TW201928778A - Face-recognition consumption recording system and device including a storage unit, an image capturing unit and a processing unit - Google Patents
Face-recognition consumption recording system and device including a storage unit, an image capturing unit and a processing unit Download PDFInfo
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Abstract
Description
本發明是有關於一種結合人臉辨識的消費記錄系統及設備,且特別是有關於一種可提供消費者前次購物記錄的人臉識別消費記錄系統及設備。 The present invention relates to a consumer recording system and apparatus incorporating face recognition, and more particularly to a face recognition consumption recording system and apparatus that can provide a consumer's previous shopping record.
到餐廳用餐對於現代一般人的生活而言是一件很習以為常的事,在點餐過程中,通常是顧客會依據自己的口味喜好向店家進行點餐,店家將顧客要的餐點準備好後上桌,待完食後,顧客結帳後即完成此交易。等下一次,相同的顧客來店,還是做相同的動作完成下次的交易。但每個人口味都有習慣性,也就是這一次點的餐點,下一次再點相同餐點的機率很高。但由於餐點種類繁多,並不是個店員都能記住每一個顧客前次所點的餐點是什麼,因此若能依據顧客前次消費的歷程,提供點餐建議,應該可以提升店家的服務品質。 Dining at a restaurant is a common practice for modern people. In the process of ordering, customers usually order food at the store according to their taste preferences. The store prepares the food for the customer. At the table, after the food is finished, the customer completes the transaction after the checkout. Waiting for the next time, the same customer comes to the store, or do the same action to complete the next transaction. But everyone's taste has a habit, that is, this time the meal, the next time you order the same meal is very high. However, due to the wide variety of meals, it is not a clerk who can remember what the previous meal order of each customer is. Therefore, if you can provide order advice based on the customer's previous consumption history, you should be able to improve the store's service. quality.
本發明提供一種人臉識別消費記錄系統及設備,就由消費者個人的消費歷程提供消費建議,以提高店家服務品質。 The invention provides a face recognition consumption recording system and device, which provides consumer suggestions on the consumer's personal consumption history to improve the service quality of the store.
本發明提出一種人臉識別消費記錄系統,包括:一 儲存單元、一影像擷取單元及一處理單元。儲存單元儲存一人臉圖像及對應人臉圖像之一人臉特徵資訊與一消費資訊;影像擷取單元取得一即時人臉圖像;處理單元包括:一臉部特徵擷取模組分析即時人臉圖像以取得一即時臉部特徵資訊;一臉部特徵比對模組比對即時臉部特徵資訊與人臉特徵資訊;以及,一消費追蹤模組依據臉部特徵比對模組的比對結果,取得對應即時人臉圖像的消費資訊。 The invention provides a face recognition consumption recording system, comprising: a a storage unit, an image capture unit and a processing unit. The storage unit stores a face image and a face feature information and a consumption information of the corresponding face image; the image capturing unit obtains an instant face image; the processing unit includes: a face feature capturing module analyzing the instant person The face image obtains an instant facial feature information; a facial feature comparison module compares the instant facial feature information with the facial feature information; and a consumption tracking module compares the facial feature comparison module For the result, the consumption information corresponding to the instant face image is obtained.
在本發明之一實施例中,上述之儲存單元為一雲端人臉資料庫以儲存人臉圖像及對應人臉圖像之人臉特徵資訊與消費資訊。 In an embodiment of the present invention, the storage unit is a cloud face database to store facial feature information and consumption information of the face image and the corresponding face image.
在本發明之一實施例中,上述之臉部特徵比對模組係依據人臉圖像,透過運算產生並記錄人臉特徵資訊後,將人臉圖像依據人臉特徵資訊將人臉圖像群聚並加以標註。 In an embodiment of the present invention, the face feature comparison module generates and records the face feature information through the operation according to the face image, and then the face image is based on the face feature information. Like clustering and labeling.
在本發明之一實施例中,上述之處理單元更包括一學習模組,學習模組係依據人臉圖像及人臉特徵資訊以塑模出一人臉特徵參數,臉部特徵比對模組係依據人臉特徵參數,運算即時臉部特徵資訊以產生比對結果。 In an embodiment of the present invention, the processing unit further includes a learning module, and the learning module is configured to mold a facial feature parameter according to the face image and the facial feature information, and the facial feature comparison module The instant facial feature information is calculated according to the facial feature parameters to generate a comparison result.
