Nothing Special   »   [go: up one dir, main page]

CN111341040A - Financial self-service equipment and management system thereof - Google Patents

Financial self-service equipment and management system thereof Download PDF

Info

Publication number
CN111341040A
CN111341040A CN202010232716.XA CN202010232716A CN111341040A CN 111341040 A CN111341040 A CN 111341040A CN 202010232716 A CN202010232716 A CN 202010232716A CN 111341040 A CN111341040 A CN 111341040A
Authority
CN
China
Prior art keywords
module
personnel
atm
card
financial self
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.)
Pending
Application number
CN202010232716.XA
Other languages
Chinese (zh)
Inventor
龚奕
丛培华
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.)
Jiangxi Vocational College of Finance and Economics
Original Assignee
Jiangxi Vocational College of Finance and Economics
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 Jiangxi Vocational College of Finance and Economics filed Critical Jiangxi Vocational College of Finance and Economics
Priority to CN202010232716.XA priority Critical patent/CN111341040A/en
Publication of CN111341040A publication Critical patent/CN111341040A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07FCOIN-FREED OR LIKE APPARATUS
    • G07F19/00Complete 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
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172Classification, e.g. identification
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07DHANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D11/00Devices accepting coins; Devices accepting, dispensing, sorting or counting valuable papers
    • G07D11/10Mechanical details

Landscapes

  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Human Computer Interaction (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • General Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Accounting & Taxation (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Finance (AREA)
  • Financial Or Insurance-Related Operations Such As Payment And Settlement (AREA)
  • Control Of Vending Devices And Auxiliary Devices For Vending Devices (AREA)

Abstract

The invention discloses financial self-service equipment and a management system thereof.A visual sensor is arranged on the front side wall of the upper end of an ATM cabinet body of the financial self-service equipment and is used for recording personnel activity videos; an infrared light curtain group is installed in a password input frame of the ATM cabinet body and used for inputting hand actions; carrying in a control chip: the personnel action recognition module is used for recognizing personnel actions according to the input personnel activity video, and when the recognized personnel actions fall into a preset danger threshold, the early warning module and/or the identity authentication interface pop-up module is started; the hand action recognition module is used for recognizing hand actions according to the input hand action data, and when recognized hand action results fall into a preset danger threshold, the early warning module is started. The invention realizes the collection of human behaviors through the visual sensor and the infrared light curtain, can quickly identify illegal behaviors and greatly improves the safety.

