CN104463863B - The scaling method and system of movement interference field based on the projection of time heterodyne - Google Patents
The scaling method and system of movement interference field based on the projection of time heterodyne Download PDFInfo
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Abstract
本发明涉及基于时间外差投影的运动干涉场的标定方法。首先用两台相机采集固定放置在视场中的分别设有一个标志点的立体标靶与时间参数标定板的变形条纹图,然后据此标定时间参数并获取立体标靶的调制度图像,然后对调制度图像进行归一化处理后检测立体标靶与两个标志点,并以立体标靶上的标志点为基准对两台相机的折叠相位图进行空间相位展开,获得两台相机采集的立体标靶表面的连续相位分布图,最后对其中一台相机的连续相位分布图插值亚像素点,然后搜索另一台相机的连续相位分布图上对应的亚像素点,并据此重建等相位点的三维数据,并据此拟合等相位面,并记录其折叠相位与平面参数。本发明可标定运动中的干涉场,使运动干涉场可像稳定干涉场一样使用。
The invention relates to a calibration method of motion interference field based on time heterodyne projection. First, two cameras are used to collect the deformed fringe pattern of the stereo target and the time parameter calibration plate fixedly placed in the field of view, and then the time parameter is calibrated accordingly and the modulation degree image of the stereo target is obtained, and then After normalizing the modulation degree image, detect the stereo target and two marker points, and use the marker points on the stereo target as a reference to perform spatial phase expansion on the folded phase images of the two cameras to obtain the stereoscopic images collected by the two cameras. The continuous phase distribution map of the target surface, and finally interpolate sub-pixel points on the continuous phase distribution map of one of the cameras, and then search for the corresponding sub-pixel points on the continuous phase distribution map of the other camera, and reconstruct isophase points accordingly Based on the three-dimensional data of , the isophase surface is fitted, and its folding phase and plane parameters are recorded. The invention can calibrate the moving interference field, so that the moving interference field can be used like a stable interference field.
Description
技术领域technical field
本发明属于三维数字成像领域,尤其涉及一种基于时间外差投影的运动干涉场的标定方法与系统。The invention belongs to the field of three-dimensional digital imaging, and in particular relates to a calibration method and system for a motion interference field based on temporal heterodyne projection.
背景技术Background technique
动态表面成像与测量在流水线检测、军事、实验力学、体感游戏等领域有着广泛的需求。同时,相位辅助三维成像具有非接触、速度快、精度高、数据密度大等优点,在逆向工程、质量控制、缺陷检测和文化娱乐等领域均有广泛的应用。利用相位辅助手段进行动态表面成像可以显著改善成像精度与分辨率,而相位是一个不能够直接观测的物理量,相移算法是从条纹结构光中获得相位信息的重要手段。在使用相移算法进行动态表面成像时,运动对成像的影响较大,而减少成像需要的变形条纹图数目是降低这一影响的重要手段。使用单一空间频率的折叠条纹图可以有效减少成像需要的图像数目,但其在对应点查找中必须使用两个约束条件。使用投影仪作为结构光发生装置的系统,由于可以利用相机的标定方法标定投影仪,因此仅需要两台相机即可提供足够的约束条件。利用时间外差干涉装置产生的运动条纹干涉场,使用两台相机并不足以提供足够的约束条件。Dynamic surface imaging and measurement has a wide range of needs in the fields of assembly line inspection, military, experimental mechanics, and somatosensory games. At the same time, phase-assisted 3D imaging has the advantages of non-contact, fast speed, high precision, and high data density, and has been widely used in reverse engineering, quality control, defect detection, and cultural entertainment. Using phase-assisted means to perform dynamic surface imaging can significantly improve imaging accuracy and resolution, and phase is a physical quantity that cannot be directly observed. Phase shift algorithm is an important means to obtain phase information from fringe structured light. When using the phase-shift algorithm for dynamic surface imaging, motion has a greater impact on imaging, and reducing the number of deformed fringe images required for imaging is an important means to reduce this impact. Using the folded fringe map with a single spatial frequency can effectively reduce the number of images required for imaging, but it must use two constraints in the corresponding point search. In the system using a projector as a structured light generating device, since the projector can be calibrated by using the camera calibration method, only two cameras are needed to provide sufficient constraints. With the moving fringe interference field generated by temporal heterodyne interferometry, the use of two cameras is not enough to provide sufficient constraints.
