TWM626411U - Cardless finance transaction system and its host server - Google Patents
Cardless finance transaction system and its host server Download PDFInfo
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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 is about a financial transaction system, especially a cardless financial transaction system and a host server.
一般而言,現有的無卡提款系統中,提款者不需對自動櫃員機(Automated Teller Machine, ATM)插入金融卡,也能從自動櫃員機進行提款,提高使用者不少便利與興趣。現有的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。Generally speaking, in the existing cardless cash withdrawal system, the cashier can withdraw money from the ATM without inserting a financial card into the Automated Teller Machine (ATM), which improves the convenience and interest of users. One of the existing methods of authentication is to verify the identity of the withdrawer through vein identification.
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。However, an ATM using vein identification must be equipped with a specific vein sensing device, so additional hardware equipment is required, and hardware cost is increased, thereby failing to increase the willingness of operators to set up.
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。It can be seen that the above-mentioned technology obviously still has inconvenience and defects, and needs to be further improved. Therefore, how to effectively solve the above-mentioned inconveniences and defects is one of the important research and development issues at present, and it has also become an urgent need for improvement in the current 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 the present invention is to provide a cardless financial transaction system and a host server to solve the above-mentioned difficulties in the 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、一第一影像擷取裝置與一顯示螢幕,顯示螢幕用以對一操作人員顯示至少一手勢提示畫面,第一影像擷取裝置用以對操作人員擷取一驗證影像,驗證影像包含操作人員依據手勢提示畫面所出示之一演示手勢。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數筆對應不同用戶之用戶手部特徵值,影像辨識單元用以辨識驗證影像,並依據演示手勢之一手部解析出一手勢特徵值,處理單元電連接第二傳輸單元、資料庫單元與影像辨識單元,用以比對並判斷手勢特徵值是否匹配其中一用戶手部特徵值。An 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 image capturing device and a display screen, the display screen is used for displaying at least one gesture prompting screen to an operator, and the first image capturing device is used for capturing an image for the operator. The verification image includes a demonstration gesture presented by the operator according to the gesture prompt screen. The host server includes a second transmission unit, a database unit, an image recognition 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 the user's hand characteristic values of a plurality of pens corresponding to different users. The image recognition unit is used for recognizing the verification image and displaying a hand according to the gesture. A gesture feature value is parsed, and the processing unit is electrically connected to the second transmission unit, the database unit and the image recognition unit for comparing and judging whether the gesture feature value matches one of the user's hand feature values.
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身分驗證單元。身分驗證單元電連接處理單元,用以指示自動櫃員機依序執行多個身分驗證步驟,並因應這些身分驗證步驟透過顯示螢幕顯示多個手勢提示畫面。According to one or more embodiments of the present invention, in the above cardless financial transaction system, the host server further includes an identity verification unit. The identity verification unit is electrically connected to the processing unit for instructing the automatic teller machine to execute a plurality of identity verification steps in sequence, and displays a plurality of gesture prompting screens on the display screen according to the identity verification steps.
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,這些手勢提示畫面分別為剪刀手勢、石頭手勢、布手勢與數字手勢之提示。According to one or more embodiments of the present invention, in the above-mentioned cardless financial transaction system, the gesture prompting screens are respectively prompts of scissors gesture, rock gesture, cloth gesture and digital gesture.
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三傳輸單元、一第二影像擷取裝置與一註冊單元。第三傳輸單元透過網路架構電連接第二傳輸單元。第二影像擷取裝置用以對一註冊用戶擷取一註冊影像。註冊影像包含註冊用戶之手部所出示之另一演示手勢。註冊單元電連接第三傳輸單元與第二影像擷取裝置,用以要求主機伺服器之影像辨識單元辨識註冊影像,使得影像辨識單元依據另一演示手勢之一手部解析出另一用戶手部特徵值,並讓另一用戶手部特徵值存入主機伺服器之資料庫單元。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 third transmission unit, a second image capture device and a registration unit. The third transmission unit is electrically connected to the second transmission unit through the network structure. The second image capturing device is used for capturing a registered image for a registered user. The registered image includes another demonstration gesture shown by the registered user's hand. The registration unit is electrically connected to the third transmission unit and the second image capture device, and is used for requesting the image recognition unit of the host server to recognize the registration image, so that the image recognition unit analyzes the hand feature of another user according to one hand of another demonstration gesture value, and store the feature value of another user's hand in the database unit of the host server.
