TW202338590A - Human-machine interface controllable by hand gesture - Google Patents

Human-machine interface controllable by hand gesture Download PDF

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TW202338590A
TW202338590A TW111112249A TW111112249A TW202338590A TW 202338590 A TW202338590 A TW 202338590A TW 111112249 A TW111112249 A TW 111112249A TW 111112249 A TW111112249 A TW 111112249A TW 202338590 A TW202338590 A TW 202338590A
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image
hand
module
control
multimedia information
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TWI798038B (en
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吳世光
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國立勤益科技大學
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Abstract

The present invention provides a human-machine interface controllable by hand gesture, including a display interface, a database, a camera module, and a control module. The display interface displays multimedia information. The database stores a plurality of hand gestures and corresponding operation commands. The camera module captures an image of a non-contact operation performed by a user corresponding to the multimedia information. The control module receives the operation image from the camera module, and extracts the hand image through image processing, marks a framework image from the hand image, and compares framework image with each hand gestures in the database, so as to receive the matching hand gestures and corresponding operation command. The control module sends the received operation command back to the multimedia information, so as to carry out a non-contact operation to the multimedia information, achieving a non-contact controlling effect.

Description

具有手部姿勢操控之人機介面裝置Human-machine interface device with hand gesture control

本發明係關於一種人機介面相關領域,尤指一種具有手部姿勢操控之人機介面裝置。The present invention relates to the field related to human-machine interface, and in particular, to a human-machine interface device with hand gesture control.

按,人機介面裝置從常見的提款機、ibon、自助結帳機、到工業用的觸控電腦等,應用十分廣泛,其中,人機介面裝置具有觸控螢幕,而觸控螢幕是可以接收觸頭(包括手指或者膠筆頭等)等輸入訊號的感應式LED顯示器、液晶顯示、平板螢幕或電子墨水裝置。Press, human-machine interface devices are widely used from common cash machines, Ibon, self-checkout machines, to industrial touch computers, etc. Among them, human-machine interface devices have touch screens, and touch screens can Inductive LED displays, LCD displays, flat screens or electronic ink devices that receive input signals from contacts (including fingers or pen tips, etc.).

當接觸了螢幕上的圖形按鈕時,螢幕上的觸覺回饋系統可根據預先編程的程式驅動各種連結裝置,可用以取代機械式的按鈕面板,並藉由顯示畫面製造出生動的影音效果。When the graphic buttons on the screen are touched, the tactile feedback system on the screen can drive various connection devices according to pre-programmed programs, which can be used to replace the mechanical button panel and create vivid audio and video effects through the display screen.

然而,近年來由於COVID-19新冠肺炎的流行,使用者往往因Covid-19疫情影響,而不願直接觸控公共之觸控式螢幕,避免觸控式螢幕易產生接觸感染之疑慮,而是透過其他觸控元件(例如觸控筆)進行操作,由於觸控元件接觸到觸控式螢幕,可能會有反應延遲的問題,所以使用者會加大觸控元件的使用力道,導致觸控式螢幕容易損壞。However, due to the epidemic of COVID-19 in recent years, users are often reluctant to directly touch public touch screens due to the impact of the Covid-19 epidemic, in order to avoid the risk of contact infection caused by touch screens. Instead, When operating through other touch components (such as a stylus), since the touch component contacts the touch screen, there may be a delay in response, so the user will increase the force of the touch component, causing the touch screen to The screen is easily damaged.

另外,人機介面裝置的觸控式螢幕式需要使用者的直接觸控,對於身障人士而言,往往在操作上有一定難度,例如:人機介面裝置之觸控式螢幕架設過高,導致腿部不變的身障人士無法順利使用,造成使用時的困難。In addition, the touch screen of the human-machine interface device requires direct touch control by the user. For people with disabilities, it is often difficult to operate. For example, the touch screen of the human-machine interface device is installed too high, resulting in People with disabilities who have immobile legs cannot use it smoothly, causing difficulty in use.

