TWI881811B - Automatic detection method of gemstone - Google Patents
Automatic detection method of gemstone Download PDFInfo
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本發明係有關於一種檢測方法的設計,特別是指一種寶石全自動檢測方法。 The present invention relates to the design of a detection method, in particular to a fully automatic gemstone detection method.
按,傳統對於寶石的檢測方式,大都以採用具有紫外線燈照、紅外線光譜等大型儀器外,再配合人工量測方式進行檢測,然而通過前述該等儀器的檢測下,不但檢測周期長、效率低、檢測費用格高,因此很難達到普及,更何況再搭配以人工分析比對為主要的檢測比對方式,致使在比對過程中無法以定量數值作為比對的依據,且在比對分析過程中人工會有主觀性的因素摻雜其中,同時有經驗跟沒有經驗的人對於品質的認定不相同,導致不同人工檢測會有出現判斷不一致的情事產生,實有待改進。 According to the traditional method of gemstone testing, most of them are equipped with large instruments such as ultraviolet light and infrared spectrum, combined with manual measurement. However, the testing of these instruments is not only long, inefficient, and expensive, so it is difficult to achieve popularization. Moreover, combined with manual analysis and comparison as the main testing and comparison method, it is impossible to use quantitative values as the basis for comparison during the comparison process. In addition, there will be subjective factors in the comparison and analysis process. At the same time, experienced and inexperienced people have different recognitions of quality, resulting in inconsistent judgments in different manual tests, which really needs to be improved.
因此,本發明之目的,是在提供一種寶石全自動檢測方法,全自動作業過程中,其利用光學檢測且對寶石由外到內重複拍照生成複數張照片,再配合電腦針對該等照片合成影像建模,最後再依據建模進行量測、分析與等級分類集收,除操作方便與大幅提升檢測速率外,並且大大提高檢測的準確性,有效減少人工操作主觀性與錯誤等功 效。 Therefore, the purpose of the present invention is to provide a fully automatic gemstone detection method. During the fully automatic operation, it uses optical detection and repeatedly photographs the gemstone from the outside to the inside to generate multiple photos, and then uses a computer to synthesize the images of these photos to build a model. Finally, it performs measurement, analysis, and grade classification based on the model. In addition to being easy to operate and greatly improving the detection rate, it also greatly improves the accuracy of the detection, effectively reducing the subjectiveness and errors of manual operation, etc.
於是,本發明寶石全自動檢測方法,其通過一檢測設備對待測之寶石進行品質的檢測,且該檢測設備具有機台、轉盤、光源、影像擷取器及集收裝置等組合,而該寶石全自動檢測方法包含有輸送步驟、取像步驟、建模分析步驟及分選步驟等步驟;其中,在該傳送步驟中透過該轉盤供待檢測之該等寶石依序、間隔置放,以傳送至該檢測設備之影像擷取器的取像位置處,而位於該轉盤一側之該光源會產生不同頻率之光線投射於該寶石上,再由該影像擷取器以不同倍率與焦聚方式的配合,以對該寶石進行由外深至到內部的複數張高頻影像的照片拍攝(即該取像步驟),使該等高頻影像照片通過該運算裝置的量化分析,並經整合、建模後,不但可獲得該寶石之內部結構資訊外,更得以構建出該寶石外觀圖型後予以輸出,針對該寶石外觀並以複數臨界線條連結而成,由該運算裝置針對該任二臨界線條予以計算出距離數值(即該建模分析步驟),最後在該轉盤的傳送下,該集收裝置會針對該運算裝置所計算出距離數值,依等級來對該寶石進行分選、集收(即該建模分析步驟與該分選步驟);因此在全自動的檢測流程中,除了操作方便與大幅提升檢測速率外,更能於檢測過程中利用以不同倍率與焦距搭配不同頻率之光照所形成的光學檢測模式,以對待檢測之該等寶石進行取像,再配合該運算模組之運算技術,以有效減少人工檢測時所會產生之主觀與錯誤,有提高檢測的準確性。 Therefore, the fully automatic gemstone inspection method of the present invention uses an inspection device to inspect the quality of the gemstone to be inspected, and the inspection device has a combination of a machine, a turntable, a light source, an image capturer and a collection device, and the fully automatic gemstone inspection method includes a conveying step, an imaging step, a modeling and analysis step and a sorting step. In the conveying step, the gemstones to be inspected are placed in sequence and at intervals through the turntable to The light source on one side of the turntable generates light of different frequencies and projects it onto the gemstone. The image capturer then uses different magnifications and focusing methods to take multiple high-frequency images of the gemstone from the outside to the inside (i.e., the imaging step). The high-frequency images are quantitatively analyzed by the computing device and integrated and modeled. In addition to obtaining the internal structure information of the gem, the appearance of the gem can be constructed and output. The appearance of the gem is connected by multiple critical lines, and the calculation device calculates the distance value for any two critical lines (i.e. the modeling and analysis step). Finally, under the transmission of the turntable, the collection device will sort and collect the gem according to the grade based on the distance value calculated by the calculation device (i.e. the Modeling and analysis steps and the sorting step); therefore, in the fully automatic detection process, in addition to being easy to operate and greatly improving the detection rate, the optical detection mode formed by different magnifications and focal lengths with different frequencies of light can be used in the detection process to capture images of the gemstones to be detected, and then combined with the calculation technology of the calculation module, it can effectively reduce the subjective and errors generated during manual detection, thereby improving the accuracy of detection.
