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CN114295076B - Measuring method for solving shadow measuring problem of tiny object based on structured light - Google Patents

Measuring method for solving shadow measuring problem of tiny object based on structured light Download PDF

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CN114295076B
CN114295076B CN202210003863.9A CN202210003863A CN114295076B CN 114295076 B CN114295076 B CN 114295076B CN 202210003863 A CN202210003863 A CN 202210003863A CN 114295076 B CN114295076 B CN 114295076B
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CN114295076A (en
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伏燕军
桂程
钟汇凯
周鹏许
钟声
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Nanchang Hangkong University
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Abstract

The invention discloses a measuring method for solving the problem of shadow measurement of a tiny object based on structured light, which comprises the steps of firstly, using two standard projectors with telecentric lenses to respectively project blue monochromatic stripes and red monochromatic stripes onto the object to be measured from left and right directions at the same time; then capturing superimposed red and blue stripes with measured object information by using a color camera, and carrying out three-way separation on the acquired picture to obtain information of a red channel and a blue channel; and then, obtaining three-dimensional point cloud data of the separated red and blue channel information through a phase shift method and a multi-frequency heterodyne method, generating information required by mask screening, and finally fusing the obtained two point clouds of the red and blue channels so as to solve the problem of inherent shadow in the measurement of the tiny object. The method for simultaneously measuring the three-dimensional micro object by utilizing the red and blue channels can solve the problem of shadow which is difficult to avoid during the measurement of the three-dimensional micro object, and has great value in the field of high-precision and high-dynamic three-dimensional micro object measurement.

Description

一种解决基于结构光的微小物体测量阴影问题的测量方法A measurement method to solve the shadow problem of small object measurement based on structured light

技术领域Technical field

本发明涉及一种光学三维测量系统阴影解决方法,属于光电检测技术领域,具体涉及一种解决基于结构光的微小物体测量阴影问题的测量方法。The invention relates to a method for solving the shadow of an optical three-dimensional measurement system, which belongs to the field of photoelectric detection technology, and specifically relates to a measurement method that solves the problem of shadow measurement of small objects based on structured light.

背景技术Background technique

基于结构光系统的三维重建方法日益成熟,相较于传统的基于影像的摄影测量或多视几何的方法,它更加简单快速、可靠性高,在高新技术产业(如微电子芯片产业,消费电子连接器产业,光电半导体产业,产业电路板产业,小型医用器材,珠宝切割产业等)、城市建筑建模、小型文物重建中得到了广泛的应用。针对结构光投影测量技术中微小物体的精密测量、复杂形貌的测量阴影与测量死角的问题上,本发明在传统的单目视觉测量系统的基础上,通过增加辅助光源的方法扩展成像范围,建立了新型的双投影结构光系统,解决了传统结构光测量系统所面临的阴影问题。基于现有的单投影仪与单相机的基础上再增加一个投影仪来解决阴影问题,一台投影仪投射单色蓝条纹,另外一台投影仪投射单色红条纹。两台投影仪同时投射条纹到物体上,收集到图片之后分离三通道进行点云融合,解决以三角法为基础的系统光学结构其自身的遮挡和阴影问题。The three-dimensional reconstruction method based on structured light systems is becoming increasingly mature. Compared with traditional image-based photogrammetry or multi-view geometry methods, it is simpler, faster, and more reliable. It is widely used in high-tech industries (such as microelectronic chip industry, consumer electronics It has been widely used in the connector industry, optoelectronic semiconductor industry, industrial circuit board industry, small medical equipment, jewelry cutting industry, etc.), urban building modeling, and reconstruction of small cultural relics. Aiming at the problems of precise measurement of small objects, measurement shadows of complex shapes and measurement dead spots in structured light projection measurement technology, the present invention expands the imaging range by adding an auxiliary light source based on the traditional monocular vision measurement system. A new dual-projection structured light system was established to solve the shadow problem faced by traditional structured light measurement systems. Based on the existing single projector and single camera, another projector is added to solve the shadow problem. One projector projects a monochromatic blue stripe, and the other projector projects a monochromatic red stripe. Two projectors project stripes onto the object at the same time. After collecting the images, three channels are separated for point cloud fusion to solve the occlusion and shadow problems of the system's optical structure based on the triangulation method.

