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TWI875620B - Automatic scoring dartboard device and dartboard automatic scoring method - Google Patents

Automatic scoring dartboard device and dartboard automatic scoring method Download PDF

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Publication number
TWI875620B
TWI875620B TW113123905A TW113123905A TWI875620B TW I875620 B TWI875620 B TW I875620B TW 113123905 A TW113123905 A TW 113123905A TW 113123905 A TW113123905 A TW 113123905A TW I875620 B TWI875620 B TW I875620B
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target
dart
scored
images
scoring
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TW113123905A
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TW202601052A (en
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林殿方
黃國峻
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銳緻股份有限公司
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Abstract

An automatic scoring dartboard device and a dartboard automatic scoring method. The automatic scoring dartboard device includes a dartboard, a plurality of optical capture modules, and a control circuit. When a first dart was thrown at the dartboard, these optical capture modules capture the dartboard to obtain a plurality of images to be scored. The control circuit compares these images which to be scored with a plurality of reference images to determine the position of the first dart, and was based on these positioning marks on the non-scoring zone of the dartboard to determine a score zone of the position of the first dart, and obtain a first dart score correspond to the score zone, and then statics each first dart score to generate a real first dart score.

Description

自動計分標靶裝置及標靶自動計分方法Automatic scoring target device and target automatic scoring method

本發明涉及一種自動計分標靶裝置,特別是涉及一種可減少飛鏢計分失誤的自動計分標靶裝置。The present invention relates to an automatic scoring target device, and more particularly to an automatic scoring target device capable of reducing dart scoring errors.

現有的飛鏢標靶必須通過人員辨識飛鏢落點的得分區域,判斷得分區域的得分數,以計算飛鏢比賽的結果,通過人員計分必須花費較長的時間。而使用具有自動計分功能的電子標靶,常發生因用於計分的攝影鏡頭的攝影角度限制,造成計分的誤差。The existing dart target must be identified by a person who can identify the scoring area where the dart lands and determine the score in the scoring area to calculate the result of the dart game. It takes a long time to calculate the score by a person. When using an electronic target with an automatic scoring function, the camera angle of the scoring lens is limited, which often causes scoring errors.

如何通過影像裝置以及影像處理的改良,以不同角度取得的影像可以提高判斷飛鏢落點時的準確度,來克服上述的缺陷,已成為該項事業所欲解決的重要課題之一。How to improve the imaging device and image processing so that images acquired from different angles can improve the accuracy of determining the landing point of the dart and overcome the above-mentioned defects has become one of the important issues that this industry wants to solve.

本發明所要解決的技術問題在於,針對現有技術的不足提供一種可減少判斷飛鏢落點時的誤差的自動計分標靶裝置。以不同角度取得的影像可以提高判斷飛鏢落點時的準確度The technical problem to be solved by the present invention is to provide an automatic scoring target device that can reduce the error in judging the landing point of the dart in view of the shortcomings of the existing technology. Images obtained at different angles can improve the accuracy of judging the landing point of the dart.

為了解決上述的技術問題,本發明所採用的其中一技術方案是,提供一種自動計分標靶裝置,其包括標靶、多個光學擷取模組以及控制電路。標靶包括具有多個得分區的一目標區以及一非得分區,多個所述得分區對應不同的多個得分數,且所述非得分區設置有多個定位標記。多個光學擷取模組,設置於所述標靶的周圍,且經配置以在一第一飛鏢位於所述標靶上時,對所述目標區擷取多個待計分影像。控制電路經配置以將多個所述待計分影像與多個參考影像進行比對,以判斷出一第一飛鏢位置,且以所述待計分影像中的一個或多個所述定位標記作為基準,以判斷出所述第一飛鏢位置對應的所述得分區並取得一第一飛鏢得分數,再統計所得到的每一個所述第一飛鏢得分數以產生一真實第一飛鏢得分數。In order to solve the above technical problems, one of the technical solutions adopted by the present invention is to provide an automatic scoring target device, which includes a target, a plurality of optical capture modules and a control circuit. The target includes a target area with a plurality of scoring areas and a non-scoring area, the plurality of scoring areas correspond to a plurality of different scores, and the non-scoring area is provided with a plurality of positioning marks. The plurality of optical capture modules are arranged around the target and are configured to capture a plurality of images to be scored of the target area when a first dart is located on the target. The control circuit is configured to compare the plurality of images to be scored with the plurality of reference images to determine a first dart position, and to use one or more of the positioning marks in the images to be scored as a reference to determine the scoring area corresponding to the first dart position and obtain a first dart score, and then to count each of the first dart scores obtained to generate a true first dart score.

為了解決上述的技術問題,本發明所採用的另外一技術方案是,提供一種標靶自動計分方法,其包括:提供一標靶,包括具有多個得分區的一目標區以及一非得分區,多個所述得分區對應不同的多個得分數,且所述非得分區設置有多個定位標記,且設置多個光學擷取模組於所述標靶的周圍。響應於一第一飛鏢位於所述標靶上,一控制電路控制多個所述光學擷取模組對所述目標區擷取多個待計分影像。通過所述控制電路進行以下步驟:比對多個所述待計分影像與多個參考影像,以判斷出所述第一飛鏢位置;以所述待計分影像中的一個或多個所述定位標記作為基準,以判斷出所述第一飛鏢位置對應的所述得分區,並取得一第一飛鏢得分數。統計所得到的每一個所述第一飛鏢得分數以產生一真實第一飛鏢得分數。In order to solve the above technical problems, another technical solution adopted by the present invention is to provide a method for automatic scoring of a target, which includes: providing a target, including a target area with multiple scoring areas and a non-scoring area, the multiple scoring areas correspond to different multiple scores, and the non-scoring area is provided with multiple positioning marks, and multiple optical capture modules are arranged around the target. In response to a first dart being located on the target, a control circuit controls the multiple optical capture modules to capture multiple images to be scored from the target area. The control circuit performs the following steps: comparing a plurality of the images to be scored with a plurality of reference images to determine the first dart position; using one or more positioning marks in the images to be scored as a reference to determine the scoring area corresponding to the first dart position, and obtaining a first dart score. Each of the first dart scores obtained is statistically calculated to generate a real first dart score.

本發明的其中一有益效果在於,本發明所提供的自動計分標靶裝置及標靶自動計分方法,其能通過“不同位置的光學擷取模組擷取待計分影像”以及“控制電路比對並統計待計分影像”的技術方案,以取得真實第一飛鏢得分數。One of the beneficial effects of the present invention is that the automatic scoring target device and the automatic target scoring method provided by the present invention can obtain the real first dart score through the technical solutions of "optical capture modules at different positions capture images to be scored" and "control circuits compare and count images to be scored".

