TWI880360B - Laser sensing device and calibration method thereof - Google Patents
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本發明是有關於雷射感測,且特別是指一種雷射感測裝置及其校正方法。 The present invention relates to laser sensing, and in particular to a laser sensing device and a calibration method thereof.
雷射三角線掃描儀常被用來掃描表面具有深度變化的目標物,透過線掃描,可迅速擷取到目標物的三維結構。但在雷射三角線掃描儀內感測器之鏡頭的結構中,目標物與雷射三角線掃描儀之間的距離改變時,掃描之影像在橫向方向的解析度會不同,使得在二維平面尺寸比例產生形變。 Laser triangulation scanners are often used to scan targets with varying depths on their surfaces. Through line scanning, the three-dimensional structure of the target can be quickly captured. However, in the structure of the sensor lens in the laser triangulation scanner, when the distance between the target and the laser triangulation scanner changes, the resolution of the scanned image in the horizontal direction will be different, causing deformation of the two-dimensional plane size ratio.
目前為解決此問題,需使用精密校正運算,首先計算在不同深度距離時所分別對應的解析度,接著計算原始掃描之影像在每個深度距離所需進行轉換的比例,運算過程複雜且耗時。 Currently, to solve this problem, precise calibration calculations are required. First, the resolutions corresponding to different depths are calculated, and then the ratio of the original scanned image that needs to be converted at each depth is calculated. The calculation process is complex and time-consuming.
本發明是在於提供一種雷射感測裝置及其校正方 法,其透過由雷射感測裝置掃描目標物時,得到目標物相對於雷射感測裝置的參考物距,再依據雷射感測裝置的最近視野、最遠視野、景深等基本參數,以及目標物在最近視野或最遠視野被擷取之影像的目標物影像長寬比和目標物的實體長寬比來縮放調整影像的橫向長度比例,即可校正在此參考物距之橫向方向產生形變的影像,簡化目前藉由運算空間絕對距離數值之精密校正的繁瑣運算過程。本發明之校正方法更易於導入雷射感測裝置使用且此雷射感測裝置更易於維護。 The present invention provides a laser sensing device and a calibration method thereof. When the laser sensing device scans the target, the reference object distance of the target relative to the laser sensing device is obtained. Then, according to the basic parameters of the laser sensing device such as the nearest field of view, the farthest field of view, the depth of field, and the target image aspect ratio of the image captured in the nearest field of view or the farthest field of view and the physical aspect ratio of the target, the horizontal length ratio of the image is scaled and adjusted. The image deformed in the horizontal direction of the reference object distance can be corrected, simplifying the current cumbersome calculation process of precise calibration by calculating the absolute distance value in space. The calibration method of the present invention is easier to introduce into the laser sensing device and the laser sensing device is easier to maintain.
本發明之一態樣是在提供一種雷射感測裝置,其包含雷射源、影像感測器以及處理器。雷射源配置為朝向目標物發射線雷射光,並沿著第一方向移動。影像感測器配置為朝向目標物所在之空間區域擷取物件影像。處理器配置為進行下列操作:由物件影像計算出目標物相對於影像感測器的參考物距;依據參考物距及影像感測器的最近視野、最遠視野和景深計算出參考平面視野;以及依據基準視野、參考平面視野、目標物在基準視野對應之基準影像的目標物影像長寬比,以及目標物的實體長寬比來縮放調整物件影像在垂直第一方向之第二方向上的長度,其中目標物影像長寬比實質等於基準影像在第二方向的長度與第一方向的長度之比,實體長寬比實質等於目標物的實體在第二方向的長度與第一方向的長度之比。 One aspect of the present invention is to provide a laser sensing device, which includes a laser source, an image sensor and a processor. The laser source is configured to emit laser light toward a target object and move along a first direction. The image sensor is configured to capture an object image toward a spatial region where the target object is located. The processor is configured to perform the following operations: calculate the reference object distance of the target object relative to the image sensor from the object image; calculate the reference plane view according to the reference object distance and the nearest view, the farthest view and the depth of field of the image sensor; and scale and adjust the length of the object image in a second direction perpendicular to the first direction according to the reference view, the reference plane view, the target image aspect ratio of the reference image corresponding to the reference view, and the physical aspect ratio of the target object, wherein the target image aspect ratio is substantially equal to the ratio of the length of the reference image in the second direction to the length of the first direction, and the physical aspect ratio is substantially equal to the ratio of the length of the physical body of the target object in the second direction to the length of the first direction.