发明内容Contents of the invention
本发明所要解决的技术问题是,提供一种基于时间外差投影的运动干涉场的标定方法与系统,以确保当使用两台相机与单一空间频率条纹的条件下,也有足够的约束条件确定对应点。本发明是这样实现的:The technical problem to be solved by the present invention is to provide a calibration method and system of motion interference field based on temporal heterodyne projection, so as to ensure that when two cameras and a single spatial frequency fringe are used, there are sufficient constraints to determine the corresponding point. The present invention is achieved like this:
一种基于时间外差投影的运动干涉场的标定方法,包括下述步骤:A kind of calibration method of motion interference field based on temporal heterodyne projection, comprises the following steps:
步骤A,将分别设有一个标志点的立体标靶与时间参数标定板固定放置在视场中,并利用两台相机同步采集若干帧包含所述立体标靶与时间参数标定板的变形条纹图,同时,根据每台相机采集的各帧变形条纹图,利用相应的相移算法计算每台相机的折叠相位图与调制度图像,并记录每台相机的折叠相位图中时间参数标定板上的标志点的坐标和相位值;同时,对每台相机的调制度图像进行归一化,并对归一化后的调制度图像进行图像分割,去除背景;Step A, fixedly place the three-dimensional target and the time parameter calibration plate with one marker point respectively in the field of view, and use two cameras to synchronously collect several frames of deformed fringe images containing the three-dimensional target and the time parameter calibration plate , at the same time, according to the deformed fringe images of each frame collected by each camera, use the corresponding phase shift algorithm to calculate the folded phase map and modulation degree image of each camera, and record the time parameter calibration board of the folded phase map of each camera The coordinates and phase values of the marker points; at the same time, normalize the modulation degree images of each camera, and perform image segmentation on the normalized modulation degree images to remove the background;
步骤B,对分割后的两台相机的调制度图像进行边缘检测,提取出立体标靶与两个标志点,同时,以立体标靶上的标志点为基准,空间相位展开两台相机的折叠相位图,得到两台相机采集的立体标靶表面的连续相位分布图;Step B, edge detection is performed on the modulation degree images of the two divided cameras, and the stereo target and two marker points are extracted. At the same time, based on the marker points on the stereo target, the spatial phase unfolds the folding of the two cameras. Phase map, to obtain the continuous phase distribution map of the three-dimensional target surface collected by the two cameras;
步骤C,计算其中一台相机的连续相位分布图中相位沿图像x轴的梯度,利用梯度得到插值的相位间隔,并在每行沿横向方向插值亚像素点,同时,搜索另一台相机的连续相位分布图中与所插值的亚像素点对应的亚像素点,并据此重建等相位点的三维数据;Step C, calculate the gradient of the phase along the x-axis of the image in the continuous phase distribution diagram of one of the cameras, use the gradient to obtain the interpolated phase interval, and interpolate sub-pixel points in the horizontal direction in each row, and at the same time, search for the other camera's The sub-pixel points corresponding to the interpolated sub-pixel points in the continuous phase distribution map, and reconstruct the three-dimensional data of the isophase points accordingly;
步骤D,利用重建的等相位点的三维数据拟合等相位面,并记录所述等相位面的折叠相位与平面参数。Step D, using the reconstructed three-dimensional data of isophase points to fit isophase surfaces, and recording the folding phase and plane parameters of said isophase surfaces.
进一步地,求解每台相机采集的各帧变形条纹图的折叠相位图与调制度图像之前,还包括对所述若干帧变形条纹图进行滤波的步骤;Further, before solving the folded phase images and modulation degree images of each frame of deformed fringe images collected by each camera, the step of filtering the several frames of deformed fringe images is also included;
计算每台相机的折叠相位图与调制度图像的方法为相移算法;The method of calculating the folded phase map and modulation image of each camera is a phase shift algorithm;
所述图像分割的方法为阈值分割法。The image segmentation method is a threshold segmentation method.
进一步地,所述边缘检测采用Canny算子;Further, the edge detection adopts Canny operator;
提取立体标靶与两个标志点的方法为:对所述边缘检测得到的边缘检测图像数据进行椭圆拟合,并通过拟合误差与数据的横坐标的相对位置,判断并提取所述立体标靶与两个标志点。The method for extracting the three-dimensional target and the two marker points is as follows: performing ellipse fitting on the edge detection image data obtained by the edge detection, and judging and extracting the three-dimensional marker by the relative position of the fitting error and the abscissa of the data. Target with two marker points.
进一步地,所述步骤C包括如下步骤:Further, said step C includes the following steps:
步骤C1,利用其中一台相机的连续相位分布图上的一行数据,通过最小二乘法拟合相位沿图像横坐标方向的梯度,并通过如下公式得到插值的相位间隔:Step C1, using one line of data on the continuous phase distribution map of one of the cameras, use the least squares method to fit the gradient of the phase along the abscissa direction of the image, and obtain the interpolated phase interval by the following formula:
其中表示相位沿横坐标的梯度,φplug表示计算得到的插值的相位间隔,round表示四舍五入运算;in Represents the gradient of the phase along the abscissa, φ plug represents the phase interval of the calculated interpolation, and round represents the rounding operation;
步骤C2,按照插值的相位间隔,在所选择的相机的连续相位分布图上沿每一行插值亚像素点,得到新的连续相位分布图;Step C2, according to the interpolated phase interval, interpolate sub-pixel points along each row on the continuous phase distribution map of the selected camera to obtain a new continuous phase distribution map;
步骤C3,通过辅助极线约束的方法查找另一台相机的连续相位分布图中与插值的亚像素点对应的亚像素点,并据此重建等相位点的三维数据。In step C3, the sub-pixel point corresponding to the interpolated sub-pixel point is found in the continuous phase distribution map of another camera through the method of auxiliary epipolar line constraint, and the three-dimensional data of the isophase point is reconstructed accordingly.
进一步地,所述步骤D通过如下公式拟合等相位面:Further, the step D fits the equiphase surface through the following formula:
式中xn,yn,zn为空间点的三维坐标值,n为等相位点的个数,a,b,c为等相位面在三个坐标轴上截距的倒数。In the formula, x n , y n , z n are the three-dimensional coordinate values of space points, n is the number of equiphase points, a, b, c are the reciprocals of the intercepts of equiphase planes on the three coordinate axes.