本發明因藉由比較不同位置的光學擷取模組取得的待計分影像,可以解決單一光學擷取模組擷取的畫面具有死角造成飛鏢落點判斷錯誤的問題,以提高判斷飛鏢落點時的精準度。The present invention can solve the problem of dart landing point judgment errors caused by blind spots in images captured by a single optical capture module by comparing the images to be scored obtained by optical capture modules at different positions, thereby improving the accuracy of dart landing point judgment.

控制電路利用前一幀影像比對待計分影像,以判斷出飛鏢位置。其中,控制電路將影像中的得分區校正為與參考影像相同的外形,再進行比對以取得差異,可以減少影像處理的資料處理量,並縮短影像處理的時間。The control circuit compares the image to be scored with the previous frame image to determine the position of the dart. The control circuit corrects the scoring area in the image to the same shape as the reference image, and then compares to obtain the difference, which can reduce the data processing amount of image processing and shorten the image processing time.

為使能更進一步瞭解本發明的特徵及技術內容,請參閱以下有關本發明的詳細說明與圖式,然而所提供的圖式僅用於提供參考與說明,並非用來對本發明加以限制。To further understand the features and technical contents of the present invention, please refer to the following detailed description and drawings of the present invention. However, the drawings provided are only used for reference and description and are not used to limit the present invention.

以下是通過特定的具體實施例來說明本發明所公開有關“自動計分標靶裝置”的實施方式,本領域技術人員可由本說明書所公開的內容瞭解本發明的優點與效果。本發明可通過其他不同的具體實施例加以施行或應用,本說明書中的各項細節也可基於不同觀點與應用,在不悖離本發明的構思下進行各種修改與變更。另外,本發明的附圖僅為簡單示意說明,並非依實際尺寸的描繪,事先聲明。以下的實施方式將進一步詳細說明本發明的相關技術內容,但所公開的內容並非用以限制本發明的保護範圍。The following is an explanation of the implementation of the "automatic scoring target device" disclosed in the present invention through specific concrete embodiments. Those skilled in the art can understand the advantages and effects of the present invention from the contents disclosed in this specification. The present invention can be implemented or applied through other different specific embodiments, and the details in this specification can also be modified and changed in various ways based on different viewpoints and applications without deviating from the concept of the present invention. In addition, the drawings of the present invention are only for simple schematic illustrations and are not depicted according to actual sizes. Please note in advance. The following implementation will further explain the relevant technical contents of the present invention in detail, but the disclosed contents are not intended to limit the scope of protection of the present invention.

應當可以理解的是,雖然本文中可能會使用到“第一”、“第二”、“第三”等術語來描述各種元件或者信號,但這些元件或者信號不應受這些術語的限制。這些術語主要是用以區分一元件與另一元件,或者一信號與另一信號。另外,本文中所使用的術語“或”,應視實際情況可能包括相關聯的列出項目中的任一個或者多個的組合。It should be understood that, although the terms "first", "second", "third", etc. may be used herein to describe various components or signals, these components or signals should not be limited by these terms. These terms are mainly used to distinguish one component from another component, or one signal from another signal. In addition, the term "or" used herein may include any one or more combinations of the associated listed items depending on the actual situation.

圖1為本發明實施例的自動計分標靶裝置的示意圖。參閱圖1所示,本發明實施例提供一種自動計分標靶裝置1,其包括標靶10、三個光學擷取模組21、22、23、控制電路30、固定架40以及光源50。標靶10包括具有多個得分區111的目標區110以及非得分區120,多個得分區111對應不同的多個得分數。標靶10可以由實心木材或塑膠等材質製作,然而,本發明不以上述所舉的例子為限。FIG1 is a schematic diagram of an automatic scoring target device according to an embodiment of the present invention. Referring to FIG1 , an embodiment of the present invention provides an automatic scoring target device 1, which includes a target 10, three optical capture modules 21, 22, 23, a control circuit 30, a fixing frame 40, and a light source 50. The target 10 includes a target area 110 having a plurality of scoring areas 111 and a non-scoring area 120, and the plurality of scoring areas 111 correspond to different plurality of scoring numbers. The target 10 can be made of materials such as solid wood or plastic, however, the present invention is not limited to the above examples.

標靶10的外觀為一圓盤狀,其表面上所設置的非得分區120環繞目標區110設置,目標區110可例如具有圓形形狀,而非得分區120可例如呈一環狀。一般而言,得分區111根據分布在標靶10不同的位置上而具有不同的的得分數,例如鄰近標靶10的圓心的得分區具有高於鄰近標靶10的圓周的得分區的得分數。且得分區111的面積越小,飛鏢擲中的難度越高,且得分數越高。圖1的非得分區120上設置有以預定方式配置的四個定位標記121、122、123、124,用於作為基準來判斷飛鏢位置對應的得分區。舉例而言,預定方式可例如是平均分布。例如,圖1的四個定位標記121、122、123、124構成一正方形。然而,在本發明的實施例中,定位標記的數量不限於4。定位標記121、122、123、124可採用與周圍環境對比色高的顏色標示,以利於影像辨識。The target 10 has a disc-like appearance, and a non-scoring area 120 arranged on its surface is arranged around a target area 110. The target area 110 may, for example, have a circular shape, and the non-scoring area 120 may, for example, be in a ring shape. Generally speaking, the scoring area 111 has different scores according to the different positions of the target 10, for example, the scoring area near the center of the target 10 has a higher score than the scoring area near the circumference of the target 10. And the smaller the area of the scoring area 111, the higher the difficulty of the dart hitting, and the higher the score. The non-scoring area 120 of FIG. 1 is provided with four positioning marks 121, 122, 123, and 124 configured in a predetermined manner, which are used as a reference to determine the scoring area corresponding to the dart position. For example, the predetermined manner may be, for example, an even distribution. For example, the four positioning marks 121, 122, 123, and 124 in FIG1 form a square. However, in the embodiment of the present invention, the number of positioning marks is not limited to 4. The positioning marks 121, 122, 123, and 124 can be marked with a color that is high in contrast to the surrounding environment to facilitate image recognition.