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,影像辨識單元依據演示手勢之手部之手腕定點、手指之指尖及指關節解析出手勢特徵值,以及依據另一演示手勢之手部之手腕定點、手指之指尖及指關節解析出另一用戶手部特徵值。According to one or more embodiments of the present invention, in the above-mentioned cardless financial transaction system, the image recognition unit analyzes the gesture feature value according to the wrist position of the hand, the fingertips and the knuckles of the finger, and according to another The wrist fixed point, fingertips and knuckles of the hand of the demonstration gesture are analyzed to obtain another user's hand feature value.
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,處理單元取得演示手勢之手勢特徵值之特徵矩陣與其中一用戶手部特徵值之特徵矩陣之間的差距範圍,並於判斷出差距範圍符合一預設範圍時,處理單元判定手勢特徵值匹配其中一用戶手部特徵值。According to one or more embodiments of the present invention, in the above-mentioned cardless financial transaction system, the processing unit obtains the gap range between the feature matrix of the gesture feature values of the demonstration gesture and the feature matrix of one of the hand feature values of the user, and When it is determined that the gap range conforms to a predetermined range, the processing unit determines that the gesture feature value matches one of the user hand feature values.
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傳輸單元、一資料庫單元、一影像辨識單元及一處理單元。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驗證影像,驗證影像包含一操作人員所出示之一演示手勢。資料庫單元內儲存有多數筆對應不同用戶之用戶手部特徵值。影像辨識單元用以辨識驗證影像,並依據演示手勢之一手部之手腕定點、手指之指尖及指關節解析出一手勢特徵值。處理單元電連接傳輸單元、資料庫單元與影像辨識單元,用以比對並判斷手勢特徵值是否匹配其中一用戶手部特徵值。An 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 transmission unit, a database unit, an image recognition unit and a processing unit. The transmission unit is electrically connected to an ATM through a network structure, and is used for receiving a verification image transmitted from the ATM, and the verification image includes a demonstration gesture presented by an operator. The database unit stores user hand characteristic values of a plurality of pens corresponding to different users. The image recognition unit is used for recognizing the verification image, and analysing a gesture feature value according to the wrist fixed point of the hand, the fingertip and the knuckle of the finger of the demonstration gesture. The processing unit is electrically connected to the transmission unit, the database unit and the image recognition unit, and is used for comparing and judging whether the gesture feature value matches one of the user hand feature values.
依據本創作一或複數個實施例,上述主機伺服器更包含一身分驗證單元,身分驗證單元電連接處理單元,用以指示自動櫃員機依序執行多個身分驗證步驟,並提供多個對應之身分驗證步驟的手勢提示畫面至自動櫃員機。According to one or more embodiments of the present invention, the host server further includes an identity verification unit, and the identity verification unit is electrically connected to the processing unit for instructing the ATM to execute a plurality of identity verification steps in sequence and provide a plurality of corresponding identities The gesture prompt screen of the verification step to the ATM.
依據本創作一或複數個實施例,在上述主機伺服器中,這些手勢提示畫面分別為剪刀手勢、石頭手勢、布手勢與數字手勢之提示。According to one or more embodiments of the present invention, in the above-mentioned host server, the gesture prompting screens are respectively prompts of scissors gesture, rock gesture, cloth gesture, and number gesture.