依據本發明的一實施例,在基準視野為最近視野時,處理器縮放調整物件影像在第二方向的長度之比例 R=(FOV(z1)/FOV(d1))(Do/Dd1);其中、FOV(z1)、FOV(d1)、Do以及Dd1分別代表參考平面視野、最近視野、實體長寬比以及基準視野為最近視野時所對應之基準影像的目標物影像長寬比。 According to an embodiment of the present invention, when the reference field of view is the closest field of view, the processor scales and adjusts the length ratio of the object image in the second direction by R=(FOV(z 1 )/FOV(d 1 ))(D o /D d1 ); wherein FOV(z 1 ), FOV(d 1 ), D o and D d1 respectively represent the reference plane field of view, the closest field of view, the entity aspect ratio and the target object image aspect ratio of the reference image corresponding to the reference image when the reference field of view is the closest field of view.
依據本發明的一實施例,在基準視野為最遠視野時,處理器縮放調整物件影像在第二方向的長度之比例R=(FOV(z1)/FOV(d2))(Do/Dd2);其中FOV(z1)、FOV(d2)、Do以及Dd2分別代表參考平面視野、最遠視野、實體長寬比以及目標物在最遠視野對應之基準影像的目標物影像長寬比。 According to an embodiment of the present invention, when the reference field of view is the farthest field of view, the processor scales and adjusts the length ratio of the object image in the second direction by R=(FOV(z 1 )/FOV(d 2 ))(D o /D d2 ); wherein FOV(z 1 ), FOV(d 2 ), D o and D d2 respectively represent the reference plane field of view, the farthest field of view, the entity aspect ratio and the target image aspect ratio of the reference image corresponding to the farthest field of view.
依據本發明的一實施例,處理器計算參考物距包含:擷取物件影像所對應的多個深度值;以及從此些深度值中選出對應至最多數量的深度值做為參考物距。 According to an embodiment of the present invention, the processor calculates the reference object distance by: capturing multiple depth values corresponding to the object image; and selecting the depth value corresponding to the largest number from these depth values as the reference object distance.
依據本發明的一實施例,處理器從此些深度值中選出對應至最多數量的深度值包含:將此些深度值代入高斯模型或高斯混合模型運算,以得到參考物距。 According to an embodiment of the present invention, the processor selects the depth value corresponding to the largest number from these depth values, including: substituting these depth values into a Gaussian model or a Gaussian mixture model to calculate and obtain a reference object distance.
依據本發明的一實施例,處理器計算出的參考平面視野;其中z1、FOV(d1)、FOV(d2)以及r分別代表參考物距、最近視野、最遠視野以及景深。 According to one embodiment of the present invention, the reference plane field of view calculated by the processor ; wherein z 1 , FOV(d 1 ), FOV(d 2 ) and r represent the reference object distance, the closest field of view, the farthest field of view and the depth of field respectively.
本發明之另一態樣是在提供一種雷射感測裝置的校正方法,其包含:利用雷射感測裝置朝向目標物發射線雷射光,並沿著第一方向移動,且擷取目標物所在之空間區域的物件影像;由物件影像計算出目標物相對於雷射感 測裝置的參考物距;依據參考物距及雷射感測裝置的最近視野、最遠視野和景深計算出參考平面視野;以及依據基準視野、參考平面視野、目標物在基準視野對應之基準影像的目標物影像長寬比,以及目標物的實體長寬比來縮放調整物件影像在垂直第一方向之第二方向上的長度,其中目標物影像長寬比實質等於基準影像在第二方向的長度與第一方向的長度之比,實體長寬比實質等於目標物的實體在第二方向的長度與第一方向的長度之比。 Another aspect of the present invention is to provide a calibration method for a laser sensing device, which comprises: using the laser sensing device to emit a laser beam toward a target object, and moving along a first direction, and capturing an object image of a spatial region where the target object is located; calculating a reference object distance of the target object relative to the laser sensing device from the object image; calculating a reference plane field of view based on the reference object distance and the nearest field of view, the farthest field of view, and the depth of field of the laser sensing device; and calculating a reference plane field of view based on the reference object distance and the nearest field of view, the farthest field of view, and the depth of field of the laser sensing device. The length of the object image in the second direction perpendicular to the first direction is scaled and adjusted according to the reference field of view, the reference plane field of view, the target image aspect ratio of the reference image corresponding to the reference field of view, and the physical aspect ratio of the target, wherein the target image aspect ratio is substantially equal to the ratio of the length of the reference image in the second direction to the length in the first direction, and the physical aspect ratio is substantially equal to the ratio of the length of the entity of the target in the second direction to the length in the first direction.