三個光學擷取模組21、22、23分別設置於標靶10的周圍。三個光學擷取模組21、22、23中,相鄰的任兩者相對於目標區110的圓心會形成一夾角,且每一個夾角具有預定角度。舉例來說,如圖1所示,三個光學擷取模組21、22、23相對於目標區110的圓心形成夾角θ1、θ2、θ3,夾角θ1、θ2、θ3皆是120度。然而,本發明不以上述所舉的例子為限。為了可以減少光學擷取模組21、22、23對目標區110的拍攝角度不同造成的飛鏢落點誤差,將光學擷取模組21、22、23設置於位於標靶10的周圍的固定架40上,以完整擷取標靶10的影像。進一步說明,如圖4所示,當第一飛鏢位於標靶10上時,控制電路30分別控制光學擷取模組21擷取待計分影像IM1、光學擷取模組22擷取待計分影像IM2,光學擷取模組23擷取待計分影像IM3。待計分影像IM1、IM3的得分區相同,且相異於待計分影像IM2的得分區的結果,得知待計分影像IM1、IM3的得分區為真實第一飛鏢的落點。因此,本發明利用設置在標靶不同位置的光學擷取模組21、22、23,以提高判斷飛鏢落點時的精準度。Three optical capture modules 21, 22, 23 are respectively arranged around the target 10. Any two adjacent ones of the three optical capture modules 21, 22, 23 will form an angle relative to the center of the target area 110, and each angle has a predetermined angle. For example, as shown in FIG. 1, the three optical capture modules 21, 22, 23 form angles θ1, θ2, θ3 relative to the center of the target area 110, and the angles θ1, θ2, θ3 are all 120 degrees. However, the present invention is not limited to the above examples. In order to reduce the dart landing point error caused by the different shooting angles of the optical capture modules 21, 22, and 23 to the target area 110, the optical capture modules 21, 22, and 23 are arranged on a fixing frame 40 located around the target 10 to completely capture the image of the target 10. To further explain, as shown in FIG4, when the first dart is located on the target 10, the control circuit 30 controls the optical capture module 21 to capture the image to be scored IM1, the optical capture module 22 to capture the image to be scored IM2, and the optical capture module 23 to capture the image to be scored IM3. The scoring areas of the images to be scored IM1 and IM3 are the same and different from the scoring area of the image to be scored IM2. It is known that the scoring areas of the images to be scored IM1 and IM3 are the actual landing points of the first dart. Therefore, the present invention utilizes optical capture modules 21, 22, and 23 disposed at different positions of the target to improve the accuracy of determining the landing point of the dart.

為了使擷取的影像清晰並易於辨識,在光學擷取模組21、22、23上設置光源50。光源50可為點光源,例如,實施例中光源50設置於固定架上。或者,光源50可為帶狀光源,環繞著標靶10周圍設置。本發明光源的數量、形狀及位置不以上述所舉的例子為限。In order to make the captured image clear and easy to identify, a light source 50 is set on the optical capture modules 21, 22, and 23. The light source 50 can be a point light source, for example, in the embodiment, the light source 50 is set on a fixed frame. Alternatively, the light source 50 can be a strip light source, which is set around the target 10. The number, shape and position of the light source of the present invention are not limited to the above examples.

如圖1所示,光源50為點光源,三個光源50分別設置在光學擷取模組21、22、23的一側。因設置在具有一高度的固定架40上,可以照明整個目標區110的影像,以利光學擷取模組21、22、23擷取影像。本實施例中,光源50的作動機制與光學擷取模組21、22、23相同。當控制電路30同時發送訊息給光源50以及光學擷取模組21、22、23,使光源50提供足夠的照明亮度讓光學擷取模組21、22、23對標靶10擷取影像。控制電路30可控制光源50在光學擷取模組21、22、23進行影像擷取時開啟,或是控制光源50持續開啟。As shown in FIG1 , the light source 50 is a point light source, and three light sources 50 are respectively arranged on one side of the optical capture modules 21, 22, and 23. Since they are arranged on a fixed frame 40 having a certain height, the image of the entire target area 110 can be illuminated, so as to facilitate the optical capture modules 21, 22, and 23 to capture the image. In this embodiment, the operating mechanism of the light source 50 is the same as that of the optical capture modules 21, 22, and 23. When the control circuit 30 sends a signal to the light source 50 and the optical capture modules 21, 22, and 23 at the same time, the light source 50 provides sufficient illumination brightness for the optical capture modules 21, 22, and 23 to capture the image of the target 10. The control circuit 30 can control the light source 50 to turn on when the optical capture modules 21, 22, 23 are capturing images, or control the light source 50 to be continuously turned on.

控制電路30可整合於電腦裝置上,以有線或無線方式連接光學擷取模組21、22、23,接收並處理待計分影像IM1、IM2、IM3,以獲得第一飛鏢位置P1及對應的得分數,再統計而得真實第一飛鏢得分數RS1。控制電路30可例如包括處理器、控制器、微控制器中的一或多者以實現本文中所描述的功能。The control circuit 30 can be integrated into a computer device, connected to the optical capture modules 21, 22, 23 in a wired or wireless manner, receive and process the images to be scored IM1, IM2, IM3, to obtain the first dart position P1 and the corresponding score, and then calculate the real first dart score RS1. The control circuit 30 can include, for example, one or more of a processor, a controller, and a microcontroller to implement the functions described herein.

詳細地說,參閱圖2所示,圖2為本發明實施例的自動計分標靶裝置的功能方塊圖。控制電路30連接光源50、記憶體60以及光學擷取模組21、22、23。在本實施例中,控制電路30還可包括影像處理電路31,影像處理電路31可例如是影像處理器(graphic processing unit,GPU)。記憶體60用於儲存影像,包括待計分影像IM1、IM2、IM3以及參考影像R1、R2、R3。記憶體60可以是隨機存取記憶體(Random Access Memory, RAM)。然而,本發明不以上述所舉的例子為限。In detail, refer to FIG. 2 , which is a functional block diagram of the automatic scoring target device of an embodiment of the present invention. The control circuit 30 is connected to the light source 50, the memory 60, and the optical capture modules 21, 22, and 23. In the present embodiment, the control circuit 30 may also include an image processing circuit 31, and the image processing circuit 31 may be, for example, an image processor (graphic processing unit, GPU). The memory 60 is used to store images, including images to be scored IM1, IM2, IM3 and reference images R1, R2, and R3. The memory 60 may be a random access memory (Random Access Memory, RAM). However, the present invention is not limited to the above examples.