一种基于时间外差投影的运动干涉场的标定系统,包括:A calibration system for motion interference field based on temporal heterodyne projection, comprising:
变形条纹图采集单元,用于利用两台相机同步采集固定放置在视场中的分别设有一个标志点的立体标靶与时间参数标定板的若干帧包含所述立体标靶与时间参数标定板的变形条纹图;The deformed fringe image acquisition unit is used to use two cameras to synchronously collect a number of frames of a three-dimensional target and a time parameter calibration board that are fixedly placed in the field of view and each have a mark point, including the three-dimensional target and the time parameter calibration board. The deformed fringe pattern;
图像处理单元,用于根据每台相机采集的各帧变形条纹图,利用相应的相移算法计算每台相机的折叠相位图与调制度图像,并记录每台相机的折叠相位图中时间参数标定板上的标志点的坐标和相位值;同时,对每台相机的调制度图像进行归一化,并对归一化后的调制度图像进行图像分割,去除背景;The image processing unit is used to calculate the folded phase map and modulation degree image of each camera according to the deformed fringe map of each frame collected by each camera, and record the time parameter calibration of the folded phase map of each camera The coordinates and phase values of the marker points on the board; at the same time, normalize the modulation degree images of each camera, and perform image segmentation on the normalized modulation degree images to remove the background;
边缘检测与相位展开单元,用于对分割后的两台相机的调制度图像进行边缘检测,提取出立体标靶与两个标志点,同时,以立体标靶上的标志点为基准,空间相位展开两台相机的折叠相位图,得到两台相机采集的立体标靶表面的连续相位分布图;The edge detection and phase unwrapping unit is used to perform edge detection on the modulation degree images of the two divided cameras, and extract the three-dimensional target and two marker points. At the same time, based on the marker points on the three-dimensional target, the spatial phase Unfold the folded phase diagrams of the two cameras to obtain the continuous phase distribution diagram of the three-dimensional target surface collected by the two cameras;
图像插值与三维重建单元,用于计算其中一台相机的连续相位分布图中相位沿图像x轴的梯度,利用梯度得到插值的相位间隔,并在每行沿横向方向插值亚像素点,同时,搜索另一台相机的连续相位分布图中与所插值的亚像素点对应的亚像素点,并据此重建等相位点的三维数据;The image interpolation and three-dimensional reconstruction unit is used to calculate the gradient of the phase along the x-axis of the image in the continuous phase distribution diagram of one of the cameras, use the gradient to obtain the interpolated phase interval, and interpolate sub-pixel points along the horizontal direction in each row, and at the same time, Search for the sub-pixel point corresponding to the interpolated sub-pixel point in the continuous phase distribution map of another camera, and reconstruct the 3D data of the isophase point accordingly;
等相位面拟合单元,用于利用重建的等相位点的三维数据拟合等相位面,并记录所述等相位面的折叠相位与平面参数。The isophase surface fitting unit is configured to use the reconstructed three-dimensional data of the isophase points to fit the isophase surface, and record the folding phase and plane parameters of the isophase surface.
进一步地,所述图像处理单元包括:Further, the image processing unit includes:
图像滤波模块,用于对两台相机采集的各帧变形条纹图进行高斯滤波;An image filtering module, which is used to carry out Gaussian filtering to the deformed fringe images of each frame collected by the two cameras;
相位解调模块,用于对滤波后的每台相机的各帧变形条纹图进行相位解调,获得每台相机的折叠相位图与调制度图像,并记录每台相机的折叠相位图中时间参数标定板上的标志点的坐标和相位值;The phase demodulation module is used to perform phase demodulation on the filtered deformed fringe images of each frame of each camera, obtain the folded phase map and modulation degree image of each camera, and record the time parameters of the folded phase map of each camera The coordinates and phase values of the marker points on the calibration plate;
调制度分割模块,用于对每台相机的调制度图像进行归一化,并对归一化后的调制度图像进行图像分割,去除背景。The modulation degree segmentation module is used to normalize the modulation degree images of each camera, and perform image segmentation on the normalized modulation degree images to remove the background.
进一步地,所述边缘检测与相位展开单元包括:Further, the edge detection and phase unwrapping unit includes:
边缘检测模块,用于根据Canny算子对分割后的两台相机的调制度图像进行边缘检测;The edge detection module is used to carry out edge detection to the modulation degree images of the two cameras after segmentation according to the Canny operator;
目标识别模块,用于对检测到的边缘检测图像进行椭圆拟合,并通过拟合误差与数据的横坐标的相对位置,判断并提取立体标靶与两个标志点;The target recognition module is used to perform ellipse fitting on the detected edge detection image, and judge and extract the three-dimensional target and two marker points through the relative position of the fitting error and the abscissa of the data;
相位展开模块,用于以立体标靶上的标志点为基准,空间相位展开两台相机的折叠相位图,得到两台相机采集的立体标靶表面的连续相位分布图。The phase unwrapping module is used to unfold the folded phase images of the two cameras in spatial phase based on the marker points on the three-dimensional target, so as to obtain the continuous phase distribution image of the surface of the three-dimensional target collected by the two cameras.
进一步地,所述图像插值与三维重建单元包括:Further, the image interpolation and three-dimensional reconstruction unit includes:
亚像素插值单元,用于利用其中一台相机的连续相位分布图上的一行数据,通过最小二乘法拟合相位沿图像横坐标方向的梯度,并通过如下公式得到插值的相位间隔:The sub-pixel interpolation unit is used to use one line of data on the continuous phase distribution map of one of the cameras to fit the gradient of the phase along the abscissa direction of the image by the least square method, and obtain the interpolated phase interval by the following formula:
其中表示相位沿横坐标的梯度,φplug表示计算得到的插值的相位间隔,round表示四舍五入运算;in Represents the gradient of the phase along the abscissa, φ plug represents the phase interval of the calculated interpolation, and round represents the rounding operation;
三维重建单元,用于按照插值的相位间隔,在所选择的相机的连续相位分布图上沿每一行插值亚像素点,得到新的连续相位分布图;并通过辅助极线约束的方法查找另一台相机的连续相位分布图中与插值的亚像素点对应的亚像素点,并据此重建等相位点的三维数据。The three-dimensional reconstruction unit is used to interpolate sub-pixel points along each row on the continuous phase distribution map of the selected camera according to the phase interval of the interpolation to obtain a new continuous phase distribution map; and find another The sub-pixel points corresponding to the interpolated sub-pixel points in the continuous phase distribution map of the first camera are used to reconstruct the three-dimensional data of the isophase points.
