TWM636086U - Cardless finance transaction system and its host server - Google Patents

Cardless finance transaction system and its host server Download PDF

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TWM636086U
TWM636086U TW111209280U TW111209280U TWM636086U TW M636086 U TWM636086 U TW M636086U TW 111209280 U TW111209280 U TW 111209280U TW 111209280 U TW111209280 U TW 111209280U TW M636086 U TWM636086 U TW M636086U
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authentication
processing unit
facial image
operator
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曾于瑄
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合作金庫商業銀行股份有限公司
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Abstract

A cardless financial transaction system includes an ATM and a host server. The ATM includes a camera device and a touch screen. The camera device captures a facial image of an operator, the touch screen displays an unlocking array including a plurality of areas, and receives a trajectory pattern input by the operator from the unlocking array. The host server includes a database unit, an image recognition module, a symbol generating unit and a processing unit. The database unit has a plurality of user data corresponding to user members, the image recognition module is used for recognizing facial images, and the symbol generation unit is used for randomly distributing the plurality of symbol elements in the areas of the unlocking array. The processing unit sequentially determines whether the facial image and the trajectory pattern respectively match the user information of the user member so as to be a basis for whether to verify the identity certification of the operator.

Description

無卡式金融交易系統及主機伺服器Cardless Financial Transaction System and Host Server

本創作有關於一種金融交易系統,尤指一種無卡式金融交易系統及主機伺服器。This creation relates to a financial transaction system, especially a cardless financial transaction system and a host server.

一般而言,現有自動櫃員機(Automated Teller Machine, ATM)的提款系統中,提款者需插入金融卡,並使用手部對自動櫃員機之鍵盤輸入數字密碼,然而,輸入數字密碼可能有遭他人側錄或偷窺而外洩之風險。Generally speaking, in the cash withdrawal system of the existing automatic teller machine (Automated Teller Machine, ATM), the cash withdrawer needs to insert the financial card and use the hand to enter the digital password on the keyboard of the automatic teller machine. However, entering the digital password may be harmful to others. The risk of skimming or leaking.

另外,自動櫃員機還包含無卡提款機制,其機制的其中一種身份驗證之方式是透過對提款者進行靜脈辨識以進行身份驗證。然而,採用靜脈辨識之自動櫃員機必須配置特定之靜脈感測裝置,故需增加額外硬體設備,提高硬體成本,從而無法提升業者之設置意願。In addition, ATMs also include a cardless cash withdrawal mechanism. One of the identity verification methods of the mechanism is to perform identity verification through vein recognition of the withdrawer. However, ATMs that use vein recognition must be equipped with specific vein sensing devices, so additional hardware equipment is required, which increases hardware costs and thus fails to increase the willingness of operators to install.

由此可見,上述技術顯然仍存在不便與缺陷,而有待加以進一步改良。因此,如何能有效地解決上述不便與缺陷,實屬當前重要研發課題之一,亦成爲當前相關領域亟需改進的目標。This shows that the above-mentioned technology obviously still has inconvenience and defective, and needs to be further improved. Therefore, how to effectively solve the above-mentioned inconveniences and defects is one of the current important research and development issues, and has become an urgent need for improvement in related fields.

本創作之一目的在於提供一種無卡式金融交易系統及主機伺服器,用以解決以上先前技術所提到的困難。One purpose of this creation is to provide a cardless financial transaction system and a host server to solve the difficulties mentioned in the above prior art.

本創作之一實施例提供一種無卡式金融交易系統。無卡式金融交易系統包含一主機伺服器與至少一自動櫃員機。自動櫃員機包括一第一傳輸單元、一第一攝像裝置與一觸控螢幕。第一攝像裝置用以對一操作人員擷取一第一面部影像,觸控螢幕用以顯示一包含多個陣列區塊之解鎖陣列,並接收操作人員從解鎖陣列上拖曳所輸入的一軌跡圖案。主機伺服器包括一第二傳輸單元、一資料庫單元、一影像辨識模組、一符號產生單元及一處理單元。第二傳輸單元透過一網路架構電連接第一傳輸單元。資料庫單元內儲存有多筆對應不同用戶成員之用戶資料。影像辨識模組用以辨識第一面部影像。符號產生單元用以將多個符號元隨機分配於這些陣列區塊內。處理單元電連接第二傳輸單元、資料庫單元、影像辨識模組及符號產生單元,用以依序判斷第一面部影像及軌跡圖案是否匹配其中一用戶成員的用戶資料,以作為是否認證通過操作人員之身分認證的依據。One embodiment of the present invention provides a cardless financial transaction system. The cardless financial transaction system includes a host server and at least one automatic teller machine. The automatic teller machine includes a first transmission unit, a first camera device and a touch screen. The first camera device is used to capture a first facial image of an operator, and the touch screen is used to display an unlocking array including multiple array blocks, and receive a track input by the operator by dragging from the unlocking array pattern. The host server includes a second transmission unit, a database unit, an image recognition module, a symbol generation unit and a processing unit. The second transmission unit is electrically connected to the first transmission unit through a network structure. There are multiple pieces of user data corresponding to different user members stored in the database unit. The image recognition module is used for recognizing the first facial image. The symbol generating unit is used for randomly distributing a plurality of symbol elements in the array blocks. The processing unit is electrically connected to the second transmission unit, the database unit, the image recognition module and the symbol generation unit, and is used to sequentially determine whether the first facial image and the trajectory pattern match the user information of one of the user members, as whether the authentication is passed The basis for the identity authentication of the operator.

依據本創作一或複數個實施例,上述無卡式金融交易系統更包含一銀行伺服器。銀行伺服器包含一第二攝像裝置、一第三傳輸單元及一註冊單元。第二攝像裝置用以對一人員擷取一第二面部影像。第三傳輸單元透過網路架構電連接第二傳輸單元。註冊單元電連接第二攝像裝置與第三傳輸單元,用以要求影像辨識模組辨識第二面部影像、將第二面部影像解析出一面部特徵組並存入資料庫單元內。According to one or more embodiments of the present invention, the above-mentioned cardless financial transaction system further includes a bank server. The bank server includes a second camera device, a third transmission unit and a registration unit. The second camera device is used for capturing a second facial image of a person. The third transmission unit is electrically connected to the second transmission unit through the network structure. The registration unit is electrically connected to the second camera device and the third transmission unit, and is used to request the image recognition module to recognize the second facial image, parse the second facial image into a facial feature group, and store it in the database unit.

依據本創作一或複數個實施例,在上述無卡式金融交易系統中,影像辨識模組包含一分割單元、一標記單元及一計算單元。分割單元用以對第一面部影像進行一圖像分割技術,並將第一面部影像分割為包含多個尺寸相同的第一方格之第一方陣。標記單元電連接分割單元,用以分別標記第一方陣之所有邊緣所對應之這些第一方格之一部分,以及其餘位置之這些第一方格之另部分。計算單元電連接標記單元,用以計算出第一面部影像對應這些第一方格的另部分之多個第一特徵向量,這些第一特徵向量被排列為一第一特徵矩陣。According to one or more embodiments of the present invention, in the above-mentioned cardless financial transaction system, the image recognition module includes a segmentation unit, a marking unit and a calculation unit. The segmentation unit is used for performing an image segmentation technique on the first facial image, and segmenting the first facial image into a first square matrix including a plurality of first grids with the same size. The marking unit is electrically connected to the dividing unit, and is used for respectively marking a part of the first squares corresponding to all edges of the first square matrix, and other parts of the first squares in other positions. The calculating unit is electrically connected to the marking unit, and is used for calculating a plurality of first feature vectors corresponding to other parts of the first squares of the first facial image, and the first feature vectors are arranged as a first feature matrix.

依據本創作一或複數個實施例,在上述無卡式金融交易系統中,分割單元更對第二面部影像進行圖像分割技術,並將第二面部影像分割為包含多個尺寸相同的第二方格之一第二方陣。標記單元更標記第二方陣之所有邊緣所對應之第二方格之一部分,以及其餘位置之第二方格之另部分。計算單元更計算出第二面部影像對應這些第二方格的另部分之多個第二特徵向量,這些第二特徵向量被排列為一第二特徵矩陣。計算該第二特徵矩陣中的該些第二特徵向量所分別對應之標準差。According to one or more embodiments of the present invention, in the above-mentioned cardless financial transaction system, the segmentation unit further performs image segmentation technology on the second facial image, and divides the second facial image into multiple second facial images with the same size. One of the squares is the second square matrix. The marking unit further marks a part of the second grid corresponding to all the edges of the second square matrix, and another part of the second grid in other positions. The calculation unit further calculates a plurality of second feature vectors of the second facial image corresponding to other parts of the second squares, and the second feature vectors are arranged into a second feature matrix. Calculate standard deviations corresponding to the second eigenvectors in the second eigenmatrix respectively.

依據本創作一或複數個實施例,在上述無卡式金融交易系統中,處理單元更比對這些第一特徵向量與這些第二特徵向量;判斷每個第一特徵向量與對應之第二特徵向量之差異是否位於對應之標準差內;以及當處理單元判斷出每個差異皆位於對應之標準差內,處理單元判定第一面部影像匹配所述用戶成員的用戶資料。According to one or more embodiments of the invention, in the above-mentioned cardless financial transaction system, the processing unit compares these first feature vectors and these second feature vectors; judges each first feature vector and the corresponding second feature vector Whether the differences of the vectors are within the corresponding standard deviation; and when the processing unit determines that each difference is within the corresponding standard deviation, the processing unit determines that the first facial image matches the user profile of the user member.

