EP1872307A4 - Method and apparatus for detecting suspicious activity using video analysis - Google Patents

Method and apparatus for detecting suspicious activity using video analysis

Info

Publication number
EP1872307A4
EP1872307A4 EP06749003A EP06749003A EP1872307A4 EP 1872307 A4 EP1872307 A4 EP 1872307A4 EP 06749003 A EP06749003 A EP 06749003A EP 06749003 A EP06749003 A EP 06749003A EP 1872307 A4 EP1872307 A4 EP 1872307A4
Authority
EP
European Patent Office
Prior art keywords
video analysis
suspicious activity
detecting suspicious
detecting
activity
Prior art date
Legal status (The legal status 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 status listed.)
Ceased
Application number
EP06749003A
Other languages
German (de)
French (fr)
Other versions
EP1872307A2 (en
Inventor
Malay Kundu
Vikram Srinivasan
Joshua Migdal
Xiaowei Chen
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
NCR Voyix Corp
Original Assignee
Stoplift Inc
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 Stoplift Inc filed Critical Stoplift Inc
Publication of EP1872307A2 publication Critical patent/EP1872307A2/en
Publication of EP1872307A4 publication Critical patent/EP1872307A4/en
Ceased legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07G—REGISTERING THE RECEIPT OF CASH, VALUABLES, OR TOKENS
    • G07G1/00—Cash registers
    • 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
    • G07G3/003—Anti-theft control
    • 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
    • G08B13/19602—Image analysis to detect motion of the intruder, e.g. by frame subtraction
    • G08B13/19604—Image analysis to detect motion of the intruder, e.g. by frame subtraction involving reference image or background adaptation with time to compensate for changing conditions, e.g. reference image update on detection of light level change

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Finance (AREA)
  • Accounting & Taxation (AREA)
  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Alarm Systems (AREA)
  • Image Analysis (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Burglar Alarm Systems (AREA)
  • Studio Devices (AREA)
EP06749003A 2005-03-29 2006-03-29 Method and apparatus for detecting suspicious activity using video analysis Ceased EP1872307A4 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US66608105P 2005-03-29 2005-03-29
PCT/US2006/011853 WO2006105376A2 (en) 2005-03-29 2006-03-29 Method and apparatus for detecting suspicious activity using video analysis

Publications (2)

Publication Number Publication Date
EP1872307A2 EP1872307A2 (en) 2008-01-02
EP1872307A4 true EP1872307A4 (en) 2012-10-03

Family

ID=37054165

Family Applications (1)

Application Number Title Priority Date Filing Date
EP06749003A Ceased EP1872307A4 (en) 2005-03-29 2006-03-29 Method and apparatus for detecting suspicious activity using video analysis

Country Status (4)

Country Link
EP (1) EP1872307A4 (en)
JP (1) JP5054670B2 (en)
CN (1) CN101268478B (en)
WO (1) WO2006105376A2 (en)