(本發明) (The present invention)
3:寶石全自動檢測方法 3: Gemstone automatic detection method
31:輸送步驟 31: Transport step
32:取像步驟 32: Imaging steps
33:建模分析步驟 33: Modeling and analysis steps
34:分選步驟 34: Sorting steps
4:檢測設備 4: Testing equipment
41:機台 41: Machine
42:轉盤 42: Turntable
43:光源 43: Light source
44:影像擷取器 44: Image Capture
45:集收裝置 45: Collection device
46:運算裝置 46: Computing device
431:側面光源 431: Side light source
432:底部光源 432: Bottom light source
441:第一影像擷取單元 441: First image capture unit
442:第二影像擷取單元 442: Second image capture unit
451:撥動器 451:Dialer
452:集收盒 452: Collection box
461:記憶單元 461:Memory unit
462:處理單元 462: Processing unit
463:顯示幕 463:Display screen
5:寶石/鑽石 5: Gems/Diamonds
圖1是本發明一較佳實施例之檢測設備示意圖。 Figure 1 is a schematic diagram of a detection device of a preferred embodiment of the present invention.
圖2是本發明一較佳實施例之流程圖。 Figure 2 is a flow chart of a preferred embodiment of the present invention.
圖3是該較佳實施例之動作示意圖。 Figure 3 is a schematic diagram of the operation of the preferred embodiment.
圖4是該較佳實施例之寶石檢測顯示狀態示意圖。 Figure 4 is a schematic diagram of the gemstone detection display status of the preferred embodiment.
有關本發明之前述及其他技術內容、特點與功效,在以下配合參考圖式之較佳實施例的詳細說明中,將可清楚的明白。 The other technical contents, features and effects of the present invention mentioned above will be clearly understood in the following detailed description of the preferred embodiment with reference to the drawings.
參閱圖1,本發明寶石全自動檢測方法3之一較佳實施例,其對待測之寶石5進行品質檢測,而本實施例中之寶石5僅以鑽石為例加以說明,而該等鑽石5檢測過程須具備有一檢測設備4,該檢測設備4包括有一機台41,一可於該機台41上轉動之轉盤42,分設於該轉盤42周圍之至少一光源43、至少一影像擷取器44及集收裝置45,以及一分別與該影像擷取器44、該集收裝置45連結之運算裝置46,其中,該轉盤42係為可視性材質,以供該等鑽石5依序定位,且利用該轉盤42轉動輸送,以做為後續檢測之準備;另,該光源43產生的光照模式係以不同頻率之可變光模式為之,同時本實施例該光源43具有一設於該轉盤42之一側的側面光源431,以及一位於該轉盤42之底面下的底部光源432,而前述該側面光源431與該底部光源432可為LED環形光源設置,同時可因應檢測需求對該側面光源431與該底部光源432產生之光線照射模式進行適當的控制設定,以便該鑽石5表面獨有的多折射光學特性,在該光源43的光照輔助下而顯現出來。 Referring to FIG. 1 , a preferred embodiment of the fully automatic gemstone inspection method 3 of the present invention is to inspect the quality of the gemstone 5 to be inspected. In this embodiment, the gemstone 5 is only described by taking diamond as an example. The inspection process of the diamonds 5 requires an inspection device 4. The inspection device 4 includes a machine 41, a turntable 42 that can rotate on the machine 41, at least one light source 43 disposed around the turntable 42, at least one image capturer 44 and a collection device 45, and an operation device 46 connected to the image capturer 44 and the collection device 45, respectively. The turntable 42 is a visible material for positioning the diamonds 5 in sequence, and the turntable is used to calculate the image of the diamonds 5. 42 is rotated and transported to prepare for subsequent detection; in addition, the light source 43 generates a light pattern with a variable light pattern of different frequencies. At the same time, the light source 43 of this embodiment has a side light source 431 disposed on one side of the turntable 42, and a bottom light source 432 disposed under the bottom surface of the turntable 42. The side light source 431 and the bottom light source 432 can be LED ring light sources. At the same time, the light irradiation pattern generated by the side light source 431 and the bottom light source 432 can be appropriately controlled and set according to the detection requirements, so that the unique multi-refractive optical characteristics of the surface of the diamond 5 can be displayed with the help of the light source 43.