进一步地,所述等相位面拟合单元通过如下公式拟合等相位面:Further, the isophase surface fitting unit fits the isophase surface through the following formula:
式中xn,yn,zn为空间点的三维坐标值,n为等相位点的个数,a,b,c为等相位面在三个坐标轴上截距的倒数。In the formula, x n , y n , z n are the three-dimensional coordinate values of space points, n is the number of equiphase points, a, b, c are the reciprocals of the intercepts of equiphase planes on the three coordinate axes.
本发明提供的标定系统具有较高的可靠性,由于使用最小二乘方法拟合等相位面,因此在标定过程中可以利用普通物体替代高精度立体标靶使用,极大地降低了对立体标靶加工精度的要求,减少了立体标靶的制作成本,同时由于时间参数标定板上的标志点记录了与时间参数相关的相位信息,标定系统可以标定运动中的干涉场,这就令运动干涉场可以等同于稳定干涉场一样使用。The calibration system provided by the present invention has high reliability. Since the least squares method is used to fit isophase surfaces, ordinary objects can be used instead of high-precision stereo targets in the calibration process, which greatly reduces the need for stereo targets. The requirement of processing accuracy reduces the production cost of the three-dimensional target. At the same time, because the mark points on the time parameter calibration plate record the phase information related to the time parameter, the calibration system can calibrate the interference field in motion, which makes the motion interference field Can be used the same as Stabilizing Interfering Field.
附图说明Description of drawings
图1:本发明提供的基于时间外差投影的运动干涉场的标定方法流程示意图;Figure 1: Schematic flow chart of the calibration method of the motion interference field based on temporal heterodyne projection provided by the present invention;
图2:本发明提供的基于时间外差投影的运动干涉场的标定系统结构示意图;Figure 2: Schematic diagram of the calibration system of the motion interference field based on temporal heterodyne projection provided by the present invention;
图3:上述标定系统中变形条纹图采集单元结构示意图;Figure 3: Schematic diagram of the structure of the deformed fringe pattern acquisition unit in the above calibration system;
图4:实施例提供的利用两个CCD相机查找对应点的原理示意图。Fig. 4: A schematic diagram of the principle of using two CCD cameras to find corresponding points provided by the embodiment.
具体实施方式Detailed ways
为了使本发明的目的、技术方案及优点更加清楚明白,以下结合附图及实施例,对本发明进行进一步详细说明。In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments.
图1示出了本发明提供的基于时间外差投影的运动干涉场的标定方法流程,根据图1所示,该标定方法具体包括如下步骤:Fig. 1 shows the calibration method flow of the motion interference field based on temporal heterodyne projection provided by the present invention. According to Fig. 1, the calibration method specifically includes the following steps:
步骤A,将分别设有一个标志点的立体标靶与时间参数标定板固定放置在视场中,并利用两台相机同步采集若干帧包含立体标靶与时间参数标定板的变形条纹图,同时,根据每台相机采集的各帧变形条纹图,利用相应的相移算法计算每台相机的折叠相位图与调制度图像,并记录每台相机的折叠相位图中时间参数标定板上的标志点的坐标和相位值;同时,对每台相机的调制度图像进行归一化,并对归一化后的调制度图像进行图像分割,去除背景。Step A, fixedly place the three-dimensional target and the time parameter calibration plate with one marker point respectively in the field of view, and use two cameras to synchronously collect several frames of deformed fringe images containing the three-dimensional target and the time parameter calibration plate, and at the same time , according to the deformed fringe images of each frame collected by each camera, use the corresponding phase shift algorithm to calculate the folded phase map and modulation degree image of each camera, and record the mark points on the time parameter calibration board of each camera’s folded phase map coordinates and phase values; at the same time, normalize the modulation degree images of each camera, and perform image segmentation on the normalized modulation degree images to remove the background.
需要说明的是,可采用具有一大一小两个同心圆的图案作为标志点,其中内圆为白色,外圆与内圆之间的圆环为黑色,以便于识别。“时间参数标定板”主要用于标定时间参数,可将标志点贴在固定白板上,作为时间参数标定板,固定白板可使图像边缘判断时更加方便,同时固定白板在标定与成像时位置不能够移动,以便物体成像时自标定时间参数带来的相位变化。立体标靶与固定白板的放置位置需要使得立体标靶与固定白板在两台相机所采集的图像中分离,以便于后续对立体标靶的提取。由于只有经立体标靶标定的位置才能够具备等相位面约束,因此在保证立体标靶与固定白板分离这一前提下,立体标靶大小应尽量占满视场,以便于成像时的物体表面的完整性,同时标志点的大小需要作出限制,由于经过调制度阈值分割,外圆与内圆之间的圆环数据被舍弃,因此外圆直径与内圆直径之差不能超出一个空间周期,以方便于后续的空间相位展开,避免误差传递。在本发明实施例中,计算每台相机的折叠相位图与调制度图像之前,还可包括对每台相机采集的若干帧变形条纹图进行滤波的步骤,滤波方式可采用高斯滤波,可利用相移算法解调相位以求解出每台相机采集的各帧变形条纹图的折叠相位图与调制度图像,可采用阈值分割法对调制度图像进行分割,以去除背景,提取出立体标靶与时间参数标定板。It should be noted that a pattern with two concentric circles, one large and one small, can be used as the marking point, wherein the inner circle is white, and the ring between the outer circle and the inner circle is black for easy identification. The "time parameter calibration board" is mainly used to calibrate the time parameters. Mark points can be pasted on the fixed white board as a time parameter calibration board. The fixed white board can make it more convenient to judge the edge of the image, and the position of the fixed white board is different during calibration and imaging. It can be moved so that the phase change brought by the self-calibration time parameter when the object is imaged. The placement positions of the three-dimensional target and the fixed whiteboard need to separate the three-dimensional target and the fixed whiteboard in the images collected by the two cameras, so as to facilitate subsequent extraction of the three-dimensional target. Since only the position calibrated by the stereo target can have equi-phase plane constraints, under the premise of ensuring the separation of the stereo target and the fixed whiteboard, the size of the stereo target should occupy the field of view as much as possible, so as to facilitate the imaging of the object surface. At the same time, the size of the marker points needs to be limited. Since the ring data between the outer circle and the inner circle are discarded after the modulation threshold is divided, the difference between the outer circle diameter and the inner circle diameter cannot exceed one space period. In order to facilitate subsequent spatial phase unwrapping and avoid error transmission. In the embodiment of the present invention, before calculating the folded phase map and the modulation degree image of each camera, it may also include the step of filtering several frames of deformed fringe images collected by each camera. The filtering method may be Gaussian filtering, and the phase The phase-shifting algorithm demodulates the phase to solve the folded phase map and modulation image of each frame of the deformed fringe image collected by each camera. The threshold segmentation method can be used to segment the modulation image to remove the background and extract the three-dimensional target and time parameters. Calibration board.