依據本發明的一實施例,在基準視野為最近視野時,更包含:縮放調整物件影像在第二方向的長度之比例R=(FOV(z1)/FOV(d1))(Do/Dd1);其中FOV(z1)、FOV(d1)、Do以及Dd1分別代表參考平面視野、最近視野、實體長寬比以及目標物在最近視野對應之基準影像的目標物影像長寬比。 According to an embodiment of the present invention, when the reference field of view is the closest field of view, it further includes: scaling and adjusting the length ratio of the object image in the second direction R=(FOV(z 1 )/FOV(d 1 ))(D o /D d1 ); wherein FOV(z 1 ), FOV(d 1 ), D o and D d1 respectively represent the reference plane field of view, the closest field of view, the entity aspect ratio and the target image aspect ratio of the reference image corresponding to the target object in the closest field of view.
依據本發明的一實施例,在基準視野為最遠視野時,更包含:縮放調整物件影像在第二方向的長度之比例R=(FOV(z1)/FOV(d2))(Do/Dd2);其中FOV(z1)、FOV(d2)、Do以及Dd2分別代表參考平面視野、最遠視野、實體長寬比以及目標物在最遠視野對應之基準影像的目標物影像長寬比。 According to an embodiment of the present invention, when the reference field of view is the farthest field of view, it further includes: scaling and adjusting the length ratio of the object image in the second direction R=(FOV(z 1 )/FOV(d 2 ))(D o /D d2 ); wherein FOV(z 1 ), FOV(d 2 ), D o and D d2 respectively represent the reference plane field of view, the farthest field of view, the entity aspect ratio and the target image aspect ratio of the reference image corresponding to the farthest field of view.
依據本發明的一實施例,計算出的參考平面視野;其中z1、FOV(d1)、FOV(d2)以及r分別代表參考物距、最近視野、最遠視野以及景深。 According to one embodiment of the present invention, the calculated reference plane view ; wherein z 1 , FOV(d 1 ), FOV(d 2 ) and r represent the reference object distance, the closest field of view, the farthest field of view and the depth of field respectively.
100:雷射感測裝置 100: Laser sensor device
110:雷射源 110: Laser source
120:影像感測器 120: Image sensor
130:處理器 130: Processor
200:目標物 200: Target
300:雷射感測裝置的校正方法 300: Calibration method of laser sensing device
FOV(d1):最近視野 FOV(d 1 ): closest field of view
FOV(d2):最遠視野 FOV(d 2 ): Maximum field of view
lcx:長度 l cx : length
lfx:長度 l fx :length
lox:長度 l ox : length
lcy:長度 l cy : length
lfy:長度 l fy : length
loy:長度 l oy : length
r:景深 r: Depth of field
S310,S320,S330:步驟 S310, S320, S330: Steps
z1:參考物距 z 1 : reference object distance
為了更完整了解實施例及其優點,現參照結合所附圖式所做之下列描述,其中:圖1為依據本發明實施例之雷射感測裝置掃描目標物的示意圖;圖2為依據本發明實施例之雷射感測裝置的影像感測器之鏡頭的景深及視野範圍的示意圖;圖3為目標物的平面俯視圖;圖4為影像感測器在最近視野範圍所擷取的目標物之物件影像的示意圖;圖5為影像感測器在最遠視野範圍所擷取的目標物之物件影像的示意圖;圖6為依據本發明實施例之雷射感測裝置的校正方法的流程示意圖;以及圖7為物件影像所對應的多個深度值與此些深度值所分別對應的數量的示意圖。 In order to more fully understand the embodiments and their advantages, reference is now made to the following description in conjunction with the attached figures, wherein: FIG. 1 is a schematic diagram of a laser sensing device scanning a target according to an embodiment of the present invention; FIG. 2 is a schematic diagram of the depth of field and the field of view of the lens of the image sensor of the laser sensing device according to an embodiment of the present invention; FIG. 3 is a plan view of the target; FIG. 4 is a schematic diagram of an object image of the target captured by the image sensor in the nearest field of view; FIG. 5 is a schematic diagram of an object image of the target captured by the image sensor in the farthest field of view; FIG. 6 is a schematic diagram of the process of the calibration method of the laser sensing device according to an embodiment of the present invention; and FIG. 7 is a schematic diagram of multiple depth values corresponding to the object image and the quantities corresponding to these depth values.