仍續前述,本實施例該影像擷取器44具有一設於該轉盤42 一側之第一影像擷取單元441,以及一設於該機台41上且鄰近該底面之第二影像擷取單元442,該第一影像擷取單元441位於該側面光源431前,以背光方式對該轉盤42上之該鑽石5進行周緣影像擷取,而該第二影像擷取單元442位於該底部光源432前的設置,同樣以背光形態通過該底面對該等鑽石5進行不同面向輪廓影像的擷取,同時該第一影像擷取單元441、該第二影像擷取單元442在針對每一該鑽石5進行影像的拍攝過程中,係採不同倍率與焦聚之模式進行影像的擷取,以針對該轉盤42上所傳送之該每一鑽石5進行不同面向之輪廓的擷取。 As mentioned above, the image capture device 44 of this embodiment has a first image capture unit 441 disposed on one side of the turntable 42, and a second image capture unit 442 disposed on the machine 41 and adjacent to the bottom surface. The first image capture unit 441 is located in front of the side light source 431 and captures the peripheral image of the diamond 5 on the turntable 42 in a backlight manner, while the second image capture unit 442 is located on the bottom surface. The arrangement in front of the light source 432 also captures the contour images of the diamonds 5 in different directions through the bottom surface in a backlight form. At the same time, the first image capture unit 441 and the second image capture unit 442 capture images in different magnifications and focusing modes during the process of shooting images for each diamond 5, so as to capture the contours of different directions for each diamond 5 transmitted on the turntable 42.
接續前述,本實施例該運算裝置46具有一儲存有多數鑽石之尺寸規格的數據或圖形之記憶單元461,一與該記憶單元461連接之處理單元462,以及一與該處理單元462連接之顯示幕463;其中,該記憶單元461中所儲存之數據或圖形為GIA所提供的各式鑽石驗證規格資料為主,而該處理單元462係採用機器學習模型為運算之技術,利用該機器學習量化分析特性,並輔以特徵值的模式進行整合、分析,亦即該處理單元462可針對該影像擷取器44輸出之擷取該等照片進行合成建模,且依據建模後之資料進行分析、並將運算結果之資料顯示於該顯示幕463上;至於,該集收裝置45具有一設於該轉盤42上之撥動器451,以及複數分設於該轉盤42側邊之集收盒452,使該撥動器451針對該運算裝置46所運算之結果,且受該運算裝置46的啟動下,該撥動器451針對該轉盤42所傳送之檢測後之該鑽石5的等級予以撥動、分選至對應的該集收盒452中進行集收。 Continuing from the above, the computing device 46 of this embodiment has a memory unit 461 storing data or graphics of the size specifications of a plurality of diamonds, a processing unit 462 connected to the memory unit 461, and a display screen 463 connected to the processing unit 462; wherein the data or graphics stored in the memory unit 461 are mainly various diamond verification specification data provided by GIA, and the processing unit 462 adopts the machine learning model as the computing technology, utilizes the quantitative analysis characteristics of the machine learning, and integrates and analyzes with the aid of the eigenvalue model, that is, the processing unit 462 can target The captured photos output by the image capture device 44 are synthesized and modeled, and the modeled data is analyzed and the data of the calculation results are displayed on the display screen 463; as for the collection device 45, there is a dial 451 arranged on the turntable 42, and a plurality of collection boxes 452 arranged on the side of the turntable 42, so that the dial 451 is activated by the calculation device 46 and the grade of the diamond 5 after detection transmitted by the turntable 42 is adjusted and sorted into the corresponding collection box 452 for collection.