在控制電路30接收待計分影像IM1、IM2、IM3後,影像處理電路31將待計分影像IM1、IM2、IM3中的目標區110校正為一預定圖形,例如,正圓形。然而,本發明不以上述所舉的例子為限。After the control circuit 30 receives the images to be scored IM1, IM2, IM3, the image processing circuit 31 corrects the target area 110 in the images to be scored IM1, IM2, IM3 into a predetermined shape, such as a perfect circle. However, the present invention is not limited to the above examples.

接著,控制電路30從記憶體60讀取參考影像,並比對已校正的待計分影像IM1、IM2、IM3,根據比對結果判斷出第一飛鏢位置P1,並將待計分影像IM1、IM2、IM3儲存至記憶體60。其中,各光學擷取模組21、22、23在第一飛鏢DT1尚未位於標靶10時,對標靶10進行擷取以得到對應的參考影像,並儲存至記憶體60。Next, the control circuit 30 reads the reference image from the memory 60 and compares it with the calibrated images to be scored IM1, IM2, IM3, determines the first dart position P1 according to the comparison result, and stores the images to be scored IM1, IM2, IM3 in the memory 60. When the first dart DT1 is not yet located at the target 10, each optical capture module 21, 22, 23 captures the target 10 to obtain the corresponding reference image and stores it in the memory 60.

接著,將多個待計分影像IM1、IM2、IM3與多個參考影像進行比對,以判斷出第一飛鏢位置P1的步驟包括:通過影像處理電路31對待計分影像IM1、IM2、IM3以參考影像作為基準,進行比對以產生差異訊號DS1、DS2、DS3。通過影像處理電路31以差異訊號DS1、DS2、DS3於參考影像中的位置作為第一飛鏢位置P1。產生差異訊號的步驟包括通過影像處理電路31執行影像銳化程序、影像二值化程序及形態學的開放(opening)運算程序中的一或多者。透過上述的影像運算程序,例如開放運算可以將第一飛鏢位置P1的影像收斂至中心點,並將第一飛鏢位置P1影像外的雜訊排除,使飛鏢落點準確度提高。Next, the step of comparing the multiple images to be scored IM1, IM2, IM3 with the multiple reference images to determine the first dart position P1 includes: using the image processing circuit 31 to compare the images to be scored IM1, IM2, IM3 with the reference image as a benchmark to generate difference signals DS1, DS2, DS3. Using the image processing circuit 31 to use the positions of the difference signals DS1, DS2, DS3 in the reference image as the first dart position P1. The step of generating the difference signal includes executing one or more of an image sharpening process, an image binarization process, and a morphological opening operation process. Through the above-mentioned image operation procedure, for example, open operation, the image of the first dart position P1 can be converged to the center point, and the noise outside the image of the first dart position P1 can be eliminated, so that the accuracy of the dart landing point is improved.

本發明實施例提供一種標靶自動計分方法。如圖3至圖5所示。圖3為本發明實施例的自動計分方法流程圖。圖4為本發明自動計分方法的步驟S2及S3的示意圖。圖5為本發明實施例的待計分影像校正前後的示意圖。The embodiment of the present invention provides a method for automatic scoring of targets. As shown in Figures 3 to 5. Figure 3 is a flow chart of the automatic scoring method of the embodiment of the present invention. Figure 4 is a schematic diagram of steps S2 and S3 of the automatic scoring method of the present invention. Figure 5 is a schematic diagram of the image to be scored before and after correction of the embodiment of the present invention.

參閱圖3所示,一種標靶自動計分方法包括下列幾個步驟:Referring to FIG. 3 , a target automatic scoring method includes the following steps:

首先,提供包括具有多個得分區111的目標區110以及非得分區120的標靶10。多個得分區111對應不同的多個得分數,且非得分區120包括定位標記121、122、123、124,且光學擷取模組21、22、23設置於標靶10的周圍。First, a target 10 is provided, which includes a target area 110 having a plurality of scoring areas 111 and a non-scoring area 120. The plurality of scoring areas 111 correspond to different plurality of scoring numbers, and the non-scoring area 120 includes positioning marks 121, 122, 123, 124, and optical capture modules 21, 22, 23 are disposed around the target 10.

步驟S1:響應於第一飛鏢位於標靶上,控制電路控制多個光學擷取模組對目標區擷取多個待計分影像。Step S1: In response to the first dart being located on the target, the control circuit controls a plurality of optical capture modules to capture a plurality of images to be scored from the target area.

當參賽者投擲第一飛鏢DT1於目標區110上,控制電路30傳送控制訊號給光學擷取模組21、22、23,使對目標區110擷取影像。詳細地說,控制電路30控制光學擷取模組21、22、23在一預設時間區間內擷取待計分影像IM1、IM2、IM3,預設時間區間介於第一飛鏢DT1到達標靶10的第一時間點及第二飛鏢DT2到達標靶10上的第二時間點之間。When the contestant throws the first dart DT1 onto the target area 110, the control circuit 30 transmits a control signal to the optical capture modules 21, 22, 23 to capture images of the target area 110. Specifically, the control circuit 30 controls the optical capture modules 21, 22, 23 to capture the images IM1, IM2, IM3 to be scored within a preset time period, and the preset time period is between a first time point when the first dart DT1 reaches the target 10 and a second time point when the second dart DT2 reaches the target 10.

本實施例中預設每一個飛鏢到達標靶10時,即進行影像擷取。而前一時間區間的影像可作為當下待計分影像IM1、IM2、IM3進行比對的參考影像。也就是說,用於比對在第二時間點之後擷取的待計分影像的參考影像,可以是在第一時間點及第二時間點之間擷取的影像。即上一幀待計分影像可做為下一幀的參考影像。In this embodiment, it is pre-set that when each dart reaches the target 10, an image is captured. The image of the previous time period can be used as a reference image for comparison with the current images to be scored IM1, IM2, and IM3. In other words, the reference image used to compare the image to be scored captured after the second time point can be an image captured between the first time point and the second time point. That is, the previous frame of the image to be scored can be used as a reference image for the next frame.

通過控制電路30進行以下步驟S2至S4:The following steps S2 to S4 are performed by the control circuit 30:

步驟S2:比對多個待計分影像與多個參考影像,以判斷出第一飛鏢位置。Step S2: Compare the multiple images to be scored with the multiple reference images to determine the first dart position.