以下仔細討論本發明的實施例。然而,可以理解的是,實施例提供許多可應用的概念,其可實施於各式各樣的特定內容中。所討論、揭示之實施例僅供說明,並非用以限定本發明之範圍。 The following is a detailed discussion of embodiments of the present invention. However, it is understood that the embodiments provide many applicable concepts that can be implemented in a variety of specific contexts. The embodiments discussed and disclosed are for illustrative purposes only and are not intended to limit the scope of the present invention.
圖1為依據本發明實施例之雷射感測裝置100的示意圖。雷射感測裝置100用於掃描表面具有深度變化的
目標物200,其包含雷射源110、影像感測器120和處理器130。
FIG1 is a schematic diagram of a
如圖1所示,雷射源110配置為朝向目標物200發射線雷射光,並沿著方向Y移動,以使線雷射光完整掃過目標物200,其中線雷射光為沿著垂直於方向Y之方向X延伸。雷射感測裝置100還可包含移動機構(圖未示);藉由移動機構帶動雷射源110和影像感測器120,雷射源110和影像感測器120得以沿著方向Y對目標物200進行雷射感測。在一些實施例中,目標物200可放置於移動平台上;藉由移動平台帶動目標物200沿著相反於方向Y的方向移動,雷射源110和影像感測器120亦得以沿著方向Y對目標物200進行雷射感測。
As shown in FIG. 1 , the
影像感測器120配置為朝向目標物200所在之空間區域擷取物件影像,其中物件影像為影像感測器120在線雷射光完整掃過目標物200後所擷取到的影像。影像感測器120包含鏡頭和感光元件(圖未示),其中鏡頭用以聚集光線至感光元件,而感光元件用以感測且接收從目標物200反射且經由鏡頭聚集的線雷射光,進而產生影像。感光元件可以是電荷耦合元件(Charge Coupled Device,CCD)、互補式金屬氧化物半導體(Complementary Metal-Oxide Semiconductor,CMOS)元件或是其他感光元件。
The
處理器130電性連接雷射源110和影像感測器120。處理器130可控制雷射源110對目標物200投射
線雷射光,以及接收從影像感測器120傳來之物件影像,進而從物件影像計算出目標物200的三維結構資訊,其中三維結構資訊包含二維尺寸資訊及深度資訊。
The
圖2為依據本發明實施例之雷射感測裝置100的影像感測器120之鏡頭的景深r及視野範圍的示意圖。影像感測器120之鏡頭的景深r所對應的最近視野FOV(d1)及最遠視野FOV(d2)的範圍呈梯形狀。如圖1和圖2所示,若目標物200與鏡頭的距離(深度)(在方向Z)在景深r的範圍內,從目標物200反射之線雷射光皆能被鏡頭聚集至感光元件而成像。然而,隨著目標物200與鏡頭的距離改變時,影像感測器120擷取之物件影像在方向X的解析度也會跟著改變而產生形變。
FIG2 is a schematic diagram of the depth of field r and the field of view of the lens of the
圖3為目標物200的平面俯視圖,且圖4和圖5分別為影像感測器120在最近視野FOV(d1)和最遠視野FOV(d2)範圍所擷取的目標物200之物件影像的示意圖。在最近視野FOV(d1)範圍時,物件影像在方向X的長度lcx(最近視野之物件影像在方向X的長度)長於目標物200在方向X的長度lox(目標物在方向X的長度),且物件影像在方向Y的長度lcy(最近視野之物件影像在方向Y的長度)相等於目標物200在方向Y的長度loy(目標物在方向Y的長度);在最遠視野FOV(d2)範圍時,物件影像在方向X的長度lfx(最遠視野之物件影像在方向X的長度)短於目標物200在方向X的長度lox,且物件影像在方向Y的長度lfy(最遠視野之物件影像在方向Y
的長度)相等於目標物200在方向Y的長度loy。因此,物件影像在方向X的長度會隨著目標物200與鏡頭的距離不同而產生不同比例的形變。
FIG. 3 is a plan view of the
圖6為依據本發明實施例之雷射感測裝置的校正方法300的流程示意圖。以下有關雷射感測裝置的校正方法300可經由雷射感測裝置100內的處理器130執行,但所屬技術領域中具有通常知識者亦可依據以下說明,使用其他處理器來執行雷射感測裝置的校正方法300。首先,在步驟S310中,由物件影像計算出目標物200相對於雷射感測裝置100的影像感測器120的參考物距z1。
FIG6 is a flowchart of a laser sensing
圖7為物件影像所對應的多個深度值(距離)與此些深度值所分別對應的數量的示意圖。進一步地,在步驟S310中,可先擷取物件影像所對應的多個深度值。亦即,擷取完整掃過目標物200之物件影像的此些深度值。接著,從此些深度值中選出對應至最多數量的深度值做為參考物距z1。也就是,從物件影像的此些深度值的集中度來判斷目標物200與影像感測器120之間的距離,從而找出參考物距z1。舉例來說,可將物件影像的此些深度值代入高斯模型(Gaussian Model)或高斯混合模型(Gaussian Mixture Model)運算,以利用高斯模型或高斯混合模型找到統計直方圖的最大值,而得到參考物距z1。如圖7所示,物件影像所對應的此些深度值呈現高斯分布,參考物距z1為高斯分布的高點,即為此些深度值中對應數量最多的深度值。