參閱圖2、圖3所示,本實施例寶石全自動檢測方法3之檢 測作業,其依序包含有一輸送步驟31、取像步驟32、建模分析步驟33及分選步驟34等:其中,該輸送步驟31中將待檢測之該等鑽石5依序、間隔地置放於該轉盤42上,使每一該鑽石5在該轉盤42的轉動下而被傳送至位於該影像擷取器44之取像設定位置處;另,該取像步驟32中該側面光源431、該底部光源432會以不同頻率之可變光模式,於該轉盤42之側邊、底部處向該轉盤42上之該鑽石5進行光線的投射,同時該第一影像擷取單元441、該第二影像擷取單元442同步以背向光源形態,並在取像期間以不同倍率與焦聚方式,針對該鑽石5由外深至內部進行複數張高頻影像之照片拍攝作業,而該側面光源431、該底部光源432亦產生不同頻率之光線照設於該鑽石上,以對應該第一影像擷取單元441、該第二影像擷取單元442擷取的該每一照片上所需之光線。 Referring to FIG. 2 and FIG. 3, the detection operation of the fully automatic gemstone detection method 3 of this embodiment includes a conveying step 31, an imaging step 32, a modeling and analysis step 33, and a sorting step 34, etc., in sequence: wherein, in the conveying step 31, the diamonds 5 to be detected are placed on the turntable 42 in sequence and at intervals, so that each of the diamonds 5 is conveyed to the imaging setting position of the image capturer 44 under the rotation of the turntable 42; in addition, in the imaging step 32, the side light source 431 and the bottom light source 432 are variable in different frequencies at the turntable. 42 projects light onto the diamond 5 on the turntable 42 from the side and bottom. At the same time, the first image capture unit 441 and the second image capture unit 442 synchronously face away from the light source and take multiple high-frequency images of the diamond 5 from the outside to the inside with different magnifications and focusing methods during the image capture period. The side light source 431 and the bottom light source 432 also generate light of different frequencies to illuminate the diamond, corresponding to the light required for each photo captured by the first image capture unit 441 and the second image capture unit 442.
仍續上述,該建模分析步驟33係將前述該第一影像擷取單元441、該第二影像擷取單元442取得之影像傳至該運算裝置46中,且利用該運算裝置46予以分析高頻影像之該等照片,除可獲得該鑽石5之內部結構資訊,並且針對該等照片通過量化分析後予以整合、建模,以構建出該鑽石5外觀圖型予以輸出,同時針對該鑽石5外觀並以複數臨界線條連結而成,且由該運算裝置46針對該任二臨界線條予以計算出該鑽石5整體之各部位形態的距離數值,如為:台面寬、腰寬、高度、冠高、亭深、腰厚及底尖寬等資料,並與儲存之驗證規格資料進行分析、處理,且將運算結果之資料通過該顯示幕463顯示,即如圖4所示;至於,該分選步驟34係將前述該運算裝置46所得之該距離數值與該內部結構資訊等訊息的該等鑽石5,在該轉盤42的傳送下,再配合該撥動器451之撥 動,以使該等鑽石5依等級分別落入該等集收盒452內集收,如此即完成該鑽石5自動檢測的流程。 Continuing with the above, the modeling and analysis step 33 is to transmit the images obtained by the first image acquisition unit 441 and the second image acquisition unit 442 to the computing device 46, and use the computing device 46 to analyze the high-frequency image photos, in addition to obtaining the internal structure information of the diamond 5, and integrating and modeling the photos after quantitative analysis to construct the appearance of the diamond 5 and output it. At the same time, the appearance of the diamond 5 is connected with a plurality of critical lines, and the computing device 46 calculates the overall shape of each part of the diamond 5 for any two critical lines. The distance values of the diamonds 5, such as the table width, girdle width, height, crown height, pavilion depth, girdle thickness and bottom tip width, are analyzed and processed together with the stored verification specification data, and the data of the calculation result is displayed through the display screen 463, as shown in FIG4; as for the sorting step 34, the distance values and the internal structure information obtained by the calculation device 46 are transmitted by the turntable 42, and then the turner 451 is turned to make the diamonds 5 fall into the collection boxes 452 according to their grades, so as to complete the process of automatic detection of the diamonds 5.