发明内容Contents of the invention

本发明的目的在于提出一种解决基于结构光的微小物体测量阴影问题的测量方法,本发明利用红蓝两个通道同时测量的方法能够解决三维微小物体测量时难以规避的阴影问题,并且相较于传统的双投影仪系统,该方法具有更高的测量效率和测量速度,在高精度、高动态三维微小物体测量领域具有巨大的价值;The purpose of the present invention is to propose a measurement method that solves the shadow problem of measuring small objects based on structured light. The present invention uses a method of simultaneous measurement of red and blue channels to solve the shadow problem that is difficult to avoid when measuring three-dimensional small objects, and compared with Compared with the traditional dual-projector system, this method has higher measurement efficiency and measurement speed, and is of great value in the field of high-precision, high-dynamic three-dimensional micro-object measurement;

为了实现上述目的,本发明采用了以下技术方案:一种解决基于结构光的微小物体测量阴影问题的测量方法,该方法包括下列步骤:In order to achieve the above object, the present invention adopts the following technical solution: a measurement method to solve the problem of shadow measurement of small objects based on structured light. The method includes the following steps:

步骤一、搭建系统:该系统包括计算机、两个装有远心镜头的DLP投影仪、装有远心镜头的CCD彩色相机、参考平面和支架,DLP投影仪和CCD彩色相分别通过数据线连接计算机,被测物体放在参考平面上,计算机内包含图像采集卡、投影软件和测量软件,将装有远心镜头的CCD彩色相机固定在可以上下垂直移动的支架上,并且将两个装有远心镜头的DLP投影仪置于被测物体两侧,之后并对整个系统进行标定;Step 1. Build the system: The system includes a computer, two DLP projectors equipped with telecentric lenses, a CCD color camera equipped with telecentric lenses, a reference plane and a bracket. The DLP projectors and CCD color cameras are connected through data lines respectively. Computer, the measured object is placed on the reference plane. The computer contains an image acquisition card, projection software and measurement software. The CCD color camera equipped with a telecentric lens is fixed on a bracket that can move vertically up and down, and two equipped with DLP projectors with telecentric lenses are placed on both sides of the object being measured, and then the entire system is calibrated;

步骤二、采集图片与分离信息:两个DLP投影仪同时分别投射红色横条纹与蓝色横条纹到被测物体上,然后利用CCD彩色相机采集图片;将采集到的图片进行红绿蓝三通道分离,可以得到三个通道的物体信息,保留红、蓝两通道的信息,舍弃绿通道的信息;Step 2. Collect pictures and separate information: Two DLP projectors simultaneously project red horizontal stripes and blue horizontal stripes onto the object being measured, and then use a CCD color camera to collect pictures; conduct red, green, and blue channels on the collected pictures. By separation, the object information of three channels can be obtained, retaining the information of the red and blue channels, and discarding the information of the green channel;

步骤三、获取点云:对步骤二得到的红、蓝通道信息通过相移法与多频外差法获得它们的三维点云数据;Step 3. Obtain the point cloud: Obtain the three-dimensional point cloud data of the red and blue channel information obtained in step 2 through the phase shift method and the multi-frequency heterodyne method;

步骤四、点云融合:对步骤三得到的红、蓝通道三维点云进行融合,通过检索分离出来的红通道图片的灰度值,标记灰度值大于或等于255的像素将其设为0,其他区域设为1,生成掩膜,利用该掩膜对得到的红、蓝通道三维点云进行处理,保留无阴影的完好区域,两个点云融合,得到一个无阴影的三维物体点云轮廓,从而得到被测物体完整的三维形貌。Step 4. Point cloud fusion: Fusion of the red and blue channel three-dimensional point clouds obtained in step 3, by retrieving the gray value of the separated red channel image, marking pixels with a gray value greater than or equal to 255 and setting them to 0 , set other areas to 1, generate a mask, use this mask to process the obtained three-dimensional point cloud of red and blue channels, retain the intact area without shadow, fuse the two point clouds, and obtain a three-dimensional object point cloud without shadow Contour, thereby obtaining the complete three-dimensional shape of the measured object.