Description

Financial self-service equipment and management system thereof
Technical Field
The invention relates to the field of finance, in particular to a financial self-service terminal and a management system thereof.
Background
The financial self-service terminal is an electronic device for self-service of customers, has the functions of withdrawing money, transferring accounts, inquiring balance, repaying credit cards, recharging by mobile phones and the like, and is a novel bank computer terminal. The financial self-service terminal can be used for day and night service in 24 hours, is operated by self, is convenient and quick, and is widely applied to various banks
The existing financial self-service terminals all have the following problems:
1. a device for illegally acquiring input information is additionally arranged on the surface layer of the password keyboard area, and a client transaction password is stolen, so that the economic loss of the client is caused, and the technical problem that the safety of the financial self-service terminal is greatly reduced is caused;
2. a lawbreaker sleeves an illegal bank card reading device which can falsely and truly read the information of the bank card outside the card inserting device of the financial self-service terminal, thereby leading to the technical problem of card holder loss;
3. there is no card-taking reminding function.
Disclosure of Invention
In order to solve the problems, the invention provides financial self-service equipment and a management system thereof.
In order to achieve the purpose, the invention adopts the technical scheme that:
a financial self-service device comprises an ATM body and a control chip embedded in the ATM cabinet body, wherein a visual sensor is mounted on the front side wall of the upper end of the ATM cabinet body and used for recording personnel activity videos; an infrared light curtain group is installed in the password input frame of the ATM cabinet body and used for inputting hand actions; the control chip carries:
the personnel action recognition module is used for recognizing personnel actions according to the input personnel activity video, and when the recognized personnel actions fall into a preset danger threshold, the early warning module and/or the identity authentication interface pop-up module is started;
the hand action recognition module is used for recognizing hand actions according to the input hand action data, and when the recognized hand action result falls into a preset danger threshold, the early warning module is started;
and the identity authentication interface popup module is used for outputting a corresponding identity authentication interface according to the recognition result of the personnel action recognition module and requiring the user to perform identity authentication corresponding to the identity.
Further, the personnel action recognition module comprises a face recognition module and an action recognition module, the personnel recognition module is used for inputting face data and realizing the evaluation of the face data, when the input face data does not meet the rules, namely, when a shielding object exists, the identity authentication interface pop-up module pops up to require and guide personnel to pick up the corresponding shielding object, after the personnel pick up the shielding object, a 'confirmation' key is clicked, and the face recognition module is restarted to carry out face recognition; the motion recognition module obtains human body depth information and skeleton information through kinect depth sensor data, based on the skeleton information filtering module, the shake and noise interference of skeleton information obtained through lock elimination are calculated, then the angular rotation movement SO3 matrix information of all skeleton pairs is obtained through calculation, finally the calculated angular rotation movement SO3 matrix information of the skeleton pairs is compared with recorded dangerous attitude information, if the difference is smaller than a certain threshold, danger is considered, and otherwise safety is considered.
The card-spitting mechanism is used for collecting the posture data of the card-spitting mechanism, so that the judgment of whether the card-spitting operation occurs is realized.
And the system further comprises a three-dimensional digital compass carried on the protective pavilion door of the ATM, and is used for realizing the acquisition of door opening actions, and when the control chip does not acquire card issuing operation data but acquires the door opening actions, the audio reminding module is started to remind people of carrying out card taking operation.
Further, the control chip is provided with:
and the card taking reminding module is started when the card swiping operation is acquired, and reminds people to take away the bank card in a mode of playing the card taking action by the voice playing and the display screen.
Further, an intelligent display screen is installed to ATM body upper end for realize the advertisement, the video of propaganda input.
The invention also provides a financial self-service equipment management system, which comprises a server, wherein the server internally carries:
the ATM machine working condition evaluation module is used for accessing working condition data of each ATM machine and realizing the evaluation of the working conditions;
the transaction record generation module is used for filling the human face image which meets the standard and is acquired by the visual sensor and the transaction information into a prefabricated latex template, and then compiling the template into a pdf report through a latex compiler to generate a corresponding transaction record;
the transaction record storage module is used for realizing encrypted storage of the transaction record based on a random encryption mode;
and the repair reporting module is used for generating a corresponding maintenance task when the evaluation result of the working condition of the ATM falls into a preset threshold, and sending the corresponding maintenance task to the corresponding management terminal for active repair reporting.
The invention has the following beneficial effects:
1) the collection of human behaviors is realized through the visual sensor and the infrared light curtain, the identification of illegal behaviors can be rapidly carried out, and the safety is greatly improved.
2) By inputting and auditing the face image, the traceability of each transaction record is realized, and the situation that the illegal partial steal card takes money is avoided.