是以,本發明利用該寶石全自動檢測方法之一連貫程序來對待測之鑽石5進行全自動檢測,除了操作方便與大幅提升檢測速率外,更能於檢測過程中利用取像步驟32與建模分析步驟33中以不同倍率與焦距拍照模式搭配不同頻率之光照所形成的光學檢測模式的控制,再以機器學習模型為運算技術來對該影像擷取器44獲取的高頻影像,進行量化分析後予以整合、建模,以構建出該鑽石5外觀圖型予以輸出的配合,即能使該鑽石5的全程自動的檢測過程中,均能有效提高檢測之速度與準確性外,同時亦能減少人工檢測操作之誤差,以確保高效且一致的檢測品質,大幅提升檢測速率與操作便利,因此無論是應用在該鑽石5之各式的淨度、尺寸等的檢測鑑定上,都能有效提供更準確的檢測精確度與效率。 Therefore, the present invention utilizes a continuous procedure of the gemstone automatic detection method to perform automatic detection on the diamond 5 to be tested. In addition to being easy to operate and greatly improving the detection rate, it can also utilize the control of the optical detection mode formed by using different magnifications and focal lengths in the image acquisition step 32 and the modeling analysis step 33 to form different frequencies of light illumination, and then use the machine learning model as the calculation technology to quantitatively analyze the high-frequency image obtained by the image capture device 44. Integrate and model the diamond 5 to output the appearance of the diamond 5, which can effectively improve the speed and accuracy of the detection during the whole automatic detection process of the diamond 5, and reduce the error of manual detection operation to ensure efficient and consistent detection quality, greatly improve the detection speed and operation convenience, so whether it is applied to the detection and identification of various types of cleanliness, size, etc. of the diamond 5, it can effectively provide more accurate detection accuracy and efficiency.
歸納前述,本發明寶石全自動檢測方法係利用輸送步驟、取像步驟、建模分析步驟及分選步驟等一連貫程序來對待測之寶石進行全自動檢測,使該寶石於一檢測設備上進行檢測,藉由該檢測設備之轉盤的傳送,使影像擷取器在光源產生不同頻率之光線的配合投射下,係以不同倍率與焦距方式,來對該寶石由外到內進行複數張高頻影像之照片拍攝,再利用運算裝置對前述所得之高頻影像之該照片予以分析,除可獲得該寶石之內部結構資訊,並且針對該等照片通過量化分析後予以整合、建模,以構建出該寶石外觀圖型予以輸出,最後在該分選步驟中將該等寶石依等級予以集收;是以,全自動的檢測過程中利用光學檢測 與該運算裝置的運算技術,除操作方便與大幅提升檢測速率外,並且大大提高檢測的準確性,有效減少人工操作主觀性與錯誤。 To summarize the above, the fully automatic gemstone inspection method of the present invention utilizes a continuous process of a conveying step, an imaging step, a modeling and analysis step, and a sorting step to fully automatically inspect the gemstone to be inspected. The gemstone is inspected on an inspection device. The image capture device is used to capture multiple high-frequency images of the gemstone from the outside to the inside in different magnifications and focal lengths under the transmission of the turntable of the inspection device. The image capture device is used to capture multiple high-frequency images of the gemstone from the outside to the inside in a coordinated manner under the projection of light of different frequencies generated by the light source. The computing device is then used to perform the above-mentioned The high-frequency image of the photo is analyzed to obtain the internal structure information of the gemstone. The photos are then integrated and modeled after quantitative analysis to construct the appearance of the gemstone for output. Finally, the gemstones are collected according to their grades in the sorting step. Therefore, the optical detection and the computing technology of the computing device are used in the fully automatic detection process. In addition to being easy to operate and greatly improving the detection rate, the accuracy of the detection is greatly improved, effectively reducing the subjectivity and errors of manual operation.
惟以上所述者,僅為說明本發明之較佳實施例而已,當不能以此限定本發明實施之範圍,即大凡依本發明申請專利範圍及發明說明書內容所作之簡單的等效變化與修飾,皆應仍屬本發明專利涵蓋之範圍內。 However, the above is only to illustrate the preferred embodiment of the present invention, and should not be used to limit the scope of implementation of the present invention. In other words, all simple equivalent changes and modifications made according to the scope of the patent application of the present invention and the content of the invention specification should still fall within the scope of the present invention patent.
(本發明) (The present invention)
3:寶石全自動檢測方法 3: Gemstone automatic detection method
31:輸送步驟 31: Transport step
32:取像步驟 32: Imaging steps
33:建模分析步驟 33: Modeling and analysis steps
34:分選步驟 34: Sorting steps
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| TW202311730A (en) * | 2021-09-10 | 2023-03-16 | 蔡禾順 | Gemstone analysis device, gemstone transaction system, and gemstone analysis method |
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| TW201538953A (en) * | 2007-11-15 | 2015-10-16 | Xtralis Technologies Ltd | Technique for measuring beam alignment in an active video smoke detection (AVSD) system |
| TW202311730A (en) * | 2021-09-10 | 2023-03-16 | 蔡禾順 | Gemstone analysis device, gemstone transaction system, and gemstone analysis method |
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