一种解决基于结构光的微小物体测量阴影问题的测量方法,包括以下步骤:A measurement method to solve the problem of shadow measurement of small objects based on structured light, including the following steps:

步骤一、搭建系统:该系统包括计算机、两个装有远心镜头的DLP投影仪、装有远心镜头的CCD彩色相机、参考平面和支架,DLP投影仪和CCD彩色相分别通过数据线连接计算机,被测物体放在参考平面上,计算机内包含图像采集卡、投影软件和测量软件,将装有远心镜头的CCD彩色相机固定在可以上下垂直移动的支架上,并且将两个装有远心镜头的DLP投影仪置于被测物体两侧,之后并对整个系统进行标定;Step 1. Build the system: The system includes a computer, two DLP projectors equipped with telecentric lenses, a CCD color camera equipped with telecentric lenses, a reference plane and a bracket. The DLP projectors and CCD color cameras are connected through data lines respectively. Computer, the measured object is placed on the reference plane. The computer contains an image acquisition card, projection software and measurement software. The CCD color camera equipped with a telecentric lens is fixed on a bracket that can move vertically up and down, and two equipped with DLP projectors with telecentric lenses are placed on both sides of the object being measured, and then the entire system is calibrated;

步骤二、采集图片与分离信息:两个DLP投影仪同时分别投射红色横条纹与蓝色横条纹到被测物体上,然后利用CCD彩色相机采集图片;将采集到的图片进行红绿蓝三通道分离,可以得到三个通道的物体信息,保留红、蓝两通道的信息,舍弃绿通道的信息;Step 2. Collect pictures and separate information: Two DLP projectors simultaneously project red horizontal stripes and blue horizontal stripes onto the object being measured, and then use a CCD color camera to collect pictures; conduct red, green, and blue channels on the collected pictures. By separation, the object information of three channels can be obtained, retaining the information of the red and blue channels, and discarding the information of the green channel;

步骤三、获取点云:对步骤二得到的红、蓝通道信息通过相移法与多频外差法获得它们的三维点云数据;Step 3. Obtain the point cloud: Obtain the three-dimensional point cloud data of the red and blue channel information obtained in step 2 through the phase shift method and the multi-frequency heterodyne method;

步骤四、点云融合:对步骤三得到的红、蓝通道三维点云进行融合,通过检索分离出来的红通道图片的灰度值,标记灰度值大于或等于255的像素将其设为0,其他区域设为1,生成掩膜,利用该掩膜对得到的红、蓝通道三维点云进行处理,保留无阴影的完好区域,两个点云融合,得到一个无阴影的三维物体点云轮廓,从而得到被测物体完整的三维形貌。Step 4. Point cloud fusion: Fusion of the red and blue channel three-dimensional point clouds obtained in step 3, by retrieving the gray value of the separated red channel image, marking pixels with a gray value greater than or equal to 255 and setting them to 0 , set other areas to 1, generate a mask, use this mask to process the obtained three-dimensional point cloud of red and blue channels, retain the intact area without shadow, fuse the two point clouds, and obtain a three-dimensional object point cloud without shadow Contour, thereby obtaining the complete three-dimensional shape of the measured object.

本发明的有益效果是:The beneficial effects of the present invention are:

相比于传统的双投影仪测量系统,本发明可以减少一半的图片数量,提高测量效率和测量速度;解决了传统的双投影仪系统光栅分离困难问题;解决了在基于结构光的微小物体测量时的固有阴影问题。Compared with the traditional dual-projector measurement system, the present invention can reduce the number of pictures by half, improve measurement efficiency and measurement speed; solve the problem of difficult grating separation in the traditional dual-projector system; and solve the problem of small object measurement based on structured light. inherent shadowing issues.

附图说明Description of the drawings

图1是本发明的测量系统的示意图;Figure 1 is a schematic diagram of the measurement system of the present invention;

图2是本发明的系统彩色CCD相机采集到的图片;Figure 2 is a picture collected by the color CCD camera of the system of the present invention;

图3是本发明根据采集到的图片生成的掩膜图。Figure 3 is a mask image generated by the present invention based on the collected pictures.

具体实施方式Detailed ways

容易理解,依据本发明的技术方案,在不变更本发明的实质精神的情况下,本领域的一般技术人员可以想象出本发明的多种实施方式。因此,以下具体实施方式和附图仅是对本发明的技术方案的示例性说明,而不应当视为本发明的全部或者视为对本发明技术方案的限制或限定。以下结合附图说明对本发明的实例作进一步详细描述,但本实例并不用于限制本发明,凡是采用本发明的相似结构及其相似变化,均应列入本发明的保护范围。It is easy to understand that according to the technical solutions of the present invention, those of ordinary skill in the art can imagine various implementations of the present invention without changing the essential spirit of the present invention. Therefore, the following specific embodiments and drawings are only illustrative descriptions of the technical solutions of the present invention, and should not be regarded as the entirety of the present invention or as limitations or limitations to the technical solutions of the present invention. Examples of the present invention will be described in further detail below with reference to the accompanying drawings. However, this example is not intended to limit the present invention. Any similar structures and similar changes using the present invention should be included in the protection scope of the present invention.