FIG. 7 is a schematic diagram of multiple depth values (distances) corresponding to an object image and the quantities corresponding to these depth values. Further, in step S310, multiple depth values corresponding to the object image may be captured first. That is, these depth values of the object image that completely scans the
配合參考圖2,接著,在步驟S320中,依據參考物距z1及影像感測器120的最近視野FOV(d1)、最遠視野FOV(d2)和景深r計算出參考物距z1所對應的參考平面視野FOV(z1)。參考平面視野的公式如下所示:
在步驟S330中,依據基準視野、參考平面視野FOV(z1)、目標物200在基準視野對應之基準影像的目標物影像長寬比,以及目標物200的實體長寬比來縮放調整物件影像在方向X上的長度,其中基準視野為最近視野FOV(d1)或最遠視野FOV(d2),基準影像為影像感測器120在基準視野時所擷取目標物200的影像,目標物影像長寬比實質等於基準影像在方向X的長度與方向Y的長度之比,且實體長寬比實質等於目標物200的實體在方向X的長度與方向Y的長度之比。
In step S330, the length of the object image in the direction X is scaled and adjusted according to the reference field of view, the reference plane field of view FOV (z 1 ), the target image aspect ratio of the reference image corresponding to the
舉例來說,在基準視野為最近視野FOV(d1)時,處理器130縮放調整物件影像在方向X的長度之比例的公式如下所示:R=(FOV(z1)/FOV(d1))(Do/Dd1),其中,R、Do以及Dd1分別代表比例、實體長寬比以及基準視野為最近視野時所對應之基準影像的目標物影像長寬比。
For example, when the reference field of view is the closest field of view FOV( d1 ), the
因此,利用參考平面視野FOV(z1)與基準視野(最近視野FOV(d1))的比值以及實體長寬比Do與目標物影像長寬比Dd1(最近視野FOV(d1)時的目標物影像長寬比Dd1)的比值縮放調整物件影像在方向X的長度,可將物件影像在二維尺寸調整至與目標物200的實體一樣的比例。
Therefore, by scaling and adjusting the length of the object image in the direction X using the ratio of the reference plane field of view FOV (z 1 ) to the benchmark field of view (closest field of view FOV (d 1 )) and the ratio of the entity aspect ratio Do to the target image aspect ratio D d1 (target image aspect ratio D d1 at the closest field of view FOV (d 1 )), the object image can be adjusted in two-dimensional size to the same ratio as the entity of the
例如,在圖3中,目標物顯示「ABC」實體長寬比Do(長度lox/長度loy)為3/1。在圖4中,最近視野FOV(d1)時所對應之基準影像「ABC」的目標物影像長寬比Dd1(長度lcx/長度lcy)為6/1。將最近視野FOV(d1)所對應之基準影像的目標物影像長寬比Dd1調整至與實體長寬比Do一致時需縮小兩倍。 For example, in Figure 3, the physical aspect ratio Do (length l ox /length l oy ) of the target display "ABC" is 3/1. In Figure 4, the target image aspect ratio D d1 (length l cx /length l cy ) of the reference image "ABC" corresponding to the closest field of view FOV (d 1 ) is 6/1. To adjust the target image aspect ratio D d1 of the reference image corresponding to the closest field of view FOV (d 1 ) to be consistent with the physical aspect ratio Do, it needs to be reduced by two times.