依據本創作一或複數個實施例,在上述無卡式金融交易系統中,主機伺服器更包含一收題單元。收題單元電連接註冊單元與處理單元,用以收集其中一用戶成員從銀行伺服器所傳來之至少一認證問題及一對應此認證問題之認證答案,並將認證問題及對應之認證答案存入資料庫單元內。According to one or more embodiments of the invention, in the above-mentioned cardless financial transaction system, the host server further includes a question receiving unit. The question receiving unit is electrically connected to the registration unit and the processing unit, and is used to collect at least one authentication question and a pair of authentication answers corresponding to the authentication questions sent by one of the user members from the bank server, and store the authentication questions and the corresponding authentication answers. into the database unit.

依據本創作一或複數個實施例,在上述無卡式金融交易系統中,當處理單元判斷出第一面部影像匹配此用戶成員的用戶資料時,處理單元更用以因應所述用戶成員的用戶資料,將認證問題及解鎖陣列同時顯示於觸控螢幕上,並將認證答案分配於這些陣列區塊之一部分內。符號產生單元更用以產生多個隨機字元,並將這些隨機字元分配於這些陣列區塊之其餘部分內。處理單元更用以依據軌跡圖案之拖曳順序解析出一輸入資料,並於判斷出輸入資料匹配此認證答案時,認證通過操作人員之身分認證。According to one or more embodiments of the present invention, in the above-mentioned cardless financial transaction system, when the processing unit determines that the first facial image matches the user profile of the user member, the processing unit is further configured to respond to the user member's User information, simultaneously displaying authentication questions and unlocking arrays on the touch screen, and distributing authentication answers in one of the array blocks. The symbol generating unit is further used for generating a plurality of random characters, and distributing the random characters in the rest of the array blocks. The processing unit is further used to parse out an input data according to the drag sequence of the track pattern, and when it is judged that the input data matches the authentication answer, the authentication passes the identity authentication of the operator.

依據本創作一或複數個實施例,在上述無卡式金融交易系統中,當處理單元判斷出第一面部影像匹配所述用戶成員的用戶資料時,處理單元更用以因應所述用戶成員的用戶資料,將認證問題及解鎖陣列同時顯示於觸控螢幕上,並將認證答案分配於這些陣列區塊之一部分內。符號產生單元更用以產生多個隨機字元,並將這些隨機字元分配於這些陣列區塊之另一部分內。處理單元更用以依據軌跡圖案之拖曳順序解析出一輸入資料,並於判斷出輸入資料包含這些隨機字元時,認證通過操作人員之身分認證。According to one or more embodiments of the present invention, in the above-mentioned cardless financial transaction system, when the processing unit determines that the first facial image matches the user profile of the user member, the processing unit is further used to respond to the user member The user information of the user, the authentication question and the unlocking array are simultaneously displayed on the touch screen, and the authentication answer is assigned to one of the array blocks. The symbol generating unit is further used for generating a plurality of random characters, and distributing the random characters in another part of the array blocks. The processing unit is further used for parsing an input data according to the drag sequence of the track pattern, and when it is judged that the input data contains these random characters, the authentication passes the identity authentication of the operator.

依據本創作一或複數個實施例,在上述無卡式金融交易系統中,觸控螢幕更輸出一數字鍵介面,以接收操作人員從數字鍵介面輸入一數字組。當處理單元判斷出第一面部影像匹配所述用戶成員的用戶資料時,處理單元判斷操作人員所輸入之數字組是否匹配其中一用戶成員的用戶資料,以作為是否認證通過操作人員之身分認證的依據。According to one or more embodiments of the present invention, in the above-mentioned cardless financial transaction system, the touch screen further outputs a number key interface to receive an operator to input a number group from the number key interface. When the processing unit judges that the first facial image matches the user information of the user member, the processing unit determines whether the number group input by the operator matches the user information of one of the user members, as whether to pass the identity authentication of the operator basis.

本創作之一實施例提供一種主機伺服器。主機伺服器適用於一無卡式金融交易系統,且主機伺服器包括一第二傳輸單元、一資料庫單元、一影像辨識模組、一符號產生單元及一處理單元。資料庫單元內儲存有多筆對應不同用戶成員之用戶資料。傳輸單元透過一網路架構電連接一自動櫃員機,用以接收自動櫃員機傳來之一操作人員之一面部影像以及自動櫃員機之一觸控螢幕上所輸入的一軌跡圖案。影像辨識模組用以辨識該面部影像。符號產生單元用以將多個符號元隨機分配於觸控螢幕上所顯示之一解鎖陣列內,解鎖陣列包含多個陣列區塊。處理單元電連接傳輸單元、影像辨識模組、符號產生單元及資料庫單元,用以依序判斷面部影像及軌跡圖案是否匹配其中一用戶成員的用戶資料,以作為是否認證通過操作人員之身分認證的依據。One embodiment of the present invention provides a host server. The host server is suitable for a cardless financial transaction system, and the host server includes a second transmission unit, a database unit, an image recognition module, a symbol generation unit and a processing unit. There are multiple pieces of user data corresponding to different user members stored in the database unit. The transmission unit is electrically connected to an automatic teller machine through a network structure, and is used for receiving an operator's facial image transmitted from the automatic teller machine and a trajectory pattern input on a touch screen of the automatic teller machine. The image recognition module is used to recognize the facial image. The symbol generating unit is used for randomly distributing a plurality of symbol elements in an unlocking array displayed on the touch screen, and the unlocking array includes a plurality of array blocks. The processing unit is electrically connected to the transmission unit, the image recognition module, the symbol generation unit, and the database unit, and is used to sequentially determine whether the facial image and the trajectory pattern match the user information of one of the user members, as whether to pass the identity authentication of the operator basis.

依據本創作一或複數個實施例,在上述主機伺服器中,影像辨識模組包含一分割單元、一標記單元及一計算單元。分割單元用以對面部影像進行一圖像分割技術,並將面部影像分割為包含多個尺寸相同的方格之方陣。標記單元電連接分割單元,用以分別標記方陣之所有邊緣所對應之這些方格之一部分,以及其餘位置之這些方格之另部分。計算單元電連接分割單元與標記單元,用以計算出面部影像對應這些方格的另部分之多個特徵向量,這些特徵向量被排列為一特徵矩陣。According to one or more embodiments of the present invention, in the above-mentioned host server, the image recognition module includes a segmentation unit, a marking unit and a computing unit. The segmentation unit is used to perform an image segmentation technique on the facial image, and divide the facial image into a square matrix including a plurality of squares with the same size. The marking unit is electrically connected to the dividing unit, and is used for respectively marking a part of the grids corresponding to all the edges of the square matrix, and another part of the grids in other positions. The calculation unit is electrically connected to the segmentation unit and the marking unit, and is used to calculate a plurality of feature vectors corresponding to the other parts of the grids, and these feature vectors are arranged as a feature matrix.

依據本創作一或複數個實施例,上述主機伺服器更包含一收題單元。收題單元電連接處理單元,用以收集所述用戶成員從一銀行伺服器所傳來之至少一認證問題及一對應此認證問題之認證答案,並將認證問題及對應之認證答案存入資料庫單元內。According to one or more embodiments of the invention, the host server further includes a question receiving unit. The question receiving unit is electrically connected to the processing unit, and is used to collect at least one authentication question and a corresponding authentication answer sent by the user member from a bank server, and store the authentication question and the corresponding authentication answer into the data in the library unit.

依據本創作一或複數個實施例,上述主機伺服器中,當處理單元判斷出面部影像匹配所述用戶成員的用戶資料時,處理單元更用以將認證問題及解鎖陣列同時顯示於觸控螢幕上,並將認證答案分配於這些陣列區塊之一部分內。符號產生單元更用以產生多個隨機字元,並將這些隨機字元分配於這些陣列區塊之其餘部分內。處理單元更用以依據軌跡圖案之拖曳順序解析出一輸入資料,並於判斷出輸入資料匹配認證答案時,認證通過操作人員之身分認證。According to one or more embodiments of the present invention, in the above-mentioned host server, when the processing unit determines that the facial image matches the user information of the user member, the processing unit is further configured to simultaneously display the authentication question and the unlock array on the touch screen and distribute the authentication answer within one of these array blocks. The symbol generating unit is further used for generating a plurality of random characters, and distributing the random characters in the rest of the array blocks. The processing unit is further used for parsing an input data according to the drag sequence of the track pattern, and when it is judged that the input data matches the authentication answer, the authentication passes the identity authentication of the operator.

依據本創作一或複數個實施例,上述無卡式金融交易系統中,當處理單元判斷出面部影像匹配所述用戶成員的用戶資料時,處理單元更用以將認證問題及解鎖陣列同時顯示於觸控螢幕上,並將認證答案分配於這些陣列區塊之一部分內。符號產生單元更用以產生多個隨機字元,並將這些隨機字元分配於這些陣列區塊之其餘部分內。處理單元更用以依據軌跡圖案之拖曳順序解析出一輸入資料,並於判斷出輸入資料包含這些隨機字元時,認證通過操作人員之身分認證。According to one or more embodiments of the present invention, in the above-mentioned cardless financial transaction system, when the processing unit judges that the facial image matches the user profile of the user member, the processing unit is further used to simultaneously display the authentication question and the unlocking array on the on the touch screen and distribute the authentication answer in one of these array blocks. The symbol generating unit is further used for generating a plurality of random characters, and distributing the random characters in the rest of the array blocks. The processing unit is further used for parsing an input data according to the drag sequence of the track pattern, and when it is judged that the input data contains these random characters, the authentication passes the identity authentication of the operator.

