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Dynamic scattering medium-assisted optical encryption using single-pixel imaging with Hermite-Gaussian illumination 赫米高斯照明下单像素成像的动态散射介质辅助光学加密
IF 3.7 2区 工程技术 Q2 OPTICS Pub Date : 2026-06-01 Epub Date: 2026-02-12 DOI: 10.1016/j.optlaseng.2026.109685
Zinan Huang, Menghao Jia, Jixin Qiu, Bijun Xu, Xiaogang Wang
We propose an optical encryption scheme that utilizes single-pixel imaging (SPI) with Hermite-Gaussian (HG) Illumination through dynamic scattering. In the encryption process, two images containing the parameters used to generate the HG patterns are converted into a single hologram using the gradient descent algorithm. Then, both the HG patterns and the hologram are combined to form the illumination pattern sequence for encrypting the secret image through a dynamic scattering medium in the SPI system. After that, the collected bucket signals are digitally fused with the hologram data to generate the ciphertext. During the decryption process, the bucket signal and the hologram are first extracted from the ciphertext. The parameters within the two original images can be holographically reconstructed, which subsequently allows for the generation of the HG patterns. Subsequently, the extracted bucket signal undergoes a correction algorithm to remove the disturbances caused by the dynamic scattering medium. Finally, the HG patterns and the rectified bucket signal jointly reconstruct the target secret image. Experimental results are presented to validate the effectiveness and security of the proposed scheme.
我们提出了一种通过动态散射利用单像素成像(SPI)和厄米高斯(HG)照明的光学加密方案。在加密过程中,使用梯度下降算法将包含用于生成HG图案的参数的两幅图像转换为单个全息图。然后,在SPI系统中,将HG图案与全息图结合形成照明图案序列,通过动态散射介质对秘密图像进行加密。然后将采集到的桶信号与全息图数据进行数字融合生成密文。在解密过程中,首先从密文中提取桶信号和全息图。两个原始图像中的参数可以全息重建,随后允许生成HG模式。随后,对提取的桶状信号进行校正算法,去除动态散射介质引起的干扰。最后,利用HG模式和校正后的桶信号共同重建目标秘密图像。实验结果验证了该方案的有效性和安全性。
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引用次数: 0
Electrically tunable benchtop microscope integrating TIE-based phase imaging and edge AI analysis 集成基于tie的相位成像和边缘AI分析的电动可调台式显微镜
IF 3.7 2区 工程技术 Q2 OPTICS Pub Date : 2026-06-01 Epub Date: 2026-02-04 DOI: 10.1016/j.optlaseng.2026.109659
Hsieh-Fu Tsai , Soumyajit Podder , I-Ming Chang , Mao-Chang Ho
Optical microscopy is a pivotal technique for biomedical discovery, yet many high-performance instruments remain bulky and poorly suited for live-cell imaging and on-site computational analysis. This limits their accessibility and practical use in experiments requiring quantitative assessment of cellular dynamics. To address these challenges, we present a compact benchtop microscope that integrates an electrically tunable liquid lens (ETL), transport-of-intensity-equation (TIE)–based phase imaging, and edge-based artificial intelligence (AI) analysis within a single platform. A compact 2 ×  objective combined with an electrowetting ETL enables rapid, vibration-free axial defocus control with a measured magnification variation of 3.3 ± 0.2% over a 5.9 mm focal range, facilitating electronic acquisition of defocused intensity images required for TIE-based phase recovery. The 20 cm-tall modular system incorporates transparent heater–based environmental control for microfluidic cell culture and supports optional dual-channel fluorescence and wide-field imaging modules. For automated analysis, the microscope is coupled to an edge AI device that performs on-device cell segmentation, classification, and tracking from in-focus bright-field images using a convolutional neural network. By combining ETL-based electronic defocus, non-interferometric phase imaging, and edge-based bright-field image analysis in a compact form factor, the system provides label-free phase visualization alongside low-latency AI-assisted analysis, offering a practical and compact personal microscopy solution for research, education, and training applications.
