm, Llc Systems and methods for recycling consumer electronic devices
US11080662B2 (en) 2008-10-02 2021-08-03 Ecoatm, Llc Secondary market and vending system for devices
US11462868B2 (en) 2019-02-12 2022-10-04 Ecoatm, Llc Connector carrier for electronic device kiosk
US11482067B2 (en) 2019-02-12 2022-10-25 Ecoatm, Llc Kiosk for evaluating and purchasing used electronic devices
US11526932B2 (en) 2008-10-02 2022-12-13 Ecoatm, Llc Kiosks for evaluating and purchasing used electronic devices and related technology
US11798250B2 (en) 2019-02-18 2023-10-24 Ecoatm, Llc Neural network based physical condition evaluation of electronic devices, and associated systems and methods
US11922467B2 (en) 2020-08-17 2024-03-05 ecoATM, Inc. Evaluating an electronic device using optical character recognition
US11989710B2 (en) 2018-12-19 2024-05-21 Ecoatm, Llc Systems and methods for vending and/or purchasing mobile phones and other electronic devices

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Cited By (29)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1577856A1 (en) * 2004-03-18 2005-09-21 Ncr International Inc. A self-service terminal
US7451919B2 (en) 2004-03-18 2008-11-18 Ncr Corporation Self-service terminal
US11526932B2 (en) 2008-10-02 2022-12-13 Ecoatm, Llc Kiosks for evaluating and purchasing used electronic devices and related technology
US11010841B2 (en) 2008-10-02 2021-05-18 Ecoatm, Llc Kiosk for recycling electronic devices
US11080662B2 (en) 2008-10-02 2021-08-03 Ecoatm, Llc Secondary market and vending system for devices
US10475002B2 (en) 2014-10-02 2019-11-12 Ecoatm, Llc Wireless-enabled kiosk for recycling consumer devices
US11734654B2 (en) 2014-10-02 2023-08-22 Ecoatm, Llc Wireless-enabled kiosk for recycling consumer devices
US9911102B2 (en) 2014-10-02 2018-03-06 ecoATM, Inc. Application for device evaluation and other processes associated with device recycling
US10438174B2 (en) 2014-10-02 2019-10-08 Ecoatm, Llc Application for device evaluation and other processes associated with device recycling
US11126973B2 (en) 2014-10-02 2021-09-21 Ecoatm, Llc Wireless-enabled kiosk for recycling consumer devices
US10445708B2 (en) 2014-10-03 2019-10-15 Ecoatm, Llc System for electrically testing mobile devices at a consumer-operated kiosk, and associated devices and methods
US11989701B2 (en) 2014-10-03 2024-05-21 Ecoatm, Llc System for electrically testing mobile devices at a consumer-operated kiosk, and associated devices and methods
US10572946B2 (en) 2014-10-31 2020-02-25 Ecoatm, Llc Methods and systems for facilitating processes associated with insurance services and/or other services for electronic devices
US10417615B2 (en) 2014-10-31 2019-09-17 Ecoatm, Llc Systems and methods for recycling consumer electronic devices
US10860990B2 (en) 2014-11-06 2020-12-08 Ecoatm, Llc Methods and systems for evaluating and recycling electronic devices
US11080672B2 (en) 2014-12-12 2021-08-03 Ecoatm, Llc Systems and methods for recycling consumer electronic devices
US11315093B2 (en) 2014-12-12 2022-04-26 Ecoatm, Llc Systems and methods for recycling consumer electronic devices
WO2017052684A1 (en) * 2015-09-21 2017-03-30 ecoATM, Inc. Methods and systems for recording interactions with a system for purchasing mobile phones and other electronic devices
US10127647B2 (en) 2016-04-15 2018-11-13 Ecoatm, Llc Methods and systems for detecting cracks in electronic devices
US9885672B2 (en) 2016-06-08 2018-02-06 ecoATM, Inc. Methods and systems for detecting screen covers on electronic devices
US10909673B2 (en) 2016-06-28 2021-02-02 Ecoatm, Llc Methods and systems for detecting cracks in illuminated electronic device screens
US11803954B2 (en) 2016-06-28 2023-10-31 Ecoatm, Llc Methods and systems for detecting cracks in illuminated electronic device screens
US10269110B2 (en) 2016-06-28 2019-04-23 Ecoatm, Llc Methods and systems for detecting cracks in illuminated electronic device screens
US11989710B2 (en) 2018-12-19 2024-05-21 Ecoatm, Llc Systems and methods for vending and/or purchasing mobile phones and other electronic devices
US11462868B2 (en) 2019-02-12 2022-10-04 Ecoatm, Llc Connector carrier for electronic device kiosk
US11482067B2 (en) 2019-02-12 2022-10-25 Ecoatm, Llc Kiosk for evaluating and purchasing used electronic devices
US11843206B2 (en) 2019-02-12 2023-12-12 Ecoatm, Llc Connector carrier for electronic device kiosk
US11798250B2 (en) 2019-02-18 2023-10-24 Ecoatm, Llc Neural network based physical condition evaluation of electronic devices, and associated systems and methods
US11922467B2 (en) 2020-08-17 2024-03-05 ecoATM, Inc. Evaluating an electronic device using optical character recognition

Also Published As

Publication number Publication date
ITFI20000186A0 (en) 2000-09-01
ITFI20000186A1 (en) 2002-03-01
WO2002025613A3 (en) 2002-06-13
IT1315046B1 (en) 2003-01-27
AU2001294134A1 (en) 2002-04-02

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