如此,透過以上各實施例之所述架構,利用既有自動櫃員機上的監視攝影機以及特定辨識機制,無卡提款機制能夠迅速有效認證操作人員之身分認證。此外,對銀行而言,無須增加額外硬體設備,能大幅提升銀行設置意願。In this way, through the structures described in the above embodiments, the cardless cash withdrawal mechanism can quickly and effectively verify the identity of the operator by using the surveillance camera and the specific identification mechanism on the existing automatic teller machine. In addition, for banks, there is no need to add additional hardware equipment, which can greatly increase the willingness of banks to set up.

以上所述僅係用以闡述本創作所欲解決的問題、解決問題的技術手段、及其產生的功效等等,本創作之具體細節將在下文的實施方式及相關圖式中詳細介紹。The above description is only used to explain the problem to be solved by this creation, the technical means to solve the problem, and its effects, etc. The specific details of this creation will be introduced in detail in the following implementation methods and related drawings.

以下將以圖式揭露本發明之複數個實施例,為明確說明起見,許多實務上的細節將在以下敘述中一併說明。然而,應瞭解到,這些實務上的細節不應用以限制本創作。也就是說,在本創作各實施例中,這些實務上的細節是非必要的。此外,為簡化圖式起見,一些習知慣用的結構與元件在圖式中將以簡單示意的方式繪示之。A plurality of embodiments of the present invention will be disclosed with figures below. For the sake of clarity, many practical details will be described together in the following description. However, it should be understood that these practical details should not be used to limit the present invention. That is, in the various embodiments of the present invention, these practical details are unnecessary. In addition, for the sake of simplifying the drawings, some well-known structures and components will be shown in a simple and schematic manner in the drawings.

第1圖為本創作一實施例之無卡式金融交易系統10的方塊圖。如第1圖所示,無卡式金融交易系統10包含一主機伺服器200與一或多個自動櫃員機100(ATM)。主機伺服器200透過一網路架構N分別連接這些自動櫃員機100。Fig. 1 is a block diagram of a cardless financial transaction system 10 of an embodiment of the invention. As shown in FIG. 1 , the cardless financial transaction system 10 includes a host server 200 and one or more automatic teller machines 100 (ATMs). The host server 200 is respectively connected to these ATMs 100 through a network structure N.

第2圖為第1圖之自動櫃員機100之細部方塊圖。如第1圖與第2圖所示,每個自動櫃員機100以供一操作人員親自臨櫃進行有卡或無卡金融交易之操作,例如提款、存款、轉帳或查詢。每個自動櫃員機100具有一第一傳輸單元110、一第一攝像裝置120、一觸控螢幕130、一輸入單元140與一控制單元150。控制單元150分別電連接第一傳輸單元110、第一攝像裝置120、觸控螢幕130與輸入單元140,且分別控制上述各單元適當工作。第一傳輸單元110用以透過上述網路架構N電連接對應之外在機構。第一攝像裝置120用以對著一操作人員擷取影像,例如,對著位於自動櫃員機100前緣之操作人員之面部(即臉部或顏部)進行攝影以擷取一面部影像。觸控螢幕130用以對上述操作人員顯示一提示畫面500,提示畫面500用以提示上述操作人員以進行上述之金融交易操作。舉例來說,在進行身分認證時,提示畫面500包含多個陣列區塊521(例如九個)之解鎖陣列520,並接收上述操作人員從所述解鎖陣列520上操作(即拖曳)所輸入的一軌跡圖案523。輸入單元140用以讓上述操作人員後續輸入執行指令。舉例來說,第一傳輸單元110與控制單元150分別位於自動櫃員機100之機台內,且第一攝像裝置120、觸控螢幕130與輸入單元140分別位於自動櫃員機100之機台前緣。FIG. 2 is a detailed block diagram of the automatic teller machine 100 in FIG. 1 . As shown in FIG. 1 and FIG. 2, each automatic teller machine 100 is provided for an operator to personally conduct card-present or card-not-present financial transactions, such as cash withdrawal, deposit, transfer or inquiry. Each automatic teller machine 100 has a first transmission unit 110 , a first camera device 120 , a touch screen 130 , an input unit 140 and a control unit 150 . The control unit 150 is electrically connected to the first transmission unit 110 , the first camera device 120 , the touch screen 130 and the input unit 140 respectively, and controls the above-mentioned units to work appropriately. The first transmission unit 110 is used for electrically connecting the corresponding external mechanism through the above-mentioned network structure N. The first camera device 120 is used to capture an image of an operator, for example, capture a facial image by taking a picture of the face (ie face or face) of the operator located at the front edge of the ATM 100 . The touch screen 130 is used to display a prompt screen 500 to the above-mentioned operator, and the prompt screen 500 is used to remind the above-mentioned operator to perform the above-mentioned financial transaction operation. For example, when performing identity authentication, the prompt screen 500 includes a plurality of array blocks 521 (for example, nine) of unlocking arrays 520, and receives input from the above-mentioned operator by operating (that is, dragging) the unlocking arrays 520. A track pattern 523 . The input unit 140 is used for allowing the above-mentioned operator to subsequently input execution instructions. For example, the first transmission unit 110 and the control unit 150 are respectively located in the machine platform of the automatic teller machine 100 , and the first camera device 120 , the touch screen 130 and the input unit 140 are respectively located in the front edge of the machine platform of the automatic teller machine 100 .

第3圖為第1圖之主機伺服器200之細部方塊圖。如第2圖與第3圖所示,主機伺服器200包括一第二傳輸單元210、一資料庫單元220、一影像辨識模組230及一處理單元260。第二傳輸單元210透過上述網路架構N(第1圖)電連接自動櫃員機100之第一傳輸單元110。資料庫單元220內儲存有多筆對應不同用戶成員之用戶資料221。每個用戶成員之用戶資料221皆為獨特性或排他性,意即,為唯一且不重複的。影像辨識模組230用以辨識並解析操作人員之面部影像。在本實施例中,影像辨識模組230依據操作人員之面部影像解析出操作人員之面部特徵。處理單元260電連接第二傳輸單元210、資料庫單元220及影像辨識模組230,用以依序判斷操作人員之面部影像及軌跡圖案是否匹配其中一用戶成員的用戶資料221,以作為是否認證通過操作人員之身分認證的依據。FIG. 3 is a detailed block diagram of the host server 200 in FIG. 1 . As shown in FIG. 2 and FIG. 3 , the host server 200 includes a second transmission unit 210 , a database unit 220 , an image recognition module 230 and a processing unit 260 . The second transmission unit 210 is electrically connected to the first transmission unit 110 of the automatic teller machine 100 through the network structure N (FIG. 1 ). The database unit 220 stores a plurality of user data 221 corresponding to different user members. The user profile 221 of each user member is unique or exclusive, that is, unique and not repeated. The image recognition module 230 is used to recognize and analyze the facial image of the operator. In this embodiment, the image recognition module 230 analyzes the facial features of the operator according to the facial image of the operator. The processing unit 260 is electrically connected to the second transmission unit 210, the database unit 220, and the image recognition module 230, and is used to sequentially determine whether the operator's facial image and track pattern match the user information 221 of one of the user members, as authentication or not The basis for the identity authentication of the operator.

第4圖為第1圖之銀行伺服器300之細部方塊圖。第5圖為本實施例之面部影像400受到圖像分割之示意圖。如第1圖與第4圖所示,上述無卡式金融交易系統10更包含一或多個銀行伺服器300。每個銀行伺服器300例如位於其中一銀行分支,且每個銀行伺服器300包含第二攝像裝置310、第三傳輸單元320與註冊單元330。第三傳輸單元320透過網路架構N電連接主機伺服器200之第二傳輸單元210(第3圖)。第二攝像裝置310用以對一人員(如註冊人員)之面部(即臉部或顏部)進行攝影以擷取一面部影像400。註冊單元330電連接第二攝像裝置310與第三傳輸單元320。FIG. 4 is a detailed block diagram of the bank server 300 in FIG. 1 . FIG. 5 is a schematic diagram of the facial image 400 subjected to image segmentation in this embodiment. As shown in FIG. 1 and FIG. 4 , the cardless financial transaction system 10 further includes one or more bank servers 300 . Each bank server 300 is located in one of the bank branches, for example, and each bank server 300 includes a second camera device 310 , a third transmission unit 320 and a registration unit 330 . The third transmission unit 320 is electrically connected to the second transmission unit 210 of the host server 200 through the network structure N (FIG. 3). The second camera device 310 is used to capture a facial image 400 by photographing the face (ie face or face) of a person (such as a registered person). The registration unit 330 is electrically connected to the second camera device 310 and the third transmission unit 320 .