光学显微镜是生物医学发现的关键技术,但许多高性能仪器仍然体积庞大,不适合活细胞成像和现场计算分析。这限制了它们在需要细胞动力学定量评估的实验中的可及性和实际应用。为了应对这些挑战,我们提出了一种紧凑型台式显微镜,该显微镜将电可调液体透镜(ETL)、基于强度传递方程(TIE)的相位成像和基于边缘的人工智能(AI)分析集成在一个平台中。紧凑的2 × 物镜与电润湿ETL相结合,可实现快速,无振动的轴向离焦控制,在5.9 mm焦距范围内测量的放大变化为3.3 ± 0.2%,便于电子采集基于tie的相位恢复所需的离焦强度图像。20厘米高的模块化系统集成了透明的基于加热器的微流体细胞培养环境控制,并支持可选的双通道荧光和宽视场成像模块。为了进行自动化分析,显微镜与边缘人工智能设备耦合,该设备使用卷积神经网络从聚焦的亮场图像中执行设备上的细胞分割、分类和跟踪。通过将基于etl的电子离焦、非干涉相位成像和基于边缘的亮场图像分析结合在一个紧凑的外形因素中,该系统提供无标签相位可视化以及低延迟ai辅助分析,为研究、教育和培训应用提供实用而紧凑的个人显微镜解决方案。
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引用次数: 0
Automatic refocusing method for nanoscale topographic measurement by optical coherence tomography 光学相干层析成像纳米尺度地形测量的自动重聚焦方法
IF 3.7 2区 工程技术 Q2 OPTICS Pub Date : 2026-06-01 Epub Date: 2026-01-19 DOI: 10.1016/j.optlaseng.2026.109636
Di Yang , Zhuoqun Yuan , Xinyi Li , Yapeng Sun , Qiunan Yang , Yanmei Liang
Surface topography influences the functional properties of material interfaces, including optical, mechanical, and biological properties. Nanoscale topographic measurement is essential for precision manufacturing and surface defect analysis. While optical coherence tomography (OCT) offers a millimeter-scale field of view without mechanical scanning, its effective topographic measurement range is limited by a shallow depth of focus. Defocusing could degrade the accuracy and resolution of the topographic measurement. To address this limitation, we proposed an automatic refocusing method for nanoscale topographic measurement with a large axial measurement range. By analyzing the frequency of topographic information, we identified a robust frequency feature, termed averaging low-frequency intensity, that enables precise estimation of defocus distance. Based on this, a refocusing algorithm is developed to automatically determine and correct defocus without additional hardware. Experimental results of a USAF resolution target demonstrated that the proposed method can extend the axial measurement range up to six times the depth of focus while preserving lateral resolution and suppressing side lobes. Further validation on scratched glass showed that the method can accurately recover nanoscale surface damage at a 6 times defocus position. Finally, the measurement results of the metal with a rough surface demonstrated that the proposed method can recover the nanoscale topography of complex samples under defocus. This approach offers a promising solution for high-precision surface profiling in industrial inspection and biomedical imaging.
表面形貌影响材料界面的功能特性,包括光学、机械和生物特性。纳米尺度的形貌测量是精密制造和表面缺陷分析的必要条件。虽然光学相干层析成像(OCT)提供了毫米尺度的视场,而无需机械扫描,但其有效的地形测量范围受到浅焦深度的限制。离焦会降低地形测量的精度和分辨率。为了解决这一问题,我们提出了一种用于大轴向测量范围的纳米尺度地形测量的自动重聚焦方法。通过分析地形信息的频率,我们确定了一个鲁棒的频率特征,称为平均低频强度,可以精确估计离焦距离。在此基础上,提出了一种无需额外硬件即可自动确定和校正离焦的重聚焦算法。USAF分辨率目标的实验结果表明,该方法可以将轴向测量范围扩展到6倍焦深,同时保持横向分辨率和抑制侧瓣。对划痕玻璃的进一步验证表明,该方法可以准确地恢复6倍离焦位置的纳米级表面损伤。最后,对粗糙表面金属的测量结果表明,该方法可以恢复复杂样品在离焦下的纳米级形貌。这种方法为工业检测和生物医学成像中的高精度表面轮廓分析提供了一种有前途的解决方案。
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引用次数: 0
A criterion for assessing spatial resolution in digital image correlation: Applications to conventional, Gaussian-weighted, and deep learning-based methods 评估数字图像相关中空间分辨率的标准:在传统、高斯加权和基于深度学习方法中的应用
IF 3.7 2区 工程技术 Q2 OPTICS Pub Date : 2026-06-01 Epub Date: 2026-01-19 DOI: 10.1016/j.optlaseng.2026.109631
Zhichen Tang , Canyu Zhu , Guanyu Cheng , Shihai Lan , Yong Su