為解決上述課題,本發明提供一種具有手部姿勢操控之人機介面裝置,能夠以非接觸式的手部影像操控方式控制顯示介面所呈現的多媒體資訊,以達到無接觸式的操控效果。In order to solve the above problems, the present invention provides a human-machine interface device with hand gesture control, which can control the multimedia information presented on the display interface using a non-contact hand image control method to achieve a non-contact control effect.

本發明之一項實施例提供一種具有手部姿勢操控之人機介面裝置,其包含:一機台本體;一顯示介面,其設於機台本體且提供顯示一多媒體資訊;一資料庫,其設於機台本體且與顯示介面耦接,資料庫存有複數手部姿勢及對應各手部姿勢之一操作指令;一攝影模組,其設於機台本體,攝影模組提供拍攝使用者對應多媒體資訊進行無接觸操控之一操作影像;以及一控制模組,其設於機台本體且與顯示介面、資料庫及攝影模組耦接,控制模組由攝影模組接收操作影像,控制模組將操作影像透過一影像運算處理提取一手部影像,且由手部影像標記一骨架影像,控制模組將骨架影像與資料庫存有的各手部姿勢進行比對,以獲取匹配之其中一手部姿勢及對應之所述操作指令,控制模組將獲取之所述操作指令反饋回應於多媒體資訊,以對多媒體資訊進行無接觸操控。One embodiment of the present invention provides a human-machine interface device with hand gesture control, which includes: a machine body; a display interface provided on the machine body and providing for displaying multimedia information; a database, It is provided on the machine body and coupled with the display interface. The database contains a plurality of hand postures and an operation command corresponding to each hand posture; a camera module is provided on the machine body. The camera module provides the user with corresponding photos. An operation image for non-contact control of multimedia information; and a control module, which is located on the machine body and coupled to the display interface, database and photography module. The control module receives the operation image from the photography module and controls the module. The group extracts a hand image through an image calculation process on the operating image, and marks a skeleton image with the hand image. The control module compares the skeleton image with each hand posture existing in the database to obtain a matching hand. The control module will feedback the obtained operation instructions to the multimedia information to perform contactless control of the multimedia information.

藉由上述,本發明能夠拍攝使用者對應多媒體的操作影像,並將操作影像進行分析已取得對應之操作指令,由操作指令反饋控制顯示介面所呈現的多媒體資訊;藉此,達到無接觸式的操控效果,改善習知直接觸控人機介面裝置容易產生接觸感染之疑慮。Through the above, the present invention can capture the user's corresponding multimedia operation images, analyze the operation images to obtain the corresponding operation instructions, and use the operation instructions to feedback control the multimedia information presented on the display interface; thereby achieving contactless The control effect improves the concern that conventional direct-touch human-machine interface devices are prone to contact infection.

再者,本發明透過無接觸式的操控方式,提供身障人士或不便直接操控人機介面裝置使用者,於使用時的便利性。Furthermore, the present invention provides convenience in use for people with disabilities or users who are inconvenient to directly control the human-machine interface device through a contactless control method.

為便於說明本發明於上述發明內容一欄中所表示的中心思想,茲以具體實施例表達。實施例中各種不同物件係按適於說明之比例、尺寸、變形量或位移量而描繪,而非按實際元件的比例予以繪製,合先敘明。In order to facilitate the explanation of the central idea of the present invention expressed in the above summary column, specific embodiments are hereby expressed. Various objects in the embodiments are drawn according to proportions, sizes, deformations or displacements suitable for illustration, rather than according to the proportions of actual components, and are explained first.

請參閱圖1至圖5所示,本發明提供一種具有手部姿勢操控之人機介面裝置100,其包含:Referring to FIGS. 1 to 5 , the present invention provides a human-machine interface device 100 with hand gesture control, which includes:

一機台本體10,其具有一外殼11,如圖4所示;需特別說明的是,圖4僅為示意,並非限制本發明機台本體10的外型。A machine body 10 has a shell 11, as shown in Figure 4. It should be noted that Figure 4 is only for illustration and does not limit the appearance of the machine body 10 of the present invention.