在待計分影像IM1、IM2、IM3進行比對前,控制電路30的影像處理電路31將原始的待計分影像中的目標區校正為預定圖形。如圖5所示,方框內的目標區110為一橢圓形狀,而用於比對的參考影像的目標區110為一正圓形。因欲進行比對的目標區110在原始待計分影像與參考影像的外型不同,因此不易進行影像比對。在校正步驟中,影像處理電路31先框選原始待計分影像中的標靶10作為待校正的範圍,如圖5中虛線方框即為標靶10的框選範圍。再採用演算法對框選範圍內的影像提取具有橢圓形的特徵,即標靶10內目標區110的範圍。其中演算法,例如,霍夫(Hough)轉換等。然而,本發明不以上述所舉的例子為限。接著,量測影像中的橢圓的長軸與短軸,並將影像中的橢圓按比例縮放,使長軸與短軸的長度相等,將影像中的橢圓校正為預定圖形,即正圓形。此時,待計分影像IM1、IM2、IM3中欲進行比對的影像的外型特徵以校正成與參考影像相同的正圓形,可利於與參考影像進行比對。Before the images to be scored IM1, IM2, and IM3 are compared, the image processing circuit 31 of the control circuit 30 corrects the target area in the original image to be scored to a predetermined shape. As shown in FIG5 , the target area 110 in the frame is an elliptical shape, while the target area 110 of the reference image used for comparison is a perfect circle. Since the appearance of the target area 110 to be compared is different in the original image to be scored and the reference image, it is not easy to perform image comparison. In the correction step, the image processing circuit 31 first selects the target 10 in the original image to be scored as the range to be corrected, as shown in FIG5 , where the dotted line frame is the framed range of the target 10. Then, an algorithm is used to extract the image within the framed range with elliptical features, that is, the range of the target area 110 in the target 10. The algorithm used is, for example, Hough transform. However, the present invention is not limited to the above examples. Then, the major axis and minor axis of the ellipse in the image are measured, and the ellipse in the image is scaled so that the lengths of the major axis and the minor axis are equal, and the ellipse in the image is corrected to a predetermined shape, i.e., a perfect circle. At this time, the appearance features of the image to be compared among the images to be scored IM1, IM2, and IM3 are corrected to the same perfect circle as the reference image, which is convenient for comparison with the reference image.

接著,通過影像處理電路31對多個待計分影像IM1、IM2、IM3以參考影像作為基準,進行比對以產生差異訊號DS1、DS2、DS3。待計分影像IM1相對於參考影像具有不同的影像特徵,例如待計分影像IM1中影像特徵可包括像素、色彩、灰度值、亮度中的一或多者。然而,本發明不以上述所舉的例子為限。具體地說,待計分影像IM1、IM2、IM3以點對點映射模式比對參考影像後,影像處理電路31取得待計分影像中與參考影像相異的多個特徵點。然而,這些特徵點並非都是第一飛鏢DT1的落點位置。Next, the image processing circuit 31 compares the multiple images to be scored IM1, IM2, and IM3 with the reference image as a benchmark to generate difference signals DS1, DS2, and DS3. The image to be scored IM1 has different image features relative to the reference image. For example, the image features in the image to be scored IM1 may include one or more of pixels, colors, grayscale values, and brightness. However, the present invention is not limited to the above examples. Specifically, after the images to be scored IM1, IM2, and IM3 are compared with the reference image in a point-to-point mapping mode, the image processing circuit 31 obtains multiple feature points in the images to be scored that are different from the reference image. However, these feature points are not all the landing positions of the first dart DT1.

因此,需要對相異的特徵點採用特定的影像處理程序以排除不必要的雜訊。本實施例通過影像處理電路31執行影像銳化程序、影像二值化程序及形態學的開放(opening)運算程序中的一或多者,以收斂第一飛鏢DT1的落點位置。如圖4所示,待計分影像IM1的影像處理過程與待計分影像IM2、IM3相同,此以待計分影像IM1作說明。待計分影像IM1中的第一飛鏢DT1包含多個畫素,透過影像處理電路31執行的程序,如開放運算程序可將一個區塊的面積往區塊的中間方向內縮,以排除區塊的外部可能造成計算誤差的雜訊。對第一飛鏢DT1的畫素數量進行精簡,不僅可以使影像中的第一飛鏢DT1更趨近第一飛鏢DT1真實的位置,也可排除造成判斷得分區誤差的雜訊。此時,通過影像處理程序而產生的畫素為差異訊號DS1、DS2、DS3。接著,通過影像處理電路31以差異訊號DS1、DS2、DS3於參考影像中的位置作為第一飛鏢位置P1。也就是說,差異訊號DS1包括的畫素對應在參考影像上的位置,作為光學擷取模組21擷取的影像的第一飛鏢位置P1。Therefore, it is necessary to use a specific image processing program for different feature points to eliminate unnecessary noise. In this embodiment, the image processing circuit 31 executes one or more of an image sharpening program, an image binarization program, and a morphological opening operation program to converge the landing point position of the first dart DT1. As shown in FIG4 , the image processing process of the image to be scored IM1 is the same as that of the images to be scored IM2 and IM3, and the image to be scored IM1 is used for illustration. The first dart DT1 in the image to be scored IM1 includes a plurality of pixels. Through the program executed by the image processing circuit 31, such as the opening operation program, the area of a block can be shrunk inward toward the middle of the block to eliminate the noise outside the block that may cause calculation errors. Simplifying the number of pixels of the first dart DT1 can not only make the first dart DT1 in the image closer to the real position of the first dart DT1, but also eliminate the noise that causes the error in judging the scoring area. At this time, the pixels generated by the image processing program are the difference signals DS1, DS2, and DS3. Then, the positions of the difference signals DS1, DS2, and DS3 in the reference image are used as the first dart position P1 through the image processing circuit 31. In other words, the position of the pixels included in the difference signal DS1 corresponding to the reference image is used as the first dart position P1 of the image captured by the optical capture module 21.

步驟S3:以待計分影像中的一個或多個定位標記作為基準,以判斷出第一飛鏢位置對應的得分區,並取得第一飛鏢得分數。Step S3: Using one or more positioning marks in the image to be scored as a reference, the scoring area corresponding to the first dart position is determined, and the first dart score is obtained.