在本發明之一實施例中,人臉即時識別系統更包括一輸入單元用以取得一消費歷程,處理單元更包括一消費記錄模組,係用以記錄對應即時人臉圖像的消費歷程,其中,消費記錄模組更依據消費歷程以整合更新消費資訊。 In an embodiment of the present invention, the face recognition system further includes an input unit for obtaining a consumption history, and the processing unit further includes a consumption record module for recording the consumption history of the corresponding instant face image. Among them, the consumption record module is based on the consumption history to integrate and update consumer information.
本發明更提出一種人臉識別消費記錄設備,包括: 一雲端人臉資料庫、一輸入單元、一影像擷取單元及一處理單元。雲端人臉資料庫儲存一人臉圖像及對應人臉圖像之一人臉特徵資訊與一消費資訊;輸入單元取得一消費歷程;影像擷取單元取得一即時人臉圖像;處理單元包括:一學習模組依據人臉圖像及人臉特徵資訊以塑模出一人臉特徵參數;一臉部特徵擷取模組分析即時人臉圖像以取得一即時臉部特徵資訊;一臉部特徵比對模組依據人臉特徵參數,運算即時臉部特徵資訊以產生比對結果;一消費追蹤模組依據臉部特徵比對模組的比對結果,取得對應即時人臉圖像的消費資訊;以及,一消費記錄模組依據臉部特徵資訊及消費歷程以整合更新消費資訊。 The invention further provides a face recognition consumption recording device, comprising: A cloud face database, an input unit, an image capturing unit and a processing unit. The cloud face database stores one face image and one face image information and a consumption information of the corresponding face image; the input unit obtains a consumption history; the image capturing unit obtains an instant face image; the processing unit includes: The learning module molds a facial feature parameter according to the face image and the facial feature information; a facial feature capturing module analyzes the real face image to obtain an instant facial feature information; a facial feature ratio The module calculates the instant facial feature information according to the facial feature parameter to generate a comparison result; and the consumption tracking module obtains the consumption information corresponding to the instant facial image according to the comparison result of the facial feature comparison module; And, a consumption record module integrates and updates the consumption information according to the facial feature information and the consumption history.
本發明可架設於連鎖商家建立熟客系統,架設後客人來店消費一次後即可記錄於相關臉部特徵,並收集當日整批來店客人影像後後續進行消費習慣標註,藉此,於相對應客人再次前往消費時即可對店家進行顧客消費相關訊息提醒。 The invention can be set up in a chain merchant to establish a regular customer system. After the guest sets up, the guest can record the relevant facial features once they come to the store for consumption, and collect the image of the customer in the whole batch of the same day, and then mark the consumption habits accordingly, thereby correspondingly When you go to the consumer again, you can remind the store about customer spending.
110‧‧‧儲存單元 110‧‧‧ storage unit
111‧‧‧人臉圖像 111‧‧‧Face image
112‧‧‧人臉特徵資訊 112‧‧‧Face feature information
113‧‧‧消費資訊 113‧‧‧Consumer Information
120‧‧‧影像擷取單元 120‧‧‧Image capture unit
130‧‧‧處理單元 130‧‧‧Processing unit
140‧‧‧臉部特徵擷取模組 140‧‧‧Face feature capture module
150‧‧‧臉部特徵比對模組 150‧‧‧Face Feature Comparison Module
160‧‧‧動態追蹤模組 160‧‧‧Dynamic Tracking Module
170‧‧‧消費記錄模組 170‧‧‧ Consumption Record Module
210‧‧‧雲端人臉資料庫 210‧‧‧Cloud Face Database
220‧‧‧輸入單元 220‧‧‧ input unit
300‧‧‧電子裝置 300‧‧‧Electronic devices
310‧‧‧螢幕 310‧‧‧ screen
311‧‧‧前次消費資訊 311‧‧‧ Previous Consumer Information
312‧‧‧本次消費資訊 312‧‧‧ Consumption Information
320‧‧‧新增按鈕 320‧‧‧Add button
330‧‧‧輸入介面 330‧‧‧Input interface
圖1是本發明之一種人臉識別消費記錄系統的方塊圖。 1 is a block diagram of a face recognition consumption recording system of the present invention.