3) The card taking reminding function is provided, so that the probability of the occurrence of the bank card leaving events can be reduced to a certain extent.
4) The automatic repair of the fault of the ATM is realized.
Drawings
Fig. 1 is a schematic structural diagram of a financial self-service device according to an embodiment of the present invention.
Fig. 2 is a system block diagram of a financial self-service device according to an embodiment of the present invention.
Fig. 3 is a system diagram of a financial self-service device management system according to an embodiment of the invention.
Detailed Description
In order that the objects and advantages of the invention will be more clearly understood, the invention is further described in detail below with reference to examples. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
As shown in fig. 1-2, an embodiment of the present invention provides a financial self-service device, including an ATM body and a control chip embedded in the ATM cabinet body, wherein a visual sensor is installed on a front side wall of an upper end of the ATM cabinet body for inputting a personal activity video; an infrared light curtain group is installed in the password input frame of the ATM cabinet body and used for inputting hand actions; the control chip is provided with the basic function module of the existing ATM, and is also internally loaded with:
the personnel action recognition module is used for recognizing personnel actions according to the input personnel activity video, and when the recognized personnel actions fall into a preset danger threshold, the early warning module and/or the identity authentication interface pop-up module is started;
the hand action recognition module is used for recognizing hand actions according to the input hand action data, and when the recognized hand action result falls into a preset danger threshold, the early warning module is started;
the identity authentication interface popup module is used for outputting a corresponding identity authentication interface according to the recognition result of the personnel action recognition module and requiring the user to perform identity authentication corresponding to the identity;
the card spitting operation acquisition module acquires attitude data of the card spitting mechanism through a three-dimensional attitude sensor carried on the card spitting mechanism, so that the judgment of whether card spitting operation occurs is realized.
The door opening action acquisition module is used for acquiring door opening actions through a three-dimensional digital compass carried on a protective pavilion door of the ATM, and when the control chip does not acquire card issuing operation data but acquires the door opening actions, the audio reminding module is started and is used for reminding people of carrying out card taking operation; it is worth noting that when door opening operation is collected but no personnel moving image is collected, the early warning module is started;
the card-taking reminding module is started when the card-spitting operation is collected, and reminds people to take away the bank card in a mode of playing the card-taking action by the cooperation of voice playing and a display screen;
and the central processing unit is used for coordinating the work of each module and receiving a control command from the server to realize the adjustment of the working state of each module.
In the embodiment, the personnel action recognition module comprises a face recognition module and an action recognition module, the personnel recognition module is used for inputting face data and realizing the evaluation of the face data, when the input face data does not meet the specification, namely, when a shielding object exists, the identity authentication interface pop-up module pops up to require and guide personnel to remove the corresponding shielding object, after the personnel remove the shielding object, a 'confirmation' key is clicked, and the face recognition module is restarted to carry out face recognition; the motion recognition module obtains human body depth information and skeleton information through kinect depth sensor data, based on the skeleton information filtering module, the shake and noise interference of skeleton information obtained through lock elimination are calculated, then the angular rotation movement SO3 matrix information of all skeleton pairs is obtained through calculation, finally the calculated angular rotation movement SO3 matrix information of the skeleton pairs is compared with recorded dangerous attitude information, if the difference is smaller than a certain threshold, danger is considered, and otherwise safety is considered.
In this embodiment, an intelligent display screen is installed to ATM body upper end for realize the advertisement, propagate video's input, intelligent display screen and ATM adopt independent circuit.
The invention also provides a financial self-service equipment management system, which comprises a server, as shown in fig. 3, the server internally carries:
the ATM machine working condition evaluation module is used for accessing working condition data of each ATM machine and realizing the evaluation of the working condition based on the BP neural network;
the transaction record generation module is used for filling the human face image which meets the standard and is acquired by the visual sensor and the transaction information into a prefabricated latex template, and then compiling the template into a pdf report through a latex compiler to generate a corresponding transaction record;
the transaction record storage module is used for realizing encrypted storage of the transaction record based on a random encryption mode;
the repair reporting module is used for generating a corresponding maintenance task when the evaluation result of the working condition of the ATM falls into a preset threshold, and sending the corresponding maintenance task to a corresponding management terminal for active repair reporting; and simultaneously displaying the corresponding fault code on an ATM display screen.
In this embodiment, the early warning module realizes early warning by adopting a short message automatic editing mode, and different early warning short message templates are adopted for different early warning reasons.
The foregoing is only a preferred embodiment of the present invention, and it should be noted that those skilled in the art can make various improvements and modifications without departing from the principle of the present invention, and these improvements and modifications should also be construed as the protection scope of the present invention.