本實施例以待計分影像IM1、IM2、IM3中每一個的一個或多個定位標記作為基準,以判斷出第一飛鏢位置P1對應的得分區111並取得第一飛鏢得分數S1。例如,以四個定位標記121、122、123、124作為基準。但本發明不限於此,可以定位標記121、122、123、124其中一個或多個作為基準。如圖4所示,在待計分影像IM1中,控制電路30以距離光學擷取模組21最近的定位標記124作為基準,計算出差異訊號DS1對應的得分區,以判斷出得分區111-1的對應的得分數為5分。同樣地,判斷出對應光學擷取模組22的得分區111-2的得分數為10分,對應光學擷取模組23的得分區111-3的得分數為5分。This embodiment uses one or more positioning marks of each of the images to be scored IM1, IM2, and IM3 as a reference to determine the score area 111 corresponding to the first dart position P1 and obtain the first dart score S1. For example, four positioning marks 121, 122, 123, and 124 are used as a reference. However, the present invention is not limited to this, and one or more of the positioning marks 121, 122, 123, and 124 can be used as a reference. As shown in Figure 4, in the image to be scored IM1, the control circuit 30 uses the positioning mark 124 closest to the optical capture module 21 as a reference to calculate the score area corresponding to the difference signal DS1, so as to determine that the corresponding score of the scoring area 111-1 is 5 points. Similarly, it is determined that the score of the score area 111-2 corresponding to the optical capture module 22 is 10 points, and the score of the score area 111-3 corresponding to the optical capture module 23 is 5 points.

步驟S4:統計所得到的每一個第一飛鏢得分數以產生真實第一飛鏢得分數。Step S4: Count each first dart score obtained to generate a real first dart score.

在預設時間區間內,控制電路30從對應多個光學擷取模組21、22、23的多個飛鏢得分數中,統計出現的次數最多的第一飛鏢得分數作為真實第一飛鏢得分數。如圖4所示,光學擷取模組21、22、23對應的多個飛鏢得分數分別為5分、10分、5分。經由控制電路30統計後出現次數最高的得分數為5分,因此,由此判定5分為真實第一飛鏢得分數RS1。In a preset time period, the control circuit 30 counts the first dart score that appears the most times from the multiple dart scores corresponding to the multiple optical capture modules 21, 22, and 23 as the real first dart score. As shown in FIG4, the multiple dart scores corresponding to the optical capture modules 21, 22, and 23 are 5 points, 10 points, and 5 points, respectively. After being counted by the control circuit 30, the score that appears the most times is 5 points, so 5 points is determined to be the real first dart score RS1.

通過上述說明,本發明不須經由人員判斷飛鏢落點影像,即可精確地取得飛鏢的得分數。且以特定的影像處理程序除了可以提高控制電路對飛鏢落點的精度,同時也可以加快影像處理的運算速度。並且,以不同角度取得的影像可以提高判斷飛鏢落點時的準確度。Through the above description, the present invention can accurately obtain the dart score without the need for personnel to judge the dart landing point image. In addition, the specific image processing program can not only improve the accuracy of the control circuit for the dart landing point, but also speed up the image processing calculation speed. In addition, images obtained at different angles can improve the accuracy of judging the dart landing point.

實施例的有益效果Beneficial Effects of the Embodiments

本發明的其中一有益效果在於,本發明所提供的自動計分標靶裝置及標靶自動計分方法,其能通過“不同位置的光學擷取模組擷取待計分影像”以及“控制電路比對並統計待計分影像”的技術方案,以取得真實第一飛鏢得分數。One of the beneficial effects of the present invention is that the automatic scoring target device and the automatic target scoring method provided by the present invention can obtain the real first dart score through the technical solutions of "optical capture modules at different positions capture images to be scored" and "control circuits compare and count images to be scored".

本發明因藉由比較不同位置的光學擷取模組取得的待計分影像,可以解決單一光學擷取模組擷取的畫面具有死角造成飛鏢落點判斷錯誤的問題,判斷飛鏢落點時的精準度。The present invention can solve the problem of dart landing point judgment errors caused by blind spots in images captured by a single optical capture module by comparing the images to be scored obtained by optical capture modules at different positions, thereby improving the accuracy of dart landing point judgment.

更進一步來說,在控制電路利用前一幀影像比對待計分影像以判斷出飛鏢位置的步驟中,控制電路先去除影像中非得分區以及校正影像中的得分區為正圓。再接著比對不同幀的影像的步驟中,通過影像處理以比對前一幀影像以取得差異。先對待計分影像進行校正,再以影像處理收斂飛鏢落點,可以減少影像處理的資料處理量並縮短處理時間,同時也可以達到提高判斷飛鏢落點時的精準度。Furthermore, in the step where the control circuit compares the image to be scored with the previous frame image to determine the position of the dart, the control circuit first removes the non-scoring area in the image and corrects the scoring area in the image to be a perfect circle. Then, in the step of comparing different frames of images, the image processing is used to compare the previous frame image to obtain the difference. Correcting the image to be scored first and then converging the dart landing point with image processing can reduce the amount of data processing for image processing and shorten the processing time, while also achieving improved accuracy in determining the dart landing point.

以上所公開的內容僅為本發明的優選可行實施例,並非因此侷限本發明的申請專利範圍,所以凡是運用本發明說明書及圖式內容所做的等效技術變化,均包含於本發明的申請專利範圍內。The above disclosed contents are only the preferred feasible embodiments of the present invention, and do not limit the scope of the patent application of the present invention. Therefore, all equivalent technical changes made by using the contents of the description and drawings of the present invention are included in the scope of the patent application of the present invention.

1:自動計分標靶裝置 10:標靶 110:目標區 111、111-1、111-2、111-3:得分區 120:非得分區 121、122、123、124:定位標記 21、22、23:光學擷取模組 30:控制電路 31:影像處理電路 40:固定架 50:光源 60:記憶體 θ1、θ2、θ3:夾角 DT1、DT2:第一飛鏢、第二飛鏢 IM1、IM2、IM3:待計分影像 P1:第一飛鏢位置 S1:第一飛鏢得分數 RS1:真實第一飛鏢得分數 DS1、DS2、DS3:差異訊號1: Automatic scoring target device 10: Target 110: Target area 111, 111-1, 111-2, 111-3: Scoring area 120: Non-scoring area 121, 122, 123, 124: Positioning mark 21, 22, 23: Optical capture module 30: Control circuit 31: Image processing circuit 40: Fixing frame 50: Light source 60: Memory θ1, θ2, θ3: Angle DT1, DT2: First dart, second dart IM1, IM2, IM3: Image to be scored P1: First dart position S1: First dart score RS1: Actual first dart score DS1, DS2, DS3: Differential signal

圖1為本發明實施例的自動計分標靶裝置的示意圖。FIG. 1 is a schematic diagram of an automatic scoring target device according to an embodiment of the present invention.