圖2是本發明之一種人臉識別消費記錄設備的方塊圖。 2 is a block diagram of a face recognition consumer recording device of the present invention.
圖3是本發明之一實施例的顧客影像擷取示意圖。 3 is a schematic diagram of customer image capture in accordance with an embodiment of the present invention.
圖4是對應圖3之該顧客先前消費記錄示意圖。 4 is a schematic diagram of the customer's previous consumption record corresponding to FIG. 3.
圖5是對應圖3之該顧客本次消費的示意圖。 FIG. 5 is a schematic diagram of the customer's current consumption corresponding to FIG. 3.
為讓本發明之上述特徵和優點能更明顯易懂,下文特舉實施例,並配合所附圖式,作詳細說明如下。 The above described features and advantages of the present invention will be more apparent from the following description.
圖1是本發明之一種人臉識別消費記錄系統的方塊圖。在圖1中,人臉識別消費記錄系統,包括:一儲存單元110、一影像擷取單元120及一處理單元130。儲存單元110儲存一人臉圖像111及對應人臉圖像111之一人臉特徵資訊112與一消費資訊113;影像擷取單元120取得一即時人臉圖像;處理單元130包括:一臉部特徵擷取模組140分析即時人臉圖像以取得一即時臉部特徵資訊;一臉部特徵比對模組150比對即時臉部特徵資訊與人臉特徵資訊112;以及,一消費追蹤模組160依據臉部特徵比對模組的比對結果,取得對應即時人臉圖像的消費資訊113。 1 is a block diagram of a face recognition consumption recording system of the present invention. In FIG. 1 , the face recognition consumption recording system includes a storage unit 110 , an image capturing unit 120 , and a processing unit 130 . The storage unit 110 stores a face image 111 and a face feature information 112 and a consumption information 113 of the corresponding face image 111; the image capturing unit 120 obtains an instant face image; and the processing unit 130 includes: a facial feature The capture module 140 analyzes the instant face image to obtain an instant facial feature information; a facial feature comparison module 150 compares the instant facial feature information with the facial feature information 112; and, a consumption tracking module 160 obtains the consumption information 113 corresponding to the instant face image according to the comparison result of the facial feature comparison module.
於本實施例中,儲存單元110為一雲端人臉資料庫以儲存人臉圖像111及對應人臉圖像111之人臉特徵資訊112與消費資訊113。 In this embodiment, the storage unit 110 is a cloud face database to store the face image 111 and the face feature information 112 and the consumption information 113 of the corresponding face image 111.
於本實施例中,臉部特徵比對模組150係依據人臉圖像111,透過運算產生並記錄人臉特徵資訊112後,將人臉圖像111依據人臉特徵資訊112將人臉圖像群聚並加以標註。 In the embodiment, the facial feature comparison module 150 generates and records the facial feature information 112 according to the facial image 111, and then the facial image 111 displays the facial image according to the facial feature information 112. Like clustering and labeling.
於本實施例中,處理單元130更包括一學習模組,學習模組係依據人臉圖像111及人臉特徵資訊112以塑模出一人臉特徵參數,臉部特徵比對模組150係依據人臉特徵參數,運算即時臉部特徵資訊以產生比對結果。 In the embodiment, the processing unit 130 further includes a learning module, and the learning module is configured to mold a facial feature parameter according to the facial image 111 and the facial feature information 112, and the facial feature comparison module 150 is configured. According to the face feature parameter, the instant facial feature information is calculated to generate a comparison result.
於本實施例中,人臉即時識別系統更包括一輸入單元用以取得一消費歷程,處理單元130更包括一消費記錄模組,係用以記錄對應即時人臉圖像的消費歷程,其中,消費記錄模組更依據消費歷程以整合更新消費資訊。 In this embodiment, the face recognition system further includes an input unit for obtaining a consumption history, and the processing unit 130 further includes a consumption record module for recording a consumption history of the corresponding instant face image, wherein The consumption record module is based on the consumption history to integrate and update consumer information.