依據本創作一或複數個實施例,在上述主機伺服器中,處理單元取得演示手勢之手勢特徵值之特徵矩陣與其中一用戶手部特徵值之特徵矩陣之間的差距範圍,並於判斷出差距範圍符合一預設範圍時,處理單元判定手勢特徵值匹配其中一用戶手部特徵值。According to one or more embodiments of the present invention, in the above-mentioned host server, the processing unit obtains the gap range between the feature matrix of the gesture feature values of the demonstration gesture and the feature matrix of one of the hand feature values of the user, and determines When the gap range conforms to a preset range, the processing unit determines that the gesture feature value matches one of the user hand feature values.
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,能夠迅速有效辨別是否為本人。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 of the above embodiments, the surveillance camera on the existing ATM can be used to quickly and effectively identify whether it is the person. In addition, for banks, there is no need to add additional hardware equipment, which can greatly improve 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 descriptions are only used to describe the problems to be solved by the present creation, the technical means for solving the problems, and the effects produced by them.
以下將以圖式揭露本創作之複數個實施例,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。Several embodiments of the present invention will be disclosed in the drawings below. For the sake of clarity, many practical details will be described together in the following description. It should be understood, however, that these practical details should not be used to limit the present creation. That is, in various embodiments of the present invention, these practical details are unnecessary. In addition, for the purpose of simplifying the drawings, some well-known structures and elements 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連接這些自動櫃員機100。FIG. 1 is a block diagram of a cardless
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具有第一傳輸單元110、第一影像擷取裝置120、顯示螢幕130、輸入單元140與控制單元150。控制單元150電連接第一傳輸單元110、第一影像擷取裝置120、顯示螢幕130與輸入單元140,用以分別控制第一傳輸單元110、第一影像擷取裝置120、顯示螢幕130與輸入單元140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。顯示螢幕130用以對上述操作人員顯示至提示畫面,例如手勢提示畫面。輸入單元140用以讓上述操作人員輸入執行指令。第一影像擷取裝置120用以對自動櫃員機100之前側進行攝影,例如,對操作人員擷取一驗證影像。驗證影像包含操作人員依據手勢提示畫面所出示之演示手勢。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,且第一影像擷取裝置120、顯示螢幕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
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包括第二傳輸單元210、資料庫單元220、影像辨識單元240、身分驗證單元250及處理單元260。第二傳輸單元210透過網路架構N(第1圖)電連接第一傳輸單元110。資料庫單元220內儲存有多數筆對應不同用戶之用戶手部特徵值230。每個用戶之用戶手部特徵值230皆為獨特性或排他性,意即,為唯一且不重複的。影像辨識單元240用以辨識驗證影像,並依據演示手勢之手部解析出一手勢特徵值。舉例來說,影像辨識單元240依據演示手勢之手部之手腕定點、手指之指尖及指關節解析出手勢特徵值。身分驗證單元250用以指示自動櫃員機100依序執行多個身分驗證步驟,並提供對應之這些身分驗證步驟的多個手勢提示畫面至顯示螢幕130。處理單元260電連接第二傳輸單元210、資料庫單元220、身分驗證單元250與影像辨識單元240,用以比對並判斷手勢特徵值是否匹配其中一用戶手部特徵值230,亦即,此演示手勢符合資料庫單元220內特定用戶之對應資料。FIG. 3 is a detailed block diagram of the