Families Citing this family (58)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102006049454A1 (en) * 2006-10-17 2008-04-24 Wolfgang Krieger Method and device for identifying objects tagged with RFID transponders
NZ563215A (en) * 2007-11-06 2009-03-31 Zenith Asset Man Ltd A method of monitoring product identification and apparatus therefor
JP5188840B2 (en) * 2008-02-29 2013-04-24 綜合警備保障株式会社 Security device and update method
US9299229B2 (en) 2008-10-31 2016-03-29 Toshiba Global Commerce Solutions Holdings Corporation Detecting primitive events at checkout
US7962365B2 (en) 2008-10-31 2011-06-14 International Business Machines Corporation Using detailed process information at a point of sale
US8345101B2 (en) 2008-10-31 2013-01-01 International Business Machines Corporation Automatically calibrating regions of interest for video surveillance
US8612286B2 (en) 2008-10-31 2013-12-17 International Business Machines Corporation Creating a training tool
US8429016B2 (en) 2008-10-31 2013-04-23 International Business Machines Corporation Generating an alert based on absence of a given person in a transaction
US8253831B2 (en) 2008-11-29 2012-08-28 International Business Machines Corporation Location-aware event detection
US8165349B2 (en) 2008-11-29 2012-04-24 International Business Machines Corporation Analyzing repetitive sequential events
US8571298B2 (en) * 2008-12-23 2013-10-29 Datalogic ADC, Inc. Method and apparatus for identifying and tallying objects
JP5540622B2 (en) * 2009-09-16 2014-07-02 セイコーエプソン株式会社 Receipt printer, receipt printer control method and program
US20110063108A1 (en) * 2009-09-16 2011-03-17 Seiko Epson Corporation Store Surveillance System, Alarm Device, Control Method for a Store Surveillance System, and a Program
JP5540621B2 (en) * 2009-09-16 2014-07-02 セイコーエプソン株式会社 Receipt printer, receipt printer control method and program
US20110087535A1 (en) * 2009-10-14 2011-04-14 Seiko Epson Corporation Information processing device, information processing system, control method for an information processing device, and a program
US8259175B2 (en) 2010-02-01 2012-09-04 International Business Machines Corporation Optimizing video stream processing
CA3060189C (en) * 2011-05-12 2021-09-21 Solink Corporation Video analytics system
US8740085B2 (en) 2012-02-10 2014-06-03 Honeywell International Inc. System having imaging assembly for use in output of image data
CN102881100B (en) * 2012-08-24 2017-07-07 济南纳维信息技术有限公司 Entity StoreFront anti-thefting monitoring method based on video analysis
EP2936461A1 (en) * 2012-12-21 2015-10-28 Joshua Migdal Verification of fraudulent activities at a selfcheckout terminal
DE102012224394A1 (en) * 2012-12-27 2014-07-03 Siemens Aktiengesellschaft Distance-based control of display abstraction and interaction mode
CN105518755A (en) * 2013-09-06 2016-04-20 日本电气株式会社 Security system, security method, and non-temporary computer-readable medium
US20160203499A1 (en) * 2013-09-06 2016-07-14 Nec Corporation Customer behavior analysis system, customer behavior analysis method, non-transitory computer readable medium, and shelf system
US9361775B2 (en) * 2013-09-25 2016-06-07 Oncam Global, Inc. Mobile terminal security systems
CN104464152B (en) * 2014-12-12 2016-09-14 成都理工大学 Based on recognition of face and the antitheft system for valuables of RFID and theft preventing method thereof
JP6447234B2 (en) * 2015-02-26 2019-01-09 沖電気工業株式会社 Terminal monitoring apparatus, terminal monitoring method and program
JP6573361B2 (en) * 2015-03-16 2019-09-11 キヤノン株式会社 Image processing apparatus, image processing system, image processing method, and computer program
JP6648408B2 (en) * 2015-03-23 2020-02-14 日本電気株式会社 Product registration device, program, and control method
JP6310885B2 (en) * 2015-05-29 2018-04-11 東芝テック株式会社 Product information processing device
EP3100648B1 (en) * 2015-06-03 2022-08-31 Wincor Nixdorf International GmbH Device and method for identifying and tracking an object
JP6286394B2 (en) * 2015-07-24 2018-02-28 セコム株式会社 Image surveillance system
CN106558061A (en) * 2015-09-29 2017-04-05 上海悠络客电子科技有限公司 A kind of cash register loss prevention method and system based on cloud computing
JP6585475B2 (en) * 2015-11-16 2019-10-02 東芝テック株式会社 Checkout device and program
JP6283806B2 (en) * 2016-06-01 2018-02-28 サインポスト株式会社 Information processing system
CN105915857A (en) * 2016-06-13 2016-08-31 南京亿猫信息技术有限公司 Monitoring system and monitoring method for supermarket shopping cart
JP2018041255A (en) 2016-09-07 2018-03-15 東芝テック株式会社 Self-checkout device and program
CN106503641B (en) * 2016-10-18 2019-06-07 上海众恒信息产业股份有限公司 Computer-aided decision support System and analysis method
CN106683294A (en) * 2016-12-14 2017-05-17 深圳市易捷通科技股份有限公司 Cashier equipment and cashier scheme with retail cashier antitheft and loss prevention functions
CN106845382A (en) * 2017-01-16 2017-06-13 广州广电物业管理有限公司 A kind of task management method based on video identification, apparatus and system
US10650365B2 (en) 2017-06-02 2020-05-12 Visa International Service Association Automated point of sale system
CN112184205B (en) * 2017-08-25 2024-01-05 创新先进技术有限公司 Method, device and system for detecting whether user steals article or not and intelligent device
CN107944384B (en) * 2017-11-21 2021-08-20 天地伟业技术有限公司 Delivered object behavior detection method based on video
CN108109293B (en) * 2018-01-03 2021-01-29 深圳正品创想科技有限公司 Commodity anti-theft settlement method and device and electronic equipment
CN110866429B (en) 2018-08-28 2024-03-08 阿里巴巴集团控股有限公司 Missing scanning identification method, device, self-service cashing terminal and system
JP7199928B2 (en) * 2018-11-14 2023-01-06 日立チャネルソリューションズ株式会社 CASH CENTER MONITORING SYSTEM AND METHOD
CN109711334B (en) * 2018-12-26 2021-02-05 浙江捷尚视觉科技股份有限公司 ATM trailing event detection method based on space-time optical flow field
EP3686770A1 (en) * 2019-01-22 2020-07-29 Everseen Limited Method and apparatus for anomaly detection in self-checkout retail environments
WO2021072699A1 (en) * 2019-10-17 2021-04-22 Shenzhen Malong Technologies Co., Ltd. Irregular scan detection for retail systems
US20200388116A1 (en) * 2019-06-06 2020-12-10 Hewlett Packard Enterprise Development Lp Internet of automated teller machine
JP7238208B2 (en) * 2019-09-06 2023-03-13 エバーシーン リミテッド Distributed Computing System for Centralized Video Processing
JP7444454B2 (en) 2019-10-11 2024-03-06 日本電気株式会社 Product registration system, product registration device, control method for product registration device, and program
TWI715244B (en) * 2019-10-14 2021-01-01 新煒科技有限公司 Article anti-theft method, device, computer device and storage medium
WO2021140483A1 (en) * 2020-01-10 2021-07-15 Everseen Limited System and method for detecting scan and non-scan events in a self check out process
CN113496191B (en) * 2020-04-01 2024-06-14 杭州海康威视数字技术股份有限公司 Rule configuration method and system, server and terminal
CN111723702B (en) * 2020-06-08 2024-02-27 苏州工业职业技术学院 Data monitoring method, device and payment system
JP7318753B2 (en) * 2021-06-30 2023-08-01 富士通株式会社 Information processing program, information processing method, and information processing apparatus
US20230005267A1 (en) * 2021-06-30 2023-01-05 Fujitsu Limited Computer-readable recording medium, fraud detection method, and fraud detection apparatus
US11687519B2 (en) 2021-08-11 2023-06-27 T-Mobile Usa, Inc. Ensuring availability and integrity of a database across geographical regions