Accurate characterization of spatial resolution is essential for assessing the performance of digital image correlation (DIC) methods. Inspired by the classical Rayleigh criterion, this study considers a double-step displacement field and defines the spatial resolution as the separation at which two adjacent displacement discontinuities can just be resolved in the measured strain field. Based on this definition, theoretical models are developed to quantify the spatial resolution. For conventional DIC with a subset size of 2M+1, the spatial resolution for the first-order shape function is approximately 2M+2, while that for the second-order shape function is about 0.66(2M+1). For Gaussian-weighted DIC with a weighting radius of R, the spatial resolution is approximately 2R for the first-order shape function and 1.53R for the second-order shape function. The proposed criterion is further applied to deep learning-based DIC methods (e.g., U-DICNet, DICTr, and USDICNet) to demonstrate its universality. In summary, this work establishes a physically grounded and quantitatively reliable framework for evaluating spatial resolution in conventional, weighted, and learning-based DIC methods, with potential applications in performance assessment, algorithm optimization, and parameter selection.
准确表征空间分辨率是评估数字图像相关(DIC)方法性能的关键。受经典瑞利准则的启发,本研究考虑双步位移场,并将空间分辨率定义为在测量应变场中两个相邻位移不连续点可以被解析的分离点。在此基础上,建立了量化空间分辨率的理论模型。对于子集大小为2M+1的常规DIC,一阶形状函数的空间分辨率约为2M+2,而二阶形状函数的空间分辨率约为0.66(2M+1)。对于加权半径为R的高斯加权DIC,一阶形状函数的空间分辨率约为2R,二阶形状函数的空间分辨率约为1.53R。提出的标准进一步应用于基于深度学习的DIC方法(如U-DICNet、dicr和USDICNet),以证明其通用性。总之,本研究为传统、加权和基于学习的DIC方法的空间分辨率评估建立了一个物理基础和定量可靠的框架,在性能评估、算法优化和参数选择方面具有潜在的应用前景。
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引用次数: 0
Review of system modeling and calibration technologies for specular/diffuse composite surface metrology 高光/漫射复合表面测量系统建模与标定技术综述
IF 3.7 2区 工程技术 Q2 OPTICS Pub Date : 2026-06-01 Epub Date: 2026-01-29 DOI: 10.1016/j.optlaseng.2026.109662
Yanling Li , Feng Gao , Yongjia Xu , Matthew Hill , Yubo Ni , Nan Gao , Zhaozong Meng , Zonghua Zhang , Xiangqian Jiang
Geometric optics based optical phase measuring techniques, most prominently fringe projection profilometry (FPP) and phase measuring deflectometry (PMD), have been widely researched for three-dimensional (3D) shape measurement of both diffuse and specular surfaces owing to their advantages of non-contact, speed, and accuracy. FPP is well suited for the measurement of diffuse surfaces, while PMD excels in the measurement of specular surfaces. Various system models and calibration methods for the measurement of composite surfaces have been detailed in literature; however, a comparative overview of the strengths and weaknesses of viable measurement models, calibration methods and application scenarios are lacking. In this work, a review of the advancements in composite surface measurement is presented. Firstly, the fundamental principles of different models are reviewed and categorized, with a comparative analysis of their advantages, limitations, and future development directions. Then, existing calibration techniques are systematically summarized and classified according to their logical relationships, identifying their strengths, weaknesses, and remaining challenges to guide future research. Furthermore, accuracy verification and error compensation strategies for composite surface measurement systems are comprehensively summarized, revealing current research gaps. Finally, future development trends and potential research directions in composite surface measurement and calibration are discussed to address practical challenges such as in-situ measurement in industrial manufacturing, and to provide valuable insights for subsequent studies.