圖2是本發明之一種人臉識別消費記錄設備的方塊圖。在圖2中,人臉識別消費記錄設備包括:一雲端人臉資料庫210、一輸入單元220、一影像擷取單元120及一處理單元130。雲端人臉資料庫210儲存一人臉圖像111及對應人臉圖像111之一人臉特徵資訊112與一消費資訊113;輸入單元220取得一消費歷程;影像擷取單元120取得一即時人臉圖像。 2 is a block diagram of a face recognition consumer recording device of the present invention. In FIG. 2, the face recognition consumption recording device includes: a cloud face database 210, an input unit 220, an image capturing unit 120, and a processing unit 130. The cloud face database 210 stores a face image 111 and a face feature information 112 and a consumption information 113 of the corresponding face image 111; the input unit 220 obtains a consumption history; and the image capturing unit 120 obtains an instant face map. image.
處理單元130包括:一學習模組依據人臉圖像及人臉特徵資訊以塑模出一人臉特徵參數;一臉部特徵擷取模組140分析即時人臉圖像以取得一即時臉部特徵資訊;一臉部特徵比對模組150依據人臉特徵參數,運算即時臉部特徵資訊以產生比對結果;一消費追蹤模組160依據臉部特徵比對模組的比對結果,取得對應即時人臉圖像的消費資訊;以及,一消費記錄模組170依據臉部特徵資訊及消費歷程以整合更新消費資訊。 The processing unit 130 includes: a learning module to mold a facial feature parameter according to the face image and the facial feature information; and a facial feature capturing module 140 to analyze the instant facial image to obtain an instant facial feature The facial feature comparison module 150 calculates the instant facial feature information according to the facial feature parameter to generate a comparison result; and the consumption tracking module 160 obtains the correspondence according to the comparison result of the facial feature comparison module. The consumption information of the instant face image; and a consumption record module 170 integrates and updates the consumption information according to the facial feature information and the consumption history.
於本實施例中,臉部特徵比對模組係依據人臉圖像,透過運算產生並記錄人臉特徵資訊後,將人臉圖像依據人臉特徵資訊將人臉圖像群聚並加以標註。 In this embodiment, the face feature comparison module generates and records the face feature information through the operation according to the face image, and then the face image is grouped according to the face feature information. Label.
請同時參閱圖3~圖5,圖3是本發明之一實施例的顧客影像擷取示意圖,圖4是對應圖3之該顧客先前消費記錄示 意圖,及,圖5是對應圖3之該顧客本次消費的示意圖。 Please refer to FIG. 3 to FIG. 5 at the same time. FIG. 3 is a schematic diagram of customer image capture according to an embodiment of the present invention, and FIG. 4 is a view of the customer's previous consumption record corresponding to FIG. Intention, and FIG. 5 is a schematic diagram corresponding to the customer's current consumption of FIG.
在圖3中,當顧客來店時先透過電子裝置300的影像擷取單元120取得顧客的頭像,再經過處理單元的臉部特徵比對分析後,取得顧客的前次消費資訊311顯示在電子裝置300的螢幕310上,如圖4所示,當客戶要進行點菜時,可以參考之前的消費資訊311,也可以透過新增按鈕320後,透過輸入介面330進行新菜色的點選,建立本次消費資訊312,嗣後,處理單元的消費記錄模組依據臉部特徵資訊及消費歷程以整合更新消費資訊。 In FIG. 3, when the customer comes to the store, the image capturing unit 120 of the electronic device 300 first obtains the customer's avatar, and after the facial feature comparison analysis of the processing unit, the customer's previous consumption information 311 is displayed on the electronic. On the screen 310 of the device 300, as shown in FIG. 4, when the customer wants to order, the customer may refer to the previous consumption information 311, or after adding the button 320, the new interface may be selected through the input interface 330 to establish After the consumption information 312, the processing record module of the processing unit integrates and updates the consumption information according to the facial feature information and the consumption history.
雖然本發明以前述實施例揭露如上,然其並非用以限定本發明,任何熟習相像技藝者,在不脫離本發明之精神和範圍內,所作更動與潤飾之等效替換,仍為本發明之專利保護範圍內。 While the present invention has been described above in the foregoing embodiments, it is not intended to limit the invention, and the equivalents of the modifications and retouchings are still in the present invention without departing from the spirit and scope of the invention. Within the scope of patent protection.
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