一顯示介面20,其設於機台本體10之外殼11,顯示介面20提供顯示一多媒體資訊21,其中,多媒體資訊21能夠是圖片、影音、文字或及其組合,本發明不限制多媒體資訊21的型態。A display interface 20 is provided on the casing 11 of the machine body 10. The display interface 20 provides for displaying a multimedia information 21. The multimedia information 21 can be pictures, videos, text or combinations thereof. The present invention does not limit the multimedia information 21. type.

一資料庫30,其設於機台本體10且與顯示介面20耦接,資料庫30存有複數手部姿勢31及對應各手部姿勢31之一操作指令;於本發明實施例中,手部姿勢31所對應的操作指令能夠為(1)手部姿勢31為食指向上對應操作指令為上移;(2)手部姿勢31為食指向下對應操作指令為下移;(3)手部姿勢31為握拳且指部面相顯示介面20對應操作指令為返回;(4)手部姿勢31為推掌對應操作指令為繼續或向前;(5)手部姿勢31為OK手勢對應操作指令為點擊;(6)手部姿勢31為握拳且掌部面相顯示介面20對應操作指令為停止;(7)手部姿勢31為大拇指向左對應操作指令為左移;(8)手部姿勢31為大拇指向右對應操作指令為右移,如圖2所示;但本發明不以此為限。A database 30 is provided on the machine body 10 and coupled to the display interface 20. The database 30 stores a plurality of hand postures 31 and an operation command corresponding to each hand posture 31; in the embodiment of the present invention, the hand posture The operation instructions corresponding to the hand posture 31 can be (1) the hand posture 31 is the index finger upward, and the corresponding operation instruction is move up; (2) the hand posture 31 is the index finger downward, and the corresponding operation instruction is move down; (3) the hand posture 31 is the index finger downward, and the operation instruction is move down; The gesture 31 is a fist and the corresponding operation command of the finger face display interface 20 is return; (4) the hand gesture 31 is a palm push, and the corresponding operational command is continue or forward; (5) the hand gesture 31 is an OK gesture, and the corresponding operational command is click. ; (6) The hand posture 31 is a fist, and the corresponding operation command of the palm face display interface 20 is stop; (7) The hand posture 31 is thumb to the left, and the corresponding operation command is move left; (8) The hand posture 31 is The operation command corresponding to the thumb moving to the right is to move right, as shown in Figure 2; but the present invention is not limited to this.

一攝影模組40,其設於機台本體10之外殼11且鄰近顯示介面20,攝影模組40提供拍攝使用者對應多媒體資訊21進行無接觸操控之一操作影像,如圖1及圖4所示;其中,攝影模組40能夠動態追蹤使用者對應多媒體資訊21進行無接觸操控之操作影像,於本發明實施例中,操作影像為動態影像。A camera module 40 is provided on the casing 11 of the machine body 10 and adjacent to the display interface 20. The camera module 40 provides an operating image for capturing the user's contactless control of the multimedia information 21, as shown in Figures 1 and 4 shown; among them, the camera module 40 can dynamically track the operation image of the user performing contactless control corresponding to the multimedia information 21. In the embodiment of the present invention, the operation image is a dynamic image.