步骤B,对分割后的两台相机的调制度图像进行边缘检测,提取出立体标靶与两个标志点,同时,以立体标靶上的标志点为基准,空间相位展开两台相机的折叠相位图,得到两台相机采集的立体标靶表面的连续相位分布图。Step B, edge detection is performed on the modulation degree images of the two divided cameras, and the stereo target and two marker points are extracted. At the same time, based on the marker points on the stereo target, the spatial phase unfolds the folding of the two cameras. Phase map, to obtain the continuous phase distribution map of the stereo target surface collected by the two cameras.
需要说明的是,在提取立体标靶与标志点时,可利用灰度、形状与位置判据,通过灰度判据可以剔除杂散的边缘,通过椭圆拟合的误差大小可以区分标志点与立体标靶,通过拟合圆心的位置可以分辨不同标志点并区分立体标靶与时间参数标定板。在本发明实施例中,可通过Canny算子对分割后的两台相机的调制度图像进行边缘检测,可通过对边缘检测得到的边缘检测图像数据进行椭圆拟合,并通过拟合误差与数据的横坐标的相对位置,判断并提取立体标靶与两个标志点,并利用立体标靶上的标志点为基准,空间相位展开两台相机的折叠相位图,得到两台相机的立体标靶表面的连续相位分布图。当采用具有一大一小两个同心圆的图案作为标志点时,提取出两个标志点后,可记录时间参数标定板上的标志点的内圆部分的折叠相位,并利用立体标靶上的标志点作为基准,空间相位展开两台相机的所采集的立体标靶表面的折叠相位图,从而得到两台相机采集的立体标靶表面的连续相位分布图。需要说明的是,进行相位展开的原因是双相机搜索对应点必须使用展开相位才可以令相位在横向方向单调递增,辅助极线约束才能够唯一确定对应点。It should be noted that when extracting three-dimensional targets and marker points, grayscale, shape, and position criteria can be used to remove stray edges through grayscale criteria, and the error of ellipse fitting can be used to distinguish marker points from Three-dimensional target, by fitting the position of the center of the circle, different marker points can be distinguished and the three-dimensional target can be distinguished from the time parameter calibration plate. In the embodiment of the present invention, the Canny operator can be used to perform edge detection on the modulation degree images of the two divided cameras, and the ellipse fitting can be performed on the edge detection image data obtained by the edge detection, and the fitting error and the data The relative position of the abscissa of the three-dimensional target is judged and extracted, and the three-dimensional target is used as the reference point, and the space phase unfolds the folded phase diagram of the two cameras to obtain the three-dimensional target of the two cameras Continuous phase profile of a surface. When a pattern with two concentric circles, one large and one small, is used as the mark point, after the two mark points are extracted, the folding phase of the inner circle part of the mark point on the time parameter calibration board can be recorded, and the three-dimensional target can be used to The marked points of the three-dimensional target are used as a reference, and the spatial phase unfolds the folded phase maps of the three-dimensional target surface collected by the two cameras, so as to obtain the continuous phase distribution map of the three-dimensional target surface collected by the two cameras. It should be noted that the reason for phase unwrapping is that the phase unwrapping must be used to search for corresponding points with dual cameras so that the phase can monotonically increase in the lateral direction, and the auxiliary epipolar constraints can uniquely determine the corresponding points.
步骤C,计算其中一台相机的连续相位分布图中相位沿图像x轴的梯度,利用梯度得到插值的相位间隔,并在每行沿横向方向插值亚像素点,同时,搜索另一台相机的连续相位分布图中与所插值的亚像素点对应的亚像素点,并据此重建等相位点的三维数据。Step C, calculate the gradient of the phase along the x-axis of the image in the continuous phase distribution diagram of one of the cameras, use the gradient to obtain the interpolated phase interval, and interpolate sub-pixel points in the horizontal direction in each row, and at the same time, search for the other camera's The sub-pixel points corresponding to the interpolated sub-pixel points in the continuous phase distribution map are used to reconstruct the three-dimensional data of the isophase points.
本发明实施例中,步骤C具体包括如下步骤:In the embodiment of the present invention, step C specifically includes the following steps:
步骤C1,利用其中一台相机的连续相位分布图上的一行数据,通过最小二乘法拟合相位沿图像横坐标方向的梯度,并通过如下公式得到插值的相位间隔:Step C1, using one line of data on the continuous phase distribution map of one of the cameras, use the least squares method to fit the gradient of the phase along the abscissa direction of the image, and obtain the interpolated phase interval by the following formula:
其中表示相位沿横坐标的梯度,φplug表示计算得到的插值的相位间隔,round表示四舍五入运算;in Represents the gradient of the phase along the abscissa, φ plug represents the phase interval of the calculated interpolation, and round represents the rounding operation;
步骤C2,按照插值的相位间隔,在所选择的相机的连续相位分布图上沿每一行插值亚像素点,得到新的连续相位分布图;Step C2, according to the interpolated phase interval, interpolate sub-pixel points along each row on the continuous phase distribution map of the selected camera to obtain a new continuous phase distribution map;
步骤C3,通过辅助极线约束的方法查找另一台相机的连续相位分布图中与插值的亚像素点对应的亚像素点,并据此重建等相位点的三维数据。In step C3, the sub-pixel point corresponding to the interpolated sub-pixel point is found in the continuous phase distribution map of another camera through the method of auxiliary epipolar line constraint, and the three-dimensional data of the isophase point is reconstructed accordingly.