本发明的一种解决基于结构光的微小物体测量阴影问题的测量方法,步骤如下:A measurement method of the present invention that solves the problem of shadow measurement of small objects based on structured light. The steps are as follows:

1、搭建系统:如图1所示,该系统包括计算机1、装有远心镜头的DLP投影仪2与装有远心镜头的DLP投影仪4、装有远心镜头的CCD彩色相机3、参考平面6和支架,DLP投影仪2、DLP投影仪4和CCD彩色相机3分别通过数据线连接计算机1,被测物体5放在参考平面6上,计算机1内包含图像采集卡、投影软件和测量软件,将装有远心镜头的CCD彩色相机3固定在一个可以上下垂直移动的支架上,并且将两个装有远心镜头的DPL投影仪置于被测物体5两侧,之后并对整个系统进行标定;1. Build the system: As shown in Figure 1, the system includes a computer 1, a DLP projector equipped with a telecentric lens 2 and a DLP projector equipped with a telecentric lens 4, a CCD color camera equipped with a telecentric lens 3. The reference plane 6 and the bracket, the DLP projector 2, the DLP projector 4 and the CCD color camera 3 are connected to the computer 1 through data cables respectively. The measured object 5 is placed on the reference plane 6. The computer 1 contains an image capture card, projection software and Measurement software, fix the CCD color camera 3 equipped with a telecentric lens on a bracket that can move vertically up and down, and place two DPL projectors equipped with telecentric lenses on both sides of the measured object 5, and then measure the The entire system is calibrated;

2、采集图片与分离信息:两个DLP投影仪同时分别投射红色横条纹与蓝色横条纹到被测物体上,然后利用CCD彩色相机采集图片;将采集到的图片进行红绿蓝三通道分离,可以得到三个通道的物体信息,保留红、蓝两通道的信息,舍弃绿通道的信息;设彩色相机捕获的图片为I(x,y),Ir(x,y)为相机捕获图片的红通道信息,Ig(x,y)为相机捕获图片的红通道信息,Ib(x,y)为相机捕获图片的蓝通道信息,它们之间的关系可用式(1)表示:2. Collect pictures and separate information: Two DLP projectors simultaneously project red horizontal stripes and blue horizontal stripes onto the object being measured, and then use a CCD color camera to collect pictures; separate the collected pictures into three channels of red, green and blue. , the object information of three channels can be obtained, the information of the red and blue channels is retained, and the information of the green channel is discarded; let the picture captured by the color camera be I (x, y), and I r (x, y) is the picture captured by the camera. The red channel information of I g (x, y) is the red channel information of the picture captured by the camera, and I b (x, y) is the blue channel information of the picture captured by the camera. The relationship between them can be expressed by Equation (1):

I(x,y)=Ir(x,y)+Ig(x,y)+Ib(x,y) (1)I(x,y)=I r (x,y)+I g (x,y)+I b (x,y) (1)

3、获取三维点云:对得到的红、蓝通道信息通过相移法与多频外差法获得它们的三维点云;3. Obtain the three-dimensional point cloud: obtain the three-dimensional point cloud of the obtained red and blue channel information through the phase shift method and the multi-frequency heterodyne method;

4、三维点云融合:对得到的红、蓝通道三维点云进行融合。通过检索分离出来的红通道图片的灰度值,标记灰度值大于或等于255的像素将其设为0,其他区域设为1,生成掩膜。在该方法中,判断红蓝两幅单色图像Ir(x,y)与Ib(x,y)的灰度值来标记每个通道的阴影区域。B通道和R通道饱和区域对应的掩模由式(2)和式(3)得到:4. Three-dimensional point cloud fusion: fuse the obtained three-dimensional point clouds of red and blue channels. By retrieving the grayscale value of the separated red channel image, marking pixels with a grayscale value greater than or equal to 255 and setting them to 0, and setting other areas to 1, a mask is generated. In this method, the grayscale values of two monochromatic images I r (x, y) and I b (x, y), red and blue, are judged to mark the shadow area of each channel. The masks corresponding to the saturated areas of the B channel and R channel are obtained from equations (2) and (3):

如图2所示,相机采集到的带有被测物的图片。图3为根据图2的灰度值筛选生成的掩膜。用生成的掩膜对得到的红、蓝通道三维点云进行处理,保留无阴影的完好区域,两个点云融合,得到一个无阴影的三维物体点云轮廓,从而得到被测物体完整的三维形貌。As shown in Figure 2, the picture with the object under test is collected by the camera. Figure 3 is a mask generated based on the gray value filtering in Figure 2. Use the generated mask to process the obtained three-dimensional point cloud of red and blue channels to retain the intact area without shadows. The two point clouds are fused to obtain a shadow-free three-dimensional object point cloud outline, thereby obtaining a complete three-dimensional view of the measured object. Appearance.