故,當此註冊人員欲申辦無卡提領服務時,註冊單元330要求註冊人員進行多數個輸入步驟以完成上述無卡提領服務之註冊程序。這些輸入步驟除了個人資料之外,註冊單元330更要求影像辨識模組230對註冊人員之面部影像400進行辨識,並將註冊人員之面部影像400解析出一面部特徵組,從而將此面部特徵組作為對應此註冊人員的用戶資料221之一部分而存入資料庫單元220內。Therefore, when the registrant intends to apply for the cardless withdrawal service, the registration unit 330 requires the registrant to perform several input steps to complete the above registration procedure for the cardless withdrawal service. In addition to the personal information in these input steps, the registration unit 330 also requires the image recognition module 230 to recognize the facial image 400 of the registered person, and parse the facial image 400 of the registered person into a facial feature group, so that the facial feature group Stored in the database unit 220 as part of the user profile 221 corresponding to the registered person.

如第3圖與第5圖所示,影像辨識模組230包含一分割單元231、一標記單元232及一計算單元233。分割單元231用以對註冊人員之面部影像400進行一圖像分割技術,並將註冊人員之面部影像400分割為包含多個尺寸相同的方格(例如468個或更多)之方陣410。標記單元232電連接分割單元231,用以分別標記方陣410之所有邊緣所對應之這些方格之一部分(如網點方格411),以及其餘位置之這些方格之另部分(如無網點方格412)。計算單元233電連接標記單元232,用以計算出註冊人員之面部影像400對應這些方格的另部分之多個第二特徵向量,以取得第二特徵矩陣。此外,計算單元233更計算出第二特徵矩陣中的這些第二特徵向量所分別對應之標準差,其計算結果為例如468個特徵向量。As shown in FIG. 3 and FIG. 5 , the image recognition module 230 includes a segmentation unit 231 , a marking unit 232 and a calculation unit 233 . The segmentation unit 231 is used to perform an image segmentation technique on the facial image 400 of the registered person, and divide the facial image 400 of the registered person into a square matrix 410 including a plurality of grids of the same size (for example, 468 or more). The marking unit 232 is electrically connected to the dividing unit 231, and is used to mark a part of these grids corresponding to all the edges of the square matrix 410 (such as the grid dot grid 411), and another part of these grids in the remaining positions (such as a grid without grid dots). 412). The computing unit 233 is electrically connected to the marking unit 232 to calculate a plurality of second eigenvectors corresponding to other parts of the squares of the registered person's facial image 400 to obtain a second eigenmatrix. In addition, the calculation unit 233 further calculates the standard deviations corresponding to the second eigenvectors in the second eigenmatrix, and the calculation results are, for example, 468 eigenvectors.

更具體地,舉例來說,每個人臉表示為468個人臉標誌(即臉部特徵向量)的列表,每個標誌由X軸、Y軸和Z軸組成。X軸、Y軸分別通過圖像寬度和高度歸一化為[0.0~1.0]。Z軸表示以頭部中心深度為原點的地標深度,值越小,地標越靠近相機。Z軸的大小使用與X軸大致相同的尺度。More specifically, for example, each face is represented as a list of 468 face landmarks (ie, facial feature vectors), and each landmark is composed of an X axis, a Y axis and a Z axis. The X-axis and Y-axis are normalized to [0.0~1.0] by image width and height respectively. The Z axis represents the depth of the landmark with the depth of the center of the head as the origin. The smaller the value, the closer the landmark is to the camera. The size of the Z axis uses roughly the same scale as the X axis.

如此,在對著自動櫃員機100前側之操作人員進行身分認證時,自動櫃員機100將操作人員之面部影像傳至影像辨識模組230,使得分割單元231更對面部影像400進行圖像分割技術,並將面部影像400分割為包含多個尺寸相同的方格之一方陣410,接著,計算單元233更用以計算出面部影像400對應每個方格的一第一特徵向量,這些第一特徵向量被排列為一第一特徵矩陣。In this way, when performing identity authentication on the operator on the front side of the automatic teller machine 100, the automatic teller machine 100 transmits the facial image of the operator to the image recognition module 230, so that the segmentation unit 231 performs image segmentation technology on the facial image 400, and Divide the facial image 400 into a square matrix 410 comprising a plurality of grids of the same size, and then, the calculation unit 233 is further used to calculate a first feature vector corresponding to each grid of the facial image 400, and these first feature vectors are Arranged into a first feature matrix.

處理單元260比對這些第一特徵向量與這些第二特徵向量,並判斷每個第一特徵向量與對應之第二特徵向量之差異是否位於對應之標準差內,當處理單元260判斷出每個差異皆位於對應之標準差內,處理單元260判定此自動櫃員機100前側之操作人員之面部影像400匹配所述用戶成員的用戶資料221。The processing unit 260 compares these first eigenvectors with these second eigenvectors, and judges whether the difference between each first eigenvector and the corresponding second eigenvector is within the corresponding standard deviation, when the processing unit 260 judges that each The differences are all within the corresponding standard deviation, and the processing unit 260 determines that the facial image 400 of the operator on the front side of the ATM 100 matches the user profile 221 of the user member.

如此,由於各用戶成員之個人特徵矩陣在本系統10內為唯一且不重複,故,當處理單元260比對操作人員之面部影像與資料庫單元220內各客戶之臉部特徵存底是否找到匹配時,處理單元260計算資料庫單元220內各用戶成員之臉部特徵與操作人員之第一特徵矩陣之差距,若其中操作人員之468個特徵向量都在差距範圍內則判定為是最適配客戶。In this way, since the personal feature matrix of each user member is unique and not repeated in the system 10, when the processing unit 260 compares the facial image of the operator with the facial features of each customer in the database unit 220, whether a match is found , the processing unit 260 calculates the gap between the facial features of each user member in the database unit 220 and the first feature matrix of the operator, and if the 468 eigenvectors of the operator are all within the range of the gap, it is determined that it is the most suitable customer .

如第3圖與第4圖所示,主機伺服器200更包含一符號產生單元240及一收題單元250。收題單元250電連接處理單元260與銀行伺服器300之註冊單元330。收題單元250更於此註冊人員在申辦無卡提領服務時,收集上述註冊人員從銀行伺服器300所傳來的一或多種認證題庫。每個認證題庫包含一個認證問題511及一對應此認證問題511之認證答案512,並且收題單元250將此些認證題庫作為對應此註冊人員的用戶資料221之一部分而存入資料庫單元220內,以完成註冊程序。認證題庫之認證問題511例如為身份證字號、生日、星座、最喜歡的電影、寵物名字、幸運數字或信用卡號等等,然而,本創作不限於此。符號產生單元240電連接處理單元260,且符號產生單元240用以將多個符號元(如文字或數值)隨機分配於上述解鎖陣列520之這些陣列區塊521內。As shown in FIG. 3 and FIG. 4 , the host server 200 further includes a symbol generating unit 240 and a question receiving unit 250 . The question receiving unit 250 is electrically connected to the processing unit 260 and the registration unit 330 of the bank server 300 . The question collection unit 250 further collects one or more authentication question banks transmitted from the bank server 300 by the registrant when applying for the cardless withdrawal service. Each certification question bank includes a certification question 511 and a certification answer 512 corresponding to the certification question 511, and the receiving unit 250 stores these certification question banks as part of the user data 221 corresponding to the registered person in the database unit 220 , to complete the registration process. The certification question 511 of the certification question bank is, for example, ID number, birthday, constellation, favorite movie, pet name, lucky number or credit card number, etc., but the invention is not limited thereto. The symbol generating unit 240 is electrically connected to the processing unit 260 , and the symbol generating unit 240 is used for randomly distributing a plurality of symbol elements (such as characters or values) in the array blocks 521 of the above-mentioned unlocking array 520 .

更具體地,當上述操作人員被判定為是最適配客戶時,處理單元260從上述操作人員於資料庫單元220內所存之用戶資料221的認證題庫中隨機抽出一個認證問題511,並將此認證題庫之認證問題511及上述之解鎖陣列520同時顯示於觸控螢幕130上,處理單元260將認證答案512隨機地放入這些陣列區塊521之一部分內,且符號產生單元240產生多個隨機字元522,並將這些隨機字元522分配於陣列區塊521之其餘部分內。接著,處理單元260依據軌跡圖案523之拖曳順序解析出一輸入資料,並判斷輸入資料是否匹配認證答案512。故,當處理單元260判斷出輸入資料匹配認證答案512時,處理單元260認證通過操作人員之身分認證,反之,處理單元260否定操作人員之身分認證。More specifically, when the above-mentioned operator is determined to be the most suitable customer, the processing unit 260 randomly extracts a certification question 511 from the certification question bank of the user data 221 stored in the database unit 220 by the above-mentioned operator, and sends the certification question 511. The authentication question 511 of the question bank and the above-mentioned unlocking array 520 are simultaneously displayed on the touch screen 130, the processing unit 260 randomly puts the authentication answer 512 into a part of these array blocks 521, and the symbol generating unit 240 generates a plurality of random words elements 522, and distribute these random elements 522 in the rest of the array block 521. Next, the processing unit 260 parses out an input data according to the dragging sequence of the trajectory pattern 523 , and judges whether the input data matches the authentication answer 512 . Therefore, when the processing unit 260 determines that the input data matches the authentication answer 512, the processing unit 260 passes the authentication of the operator's identity, otherwise, the processing unit 260 denies the identity authentication of the operator.