一控制模組50,其設於機台本體10之外殼11內且與顯示介面20、資料庫30及攝影模組40耦接,控制模組50由攝影模組40接收操作影像,控制模組50將操作影像透過一影像運算處理提取一手部影像H,且由手部影像H標記一骨架影像I,如圖1及圖3所示;控制模組50將骨架影像I與資料庫30存有的各手部姿勢31進行比對,以獲取匹配之其中一手部姿勢31及對應之所述操作指令,控制模組50將獲取之操作指令反饋回應於多媒體資訊21,以對多媒體資訊21進行無接觸操控,如圖1、圖4及圖5所示;於本發明實施例中,影像運算處理為電腦視覺(Computer Vision)結合深度學習(Deep Learning)。A control module 50 is installed in the housing 11 of the machine body 10 and is coupled to the display interface 20, the database 30 and the camera module 40. The control module 50 receives the operation image from the camera module 40, and the control module 50 extracts a hand image H through an image calculation process from the operation image, and marks a skeleton image I from the hand image H, as shown in Figures 1 and 3; the control module 50 stores the skeleton image I with the database 30 Each hand posture 31 is compared to obtain one of the matching hand postures 31 and the corresponding operation command. The control module 50 feeds back the obtained operation command to the multimedia information 21 to perform seamless processing on the multimedia information 21. Contact control is shown in Figure 1, Figure 4 and Figure 5; in the embodiment of the present invention, the image computing processing is computer vision (Computer Vision) combined with deep learning (Deep Learning).

再者,控制模組50透過一資料標示程式(LabelImg)於手部影像H標記骨架影像I,其中,骨架影像I具有複數支點P及複數支桿S,各支點P對應手部之各指節及手部與手腕交界處,每一支桿S連結於相鄰兩支點P之間,每一支點P具有專屬編碼,如圖3所示;而控制模組50能夠判斷各支點P彼此之間的位置關係,以由資料庫30取得匹配的其中一手部姿勢31。Furthermore, the control module 50 marks the skeleton image I on the hand image H through a data labeling program (LabelImg). The skeleton image I has a plurality of fulcrums P and a plurality of struts S, and each fulcrum P corresponds to each knuckle of the hand. and the junction of the hand and the wrist. Each pole S is connected between two adjacent points P. Each pole P has an exclusive code, as shown in Figure 3; and the control module 50 can determine the relationship between each pole P and each other. position relationship to obtain one of the matching hand gestures 31 from the database 30 .

另外,控制模組50會接收由攝影模組40傳送之動態操作影像,而控制模組50會將操作影像依照時序分割為複數階段操作影像,控制模組50將每一階段操作影像進行影像運算處理,並依照時序產生複數個標記有骨架影像I之手部影像H,且依照時序由資料庫30獲取操作指令,控制模組50將獲取之操作指令反饋回應於多媒體資訊21,以對多媒體資訊21進行連續性無接觸操控。In addition, the control module 50 will receive the dynamic operation image transmitted by the photography module 40, and the control module 50 will divide the operation image into a plurality of stage operation images according to time sequence, and the control module 50 will perform image calculation on each stage operation image. Process, and generate a plurality of hand images H marked with the skeleton image I according to the time sequence, and obtain the operation instructions from the database 30 according to the time sequence, the control module 50 will feedback the obtained operation instructions to the multimedia information 21 to respond to the multimedia information 21 for continuous non-contact control.

一編輯模組60,其設於機台本體10之外殼11內且與顯示介面20、資料庫30、攝影模組40及控制模組50耦接,編輯模組60能夠將資料庫30中各手部姿勢31及對應之操作指令顯示於顯示介面20,編輯模組60能夠選取其中一手部姿勢31進行編輯,以變更選取之所述手部姿勢31及對應之操作指令。An editing module 60 is located in the shell 11 of the machine body 10 and is coupled to the display interface 20, the database 30, the photography module 40 and the control module 50. The editing module 60 can edit each element in the database 30. The hand gestures 31 and the corresponding operation instructions are displayed on the display interface 20. The editing module 60 can select one of the hand gestures 31 for editing to change the selected hand gesture 31 and the corresponding operation instructions.

再者,編輯模組60更能夠啟用攝影模組40拍攝一樣本影像,並將樣本影像傳送至控制模組50經過影像運算處理產生標記有骨架影像I之手部影像H,編輯模組60能將標記有骨架影像I之手部影像H,取代資料庫30之其中一手部姿勢31或是設定對應其中一操作指令。Furthermore, the editing module 60 can enable the photography module 40 to capture a sample image, and send the sample image to the control module 50 for image calculation processing to generate a hand image H marked with the skeleton image I. The editing module 60 can The hand image H marked with the skeleton image I is replaced with one of the hand postures 31 in the database 30 or set to correspond to one of the operation instructions.

