基于经验模式分解的三频彩色条纹投影轮廓术

为实现动态物体的实时三维测量,提出了一种基于经验模式分解的三频彩色条纹投影轮廓术。将低、中、高三种频率的正弦条纹分别经投影仪红(R),绿(G),蓝(B)通道同时投影至被测物面,CCD在另一角度拍摄变形条纹图。将变形条纹图R、G、B三分量互减消减背景干扰,用经验模式分解进行颜色解耦,分离各载频项,进而以傅里叶变换解调相位。以变精度去包裹算法按低、中、高频依次完成包裹相位展开,得到高频载频项的展开相位。计算机模拟时相位解调的标准差小于0.0417rad,具有较高的测量精度;对比实验和面部表情变化实验进一步说明了方法的可靠性。该方法在单次拍摄下实现了相位的解调及高精度相位的精确展开,为动态物体的高精度轮廓测量提供了有效的手段。     

基于双频投影条纹的全自动相位解包裹方法

为了在相位轮廓测量术中更简便可靠地获取待测面的相位场,提出了一种利用双频投影条纹的叠栅特性进行全自动相位解包裹的方法。该方法通过分析双频投影条纹的条纹级数之间及相位之间的关系,推导了一套利用该双频条纹的相位主值获取真实相位场的公式。在利用这套公式进行解包裹时,各点的相位求取都是单独进行的,因此不会出现误差传递的现象;同时求解的相位场保持了相移法求解的相位精度。实验证实了该方法的可行性,并得到很好的测量结果。     

平行光波阵面调制下的双频干涉条纹形貌测量

传统形貌测量多采用光栅投影,其投影条纹的非正弦性及条纹密度的限制将影响形貌测量的精度,为了实现高密度正弦条纹投影的可调性,采用平行光干涉投影形成明亮且对比度高的正弦条纹,避免条纹的正弦畸变。在平行光波阵面调制下,通过相控阵调节两光束交会角度得到所需的条纹频率,实现条纹投影的可调性,再将调制后双频应用到解包裹中提高解相精度。对比分析了单频和双频解包裹条件下,一个最大高度为35.80 mm物体形貌的恢复,其最高点恢复相对误差分别为2.7%、1.6%。实验结果表明该方法具有有效性与可行性,具有较高的精度。     

双频光栅轮廓术的研究

在投影栅相位法轮廓检测中,当物体含突变部分时,包裹相位很难准确恢复,对此可用双频变精度技术来解决。如果用两种不同频率光栅分两次进行测量,无疑增加了测量负担,也无法满足实时检测的要求。提出用软件生成两种不同频率成分的复合正弦光栅,用液晶投影仪投影,针对不同物体具体突变部分的情况,可灵活生成各种不同灵敏度的复合光栅。只采一次图像就可以达到以往双频技术中多次采集的效果,该法具有快速和去包裹精度高的特点。最后,进行了实验测试,结果非常满意。     

提高多频条纹投影相位提取精度的反向误差补偿法

为了减小光栅投影三维测量系统中数字投影仪的非线性响应引起的相位误差,提出了一种提高物体相位测量精度和速度的多频条纹反向相位误差补偿方法。该方法通过投影与最高频率相同且具有特定相移量的补偿相移条纹图,获取相位误差大小相等,符号相反的两幅主值相位图,二者运算后误差得以抵消,与多频法相结合从而得到精确的绝对相位值。采用标准平面对提出的方法进行实验验证,并与最近提出的希尔伯特变换补偿方法以及典型相位补偿方法进行比较。实验结果表明,所提方法能有效提高相位测量的精度和速度。通过对自由曲面以及表面不连续物体进行相位误差补偿,进一步验证了该方法的可行性和有效性。     

一种从粗到精逐步细化的变尺度光栅投影测量方法

传统的光栅投影法依靠相移法进行测量,对绝对相位的计算需要应用解包裹算法完成。由于解包裹算法要求空间相位具有连续性,因此不适合高度变化显著的物体的测量。针对该问题,提出一种多尺度条纹投影测量的方法,直接获取高密度条纹投影的绝对相位。通过对高密度64周期条纹扫描投影测量相位的二次拟合曲线的实验处理,在绝对相位 [-201,201]的变化范围内,拟合标准差达到0.096 63 rad的精度。     