需要说明的是,等分空间周期是为了减少等相位面的相位值的数目,方便对应点查找时的计算。It should be noted that the purpose of equally dividing the space period is to reduce the number of phase values of the isophase surface and to facilitate the calculation when searching for corresponding points.
步骤D,利用重建的等相位点的三维数据拟合等相位面,并记录等相位面的折叠相位与平面参数。Step D, using the reconstructed 3D data of isophase points to fit isophase surfaces, and recording folded phase and plane parameters of isophase surfaces.
本发明实施例中,具体可利用重建的等相位点的三维数据通过如下公式拟合等相位面:In the embodiment of the present invention, the three-dimensional data of the reconstructed isophase point can be used to fit the isophase surface through the following formula:
式中xn,yn,zn为空间点的三维坐标值,n为等相位点的个数,a,b,c为等相位面在三个坐标轴上截距的倒数。In the formula, x n , y n , z n are the three-dimensional coordinate values of space points, n is the number of equiphase points, a, b, c are the reciprocals of the intercepts of equiphase planes on the three coordinate axes.
需要说明的是,记录的相位必须是折叠相位,因为在对应点查找过程中使用的是折叠相位值,因此连续相位值超出了取值范围。It should be noted that the recorded phase must be a folded phase, because the folded phase value is used in the corresponding point search process, so the continuous phase value exceeds the value range.
图2示出了本发明实施例提供的基于时间外差投影的运动干涉场的标定系统结构,根据图2所示,该标定系统包括:Fig. 2 shows the calibration system structure of the motion interference field based on temporal heterodyne projection provided by the embodiment of the present invention. According to Fig. 2, the calibration system includes:
变形条纹图采集单元1,用于利用两台相机同步采集固定放置在视场中的分别设有一个标志点的立体标靶与时间参数标定板的若干帧包含立体标靶与时间参数标定板的变形条纹图;Deformed fringe image acquisition unit 1, used to utilize two cameras to synchronously acquire a plurality of frames of a three-dimensional target and a time parameter calibration board that are fixedly placed in the field of view and respectively provided with a mark point, including the three-dimensional target and the time parameter calibration board deformed fringe graph;
图像处理单元2,用于根据每台相机采集的各帧变形条纹图,利用相应的相移算法计算每台相机的折叠相位图与调制度图像,并记录每台相机的折叠相位图中时间参数标定板上的标志点的坐标和相位值;同时,对每台相机的调制度图像进行归一化,并对归一化后的调制度图像进行图像分割,去除背景;The image processing unit 2 is used to calculate the folded phase map and the modulation degree image of each camera according to the deformed fringe map of each frame collected by each camera using the corresponding phase shift algorithm, and record the time parameters of the folded phase map of each camera The coordinates and phase values of the marker points on the calibration board; at the same time, normalize the modulation degree images of each camera, and perform image segmentation on the normalized modulation degree images to remove the background;
边缘检测与相位展开单元3,用于对分割后的两台相机的调制度图像进行边缘检测,提取出立体标靶与两个标志点,同时,以立体标靶上的标志点为基准,空间相位展开两台相机的折叠相位图,得到两台相机采集的立体标靶表面的连续相位分布图;The edge detection and phase unwrapping unit 3 is used to perform edge detection on the modulation degree images of the two divided cameras, and extract the three-dimensional target and two marker points. At the same time, based on the marker points on the three-dimensional target, spatial Phase unfold the folded phase diagrams of the two cameras to obtain the continuous phase distribution diagram of the three-dimensional target surface collected by the two cameras;
图像插值与三维重建单元4,用于计算其中一台相机的连续相位分布图中相位沿图像x轴的梯度,利用梯度得到插值的相位间隔,并在每行沿横向方向插值亚像素点,同时,搜索另一台相机的连续相位分布图中与所插值的亚像素点对应的亚像素点,并据此重建等相位点的三维数据;The image interpolation and three-dimensional reconstruction unit 4 is used to calculate the gradient of the phase along the x-axis of the image in the continuous phase distribution diagram of one of the cameras, use the gradient to obtain the interpolated phase interval, and interpolate the sub-pixel points along the horizontal direction in each row, and at the same time , search for the sub-pixel point corresponding to the interpolated sub-pixel point in the continuous phase distribution map of another camera, and reconstruct the three-dimensional data of the isophase point accordingly;
等相位面拟合单元5,用于利用重建的等相位点的三维数据拟合等相位面,并记录等相位面的折叠相位与平面参数。The isophase surface fitting unit 5 is configured to use the reconstructed 3D data of the isophase points to fit the isophase surface, and record the folding phase and plane parameters of the isophase surface.