Claims (7)

1. The financial self-service equipment comprises an ATM body and a control chip embedded in the ATM cabinet body, and is characterized in that a visual sensor is mounted on the front side wall of the upper end of the ATM cabinet body and used for recording personnel activity videos; an infrared light curtain group is installed in the password input frame of the ATM cabinet body and used for inputting hand actions; the control chip carries:
the personnel action recognition module is used for recognizing personnel actions according to the input personnel activity video, and when the recognized personnel actions fall into a preset danger threshold, the early warning module and/or the identity authentication interface pop-up module is started;
the hand action recognition module is used for recognizing hand actions according to the input hand action data, and when the recognized hand action result falls into a preset danger threshold, the early warning module is started;
and the identity authentication interface popup module is used for outputting a corresponding identity authentication interface according to the recognition result of the personnel action recognition module and requiring the user to perform identity authentication corresponding to the identity.
2. The financial self-service equipment as claimed in claim 1, wherein the personnel action recognition module comprises a face recognition module and an action recognition module, the personnel recognition module is used for inputting face data and realizing the evaluation of the face data, when the input face data is not in accordance with the specification, namely, when a shelter exists, the identity authentication interface pop-up module pops up to require and guide personnel to pick up the corresponding shelter, after the personnel pick up the shelter, a 'confirm' key is clicked, and the face recognition module is restarted to carry out face recognition; the motion recognition module obtains human body depth information and skeleton information through kinect depth sensor data, based on the skeleton information filtering module, the shake and noise interference of skeleton information obtained through lock elimination are calculated, then the angular rotation movement SO3 matrix information of all skeleton pairs is obtained through calculation, finally the calculated angular rotation movement SO3 matrix information of the skeleton pairs is compared with recorded dangerous attitude information, if the difference is smaller than a certain threshold, danger is considered, and otherwise safety is considered.
3. The financial self-service equipment as claimed in claim 1, further comprising a three-dimensional attitude sensor mounted on the card-issuing mechanism, and configured to collect attitude data of the card-issuing mechanism, so as to determine whether a card-issuing operation occurs.
4. The financial self-service equipment as claimed in claim 1, further comprising a three-dimensional digital compass carried on a protective booth door of the ATM for realizing the collection of door opening action, wherein when the control chip does not collect the card issuing operation data but collects the door opening action, the audio reminding module is started for reminding people to carry out card taking operation.
5. The financial self-service device as claimed in claim 1, wherein the control chip further comprises:
and the card taking reminding module is started when the card swiping operation is acquired, and reminds people to take away the bank card in a mode of playing the card taking action by the voice playing and the display screen.
6. The financial self-service device of claim 1, wherein an intelligent display screen is installed at the upper end of the ATM body and used for realizing advertisement and video publicity.
7. The financial self-service equipment management system comprises a server, and is characterized in that: the server internally loads:
the ATM machine working condition evaluation module is used for accessing working condition data of each ATM machine and realizing the evaluation of the working conditions;
the transaction record generation module is used for filling the human face image which meets the standard and is acquired by the visual sensor and the transaction information into a prefabricated latex template, and then compiling the template into a pdf report through a latex compiler to generate a corresponding transaction record;
the transaction record storage module is used for realizing encrypted storage of the transaction record based on a random encryption mode;
and the repair reporting module is used for generating a corresponding maintenance task when the evaluation result of the working condition of the ATM falls into a preset threshold, and sending the corresponding maintenance task to the corresponding management terminal for active repair reporting.
CN202010232716.XA 2020-03-28 2020-03-28 Financial self-service equipment and management system thereof Pending CN111341040A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010232716.XA CN111341040A (en) 2020-03-28 2020-03-28 Financial self-service equipment and management system thereof

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010232716.XA CN111341040A (en) 2020-03-28 2020-03-28 Financial self-service equipment and management system thereof