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2161631A (en) * 1984-07-09 1986-01-15 Checkrobot Inc System for security processing of retailed articles
US5083638A (en) * 1990-09-18 1992-01-28 Howard Schneider Automated point-of-sale machine
EP0672993A2 (en) * 1994-03-07 1995-09-20 Jeffrey M. Novak Automated apparatus and method for object recognition
WO1995029470A1 (en) * 1994-04-25 1995-11-02 Barry Katz Asynchronous video event and transaction data multiplexing technique for surveillance systems
EP0843293A2 (en) * 1996-11-13 1998-05-20 Ncr International Inc. System and method for obtaining prices for items

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5745036A (en) * 1996-09-12 1998-04-28 Checkpoint Systems, Inc. Electronic article security system for store which uses intelligent security tags and transaction data
JP2004310172A (en) * 2003-04-02 2004-11-04 Shinano Kenshi Co Ltd Antitheft system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2161631A (en) * 1984-07-09 1986-01-15 Checkrobot Inc System for security processing of retailed articles
US5083638A (en) * 1990-09-18 1992-01-28 Howard Schneider Automated point-of-sale machine
EP0672993A2 (en) * 1994-03-07 1995-09-20 Jeffrey M. Novak Automated apparatus and method for object recognition
WO1995029470A1 (en) * 1994-04-25 1995-11-02 Barry Katz Asynchronous video event and transaction data multiplexing technique for surveillance systems
EP0843293A2 (en) * 1996-11-13 1998-05-20 Ncr International Inc. System and method for obtaining prices for items

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of WO2006105376A2 *

Also Published As

Publication number Publication date
JP5054670B2 (en) 2012-10-24
WO2006105376A3 (en) 2007-12-21
CN101268478B (en) 2012-08-15
JP2008538030A (en) 2008-10-02
WO2006105376A2 (en) 2006-10-05
CN101268478A (en) 2008-09-17
EP1872307A2 (en) 2008-01-02

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