如图3所示,本发明实施例中,变形条纹图采集单元1可采用如下结构形式:As shown in Figure 3, in the embodiment of the present invention, the deformed fringe image acquisition unit 1 can adopt the following structural form:
包括激光器101,两个CCD相机103,外触发信号发生器105,计算机106,射频信号发生器107,两个声光偏转器108,两个透镜110,两个分光棱镜112,两个反射镜114,两个光阑116,显微物镜118。本发明实施例中使用CCD相机采集变形条纹图,当然也可以用其他类型的相机采集变形条纹图。射频信号发生器107用于产生两路存在微小频率差的射频信号,外触发信号发生器105用于产生固定频率的矩形波作为外触发信号。激光器101与两个分光棱镜112、两个反射镜114组成马赫泽德干涉仪,将两个声光偏转器108置于两个干涉臂中,在射频信号发生器107控制下调制出两路干涉光,使得一级衍射光的频率产生一个微小的频率差Δf,两路干涉光分别经两个透镜110准直后,利用两个光阑116滤除其他衍射光束,通过显微物镜118投影至被测物体表面,产生一个运动干涉条纹。该干涉条纹空间频率固定、任意空间点的灰度均随时间呈正弦函数变化,变化频率为Δf。外触发信号发生器105产生一个4Δf频率的外触发信号控制两个CCD相机103采集变形条纹图,采集变形条纹图时,两个CCD相机103可按照4倍于两路射频信号的频率差同步采集。Including a laser 101, two CCD cameras 103, an external trigger signal generator 105, a computer 106, a radio frequency signal generator 107, two acousto-optic deflectors 108, two lenses 110, two dichroic prisms 112, and two mirrors 114 , two diaphragms 116, and a microscope objective lens 118. In the embodiment of the present invention, a CCD camera is used to collect the deformed fringe image, and of course other types of cameras may also be used to collect the deformed fringe image. The radio frequency signal generator 107 is used to generate two radio frequency signals with a slight frequency difference, and the external trigger signal generator 105 is used to generate a fixed-frequency rectangular wave as an external trigger signal. The laser 101, two dichroic prisms 112, and two reflectors 114 form a Mach-Zehnder interferometer. Two acousto-optic deflectors 108 are placed in two interference arms, and two-way interference is modulated under the control of a radio frequency signal generator 107. Light, so that the frequency of the first-order diffracted light produces a small frequency difference Δf, after the two paths of interfering light are collimated by two lenses 110 respectively, other diffracted beams are filtered out by two diaphragms 116, and projected to A moving interference fringe is generated on the surface of the measured object. The spatial frequency of the interference fringes is fixed, and the gray level of any spatial point changes with time as a sinusoidal function, and the frequency of change is Δf. The external trigger signal generator 105 generates an external trigger signal with a frequency of 4Δf to control the two CCD cameras 103 to collect the deformed fringe pattern. When collecting the deformed fringe pattern, the two CCD cameras 103 can collect synchronously according to the frequency difference 4 times of the two radio frequency signals .
本发明实施例中,图像处理单元2包括:In the embodiment of the present invention, the image processing unit 2 includes:
图像滤波模块,用于对两台相机采集的各帧变形条纹图进行高斯滤波;An image filtering module, which is used to carry out Gaussian filtering to the deformed fringe images of each frame collected by the two cameras;
相位解调模块,用于对滤波后的每台相机的各帧变形条纹图进行相位解调,获得每台相机的折叠相位图与调制度图像,并记录每台相机的折叠相位图中时间参数标定板上的标志点的坐标和相位值;The phase demodulation module is used to perform phase demodulation on the filtered deformed fringe images of each frame of each camera, obtain the folded phase map and modulation degree image of each camera, and record the time parameters of the folded phase map of each camera The coordinates and phase values of the marker points on the calibration plate;
调制度分割模块,用于对每台相机的调制度图像进行归一化,并对归一化后的调制度图像进行图像分割,去除背景。The modulation degree segmentation module is used to normalize the modulation degree images of each camera, and perform image segmentation on the normalized modulation degree images to remove the background.
本发明实施例中,边缘检测与相位展开单元3包括:In the embodiment of the present invention, the edge detection and phase unwrapping unit 3 includes:
边缘检测模块,用于根据Canny算子对分割后的两台相机的调制度图像进行边缘检测;The edge detection module is used to carry out edge detection to the modulation degree images of the two cameras after segmentation according to the Canny operator;
目标识别模块,用于对检测到的边缘检测图像进行椭圆拟合,并通过拟合误差与数据的横坐标的相对位置,判断并提取立体标靶与两个标志点;The target recognition module is used to perform ellipse fitting on the detected edge detection image, and judge and extract the three-dimensional target and two marker points through the relative position of the fitting error and the abscissa of the data;
相位展开模块,用于以立体标靶上的标志点为基准,空间相位展开两台相机的折叠相位图,得到两台相机采集的立体标靶表面的连续相位分布图。The phase unwrapping module is used to unfold the folded phase images of the two cameras in spatial phase based on the marker points on the three-dimensional target, so as to obtain the continuous phase distribution image of the surface of the three-dimensional target collected by the two cameras.
本发明实施例中,图像插值与三维重建单元4包括:In the embodiment of the present invention, the image interpolation and three-dimensional reconstruction unit 4 includes:
亚像素插值单元,用于利用其中一台相机的连续相位分布图上的一行数据,通过最小二乘法拟合相位沿图像横坐标方向的梯度,并通过如下公式得到插值的相位间隔:The sub-pixel interpolation unit is used to use one line of data on the continuous phase distribution map of one of the cameras to fit the gradient of the phase along the abscissa direction of the image by the least square method, and obtain the interpolated phase interval by the following formula:
其中表示相位沿横坐标的梯度,φplug表示计算得到的插值的相位间隔,round表示四舍五入运算;in Represents the gradient of the phase along the abscissa, φ plug represents the phase interval of the calculated interpolation, and round represents the rounding operation;
三维重建单元,用于按照插值的相位间隔,在所选择的相机的连续相位分布图上沿每一行插值亚像素点,得到新的连续相位分布图;并通过辅助极线约束的方法查找另一台相机的连续相位分布图中与插值的亚像素点对应的亚像素点,并据此重建等相位点的三维数据。The three-dimensional reconstruction unit is used to interpolate sub-pixel points along each row on the continuous phase distribution map of the selected camera according to the phase interval of the interpolation to obtain a new continuous phase distribution map; and find another The sub-pixel points corresponding to the interpolated sub-pixel points in the continuous phase distribution map of the first camera are used to reconstruct the three-dimensional data of the isophase points.