基于正弦和三角波条纹投影的三维测量方法

在现有的针对复杂物体表面形貌的三维测量方法中, 为了完成绝对相位的测量, 通常需要处理至少6幅条纹图像, 限制了测量速度。提出了采用2幅正弦条纹和2幅三角波条纹图来获得物体三维形貌的方法。利用两步相移正弦条纹和两步相移三角条纹得到截断相位, 再利用两步相移三角波条纹得到条纹级次, 减少了投影条纹幅数, 提高测量速度。在得到条纹级次时, 计算三角波条纹强度调制和强度对比度, 与计算相位相比, 可以减少数据处理的时间, 进一步提高测量速度, 同时能减小物体表面反射率的影响, 提高了测量精度。测量最大高度为39 mm的阶梯状标准块, 得到的最大绝对误差和最大的RMS误差分别为0.045 mm和0.041 mm。验证了该方法的有效性和实用性, 在高速实时的复杂形貌三维测量中有广泛的应用前景。     

基于相位预测的在线三维测量像素匹配方法

物体的运动使变形条纹图中物体像素点不对应,因此需要对物体做像素匹配。提出了一种基于相位预测的在线三维测量像素匹配方法。仅投一帧正弦光栅条纹到在线运动的物体上,CCD同步采集相同步距时刻受物体调制的变形条纹图。采用傅里叶变换轮廓术(FTP)方法对采集的变形条纹预测物体不同位置的相位信息,并以该相位信息的特征做像素匹配,实现了物体在各帧条纹图中的像素一一对应,同时匹配后的变形条纹产生等效的等步相移,进而采用等步长相移算法来重构在线运动物体的三维面形。计算机模拟与实验验证了该方法的有效性和可行性。同时,与在线FTP方法进行比较,在线FTP方法和本文方法的均方根误差分别为1.013mm和0.024mm,表明该方法对在线三维测量具有较高的测量精度。     

一种新的双频光栅轮廓术

物体含突变部分时,包裹相位很难准确恢复.若用双频光栅技术分两次测量,测量次数增加,不符合实时要求.提出用软件方法生成含两种不同频率的复合光栅,用液晶投影仪投影.针对不同物体突变情形,生成各种不同灵敏度的复合光栅.只一次采集,就达到过去双频多次采集的效果.两幅不同灵敏度的相位图可同时获取,相位去包裹时高精度光栅相位不确定性由粗光栅对应相位修正.最后,进行了实验测试.结果表明,新方法具有速度快、精度高、测试范围广等特点.     

基于几何约束的自适应相位解包裹算法

提出一种通过相机和投影仪的空间几何约束来展开相位包裹的方法,只需要对结构光投影测量系统进行标定,不需要进行传统的时间或空间相位展开.通过投影单周期条纹得到物体的大致高度信息以确定虚拟深度平面,在虚拟平面z0min处,根据结构光系统的标定参数创建最小绝对相位图,物体的包裹相位逐像素与进行比较,即确定条纹级数,实现相位解包裹.该方法具有良好的鲁棒性,对硬件要求低,采集图像少并且不需要额外的物体来获得z0min,能够实现自适应动态测量.实验结果表明,在同等条件下,与传统时间相位展开方法相比,该方法的相对误差降低了14.33%,同时简化了测量方法,能够有效实现物体的三维形貌测量.     

Iterative two-step temporal phase-unwrapping applied to high sensitivity three-dimensional profilometry

Although temporal phase unwrapping method can be applied to solve some problems to measure an object with steep shapes, isolated parts or fringe undersampling in three-dimensional (3D) shape measurement, it needs to acquire and process a sequence of fringe pattern images which would take much time. Servin et al. proposed a 2-step temporal phase unwrapping algorithm, which only needs the 2 extreme phase-maps to achieve exactly the same results as standard temporal unwrapping method. But this method is only validated by computer simulation, shortage of experimental demonstration, its sensitivity coefficient G is limited, and it cannot be used when the G value is larger. We proposed an iterative two-step temporal phase-unwrapping algorithm which is an extension of Servin׳s method. First, add a fringe pattern with an intermediate sensitivity, project the fringe patterns of different sensitivity onto the tested object’s surface, and collect deformed fringe patterns with a CCD camera. Then we obtain the unwrapped phase with larger sensitivity coefficient G by cascading the sensitivity coefficients. And we derive the initial phase conditions of the 2-step temporal phase unwrapping algorithm. Finally, the experimental evaluation is conducted to prove the validity of the proposed method. The results are analyzed and compared with Servin׳s method. The experimental results show that the proposed method can achieve higher sensitivity and more accurate measurement, and it can overcome the main disadvantages encountered by Servin׳s method.     