在基準視野為最遠視野FOV(d2)時,處理器130縮放調整物件影像在方向X的長度之比例的公式如下所示:R=(FOV(z1)/FOV(d2))(Do/Dd2),其中,Dd2代表基準視野為最遠視野時所對應之基準影像的目標物影像長寬比。
When the reference field of view is the farthest field of view FOV( d2 ), the
類似於上述說明,利用參考平面視野FOV(z1)與基準視野(最遠視野FOV(d2))的比值以及實體長寬比Do與目標物影像長寬比Dd2(最遠視野FOV(d2)時的目標物影像長寬比Dd2)的比值縮放調整物件影像在方向X的長度,可將物件影像在二維尺寸調整至與目標物200的實體一樣的比例。
Similar to the above description, the length of the object image in the direction X is scaled and adjusted using the ratio of the reference plane field of view FOV (z 1 ) to the benchmark field of view (the farthest field of view FOV (d 2 )) and the ratio of the entity aspect ratio Do to the target image aspect ratio D d2 (the target image aspect ratio D d2 at the farthest field of view FOV (d 2 )). The object image can be adjusted in two-dimensional size to the same ratio as the entity of the
例如,在圖5中,最遠視野FOV(d2)時所對應之基準影像「ABC」的目標物影像長寬比Dd2(長度lfx/長度lfy)為1.5/1。將最遠視野FOV(d2)所對應之基準影像的目標物影像長寬比Dd2調整至與實體長寬比Do一致時需放大兩倍。 For example, in FIG5 , the target image aspect ratio D d2 (length l fx /length l fy ) of the reference image "ABC" corresponding to the farthest field of view FOV (d 2 ) is 1.5/1. To adjust the target image aspect ratio D d2 of the reference image corresponding to the farthest field of view FOV (d 2 ) to be consistent with the physical aspect ratio D o , it is necessary to magnify it twice.
需補充說明的是,處理器130擷取之此些深度值,以及計算參考平面視野FOV(z1)、縮放之比例R等,可以位元直接儲存、計算或只計算相對比例,不須先轉換為實際物理值(空間絕對距離)才進行處理,因此,大幅減少處理器130的處理時間。
It should be noted that the depth values captured by the
綜上所述,本發明之雷射感測裝置及雷射感測裝置的校正方法可免去藉由運算空間絕對距離數值之精密校正的繁瑣運算過程,即可校正影像在參考物距時之橫向方向所產生的形變,且更易於維護及導入使用。 In summary, the laser sensing device and the calibration method of the laser sensing device of the present invention can avoid the tedious calculation process of precise calibration by calculating the absolute distance value in space, and can calibrate the deformation of the image in the horizontal direction when referring to the object distance, and is easier to maintain and introduce for use.
雖然本揭露已以實施例揭露如上,然其並非用以限定本揭露,任何所屬技術領域中具有通常知識者,在不脫離本揭露的精神和範圍內,當可作些許的更動與潤飾,故本揭露的保護範圍當視後附的申請專利範圍所界定者為準。 Although the present disclosure has been disclosed as above by way of embodiments, it is not intended to limit the present disclosure. Any person with ordinary knowledge in the relevant technical field may make some changes and modifications within the spirit and scope of the present disclosure. Therefore, the protection scope of the present disclosure shall be subject to the scope defined by the attached patent application.
100:雷射感測裝置 100: Laser sensor device
110:雷射源 110: Laser source
120:影像感測器 120: Image sensor
130:處理器 130: Processor
200:目標物 200: Target
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| CN106471803A (en) * | 2014-12-04 | 2017-03-01 | 深圳市大疆创新科技有限公司 | Imaging system and method |
| TWI660212B (en) * | 2014-07-28 | 2019-05-21 | 以色列商奧寶科技股份有限公司 | Auto-focus system |
| CN113870336A (en) * | 2021-09-26 | 2021-12-31 | 深圳市银星智能科技股份有限公司 | Distance determination method and device, intelligent equipment and storage medium |
| TWI758368B (en) * | 2016-12-07 | 2022-03-21 | 美商麥吉克艾公司 | Distance sensor including adjustable focus imaging sensor |
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| TWI660212B (en) * | 2014-07-28 | 2019-05-21 | 以色列商奧寶科技股份有限公司 | Auto-focus system |
| CN106471803A (en) * | 2014-12-04 | 2017-03-01 | 深圳市大疆创新科技有限公司 | Imaging system and method |
| TWI758368B (en) * | 2016-12-07 | 2022-03-21 | 美商麥吉克艾公司 | Distance sensor including adjustable focus imaging sensor |
| CN113870336A (en) * | 2021-09-26 | 2021-12-31 | 深圳市银星智能科技股份有限公司 | Distance determination method and device, intelligent equipment and storage medium |
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