須了解到,上述處理單元260依據軌跡圖案523之拖曳順序所解析出之輸入資料可以是文字字串或者軌跡圖案523,以供處理單元260於相同基礎下比對此次認證答案512之文字字串,或者此次認證答案512於解鎖陣列520上所形成的軌跡圖案523。It should be understood that the input data analyzed by the processing unit 260 according to the dragging sequence of the trajectory pattern 523 may be a text string or a trajectory pattern 523, for the processing unit 260 to compare the text of the authentication answer 512 on the same basis. string, or the trajectory pattern 523 formed by the verification answer 512 on the unlocking array 520 this time.

第6A圖與第6B圖分別為第2圖之觸控螢幕130於不同次序下所顯示之認證問題511之展示示意圖。如第6A圖所示,舉例來說,當被抽出之認證題庫之認證問題511為「畢業國小為何」,且對應此認證問題511之認證答案512為「北門國小」時,處理單元260將「北」、「門」、「國」及「小」四個字隨機地分配至這些陣列區塊521之一部分內,且符號產生單元240將例如為「東」、「南」、「西」、「新」及「中」之隨機字元522隨機地分配於陣列區塊521之其餘部分內。如此一來,當認證問題511越多,越能增加仿造難度和更能確認是提款本人,進而提升系統10可靠性和安全性。FIG. 6A and FIG. 6B are respectively schematic diagrams showing authentication questions 511 displayed on the touch screen 130 in FIG. 2 in different orders. As shown in FIG. 6A , for example, when the certification question 511 of the extracted certification question bank is "Why graduated elementary school", and the certification answer 512 corresponding to this certification question 511 is "Beimen Elementary School", the processing unit 260 The four characters "North", "Gate", "Country" and "Small" are randomly assigned to one of these array blocks 521, and the symbol generating unit 240 will be, for example, "East", "South", "West The random characters 522 of ", "new" and "medium" are randomly assigned in the rest of the array block 521. In this way, the more authentication questions 511, the more difficult it is to counterfeit and the more it can be confirmed that the withdrawal is the person, thereby improving the reliability and security of the system 10 .

如第6A圖與第6B圖所示,即便同個認證題庫再次被抽到,相較於第6A圖,符號產生單元240會產生不同第6A圖之隨機字元522,例如為「新」、「大」、「安」、「日」及「三」之隨機字元522,且符號產生單元240也不會將此些隨機字元522分配至陣列區塊521之同樣位置內,以降低不法人士推敲出特定認證答案512之機會。As shown in Figures 6A and 6B, even if the same certification question bank is drawn again, compared to Figure 6A, the symbol generation unit 240 will generate different random characters 522 in Figure 6A, such as "new", The random characters 522 of "big", "an", "day" and "three", and the symbol generating unit 240 will not distribute these random characters 522 to the same position of the array block 521, to reduce illegal Opportunity for a person to figure out a specific authentication answer 512.

第6C圖與第6D圖為不同實施例中之觸控螢幕130於顯示認證問題511之展示示意圖。本實施例與上述第6A圖大致相同,其差異在於,如第6C圖所示,當處理單元260判斷出輸入資料包含解鎖陣列520內之隨機字元522時,處理單元260才會認證通過操作人員之身分認證,反之,處理單元260否定操作人員之身分認證。FIG. 6C and FIG. 6D are schematic diagrams showing the touch screen 130 displaying the authentication question 511 in different embodiments. This embodiment is roughly the same as the above-mentioned Fig. 6A, the difference is that, as shown in Fig. 6C, when the processing unit 260 judges that the input data contains the random character 522 in the unlocking array 520, the processing unit 260 will pass the authentication operation The identity authentication of the operator, otherwise, the processing unit 260 denies the identity authentication of the operator.

舉例來說,在第6A圖中,當操作人員從解鎖陣列520上依序拖曳通過「北」、「門」、「國」及「小」時,由於處理單元260判斷出輸入資料匹配認證答案512時,故,處理單元260認證通過操作人員之身分認證;反觀,在第6C圖中,當操作人員從解鎖陣列520上拖曳之軌跡圖案524通過「西」、「東」、「南」、「新」及「中」之全部隨機字元522,意即,不拖曳通過而留下「北」、「門」、「國」及「小」時,由於處理單元260判斷出輸入資料包含解鎖陣列520內之隨機字元522時,故,處理單元260認證通過操作人員之身分認證。For example, in Figure 6A, when the operator drags and passes through "north", "door", "country" and "small" from the unlocking array 520 in sequence, since the processing unit 260 judges that the input data matches the authentication answer At 512, therefore, the processing unit 260 has passed the identity authentication of the operator; on the other hand, in Figure 6C, when the operator dragged the track pattern 524 from the unlocking array 520 through "West", "East", "South", All the random characters 522 of "new" and "middle", that is, when "north", "door", "country" and "small" are left without dragging and passing, because the processing unit 260 judges that the input data includes unlocking The random character 522 in the array 520, therefore, the processing unit 260 has passed the identity authentication of the operator.

舉另一例來說,本實施例與上述第6A圖大致相同,其差異在於,如第6D圖所示,當處理單元260判斷出輸入資料包含認證答案512中多個字元至少其中之一時,處理單元260才會認證通過操作人員之身分認證,反之,處理單元260否定操作人員之身分認證。For another example, this embodiment is substantially the same as the above-mentioned FIG. 6A, and the difference is that, as shown in FIG. 6D, when the processing unit 260 determines that the input data contains at least one of the multiple characters in the authentication answer 512, Only when the processing unit 260 passes the identity authentication of the operator, otherwise, the processing unit 260 denies the identity authentication of the operator.

例如,在第6A圖中,操作人員必須從解鎖陣列520上依序拖曳通過「北」、「門」、「國」及「小」,才會被認證通過操作人員之身分認證;反觀,在第6D圖中,處理單元260只會將「北」、「國」及「小」之三個字顯示於解鎖陣列520內,並非必須顯示「北」、「門」、「國」及「小」四個字,如此,降低不法人士推敲出特定認證答案512之數量的機會。For example, in Figure 6A, the operator must drag through "North", "Gate", "Country" and "Small" from the unlocking array 520 in order to be authenticated as the operator; In Figure 6D, the processing unit 260 will only display the three characters "North", "Country" and "Small" in the unlocking array 520, and it is not necessary to display "North", "Gate", "Country" and "Small". "The four words, in this way, reduce the chance of criminals deliberating the number of specific authentication answers 512.

第7A圖與第7B圖分別為第2圖之觸控螢幕130所顯示之不同認證問題511之展示示意圖。如第7A圖所示,如此,當此自動櫃員機100前側之操作人員通過面部影像400之匹配步驟時,觸控螢幕130更輸出一數字鍵介面530,以接收操作人員從數字鍵介面530輸入一數字組531。接著,處理單元260判斷操作人員所輸入之數字組531是否匹配其中一用戶成員的用戶資料221,以作為是否認證通過操作人員之身分認證的依據。FIG. 7A and FIG. 7B are respectively schematic diagrams showing different authentication questions 511 displayed on the touch screen 130 in FIG. 2 . As shown in FIG. 7A, in this way, when the operator on the front side of the automatic teller machine 100 passes through the matching step of the face image 400, the touch screen 130 will output a number key interface 530 to receive an input from the operator through the number key interface 530. Number group 531. Next, the processing unit 260 judges whether the number group 531 input by the operator matches the user information 221 of one of the user members, as a basis for whether the authentication of the operator is passed.

除了認證題庫為「畢業國小」之外,認證題庫更包含特定用戶成員之生日。如第7A圖所示,當被抽出之認證題庫之認證問題511為「生日為何?」,且對應此認證問題511之認證答案512為「02/06」時,處理單元260將「0」、「2」、「6」三個數字隨機地分配至這些陣列區塊521之一部分內,且符號產生單元240從「1」、「3」、「4」、「5」、「7」、「8」及「9」之隨機字元522中隨機挑選六個(9個陣列區塊減去3個數字)並隨機地分配於陣列區塊521之其餘部分內。In addition to the certification question bank being "Graduated Elementary School", the certification question bank also includes the birthdays of specific user members. As shown in FIG. 7A, when the certification question 511 of the extracted certification question bank is "what's your birthday?" The three numbers "2" and "6" are randomly assigned to one of these array blocks 521, and the symbol generation unit 240 selects from "1", "3", "4", "5", "7", " Six of the random characters 522 of 8" and "9" are randomly selected (9 array blocks minus 3 numbers) and randomly distributed in the rest of the array block 521 .

此外,除了認證題庫為「生日」之外,認證題庫更包含特定用戶成員之提款卡密碼。如第7A圖所示,當被抽出之認證題庫之認證問題511為「提款卡密碼為何?」,且對應此認證問題511之認證答案512為「0」、「1」、「3」、「2」、「9」、「6」、「7」及「8」時,處理單元260將「0」、「1」、「3」、「2」、「9」、「6」、「7」及「8」八個數字隨機地分配至這些陣列區塊521之一部分內,且符號產生單元240產生「5」之隨機字元522並分配於陣列區塊521之其餘部分內。In addition, in addition to the verification question bank being "birthday", the verification question bank also includes the ATM card password of a specific user member. As shown in Figure 7A, when the authentication question 511 of the extracted authentication question bank is "what is the password of the ATM card?", and the authentication answer 512 corresponding to the authentication question 511 is "0", "1", "3", When "2", "9", "6", "7" and "8", the processing unit 260 converts "0", "1", "3", "2", "9", "6", " The eight numbers of 7 and "8" are randomly assigned to one part of these array blocks 521 , and the symbol generating unit 240 generates a random character 522 of "5" and assigned to the rest of the array blocks 521 .