一金融模組70,其與顯示介面20及控制模組50耦接,金融模組70具有一結帳選項,結帳選項配合多媒體資訊21顯示於顯示介面20,操控模組能將獲取之操作指令反饋回應於多媒體資訊21並點選結帳選項,以對多媒體資訊21進行無接觸操控之結帳作業,金融模組70能於顯示介面20呈現一消費金額並提供繳納消費金額。A financial module 70 is coupled to the display interface 20 and the control module 50. The financial module 70 has a checkout option. The checkout option is displayed on the display interface 20 in conjunction with the multimedia information 21. The control module can perform the obtained operations. The command feedback responds to the multimedia information 21 and clicks the checkout option to perform a contactless checkout operation on the multimedia information 21. The financial module 70 can present a consumption amount on the display interface 20 and provide the payment amount.

舉例說明:當顯示介面20所顯示的多媒體資訊21是購物消費型多媒體資訊21,則多媒體資訊21會同時結合結帳選項呈現於顯示介面20,使用者能夠透過無接觸式操作進行選購,並且經由金融模組70進行結帳。For example: when the multimedia information 21 displayed on the display interface 20 is shopping consumption multimedia information 21, the multimedia information 21 will be presented on the display interface 20 in combination with the checkout options, and the user can make purchases through contactless operations, and Checkout occurs via the financial module 70 .

綜合上述,本發明能夠達成下列功效:Based on the above, the present invention can achieve the following effects:

1.本發明具有手部姿勢操控之人機介面裝置100,能夠拍攝使用者對應多媒體的操作影像,並將操作影像進行分析已取得對應之操作指令,由操作指令反饋控制顯示介面20所呈現的多媒體資訊21;藉以達到無接觸式的操控效果。1. The human-machine interface device 100 with hand gesture control of the present invention can capture the user's operation image corresponding to multimedia, analyze the operation image to obtain the corresponding operation instruction, and use the operation instruction feedback control to display the information presented by the display interface 20 Multimedia information 21; to achieve contactless control effect.

2.本發明具有手部姿勢操控之人機介面裝置100,透過無接觸式的操控方式,提供身障人士或不便直接操控人機介面裝置100使用者,於使用時的便利性。2. The human-machine interface device 100 with hand posture control of the present invention provides convenience in use for people with disabilities or users who are inconvenient to directly control the human-machine interface device 100 through a contactless control method.

3.本發明具有手部姿勢操控之人機介面裝置100,能夠提供使用者自行建立或修改手部姿勢31及操作指令,以因應不同使用者的操作習慣,進而提升使用廣度及便利性。3. The human-machine interface device 100 with hand posture control of the present invention can provide users with the ability to create or modify hand postures 31 and operation instructions to adapt to different users' operating habits, thus improving the breadth of use and convenience.

以上所舉實施例僅用以說明本發明而已,非用以限制本發明之範圍。舉凡不違本發明精神所從事的種種修改或變化,俱屬本發明意欲保護之範疇。The above embodiments are only used to illustrate the present invention and are not intended to limit the scope of the present invention. All modifications or changes that do not violate the spirit of the present invention fall within the scope of the invention.

100:人機介面裝置 10:機台本體 11:外殼 20:顯示介面 21:多媒體資訊 30:資料庫 31:手部姿勢 40:攝影模組 50:控制模組 60:編輯模組 70:金融模組 H:手部影像 I:骨架影像 P:支點 S:支桿 100: Human-machine interface device 10:Machine body 11: Shell 20:Display interface 21:Multimedia information 30:Database 31:Hand posture 40:Photography module 50:Control module 60:Edit module 70:Financial module H:Hand image I: skeleton image P: fulcrum S: support rod