不局限于此,任何不经过创造性劳动想到的变化或替换,都应涵盖在本发明的保护范围之内。因此,本发明的保护范围应该以权利要求书所限定的保护范围为准。It is not limited to this, and any changes or substitutions without creative efforts should be included in the protection scope of the present invention. Therefore, the protection scope of the present invention should be subject to the protection scope defined by the claims.

Claims (1)

1.一种解决基于结构光的微小物体测量阴影问题的测量方法,其特征在于,包括以下步骤:1. A measurement method to solve the problem of shadow measurement of small objects based on structured light, which is characterized by including the following steps: 步骤一、搭建系统:该系统包括计算机、两个装有远心镜头的DLP投影仪、装有远心镜头的CCD彩色相机、参考平面和支架,DLP投影仪和CCD彩色相分别通过数据线连接计算机,被测物体放在参考平面上,计算机内包含图像采集卡、投影软件和测量软件,将装有远心镜头的CCD彩色相机固定在可以上下垂直移动的支架上,并且将两个装有远心镜头的DLP投影仪置于被测物体两侧,之后并对整个系统进行标定;Step 1. Build the system: The system includes a computer, two DLP projectors equipped with telecentric lenses, a CCD color camera equipped with telecentric lenses, a reference plane and a bracket. The DLP projectors and CCD color cameras are connected through data lines respectively. Computer, the measured object is placed on the reference plane. The computer contains an image acquisition card, projection software and measurement software. The CCD color camera equipped with a telecentric lens is fixed on a bracket that can move vertically up and down, and two equipped with DLP projectors with telecentric lenses are placed on both sides of the object being measured, and then the entire system is calibrated; 步骤二、采集图片与分离信息:两个DLP投影仪同时分别投射红色横条纹与蓝色横条纹到被测物体上,然后利用CCD彩色相机采集图片;将采集到的图片进行红绿蓝三通道分离,可以得到三个通道的物体信息,保留红、蓝两通道的信息,舍弃绿通道的信息;Step 2. Collect pictures and separate information: Two DLP projectors simultaneously project red horizontal stripes and blue horizontal stripes onto the object being measured, and then use a CCD color camera to collect pictures; conduct red, green, and blue channels on the collected pictures. By separation, the object information of three channels can be obtained, retaining the information of the red and blue channels, and discarding the information of the green channel; 步骤三、获取点云:对步骤二得到的红、蓝通道信息通过相移法与多频外差法获得它们的三维点云数据;Step 3. Obtain the point cloud: Obtain the three-dimensional point cloud data of the red and blue channel information obtained in step 2 through the phase shift method and the multi-frequency heterodyne method; 步骤四、点云融合:对步骤三得到的红、蓝通道三维点云进行融合,通过检索分离出来的红通道图片的灰度值,标记灰度值大于或等于255的像素将其设为0,其他区域设为1,生成掩膜,判断红蓝两幅单色图像Ir(x,y)与Ib(x,y)的灰度值来标记每个通道的阴影区域;B通道和R通道饱和区域对应的掩模由式(1)和式(2)得到:Step 4. Point cloud fusion: Fusion of the red and blue channel three-dimensional point clouds obtained in step 3, by retrieving the gray value of the separated red channel image, marking pixels with a gray value greater than or equal to 255 and setting them to 0 , other areas are set to 1, a mask is generated, and the grayscale values of the red and blue monochrome images I r (x, y) and I b (x, y) are judged to mark the shadow area of each channel; the B channel and The mask corresponding to the saturated area of the R channel is obtained by equation (1) and equation (2): 利用该掩膜对得到的红、蓝通道三维点云进行处理,保留无阴影的完好区域,两个点云融合,得到一个无阴影的三维物体点云轮廓,从而得到被测物体完整的三维形貌。The mask is used to process the obtained three-dimensional point cloud of the red and blue channels to retain the intact area without shadows. The two point clouds are fused to obtain a shadow-free three-dimensional object point cloud outline, thereby obtaining the complete three-dimensional shape of the measured object. appearance.
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