第8圖為本實施例之無卡式金融交易系統10之流程順序示意圖。如第3圖與第8圖所示,當一操作人員至自動櫃員機100進行無卡金融交易之操作時,在步驟A中,自動櫃員機100首先讓第一攝像裝置120對操作人員擷取出一面部影像400;接著,當處理單元260判斷出此面部影像400匹配資料庫單元220內對應此操作人員之用戶資料221時,進入步驟B。在步驟B中,自動櫃員機100隨機地抽出一認證題庫(例如國小為何),且將此認證題庫之認證問題511及解鎖陣列520同時顯示於觸控螢幕130上(第6A圖),以供操作人員於觸控螢幕130上拖曳而依序輸入認證答案512;反之,當判斷出此面部影像400不匹配用戶資料221時,主機伺服器200否定操作人員之身分認證,並從觸控螢幕130提出辨識錯誤的訊息。Fig. 8 is a schematic diagram of the flow sequence of the cardless financial transaction system 10 of the present embodiment. As shown in Fig. 3 and Fig. 8, when an operator goes to the ATM 100 to perform a card-not-present financial transaction operation, in step A, the ATM 100 first allows the first camera device 120 to capture a face of the operator Image 400; Next, when the processing unit 260 judges that the facial image 400 matches the user profile 221 corresponding to the operator in the database unit 220, enter step B. In step B, the automatic teller machine 100 randomly extracts a certification question bank (for example, what is the elementary school), and simultaneously displays the certification question 511 and the unlocking array 520 of the certification question bank on the touch screen 130 (FIG. 6A) for The operator drags and enters the authentication answer 512 in sequence on the touch screen 130; Presents a misidentified message.

接著,當處理單元260判斷出其所輸入之認證答案512匹配資料庫單元220內對應此操作人員之用戶資料221時,進入步驟C。在步驟C中,自動櫃員機100再次隨機地抽出另一認證題庫(例如生日為何),且將此認證題庫之認證問題511及解鎖陣列520同時顯示於觸控螢幕130上(第7A圖),以供操作人員於觸控螢幕130上拖曳而依序輸入認證答案512;反之,當判斷出所輸入之認證答案512不匹配用戶資料221時,主機伺服器200否定操作人員之身分認證,並從觸控螢幕130提出辨識錯誤的訊息。Next, when the processing unit 260 judges that the input authentication answer 512 matches the user information 221 corresponding to the operator in the database unit 220, it enters step C. In step C, the automatic teller machine 100 randomly extracts another authentication question bank (for example, what is the birthday), and simultaneously displays the authentication question 511 and the unlocking array 520 of this authentication question bank on the touch screen 130 (FIG. 7A), to For the operator to drag and input the authentication answer 512 in sequence on the touch screen 130; on the contrary, when it is judged that the input authentication answer 512 does not match the user information 221, the host server 200 denies the identity authentication of the operator, and from the touch The screen 130 presents an error message.

接著,當處理單元260判斷出其所輸入之認證答案512匹配資料庫單元220內對應此操作人員之用戶資料221時,進入步驟D。在步驟D中,自動櫃員機100再次隨機地抽出另一認證題庫(例如提款卡密碼為何),且將此認證題庫之認證問題511及解鎖陣列520同時顯示於觸控螢幕130上(第7B圖),以供操作人員於觸控螢幕130上拖曳而依序輸入認證答案512;反之,當判斷出所輸入之認證答案512不匹配用戶資料221時,主機伺服器200否定操作人員之身分認證,並從觸控螢幕130提出辨識錯誤的訊息。Next, when the processing unit 260 judges that the input authentication answer 512 matches the user information 221 corresponding to the operator in the database unit 220, it enters step D. In step D, the automatic teller machine 100 randomly extracts another authentication question bank (for example, what is the password of the ATM card), and simultaneously displays the authentication question 511 and the unlocking array 520 of this authentication question bank on the touch screen 130 (Fig. 7B ), for the operator to drag on the touch screen 130 to input the authentication answer 512 in sequence; otherwise, when it is judged that the input authentication answer 512 does not match the user information 221, the host server 200 denies the identity authentication of the operator, and A recognition error message is raised from the touch screen 130 .

接著,當處理單元260判斷出其所輸入之認證答案512匹配資料庫單元220內對應此操作人員之用戶資料221時,主機伺服器200從觸控螢幕130提出身分驗證正確的訊息,並同意讓操作人員繼續進行無卡金融交易。Then, when the processing unit 260 judges that the authentication answer 512 input by it matches the user information 221 corresponding to the operator in the database unit 220, the host server 200 proposes a correct identity verification message from the touch screen 130, and agrees to let The operator continues to conduct card-not-present financial transactions.

須了解到,在上述各實施例中,上述主機伺服器200與銀行伺服器300例如為伺服器裝置或其他類似元件。第一傳輸單元110、第二傳輸單元210與第三傳輸單元320例如為網路介面控制器(network interface controller,NIC) 或其他類似元件。第一攝像裝置120與第二攝像裝置310例如為一攝影裝置或其他類似元件。輸入單元140例如為鍵盤、觸控面板或其他類似元件。資料庫單元220例如可以是任何型態的固定或可移動隨機存取記憶體(Random Access Memory,RAM)、唯讀記憶體(Read-Only Memory,ROM)、快閃記憶體(flash memory)、硬碟(Hard Disk Drive,HDD)、固態硬碟(Solid State Drive,SSD)或類似元件或上述元件的組合,本創作不限於此。控制單元150、處理單元260、符號產生單元240與註冊單元330例如為中央處理單元260(Central Processing Unit,CPU),或是其他可程式化之一般用途或特殊用途的微處理器(Microprocessor)、數位信號處理器(Digital Signal Processor,DSP)、可程式化控制器、特殊應用積體電路(Application Specific Integrated Circuit,ASIC)或其他類似元件或上述元件的組合,本創作不限於此。自動櫃員機不限為習知硬體裝置或位於終端裝置內之線上ATM,由於自動櫃員機100(ATM)為習知裝置,本文不再加以贅述。It should be understood that, in the above embodiments, the host server 200 and the bank server 300 are, for example, server devices or other similar components. The first transmission unit 110 , the second transmission unit 210 and the third transmission unit 320 are, for example, a network interface controller (NIC) or other similar components. The first camera device 120 and the second camera device 310 are, for example, a camera device or other similar components. The input unit 140 is, for example, a keyboard, a touch panel or other similar elements. The database unit 220 can be, for example, any type of fixed or removable random access memory (Random Access Memory, RAM), read-only memory (Read-Only Memory, ROM), flash memory (flash memory), Hard disk drive (Hard Disk Drive, HDD), solid state drive (Solid State Drive, SSD) or similar components or a combination of the above components, the present invention is not limited thereto. The control unit 150, the processing unit 260, the symbol generating unit 240 and the registering unit 330 are, for example, a central processing unit 260 (Central Processing Unit, CPU), or other programmable general-purpose or special-purpose microprocessors (Microprocessor), A digital signal processor (Digital Signal Processor, DSP), a programmable controller, an application specific integrated circuit (Application Specific Integrated Circuit, ASIC) or other similar components or a combination of the above components, the invention is not limited thereto. The automatic teller machine is not limited to a known hardware device or an online ATM located in a terminal device. Since the automatic teller machine 100 (ATM) is a known device, it will not be described in detail herein.

如此,透過以上各實施例之所述架構,利用既有自動櫃員機上的監視攝影機以及特定辨識機制,無卡提款機制能夠迅速有效認證操作人員之身分認證。此外,對銀行而言,無須增加額外硬體設備,能大幅提升銀行設置意願。In this way, through the structures described in the above embodiments, the cardless cash withdrawal mechanism can quickly and effectively verify the identity of the operator by using the surveillance camera and the specific identification mechanism on the existing automatic teller machine. In addition, for banks, there is no need to add additional hardware equipment, which can greatly increase the willingness of banks to set up.

最後,上述所揭露之各實施例中,並非用以限定本創作,任何熟習此技藝者,在不脫離本創作之精神和範圍內,當可作各種之更動與潤飾,皆可被保護於本創作中。因此本創作之保護範圍當視後附之申請專利範圍所界定者為準。Finally, the embodiments disclosed above are not intended to limit this creation. Anyone who is familiar with this technique can make various changes and modifications without departing from the spirit and scope of this creation, and all of them can be protected in this creation. creation. Therefore, the scope of protection of this creation should be defined by the scope of the attached patent application.