本发明实施例中,等相位面拟合单元5利用图像插值与三维重建单元3重建的等相位点的三维数据,通过如下公式拟合等相位面:In the embodiment of the present invention, the isophase surface fitting unit 5 uses the image interpolation and the three-dimensional data of the isophase point reconstructed by the three-dimensional reconstruction unit 3 to fit the isophase surface by the following formula:
式中xn,yn,zn为空间点的三维坐标值,n为等相位点的个数,a,b,c为等相位面在三个坐标轴上截距的倒数。In the formula, x n , y n , z n are the three-dimensional coordinate values of space points, n is the number of equiphase points, a, b, c are the reciprocals of the intercepts of equiphase planes on the three coordinate axes.
为了详细阐述本发明,下面结合图4,说明利用标定数据进行对应点查找的过程。首先,需要校正时间参数引起的相位整体变化,利用标定时刻t1与成像时刻t2时间参数标定板上的标志点的相位获得校正数据,具体通过如下方法计算:In order to describe the present invention in detail, the process of searching for corresponding points using calibration data will be described below in conjunction with FIG. 4 . First of all, it is necessary to correct the overall change of the phase caused by the time parameters. The correction data is obtained by using the phases of the marker points on the time parameter calibration board at the calibration time t1 and the imaging time t2 . Specifically, it is calculated by the following method:
理想状态下,标定这一时间可以使用任意一个像素点t1与t2时刻的相位值,但在实际中,由于存在误差影响,如果采用具有一大一小两个同心圆的图案作为标志点,本文可使用整个标志点内圆部分的所有像素求解这一相位变化,下式为求解相位变化的运算公式:Ideally, the phase value of any pixel point t 1 and t 2 can be used to calibrate this time, but in practice, due to the influence of errors, if a pattern with two concentric circles, one large and one small, is used as the marker point , this paper can use all the pixels in the inner circle of the entire marker point to solve this phase change. The following formula is the calculation formula for solving the phase change:
b=Mod(φi(t2)-φi(t1),2π)b=Mod(φ i (t 2 )-φ i (t 1 ),2π)
i=1,…,Ni=1,...,N
其中,i为像素点的序号,N为像素点的数目,φi(t1)、φi(t2)分别表示第i个像素点在t1与t2时刻的相位值,Mod(φi(t2)-φi(t1),2π)表示φi(t2)-φi(t1)除以2π取余数的操作,为所有内圆像素点相位变化的平均值。经过校正后的等相位面相位数据即可用来进行对应点查找,具体过程如下:Among them, i is the serial number of the pixel, N is the number of the pixel, φ i (t 1 ), φ i (t 2 ) represent the phase value of the i-th pixel at time t 1 and t 2 respectively, Mod(φ i (t 2 )-φ i (t 1 ),2π) represents the operation of dividing φ i (t 2 )-φ i (t 1 ) by 2π and taking the remainder, is the average value of the phase changes of all inner circle pixels. The corrected equiphase surface phase data can be used to search for corresponding points, the specific process is as follows:
如图4所示,左、右相机的像面分别为Il、Ir,左、右相机的光心分别为Ol、Or;物面上一点P5(x,y,z),成像在左相机pl(xl,yl)点上,相位值为φ(pl(xl,yl)),根据左相机光心Ol与像素点pl(xl,yl)的连线可以获得空间直线的方程,成像在pl(xl,yl)的空间点必然位于空间直线上。根据标定的干涉场数据与直线的方程可以获得一组空间点M1、M2、M3、M4与P5的坐标。pl(xl,yl)在右相机所对应的极线上存在与其相位相等的一组点pr1、pr2、pr3、pr4、pr5,利用这组点的坐标与左、右相机的标定参数重建一组空间中点的坐标位置,可以获得另一组空间点N1、N2、N3、N4与P5的坐标。但实际上这组点在空间中真实所对应的物点分别为P1、P2、P3、P4、P5,理论上,两组点中应只有P5点的坐标是重合的,因此通过交叉对比两组点的空间距离,可以确定P5点的位置。As shown in Figure 4, the image planes of the left and right cameras are I l and I r respectively, and the optical centers of the left and right cameras are O l and O r respectively; a point P 5 (x,y,z) on the object plane, Imaged on the point p l (x l ,y l ) of the left camera, the phase value is φ(p l (x l ,y l )), according to the optical center O l of the left camera and the pixel point p l (x l ,y l ) can be connected to obtain the space straight line The equation, the space point imaged in p l (x l ,y l ) must be located on the space line superior. According to the calibrated interferometric field data and the straight line The equation of can obtain the coordinates of a set of spatial points M 1 , M 2 , M 3 , M 4 and P 5 . p l (x l ,y l ) has a group of points p r1 , p r2 , p r3 , p r4 , p r5 on the epipolar line corresponding to the right camera, and their phases are equal. The calibration parameters of the right camera reconstruct the coordinate positions of a group of points in space, and the coordinates of another group of space points N 1 , N 2 , N 3 , N 4 and P 5 can be obtained. But in fact, the object points corresponding to this group of points in space are P 1 , P 2 , P 3 , P 4 , and P 5 . In theory, only the coordinates of point P 5 in the two groups of points should be coincident. Therefore, the position of point P5 can be determined by cross-comparing the spatial distances of the two groups of points.
以上所述仅为本发明的较佳实施例而已,并不用以限制本发明,凡在本发明的精神和原则之内所作的任何修改、等同替换和改进等,均应包含在本发明的保护范围之内。The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention. Any modifications, equivalent replacements and improvements made within the spirit and principles of the present invention should be included in the protection of the present invention. within range.
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