第4圖為第1圖之銀行伺服器300之細部方塊圖。如第2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(第1圖)。每個銀行伺服器300包含第三傳輸單元310、第二影像擷取裝置320與註冊單元330。第三傳輸單元310透過網路架構N電連接第二傳輸單元210。第二影像擷取裝置320用以對一註冊用戶400進行攝影,例如,對註冊用戶400擷取註冊影像。註冊影像包含註冊用戶400之手部所出示之另一演示手勢。註冊單元330電連接第三傳輸單元310與第二影像擷取裝置320,用以要求主機伺服器200之影像辨識單元240辨識註冊影像,使得影像辨識單元240依據另一演示手勢之手部解析出另一用戶手部特徵值230,並讓另一用戶手部特徵值230存入主機伺服器200之資料庫單元220。舉例來說,影像辨識單元240依據另一演示手勢之手部之手腕定點、手指之指尖及指關節解析出手勢特徵值。另外,第一手勢提示畫面與第二手勢提示畫面例如可以為剪刀手勢、石頭手勢、布手勢、任意數字(如1~5)手勢或其他明確且常見手勢之提示,然而,本創作不限於此。FIG. 4 is a detailed block diagram of the
第5A圖為一註冊用戶400之手部410被影像擷取之示意圖。如第4圖與第5A圖所示,當此註冊用戶400至一銀行分支申辦一無卡金融交易服務時,銀行分支之銀行伺服器300開始為此用戶建立一用戶手部特徵值230。其步驟包含如下。首先,銀行伺服器300之註冊單元330要求此註冊用戶400之手部410依據至少一個手勢提示出示一演示手勢,並使第二影像擷取裝置320對此註冊用戶400之手部410進行攝影;接著,傳至主機伺服器200之影像辨識單元240,使得影像辨識單元240依據此演示手勢之手部410解析出一用戶手部特徵值230,並讓此用戶手部特徵值230存入主機伺服器200之資料庫單元220,成為資料庫單元220內之多數筆對應不同用戶之用戶手部特徵值230其中之一。FIG. 5A is a schematic diagram of an image of the
須了解到,每個用戶存入越多的用戶手部特徵值230至資料庫單元220,越能增加仿造難度進而提升系統可靠性。此外,透過第二影像擷取裝置320擷取手部410之正面或反面之影像都可以被用以建立上述之用戶手部特徵值230。It should be understood that the more user hand feature values 230 are stored in the database unit 220 by each user, the more difficult it is to imitate and the more reliability of the system can be improved. In addition, the front or back images of the
第5B圖為第5A圖之註冊用戶400之手部410的手勢特徵值500之示意圖。如第4圖與第5B圖所示,舉例來說,當註冊用戶400之演示手勢為上述之布手勢時,影像辨識單元240便將此演示手勢之手部410依據其手腕定點、手指之指尖及指關節之所在位置解析出多個(例如21個)手部特徵點510。換句話說,這些手部特徵點510分別分布於手掌上,例如為手腕定點(特徵代號0,第5B圖)、各手指之指尖(特徵代號4、8、12、16與20,第5B圖)及指關節(特徵代號1~3、5~7、9~11、13~15與17~19,第5B圖)。接著,影像辨識單元240將任二相鄰之手部特徵點510之連線在座標中都取得一特徵向量520。接著,影像辨識單元240將每個特徵向量520經過特定標準差之計算後,取得到一特徵矩陣。如此,演示手勢中的這些特徵向量520所代表之這些特徵矩陣之集合總稱為上述之用戶手部特徵值。同理,影像辨識單元240也依據上述方式從驗證影像中之演示手勢的這些特徵向量520所代表之這些特徵矩陣解析出所述之手勢特徵值。FIG. 5B is a schematic diagram of the
更具體地,處理單元260比對演示手勢之手勢特徵值500之特徵矩陣與其中一用戶手部特徵值230之特徵矩陣,並取得二者之間的差距範圍;接著,判斷此差距範圍是否符合一預設範圍,若判斷出此差距範圍符合所述預設範圍時,處理單元260判定此手勢特徵值500匹配其中一用戶手部特徵值230;反之,判定此手勢特徵值500不匹配其中一用戶手部特徵值230。More specifically, the
第6圖為本實施例之無卡式金融交易系統之順序示意圖。如第2圖與第6圖所示,當一操作人員P至自動櫃員機100進行無卡金融交易之操作時,主機伺服器200隨機提供一第一手勢提示畫面至自動櫃員機100之顯示螢幕130,以供操作人員P據此出示一第一演示手勢H1(如數字五之手勢)。FIG. 6 is a schematic diagram of the sequence of the cardless financial transaction system of this embodiment. As shown in FIG. 2 and FIG. 6, when an operator P performs an operation of a cardless financial transaction on the
若主機伺服器200依據上述方式判斷出此第一演示手勢H1符合資料庫單元220內特定用戶之對應資料時,自動櫃員機100之顯示螢幕130繼續隨機提供一第二手勢提示畫面,以供操作人員P據此出示一第二演示手勢H2(如數字三之手勢);反之,若判斷不符合時,主機伺服器200從顯示螢幕130提出辨識錯誤的訊息。If the
接著,若主機伺服器200依據上述方式判斷出此第二演示手勢H2(如數字三之手勢)符合資料庫單元220內特定用戶之對應資料時,自動櫃員機100之顯示螢幕130繼續隨機提供一第三手勢提示畫面,以供操作人員P據此出示一第三演示手勢H3(如數字二之手勢);反之,若判斷不符合時,主機伺服器200從顯示螢幕130提出身分驗證錯誤的訊息。Then, if the
接著,若主機伺服器200依據上述方式判斷出此第三演示手勢H3(如數字二之手勢)符合資料庫單元220內特定用戶之對應資料時,主機伺服器200從顯示螢幕130提出身分驗證正確的訊息,並同意讓操作人員P繼續進行無卡金融交易。Next, if the
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310例如為網路介面控制器(network interface controller,NIC) 或其他類似元件。第一影像擷取裝置120與第二影像擷取裝置320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與註冊單元330例如為中央處理單元(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