10:卡式金融交易系統 100:自動櫃員機 110:第一傳輸單元 120:第一攝像裝置 130:觸控螢幕 140:輸入單元 150:控制單元 200:主機伺服器 210:第二傳輸單元 220:資料庫單元 221:用戶資料 230:影像辨識模組 231:分割單元 232:標記單元 233:計算單元 240:符號產生單元 250:收題單元 260:處理單元 300:銀行伺服器 310:第二攝像裝置 320:第三傳輸單元 330:註冊單元 400:面部影像 410:方陣 411:網點方格 412:無網點方格 500:提示畫面 511:認證問題 512:認證答案 520:解鎖陣列 521:陣列區塊 522:隨機字元 523、524:軌跡圖案 530:數字鍵介面 531:數字組 A~D:步驟 N:網路架構10: Card financial transaction system 100: Automatic teller machine 110: the first transmission unit 120: The first camera device 130:Touch screen 140: input unit 150: control unit 200: host server 210: the second transmission unit 220: Database unit 221: User profile 230: Image recognition module 231: Split unit 232: mark unit 233: Calculation unit 240:Symbol generating unit 250: Question Receiving Unit 260: processing unit 300: Bank server 310: the second camera device 320: the third transmission unit 330: Registration unit 400: facial image 410: square array 411: mesh grid 412: grid without dots 500:Prompt screen 511: authentication problem 512: certified answer 520: unlock array 521: array block 522: random character 523, 524: trajectory pattern 530: Number key interface 531: Number group A~D: steps N: network architecture

為讓本創作之上述和其他目的、特徵、優點與實施例能更明顯易懂,所附圖式之說明如下: 第1圖為本創作一實施例之無卡式金融交易系統的方塊圖;第2圖為第1圖之自動櫃員機之細部方塊圖; 第3圖為第1圖之主機伺服器之細部方塊圖; 第4圖為第1圖之銀行伺服器之細部方塊圖; 第5圖為本實施例之面部影像受到圖像分割之示意圖; 第6A圖與第6B圖分別為第2圖之觸控螢幕於不同次序下所顯示之認證問題之展示示意圖; 第6C圖與第6D圖為不同實施例中之觸控螢幕於顯示認證問題之展示示意圖; 第7A圖與第7B圖分別為第2圖之觸控螢幕所顯示之不同認證問題之展示示意圖;以及 第8圖為本實施例之無卡式金融交易系統之流程順序示意圖。 In order to make the above-mentioned and other purposes, features, advantages and embodiments of this creation more obvious and easy to understand, the description of the accompanying drawings is as follows: Fig. 1 is a block diagram of a cardless financial transaction system of an embodiment of the invention; Fig. 2 is a detailed block diagram of the automatic teller machine in Fig. 1; Figure 3 is a detailed block diagram of the host server in Figure 1; Figure 4 is a detailed block diagram of the bank server in Figure 1; Fig. 5 is a schematic diagram of the facial image of the present embodiment being subjected to image segmentation; Figure 6A and Figure 6B are schematic diagrams showing the authentication questions displayed on the touch screen in Figure 2 in different orders; FIG. 6C and FIG. 6D are schematic diagrams showing authentication problems displayed on touch screens in different embodiments; Figure 7A and Figure 7B are schematic diagrams showing different authentication questions displayed on the touch screen in Figure 2; and Fig. 8 is a schematic diagram of the flow sequence of the cardless financial transaction system of the present embodiment.

200:主機伺服器 200: host server

210:第二傳輸單元 210: the second transmission unit

220:資料庫單元 220: Database unit

221:用戶資料 221: User profile

230:影像辨識模組 230: Image recognition module

231:分割單元 231: Split unit

232:標記單元 232: mark unit

233:計算單元 233: Calculation unit

240:符號產生單元 240:Symbol generating unit

250:收題單元 250: Question Receiving Unit

260:處理單元 260: processing unit

Claims (14)