Study on Fourier transforms profilometry based on bi-color projecting

Projecting a bicolor sinusoidal fringe pattern consisting of two interlaced RGB format base color fringe patterns with π phase difference onto an object thought digital light projector, we can capture a deformed color pattern by color digital camera, then decode two individual sinusoidal fringe patterns with π phase difference by color-separating technique. Accessing these two fringe patterns, not only are zero-order spectra eliminated, but mask function is also built to mark valid unwrapping area in FTP, automatically.Moreover, because the wrapped phase just inside the valid areas is needed unwrapping, we can mark these areas with mask function, which avoids the error transferring resulting from unwrapping the invalid areas and shortens the unwrapping time. Furthermore, in Fourier transform processing, the full-field deformed fringe pattern generally needed to guarantee measurement precision can be formed by expanding non-full-field fringe pattern captured using the mask function.     

Discuss the measuring range of dual-frequency wavelet transform profilometry

We discuss the structure condition and sampling condition of wavelet transform profilometry (WTP) based on dual-frequency fringe pattern in this work. In the mentioned method a grating fringe with dual-frequency components is projected onto an object. And two wavelet ridge lines can be extracted by means of wavelet analysis, from which we can calculate two groups of wrapped phase information. Afterwards the retrieved phase with higher precision can be obtained through phase unwrapping process. However, it should be noted that the spectral aliasing of the deformed fringe pattern must be avoided in order to restore the correct phase information. And the two fringe carrier frequencies have to obey some rules as well. In this paper, the structure condition and sampling condition of the proposed method is deduced from the point of view of frequency analysis. It is proven that there would be no frequency overlapping in the deformed fringe pattern only when both of the two conditions mentioned previously are fulfilled. The results of computer simulations and experiments verify the validity of our theory.     

嵌入式三维数字成像系统

提出一种基于数字信号处理器(DSP)的嵌入式三维数字成像系统设计方案。该方案的硬件平台由条纹投影模块、数据采集模块、条纹自动分析模块及储存器等其他辅助电路组成。条纹投影模块将DSP输出的正弦光栅条纹, 经视频编码后用DLP投射到物体表面; 数据采集模块通过CCD相机采集被物体表面三维信息调制后的变形条纹图, 并进行视频解码; 条纹自动分析模块中利用相移算法计算折叠相位, 再结合相位展开算法求绝对相位分布。系统软件采用多线程技术并行控制三个模块。在相位解调过程中以软件流水线为主综合运用了循环展开、数据预取和内联函数等多种方法优化解调程序。实验结果表明, 该系统可以高速、准确地实现三维轮廓测量,优化后相位展开程序速度是优化前的7倍。     

A correlation-based phase unwrapping method for Fourier-transform profilometry

A new phase unwrapping algorithm based on correlation map for Fourier-transform profilometry (FTP) method is presented in this paper. It is a quality-guided phase-unwrapping method. The modulation is used as an effective parameter to indicate the reliability of the fringe image for the quality-guided phase-unwrapping method. A filtering window is introduced to calculate the modulation easily. A correlation-map function is proposed to calculate the reliability of the fringe image and to avoid choosing the width of the window in calculating the modulation. As the value of the correlation-map function is lower in areas of the local shadow and abrupt discontinuity than that in other areas, the correlation-map function is used as a guide to find the optimized phase-unwrapping path. The experimental results show that the method is feasible.     

Three-dimensional profile measurement of the blade based on surface structured light

As the blade must have precise size and accurate shape, three-dimensional profile measurement of the blade is very important. In this paper, three-dimensional profile measurement method of the blade based on surface structured light is proposed. A new phase unwrapping method is also proposed. This encoding method combined coding fringe pattern with the four-step phase-shifting method, the coding information is embedded into the phase, which can be used to determine fringe order for absolute phase retrieval. The encoding method is simple and easy to implement, so the phase unwrapping of the blade can be quickly perform. The experimental and simulation results show that the method can achieve a high precision, high speed and low cost three-dimensional profile measurement of the blade.