圖1係本發明架構方塊圖。 圖2係本發明手部姿勢及對應操作指令示意圖。 圖3係本發明標記有骨架影像之手部影像。 圖4係本發明實施例示意圖(一),表示使用者對多媒體資訊進行無接觸操控。 圖5係本發明實施例示意圖(二),表示手部姿勢及對應操作指令回應於多媒體資訊。 Figure 1 is an architectural block diagram of the present invention. Figure 2 is a schematic diagram of hand postures and corresponding operation instructions of the present invention. Figure 3 is a hand image marked with a skeleton image according to the present invention. Figure 4 is a schematic diagram (1) of an embodiment of the present invention, showing a user's contactless control of multimedia information. Figure 5 is a schematic diagram (2) of the embodiment of the present invention, showing hand postures and corresponding operation instructions in response to multimedia information.

100:人機介面裝置 100: Human-machine interface device

10:機台本體 10:Machine body

20:顯示介面 20:Display interface

30:資料庫 30:Database

40:攝影模組 40:Photography module

50:控制模組 50:Control module

60:編輯模組 60:Edit module

70:金融模組 70:Financial module

Claims (10)

一種具有手部姿勢操控之人機介面裝置,其包含: 一機台本體; 一顯示介面,其設於該機台本體且提供顯示一多媒體資訊; 一資料庫,其設於該機台本體且與該顯示介面耦接,該資料庫存有複數手部姿勢及對應各該手部姿勢之一操作指令; 一攝影模組,其設於該機台本體,該攝影模組提供拍攝使用者對應該多媒體資訊進行無接觸操控之一操作影像;以及 一控制模組,其設於該機台本體且與該顯示介面、該資料庫及該攝影模組耦接,該控制模組由該攝影模組接收該操作影像,該控制模組將該操作影像透過一影像運算處理提取一手部影像,且由該手部影像標記一骨架影像,該控制模組將該骨架影像與該資料庫存有的各該手部姿勢進行比對,以獲取匹配之其中一手部姿勢及對應之所述操作指令,該控制模組將獲取之所述操作指令反饋回應於該多媒體資訊,以對該多媒體資訊進行無接觸操控。 A human-machine interface device with hand gesture control, which includes: One machine body; A display interface, which is provided on the machine body and provides for displaying multimedia information; A database is provided on the machine body and coupled to the display interface. The database contains a plurality of hand postures and an operation command corresponding to each hand posture; A camera module, which is installed on the body of the machine. The camera module provides an operating image of the user's contactless control of the multimedia information; and A control module is provided on the machine body and is coupled to the display interface, the database and the camera module. The control module receives the operation image from the camera module, and the control module controls the operation. The image extracts a hand image through an image calculation process, and a skeleton image is marked by the hand image. The control module compares the skeleton image with each hand posture existing in the database to obtain the matching one. A hand gesture and the corresponding operation command, the control module will feedback the obtained operation command to the multimedia information to perform contactless control of the multimedia information. 如請求項1所述之具有手部姿勢操控之人機介面裝置,其中,該骨架影像具有複數支點及複數支桿,各該支點對應手部之各指節及手部與手腕交界處,每一支桿連結於相鄰兩支點之間。The human-machine interface device with hand posture control as described in claim 1, wherein the skeleton image has a plurality of fulcrums and a plurality of struts, each fulcrum corresponding to each knuckle of the hand and the junction of the hand and the wrist, each A rod is connected between two adjacent points. 如請求項2所述之具有手部姿勢操控之人機介面裝置,其中,每一支點具有專屬編碼,該控制模組判斷各該支點彼此之間的位置關係,以由該資料庫取得匹配的其中一手部姿勢。The human-machine interface device with hand gesture control as described in claim 2, wherein each fulcrum has a unique code, and the control module determines the positional relationship between the fulcrums to obtain matching data from the database. One of the hand poses. 如請求項1所述之具有手部姿勢操控之人機介面裝置,其中,該攝影模組能夠動態追蹤使用者對應該多媒體資訊進行無接觸操控之該操作影像。The human-machine interface device with hand gesture control as described in claim 1, wherein the camera module can dynamically track the operation image of the user's contactless control of the multimedia information. 