Publications (1)

Publication Number Publication Date
CN111341040A true CN111341040A (en) 2020-06-26

Family

ID=71187427

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202010232716.XA Pending CN111341040A (en) 2020-03-28 2020-03-28 Financial self-service equipment and management system thereof

Country Status (1)

Country Link
CN (1) CN111341040A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112134899A (en) * 2020-09-28 2020-12-25 嘉兴市嘉禾区块链技术研究院 Factory terminal control double identity authentication method based on vision and network security
CN115394018A (en) * 2022-08-29 2022-11-25 中国农业银行股份有限公司 Safety monitoring method and device for automatic equipment, self-service equipment and storage medium

Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101266704A (en) * 2008-04-24 2008-09-17 张宏志 ATM secure authentication and pre-alarming method based on face recognition
CN101609581A (en) * 2008-06-16 2009-12-23 云南正卓信息技术有限公司 The anomalous video warning device of ATM
CN101714279A (en) * 2009-12-15 2010-05-26 陈家辉 Intelligent protecting method for a self-service bank and an automatic teller machine
CN103258388A (en) * 2012-02-17 2013-08-21 日立(中国)研究开发有限公司 Automatic transaction device, server and method for predicting quantity demanded of cash
CN103337112A (en) * 2013-05-29 2013-10-02 梁楠 Automatic teller machine control system and control method based on facial image recognition
CN103426252A (en) * 2013-07-31 2013-12-04 张宾宾 Intelligent recognition system probe installation structure of ATM
CN205230202U (en) * 2015-09-22 2016-05-11 深圳先进技术研究院 ATM anti -theft system
CN105999670A (en) * 2016-05-31 2016-10-12 山东科技大学 Shadow-boxing movement judging and guiding system based on kinect and guiding method adopted by same
CN107403523A (en) * 2017-07-14 2017-11-28 深圳怡化电脑股份有限公司 Determination methods, device and the equipment of abnormal trading activity
CN108932799A (en) * 2018-06-22 2018-12-04 中国建设银行股份有限公司 Self-service device fault processing system and method, storage medium
CN109117893A (en) * 2018-08-28 2019-01-01 华中师范大学 A kind of action identification method and device based on human body attitude
CN208796382U (en) * 2018-05-23 2019-04-26 苏霞 A kind of ATM machine pulls out system with bank card leakproof
CN109686456A (en) * 2018-12-26 2019-04-26 博奥生物集团有限公司 A kind of accurate medication interpretation system and method for tumour
CN109729157A (en) * 2018-12-18 2019-05-07 维拓智能科技(深圳)有限公司 Self-aided terminal and its remote supervisory and upgrade method
CN208873200U (en) * 2018-10-29 2019-05-17 上海掌门科技有限公司 Entrance guard device
CN110287274A (en) * 2019-07-09 2019-09-27 东北电力大学 A kind of Power management information system
CN110472497A (en) * 2019-07-08 2019-11-19 西安工程大学 A kind of motion characteristic representation method merging rotation amount
CN110570584A (en) * 2019-09-17 2019-12-13 肖兰 ATM prevents swallowing card system