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,能夠迅速有效辨別是否為本人。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 of the above embodiments, the surveillance camera on the existing ATM can be used to quickly and effectively identify whether it is the person. In addition, for banks, there is no need to add additional hardware equipment, which can greatly improve 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 above disclosed embodiments are not intended to limit the present creation. Anyone who is familiar with this technique can make various changes and modifications without departing from the spirit and scope of the present creation, and they can be protected in this book. in creation. Therefore, the scope of protection of this creation should be determined by the scope of the appended patent application.
10:無卡式金融交易系統 100:自動櫃員機 110:第一傳輸單元 120:第一影像擷取裝置 130:顯示螢幕 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 230:用戶手部特徵值 240:影像辨識單元 250:身分驗證單元 260:處理單元 300:銀行伺服器 310:第三傳輸單元 320:第二影像擷取裝置 330:註冊單元 400:註冊用戶 410:手部 500:手勢特徵值 510:手部特徵點 520:特徵向量 P:操作人員 H1:第一演示手勢 H2:第二演示手勢 H3:第三演示手勢 N:網路架構10: Cardless financial transaction system 100: ATM 110: The first transmission unit 120: The first image capture device 130: Display screen 140: Input unit 150: Control unit 200: host server 210: Second transmission unit 220: Library Unit 230: User hand feature value 240: Image recognition unit 250: Authentication Unit 260: Processing Unit 300: Bank server 310: Third Transmission Unit 320: Second Image Capture Device 330: Registration Unit 400: registered user 410: Hands 500: Gesture feature value 510: Hand feature points 520: Eigenvectors P: Operator H1: First Demonstration Gesture H2: Second Demonstration Gesture H3: Third Demonstration Gesture 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5A圖為一註冊用戶之手部被影像擷取之示意圖; 第5B圖為第5A圖之註冊用戶的手勢特徵值之示意圖;以及 第6圖為本實施例之無卡式金融交易系統之順序示意圖。 In order to make the above-mentioned and other objects, features, advantages and embodiments of the present creation more obvious and easy to understand, the descriptions of the accompanying drawings are as follows: Figure 1 is a block diagram of a cardless financial transaction system according to an embodiment of the invention; Figure 2 is a detailed block diagram of the ATM of Figure 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; Figure 5A is a schematic diagram of a registered user's hand being captured by an image; FIG. 5B is a schematic diagram of the gesture feature values of the registered user of FIG. 5A; and FIG. 6 is a schematic diagram of the sequence of the cardless financial transaction system of this embodiment.
10:無卡式金融交易系統 10: Cardless financial transaction system
100:自動櫃員機 100: ATM
200:主機伺服器 200: host server
300:銀行伺服器 300: Bank server
N:網路架構 N: Network Architecture
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