如請求項4所述之具有手部姿勢操控之人機介面裝置,其中,該操作影像為動態影像,該控制模組將該操作影像依照時序分割為複數階段操作影像,該控制模組將每一階段操作影像進行該影像運算處理,並依照時序產生複數個標記有所述骨架影像之所述手部影像,且依照時序由該資料庫獲取所述操作指令,該控制模組將獲取之所述操作指令反饋回應於該多媒體資訊,以對該多媒體資訊進行連續性無接觸操控。The human-machine interface device with hand gesture control as described in claim 4, wherein the operation image is a dynamic image, and the control module divides the operation image into a plurality of stage operation images according to time sequence, and the control module divides each stage into One stage operates the image to perform the image operation and processing, and generates a plurality of hand images marked with the skeleton image according to the time sequence, and obtains the operation instructions from the database according to the time sequence, and the control module will obtain all the hand images. The operation instructions are fed back to the multimedia information to perform continuous contactless control of the multimedia information. 如請求項1所述之具有手部姿勢操控之人機介面裝置,更具有一編輯模組,其與該顯示介面及該資料庫耦接,該編輯模組能夠將該資料庫中各該手部姿勢及對應之操作指令顯示於該顯示介面,該編輯模組能夠選取其中一手部姿勢進行編輯,以變更選取之所述手部姿勢及對應之操作指令。The human-machine interface device with hand gesture control as described in claim 1 further has an editing module coupled to the display interface and the database. The editing module can edit each hand gesture in the database. The hand postures and corresponding operation instructions are displayed on the display interface, and the editing module can select one of the hand postures for editing to change the selected hand posture and the corresponding operation instructions. 如請求項6所述之具有手部姿勢操控之人機介面裝置,其中,該編輯模組更與該攝影模組及該控制模組耦接,該編輯模組能夠啟用該攝影模組拍攝一樣本影像,並將該樣本影像傳送至該控制模組經過該影像運算處理產生標記有該骨架影像之該手部影像,該編輯模組能將標記有該骨架影像之該手部影像,取代該資料庫之其中一手部姿勢或是設定對應其中一操作指令。The human-machine interface device with hand gesture control as described in claim 6, wherein the editing module is further coupled to the photography module and the control module, and the editing module can enable the photography module to shoot the same This image is sent to the control module to generate the hand image marked with the skeleton image through the image calculation process. The editing module can replace the hand image marked with the skeleton image. One of the hand postures or settings in the database corresponds to one of the operation commands. 如請求項1所述之具有手部姿勢操控之人機介面裝置,更具有一金融模組,其與該顯示介面及該控制模組耦接,該金融模組具有一結帳選項,該結帳選項配合該多媒體資訊顯示於該顯示介面,該操控模組能將獲取之所述操作指令反饋回應於該多媒體資訊並點選該結帳選項,以對該多媒體資訊進行無接觸操控之結帳作業,該金融模組能於該顯示介面呈現一消費金額並提供繳納該消費金額。The human-machine interface device with hand gesture control as described in claim 1 further has a financial module coupled to the display interface and the control module. The financial module has a checkout option. The billing options are displayed on the display interface in conjunction with the multimedia information. The control module can feedback the obtained operation instructions to the multimedia information and click the checkout option to perform contactless control of the checkout of the multimedia information. Operation, the financial module can present a consumption amount on the display interface and provide payment of the consumption amount. 如請求項1至8任一項所述之具有手部姿勢操控之人機介面裝置,其中,該控制模組透過一資料標示程式(LabelImg)於該手部影像標記該骨架影像。The human-machine interface device with hand gesture control as described in any one of claims 1 to 8, wherein the control module marks the skeleton image on the hand image through a data labeling program (LabelImg). 如請求項9所述之具有手部姿勢操控之人機介面裝置,其中,該影像運算處理為電腦視覺(Computer Vision)結合深度學習(Deep Learning)。The human-machine interface device with hand gesture control as described in claim 9, wherein the image processing is computer vision combined with deep learning.
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