Patent Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101266704A (en) * 2008-04-24 2008-09-17 张宏志 ATM secure authentication and pre-alarming method based on face recognition
CN101609581A (en) * 2008-06-16 2009-12-23 云南正卓信息技术有限公司 The anomalous video warning device of ATM
CN101714279A (en) * 2009-12-15 2010-05-26 陈家辉 Intelligent protecting method for a self-service bank and an automatic teller machine
CN103258388A (en) * 2012-02-17 2013-08-21 日立(中国)研究开发有限公司 Automatic transaction device, server and method for predicting quantity demanded of cash
CN103337112A (en) * 2013-05-29 2013-10-02 梁楠 Automatic teller machine control system and control method based on facial image recognition
CN103426252A (en) * 2013-07-31 2013-12-04 张宾宾 Intelligent recognition system probe installation structure of ATM
CN205230202U (en) * 2015-09-22 2016-05-11 深圳先进技术研究院 ATM anti -theft system
CN105999670A (en) * 2016-05-31 2016-10-12 山东科技大学 Shadow-boxing movement judging and guiding system based on kinect and guiding method adopted by same
CN107403523A (en) * 2017-07-14 2017-11-28 深圳怡化电脑股份有限公司 Determination methods, device and the equipment of abnormal trading activity
CN208796382U (en) * 2018-05-23 2019-04-26 苏霞 A kind of ATM machine pulls out system with bank card leakproof
CN108932799A (en) * 2018-06-22 2018-12-04 中国建设银行股份有限公司 Self-service device fault processing system and method, storage medium
CN109117893A (en) * 2018-08-28 2019-01-01 华中师范大学 A kind of action identification method and device based on human body attitude
CN208873200U (en) * 2018-10-29 2019-05-17 上海掌门科技有限公司 Entrance guard device
CN109729157A (en) * 2018-12-18 2019-05-07 维拓智能科技(深圳)有限公司 Self-aided terminal and its remote supervisory and upgrade method
CN109686456A (en) * 2018-12-26 2019-04-26 博奥生物集团有限公司 A kind of accurate medication interpretation system and method for tumour
CN110472497A (en) * 2019-07-08 2019-11-19 西安工程大学 A kind of motion characteristic representation method merging rotation amount
CN110287274A (en) * 2019-07-09 2019-09-27 东北电力大学 A kind of Power management information system
CN110570584A (en) * 2019-09-17 2019-12-13 肖兰 ATM prevents swallowing card system

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112134899A (en) * 2020-09-28 2020-12-25 嘉兴市嘉禾区块链技术研究院 Factory terminal control double identity authentication method based on vision and network security
CN115394018A (en) * 2022-08-29 2022-11-25 中国农业银行股份有限公司 Safety monitoring method and device for automatic equipment, self-service equipment and storage medium

Similar Documents

Publication Publication Date Title
CN105957271B (en) A kind of financial terminal safety protecting method and system
CN103733633B (en) Video analytic system
CN101266704B (en) ATM secure authentication and pre-alarming method based on face recognition
CN111064925B (en) Subway passenger ticket evasion behavior detection method and system
WO2018012148A1 (en) Monitoring device
CN204650551U (en) The Self-service card sender of identity-based card fingerprint and photographic intelligence identity verification
US11386756B2 (en) Counter-fraud measures for an ATM device
CN102509238A (en) Bank non-cash business processing method, apparatus and system
CN101751562B (en) Bank transaction image forensic acquiring method based on face recognition
CN111341040A (en) Financial self-service equipment and management system thereof
US20240119809A1 (en) Hand action tracking for card slot tampering
CN104159065A (en) Intelligent self-service banking video monitoring system
CN113177480A (en) Financial business processing method, device, equipment and medium based on face recognition
JP2960490B2 (en) Automatic cash transaction system and automatic cash transaction equipment
CN101692281A (en) Safety monitoring method, safety monitoring device and automatic teller machine (ATM) system
CN106055948B (en) User's identification system and the method for recognizing user
CN102509387A (en) Bank card holographic human biological characteristic identification device and method
CN203883934U (en) Intelligent self-help bank video monitoring system
CN213634706U (en) Double-screen display self-service tax handling multifunctional counter
CN111144181A (en) Risk detection method, device and system based on background collaboration
US20230169506A1 (en) Store system, information processing apparatus, and information processing method
Kowshika et al. Facepin: Face biometric authentication system for ATM using deep learning
Shetty et al. Investigation of Card Skimming Cases: An Indian Perspective
CN109118675A (en) A kind of antitheft brush device of bank finance equipment card-reading slot
CN210721698U (en) Self-service mobile business handling machine

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20200626