一種無卡式金融交易系統,包括: 至少一自動櫃員機,包括一第一傳輸單元、一第一攝像裝置與一觸控螢幕,該第一攝像裝置用以對一操作人員擷取一第一面部影像,該觸控螢幕用以顯示一包含多數個陣列區塊之解鎖陣列,並接收該操作人員從該解鎖陣列上拖曳所輸入的一軌跡圖案;以及 一主機伺服器,包括一第二傳輸單元、一資料庫單元、一影像辨識模組、一符號產生單元及一處理單元,該第二傳輸單元透過一網路架構電連接該第一傳輸單元,該資料庫單元內儲存有多筆對應不同用戶成員之用戶資料,該影像辨識模組用以辨識該第一面部影像,該符號產生單元用以將多數個符號元隨機分配於該些陣列區塊內,該處理單元電連接該第二傳輸單元、該資料庫單元、該影像辨識模組及該符號產生單元,用以依序判斷該第一面部影像及該軌跡圖案是否匹配該些用戶成員其中之一的該用戶資料,以作為是否認證通過該操作人員之身分認證的依據。 A cardless financial transaction system, comprising: At least one automatic teller machine includes a first transmission unit, a first camera device and a touch screen, the first camera device is used to capture a first facial image of an operator, and the touch screen is used to display An unlocking array comprising a plurality of array blocks, and receiving a trajectory pattern input by the operator by dragging from the unlocking array; and A host server, including a second transmission unit, a database unit, an image recognition module, a symbol generation unit and a processing unit, the second transmission unit is electrically connected to the first transmission unit through a network structure, The database unit stores multiple pieces of user information corresponding to different user members, the image recognition module is used to identify the first facial image, and the symbol generation unit is used to randomly distribute a plurality of symbol elements to the array areas block, the processing unit is electrically connected to the second transmission unit, the database unit, the image recognition module and the symbol generation unit, and is used to sequentially determine whether the first facial image and the trajectory pattern match the users The user information of one of the members is used as the basis for whether to authenticate the identity of the operator. 如請求項1所述之無卡式金融交易系統,更包含一銀行伺服器,該銀行伺服器包含: 一第二攝像裝置,用以對一人員擷取一第二面部影像; 一第三傳輸單元,透過該網路架構電連接該第二傳輸單元;以及 一註冊單元,電連接該第二攝像裝置與該第三傳輸單元,用以要求該影像辨識模組辨識該第二面部影像、將該第二面部影像解析出一面部特徵組並存入該資料庫單元內。 The cardless financial transaction system as described in claim 1 further includes a bank server, the bank server includes: a second camera device for capturing a second facial image of a person; a third transmission unit electrically connected to the second transmission unit through the network structure; and A registration unit, electrically connected to the second camera device and the third transmission unit, to request the image recognition module to recognize the second facial image, parse the second facial image into a facial feature group and store it in the data in the library unit. 如請求項2所述之無卡式金融交易系統,其中該影像辨識模組包含: 一分割單元,用以對該第一面部影像進行一圖像分割技術,並將該第一面部影像分割為包含多數個尺寸相同的第一方格之一第一方陣; 一標記單元,電連接該分割單元,用以分別標記該第一方陣之所有邊緣所對應之該些第一方格之一部分,以及其餘位置之該些第一方格之另部分;以及 一計算單元,電連接該標記單元,用以計算出該第一面部影像對應該些第一方格的該另部分之多數個第一特徵向量,該些第一特徵向量被排列為一第一特徵矩陣。 The cardless financial transaction system as described in Claim 2, wherein the image recognition module includes: a segmentation unit, for performing an image segmentation technique on the first facial image, and segmenting the first facial image into a first matrix comprising a plurality of first grids of the same size; A marking unit, electrically connected to the dividing unit, for respectively marking a part of the first squares corresponding to all edges of the first square matrix, and another part of the first squares in the remaining positions; and A calculation unit, electrically connected to the marking unit, for calculating a plurality of first feature vectors of the other part of the first facial image corresponding to the first squares, and the first feature vectors are arranged as a first feature vector A feature matrix. 如請求項3所述之無卡式金融交易系統,其中該分割單元更對該第二面部影像進行該圖像分割技術,並將該第二面部影像分割為包含多數個尺寸相同的第二方格之一第二方陣,該標記單元更標記該第二方陣之所有邊緣所對應之該些第二方格之一部分,以及其餘位置之該些第二方格之另部分,該計算單元更計算出該第二面部影像對應該些第二方格的該另部分之多數個第二特徵向量,該些第二特徵向量被排列為一第二特徵矩陣,以及計算該第二特徵矩陣中的該些第二特徵向量所分別對應之標準差。The cardless financial transaction system as described in claim 3, wherein the segmentation unit further performs the image segmentation technology on the second facial image, and segments the second facial image into a plurality of second parties with the same size One of the second square matrix of the second square matrix, the marking unit marks a part of the second square grids corresponding to all the edges of the second square matrix, and the other part of the second square grids in the remaining positions, and the calculation unit calculates a plurality of second eigenvectors of the other part of the second facial image corresponding to the second grids, the second eigenvectors are arranged into a second eigenmatrix, and the calculation of the second eigenvectors in the second eigenmatrix The standard deviations corresponding to these second eigenvectors respectively. 如請求項4所述之無卡式金融交易系統,其中該處理單元更比對該些第一特徵向量與該些第二特徵向量;判斷該些第一特徵向量中每一者與對應之該第二特徵向量之差異是否位於對應之該標準差內;以及當該處理單元判斷出該些差異中每一者皆位於對應之該標準差內,該處理單元判定該第一面部影像匹配該其中一用戶成員的該用戶資料。The cardless financial transaction system as described in claim 4, wherein the processing unit compares the first eigenvectors and the second eigenvectors; judges each of the first eigenvectors and the corresponding one Whether the difference of the second feature vector is located within the corresponding standard deviation; and when the processing unit determines that each of the differences is located within the corresponding standard deviation, the processing unit determines that the first facial image matches the The user profile of one of the user members. 如請求項2所述之無卡式金融交易系統,其中該主機伺服器更包含: 一收題單元,電連接該註冊單元與該處理單元,用以收集該其中一用戶成員從該銀行伺服器所傳來之至少一認證問題及一對應該認證問題之認證答案,並將該認證問題及對應之該認證答案存入該資料庫單元內。 The cardless financial transaction system as described in Claim 2, wherein the host server further includes: A question receiving unit, electrically connected to the registration unit and the processing unit, to collect at least one authentication question and the authentication answer corresponding to the authentication question sent by one of the user members from the bank server, and send the authentication Questions and corresponding answers to the certification are stored in the database unit. 如請求項6所述之無卡式金融交易系統,其中當該處理單元判斷出該第一面部影像匹配該其中一用戶成員的該用戶資料時,該處理單元更用以因應該其中一用戶成員的該用戶資料,將該認證問題及該解鎖陣列同時顯示於該觸控螢幕上,並將該認證答案分配於該些陣列區塊之一部分內,該符號產生單元更用以產生多數個隨機字元,並將該些隨機字元分配於該些陣列區塊之其餘部分內,該處理單元更用以依據該軌跡圖案之拖曳順序解析出一輸入資料,並於判斷出該輸入資料匹配該認證答案時,認證通過該操作人員之身分認證。The cardless financial transaction system as described in claim 6, wherein when the processing unit determines that the first facial image matches the user information of one of the user members, the processing unit is further configured to respond to one of the user members The user information of the member, the authentication question and the unlocking array are simultaneously displayed on the touch screen, and the authentication answer is distributed in a part of the array blocks, and the symbol generating unit is further used to generate a plurality of random Characters, and distribute these random characters in the rest of the array blocks, the processing unit is further used to parse out an input data according to the dragging sequence of the track pattern, and determine that the input data matches the When authenticating the answer, the authentication passes the identity authentication of the operator. 如請求項6所述之無卡式金融交易系統,其中當該處理單元判斷出該第一面部影像匹配該其中一用戶成員的該用戶資料時,該處理單元更用以因應該其中一用戶成員的該用戶資料,將該認證問題及該解鎖陣列同時顯示於該觸控螢幕上,並將該認證答案分配於該些陣列區塊之一部分內,該符號產生單元更用以產生多數個隨機字元,並將該些隨機字元分配於該些陣列區塊之其餘部分內,該處理單元更用以依據該軌跡圖案之拖曳順序解析出一輸入資料,並於判斷出該輸入資料包含該些隨機字元時,認證通過該操作人員之身分認證。The cardless financial transaction system as described in claim 6, wherein when the processing unit determines that the first facial image matches the user information of one of the user members, the processing unit is further configured to respond to one of the user members The user information of the member, the authentication question and the unlocking array are simultaneously displayed on the touch screen, and the authentication answer is distributed in a part of the array blocks, and the symbol generating unit is further used to generate a plurality of random Characters, and distribute these random characters in the rest of the array blocks, the processing unit is further used to parse out an input data according to the dragging order of the track pattern, and when it is judged that the input data contains the When these random characters are used, the authentication passes the identity authentication of the operator. 如請求項1所述之無卡式金融交易系統,其中該觸控螢幕更輸出一數字鍵介面,以接收該操作人員從該數字鍵介面輸入一數字組, 其中當該處理單元判斷出該第一面部影像匹配該其中一用戶成員的該用戶資料時,該處理單元判斷該操作人員所輸入之該數字組是否匹配該些用戶成員其中之一的該用戶資料,以作為是否認證通過該操作人員之身分認證的依據。 The cardless financial transaction system as described in Claim 1, wherein the touch screen further outputs a number key interface to receive the operator inputting a number group from the number key interface, Wherein when the processing unit judges that the first facial image matches the user profile of one of the user members, the processing unit judges whether the number set input by the operator matches the user of one of the user members The information is used as the basis for whether to pass the identity authentication of the operator. 一種主機伺服器,適用於一無卡式金融交易系統,包含: 一資料庫單元,其內儲存有多筆對應不同用戶成員之用戶資料; 一傳輸單元,透過一網路架構電連接一自動櫃員機,用以接收該自動櫃員機傳來之一操作人員之一面部影像以及該自動櫃員機之一觸控螢幕上所輸入的一軌跡圖案; 一影像辨識模組,用以辨識該面部影像; 一符號產生單元,用以將多數個符號元隨機分配於該觸控螢幕上所顯示之一解鎖陣列內,該解鎖陣列包含多數個陣列區塊;以及 一處理單元,電連接該傳輸單元、該影像辨識模組、該符號產生單元及該資料庫單元,用以依序判斷該面部影像及該軌跡圖案是否匹配該些用戶成員其中之一的該用戶資料,以作為是否認證通過該操作人員之身分認證的依據。 A host server, suitable for a cardless financial transaction system, comprising: A database unit, which stores multiple pieces of user data corresponding to different user members; A transmission unit, electrically connected to an automatic teller machine through a network structure, for receiving an operator's facial image transmitted from the automatic teller machine and a trajectory pattern input on a touch screen of the automatic teller machine; an image recognition module for recognizing the facial image; A symbol generating unit, used to randomly distribute a plurality of symbol elements in an unlocking array displayed on the touch screen, the unlocking array includes a plurality of array blocks; and A processing unit, electrically connected to the transmission unit, the image recognition module, the symbol generation unit and the database unit, for sequentially judging whether the facial image and the track pattern match the user who is one of the user members The information is used as the basis for whether to pass the identity authentication of the operator. 如請求項10所述之主機伺服器,其中該影像辨識模組包含: 分割單元,用以對該面部影像進行一圖像分割技術,並將該面部影像分割為包含多數個尺寸相同的方格之一方陣; 一標記單元,電連接該分割單元,用以分別標記該方陣之所有邊緣所對應之該些方格之一部分,以及其餘位置之該些方格之另部分;以及 一計算單元,電連接該標記單元,用以計算出該面部影像對應該些方格的該另部分之多數個特徵向量,該些特徵向量被排列為一特徵矩陣。 The host server as described in claim 10, wherein the image recognition module includes: a segmentation unit, which is used to perform an image segmentation technique on the facial image, and segment the facial image into multiple squares with the same size a square matrix of grids; a marking unit, electrically connected to the division unit, for respectively marking a part of the grids corresponding to all edges of the square matrix, and another part of the grids in the remaining positions; and a calculation unit , is electrically connected to the marking unit, and is used to calculate a plurality of feature vectors of the facial image corresponding to the other part of the squares, and the feature vectors are arranged as a feature matrix. 如請求項10所述之主機伺服器,更包含: 一收題單元,電連接該處理單元,用以收集該其中一用戶成員從一銀行伺服器所傳來之至少一認證問題及一對應該認證問題之認證答案,並將該認證問題及對應之該認證答案存入該資料庫單元內。 The host server as described in claim 10 further includes: A question receiving unit, electrically connected to the processing unit, used to collect at least one authentication question and a pair of authentication answers corresponding to the authentication question sent by one of the user members from a bank server, and combine the authentication question and the corresponding The authentication answer is stored in the database unit. 如請求項12所述之主機伺服器,其中當該處理單元判斷出該面部影像匹配該其中一用戶成員的該用戶資料時,該處理單元更用以因應該其中一用戶成員的該用戶資料,將該認證問題及該解鎖陣列同時顯示於該觸控螢幕上,並將該認證答案分配於該些陣列區塊之一部分內,該符號產生單元更用以產生多數個隨機字元,並將該些隨機字元分配於該些陣列區塊之其餘部分內,該處理單元更用以依據該軌跡圖案之拖曳順序解析出一輸入資料,並於判斷出該輸入資料匹配該認證答案時,認證通過該操作人員之身分認證。The host server as described in claim 12, wherein when the processing unit determines that the facial image matches the user information of one of the user members, the processing unit is further configured to respond to the user information of one of the user members, displaying the authentication question and the unlocking array on the touch screen at the same time, and distributing the authentication answer in a part of the array blocks, the symbol generating unit is further used to generate a plurality of random characters, and the These random characters are allocated in the rest of the array blocks, and the processing unit is further used to parse out an input data according to the dragging sequence of the track pattern, and when it is judged that the input data matches the authentication answer, the authentication is passed The identity authentication of the operator. 如請求項12所述之主機伺服器,其中當該處理單元判斷出該面部影像匹配該其中一用戶成員的該用戶資料時,該處理單元更用以因應該其中一用戶成員的該用戶資料,將該認證問題及該解鎖陣列同時顯示於該觸控螢幕上,並將該認證答案分配於該些陣列區塊之一部分內,該符號產生單元更用以產生多數個隨機字元,並將該些隨機字元分配於該些陣列區塊之其餘部分內,該處理單元更用以依據該軌跡圖案之拖曳順序解析出一輸入資料,並於判斷出該輸入資料包含該些隨機字元時,認證通過該操作人員之身分認證。The host server as described in claim 12, wherein when the processing unit determines that the facial image matches the user information of one of the user members, the processing unit is further configured to respond to the user information of one of the user members, displaying the authentication question and the unlocking array on the touch screen at the same time, and distributing the authentication answer in a part of the array blocks, the symbol generating unit is further used to generate a plurality of random characters, and the These random characters are allocated in the rest of the array blocks, and the processing unit is further used to parse out an input data according to the dragging sequence of the track pattern, and when it is judged that the input data contains the random characters, Authentication is through the identity authentication of the operator.
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI819765B (en) * 2022-08-25 2023-10-21 合作金庫商業銀行股份有限公司 Cardless finance transaction system and its host server

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