圖2為本發明實施例的自動計分標靶裝置的功能方塊圖。FIG. 2 is a functional block diagram of the automatic scoring target device according to an embodiment of the present invention.

圖3為本發明實施例的自動計分方法的流程圖。FIG3 is a flow chart of the automatic scoring method according to an embodiment of the present invention.

圖4為本發明自動計分方法的步驟S2及S3的示意圖。FIG. 4 is a schematic diagram of steps S2 and S3 of the automatic scoring method of the present invention.

圖5為本發明實施例的待計分影像校正前後的示意圖。FIG. 5 is a schematic diagram of an image to be scored before and after correction according to an embodiment of the present invention.

1:自動計分標靶裝置 1: Automatic scoring target device

10:標靶 10: Target

110:目標區 110: Target area

111:得分區 111: Scoring Zone

120:非得分區 120: Non-scoring zone

121、122、123、124:定位標記 121, 122, 123, 124: Positioning marks

21、22、23:光學擷取模組 21, 22, 23: Optical capture module

30:控制電路 30: Control circuit

40:固定架 40:Fixed bracket

50:光源 50: Light source

θ1、θ2、θ3:夾角 θ1, θ2, θ3: angle of intersection

Claims (20)

一種自動計分標靶裝置,其包括: 一標靶,包括具有多個得分區的一目標區以及一非得分區,多個所述得分區對應不同的多個得分數,且所述非得分區設置有多個定位標記; 多個光學擷取模組,設置於所述標靶的周圍,且經配置以在一第一飛鏢位於所述標靶上時,對所述目標區擷取多個待計分影像;以及 一控制電路,經配置以將多個所述待計分影像與多個參考影像進行比對,以判斷出一第一飛鏢位置,且以所述待計分影像中的一個或多個所述定位標記作為基準,以判斷出所述第一飛鏢位置對應的所述得分區並取得一第一飛鏢得分數,再統計所得到的每一個所述第一飛鏢得分數以產生一真實第一飛鏢得分數。 An automatic scoring target device comprises: A target, comprising a target area with multiple scoring areas and a non-scoring area, wherein the multiple scoring areas correspond to different multiple scores, and the non-scoring area is provided with multiple positioning marks; Multiple optical capture modules are arranged around the target and configured to capture multiple images to be scored of the target area when a first dart is located on the target; and A control circuit is configured to compare the multiple images to be scored with multiple reference images to determine a first dart position, and to use one or more positioning marks in the images to be scored as a reference to determine the scoring area corresponding to the first dart position and obtain a first dart score, and then to count each of the first dart scores obtained to generate a true first dart score. 如請求項1所述的自動計分標靶裝置,其中,所述控制電路控制多個所述光學擷取模組在一預設時間區間內擷取多個所述待計分影像,所述的預設時間區間介於所述第一飛鏢到達所述標靶的一第一時間點及一第二飛鏢到達所述標靶上的一第二時間點之間。An automatic scoring target device as described in claim 1, wherein the control circuit controls multiple optical capture modules to capture multiple images to be scored within a preset time period, and the preset time period is between a first time point when the first dart arrives at the target and a second time point when a second dart arrives at the target. 如請求項2所述的自動計分標靶裝置,更包括一記憶體,經配置儲存多個所述參考影像及多個所述待計分影像,其中,各所述光學擷取模組在所述第一飛鏢尚未位於所述標靶時,對所述標靶進行擷取以得到對應的所述參考影像。The automatic scoring target device as described in claim 2 further includes a memory configured to store multiple reference images and multiple images to be scored, wherein each optical capture module captures the target to obtain the corresponding reference image when the first dart is not yet located at the target. 如請求項3所述的自動計分標靶裝置,其中,多個所述光學擷取模組中,其中任兩相鄰所述光學擷取模組相對於所述目標區的一圓心形成一夾角,且每一所述夾角具有一預定角度。An automatic scoring target device as described in claim 3, wherein, among the plurality of optical capture modules, any two adjacent optical capture modules form an angle relative to a center of the target area, and each of the angles has a predetermined angle. 如請求項2所述的自動計分標靶裝置,其中,在所述預設時間區間內,所述控制電路從對應多個所述光學擷取模組的多個所述第一飛鏢得分數中,統計出現的次數最多的所述第一飛鏢得分數作為所述真實第一飛鏢得分數。An automatic scoring target device as described in claim 2, wherein, within the preset time period, the control circuit counts the first dart score that appears the most times from among multiple first dart scores corresponding to multiple optical capture modules as the true first dart score. 如請求項1所述的自動計分標靶裝置,其中,所述控制電路更包括一影像處理電路,經配置以將所述待計分影像中的所述目標區校正為一預定圖形。An automatic scoring target device as described in claim 1, wherein the control circuit further includes an image processing circuit configured to correct the target area in the image to be scored into a predetermined pattern. 如請求項6所述的自動計分標靶裝置,其中,將多個所述待計分影像與多個所述參考影像進行比對,以判斷出所述第一飛鏢位置的步驟包括: 通過所述影像處理電路對多個所述待計分影像以所述參考影像作為基準,進行比對以產生一差異訊號;以及 通過所述影像處理電路以所述差異訊號於所述參考影像中的位置作為所述第一飛鏢位置。 The automatic scoring target device as described in claim 6, wherein the step of comparing the plurality of images to be scored with the plurality of reference images to determine the position of the first dart comprises: Using the image processing circuit to compare the plurality of images to be scored with the reference image as a reference to generate a difference signal; and Using the position of the difference signal in the reference image as the first dart position by the image processing circuit. 如請求項7所述的自動計分標靶裝置,其中,產生所述差異訊號的步驟包括通過所述影像處理電路執行一影像銳化程序、一影像二值化程序及一形態學的開放(opening)運算程序中的一或多者。An automatic scoring target device as described in claim 7, wherein the step of generating the difference signal includes executing one or more of an image sharpening process, an image binarization process and a morphological opening operation process through the image processing circuit. 如請求項1所述的自動計分標靶裝置,更包括一固定架,設置於所述標靶的周圍,多個所述光學擷取模組設置於所述固定架以完整擷取所述標靶。The automatic scoring target device as described in claim 1 further includes a fixing frame disposed around the target, and a plurality of optical capture modules are disposed on the fixing frame to completely capture the target. 如請求項9所述的自動計分標靶裝置,更包括一或多個光源,設置於所述固定架上,經配置於以至少照射所述目標區。The automatic scoring target device as described in claim 9 further includes one or more light sources disposed on the fixing frame and configured to illuminate at least the target area. 一種標靶自動計分方法,包括: 提供一標靶,包括具有多個得分區的一目標區以及一非得分區,多個所述得分區對應不同的多個得分數,且所述非得分區設置有多個定位標記,且設置多個光學擷取模組於所述標靶的周圍; 響應於一第一飛鏢位於所述標靶上,一控制電路控制多個所述光學擷取模組對所述目標區擷取多個待計分影像; 通過所述控制電路進行以下步驟: 比對多個所述待計分影像與多個參考影像,以判斷出一第一飛鏢位置; 以所述待計分影像中的一個或多個所述定位標記作為基準,以判斷出所述第一飛鏢位置對應的所述得分區,並取得一第一飛鏢得分數;及 統計所得到的每一個所述第一飛鏢得分數以產生一真實第一飛鏢得分數。 A method for automatic scoring of a target, comprising: Providing a target, comprising a target area with multiple scoring areas and a non-scoring area, wherein the multiple scoring areas correspond to different multiple scores, and the non-scoring area is provided with multiple positioning marks, and multiple optical capture modules are provided around the target; In response to a first dart being located on the target, a control circuit controls the multiple optical capture modules to capture multiple images to be scored for the target area; The following steps are performed by the control circuit: Comparing the multiple images to be scored with multiple reference images to determine a first dart position; Using one or more positioning marks in the image to be scored as a reference to determine the scoring area corresponding to the first dart position, and obtain a first dart score; and Each of the first dart scores obtained is counted to generate a real first dart score. 如請求項11所述的標靶自動計分方法,所述控制電路控制多個所述光學擷取模組在一預設時間區間內擷取多個所述待計分影像,所述預設時間區間介於所述第一飛鏢到達所述標靶的一第一時間點及一第二飛鏢到達所述標靶上的一第二時間點之間。In the target automatic scoring method as described in claim 11, the control circuit controls the multiple optical capture modules to capture the multiple images to be scored within a preset time period, and the preset time period is between a first time point when the first dart arrives at the target and a second time point when the second dart arrives at the target. 如請求項12所述的標靶自動計分方法,其中,更包括一記憶體,經配置儲存多個所述參考影像及多個所述待計分影像,其中,各所述光學擷取模組在所述第一飛鏢尚未位於所述標靶時,對所述標靶進行擷取以得到對應的所述參考影像。The target automatic scoring method as described in claim 12 further includes a memory configured to store multiple reference images and multiple images to be scored, wherein each optical capture module captures the target to obtain the corresponding reference image when the first dart is not yet located at the target. 如請求項11所述的標靶自動計分方法,其中,多個所述光學擷取模組中,其中任兩相鄰所述光學擷取模組相對於所述目標區的一圓心形成一夾角,且每一所述夾角具有一預定角度。As described in claim 11, in the target automatic scoring method, among the multiple optical capture modules, any two adjacent optical capture modules form an angle relative to a center of the target area, and each of the angles has a predetermined angle. 如請求項12所述的標靶自動計分方法,其中,在所述預設時間區間內,所述控制電路從對應多個所述光學擷取模組的多個所述飛鏢得分數中,統計出現的次數最多的所述第一飛鏢得分數作為所述真實第一飛鏢得分數。A target automatic scoring method as described in claim 12, wherein, within the preset time period, the control circuit counts the first dart score that appears the most times from the multiple dart scores corresponding to the multiple optical capture modules as the true first dart score. 如請求項11所述的標靶自動計分方法,其中,所述控制電路更包括一影像處理電路,經配置以將所述待計分影像中的所述目標區校正為一預定圖形。The target automatic scoring method as described in claim 11, wherein the control circuit further includes an image processing circuit configured to correct the target area in the image to be scored into a predetermined pattern. 如請求項16所述的標靶自動計分方法,其中,將多個所述待計分影像與多個所述參考影像進行比對,以判斷出所述第一飛鏢位置的步驟包括: 通過所述影像處理電路對多個所述待計分影像以所述參考影像作為基準,進行比對以產生一差異訊號;以及 通過所述影像處理電路以所述差異訊號於所述參考影像中的位置作為所述第一飛鏢位置。 In the target automatic scoring method as described in claim 16, the step of comparing the plurality of images to be scored with the plurality of reference images to determine the position of the first dart includes: Using the image processing circuit to compare the plurality of images to be scored with the reference image as a reference to generate a difference signal; and Using the position of the difference signal in the reference image as the first dart position by the image processing circuit. 如請求項17所述的標靶自動計分方法,其中,產生所述差異訊號的步驟包括通過所述影像處理電路執行一影像銳化程序、一影像二值化程序及一形態學的開放(opening)運算程序中的一或多者。The target automatic scoring method as described in claim 17, wherein the step of generating the difference signal includes executing one or more of an image sharpening process, an image binarization process and a morphological opening operation process through the image processing circuit. 如請求項11所述的標靶自動計分方法,更包括一固定架,更包括一固定架,設置於所述標靶的周圍,多個所述光學擷取模組設置於所述固定架以完整擷取所述標靶。The target automatic scoring method as described in claim 11 further includes a fixing frame, and further includes a fixing frame disposed around the target, and multiple optical capture modules are disposed on the fixing frame to completely capture the target. 如請求項19所述的標靶自動計分方法,更包括一或多個光源,設置於所述固定架上,經配置於以至少照射所述目標區。The target automatic scoring method as described in claim 19 further includes one or more light sources disposed on the fixing frame and configured to illuminate at least the target area.
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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI612990B (en) * 2016-01-05 2018-02-01 奈特視訊科技股份有限公司 Automatic scoring dart target device and method using the same
TW201916914A (en) * 2017-10-17 2019-05-01 南韓商洪國際有限公司 Dart game apparatus and dart game system providing lesson video
TWI833676B (en) * 2022-12-16 2024-02-21 南韓商鳳凰飛鏢有限公司 Method and apparatus for providing dart game using artificial intelligent technology

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI612990B (en) * 2016-01-05 2018-02-01 奈特視訊科技股份有限公司 Automatic scoring dart target device and method using the same
TW201916914A (en) * 2017-10-17 2019-05-01 南韓商洪國際有限公司 Dart game apparatus and dart game system providing lesson video
TWI833676B (en) * 2022-12-16 2024-02-21 南韓商鳳凰飛鏢有限公司 Method and apparatus for providing dart game using artificial intelligent technology

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