基于几何光学的光学相位测量技术,最突出的是条纹投影轮廓法(FPP)和相位测量偏转法(PMD),由于其非接触、快速和准确的优点,在漫反射和镜面的三维形状测量中得到了广泛的研究。FPP非常适合于漫射表面的测量,而PMD则擅长于镜面的测量。文献中详细介绍了复合材料表面测量的各种系统模型和校准方法;然而,缺乏对可行的测量模型、校准方法和应用场景的优缺点的比较概述。本文综述了复合表面测量的研究进展。首先,对不同模型的基本原理进行了回顾和分类,并对其优势、局限性和未来发展方向进行了比较分析。然后,根据现有的校准技术之间的逻辑关系,对现有的校准技术进行了系统的总结和分类,确定了它们的优势、劣势和存在的挑战,以指导未来的研究。此外,对复合表面测量系统的精度验证和误差补偿策略进行了全面总结,揭示了目前的研究空白。最后,讨论了复合材料表面测量与校准的未来发展趋势和潜在的研究方向,以解决工业制造中原位测量等实际挑战,并为后续研究提供有价值的见解。
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引用次数: 0
Ultra-broadband achromatic metalens based on polarization conversion metasurface 基于偏振转换超表面的超宽带消色差超透镜
IF 3.7 2区 工程技术 Q2 OPTICS Pub Date : 2026-06-01 Epub Date: 2026-02-09 DOI: 10.1016/j.optlaseng.2026.109680
Mustafa Kirlar, Mustafa Turkmen
A theoretical analysis of an ultra-broadband metalens is presented. The proposed metalens, composed of tungsten disulfide (WS₂) nanofins positioned on a glass substrate, is capable of focusing light across an exceptionally wide spectral range from 450 to 1700 nm. WS₂ is chosen for its high refractive index and good optical performance within this range. The metalens is designed using the finite-difference time-domain (FDTD) method based on the Pancharatnam–Berry (P-B) phase principle. Unlike previous studies, this work demonstrates a single metalens design capable of broadband focusing across the 450–1700 nm wavelength range. The results reveal high and stable numerical aperture values across the designed wavelengths, along with a remarkable polarization conversion efficiency of up to 99.2 % for the metalens unit cell. Despite operating over a very broad bandwidth, the metalens achieves diffraction-limited focusing for nearly all designed wavelengths. Furthermore, it exhibits a focusing efficiency reaching 62 % and maintains a high numerical aperture of approximately 0.91, indicating excellent optical performance within the targeted range. Additionally, the chromatic aberration (3.3 %) remains very low across the 450–1700 nm spectrum. The demonstrated diffraction-limited focusing, minimal chromatic aberration, high numerical aperture, and outstanding polarization conversion efficiency (PCE) highlight the potential of this design for advanced nanophotonic applications in the visible and near-infrared regions.
对超宽带超构透镜进行了理论分析。所提出的超构透镜由二硫化钨(WS₂)纳米鳍组成,位于玻璃基板上,能够在450至1700 nm的极宽光谱范围内聚焦光。选择WS₂是因为它在这个范围内具有高折射率和良好的光学性能。采用基于Pancharatnam-Berry (P-B)相位原理的时域有限差分(FDTD)方法设计了超构透镜。与之前的研究不同,这项工作展示了一种能够在450-1700纳米波长范围内宽带聚焦的单超透镜设计。结果表明,在设计的波长范围内,超构透镜单元电池的数值孔径值高且稳定,偏振转换效率高达99.2%。尽管工作在一个非常宽的带宽,超透镜实现衍射限制聚焦几乎所有的设计波长。此外,它的聚焦效率达到62%,并保持约0.91的高数值孔径,在目标范围内具有良好的光学性能。此外,在450-1700 nm光谱范围内,色差(3.3%)仍然很低。所展示的衍射限制聚焦、最小色差、高数值孔径和出色的偏振转换效率(PCE)突出了该设计在可见光和近红外区域先进纳米光子应用的潜力。
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引用次数: 0
Subspace joint parameter estimation algorithm based on hilbert transform for constructing analytical signals in high-precision multi-surface phase-shifting interferometry 基于hilbert变换的高精度多面移相干涉分析信号子空间联合参数估计算法
IF 3.7 2区 工程技术 Q2 OPTICS Pub Date : 2026-06-01 Epub Date: 2026-02-12 DOI: 10.1016/j.optlaseng.2026.109681
Qichao Shen , Fangjun Xie , Shenghuan Jin , Donghui Zhang , Feng Wang , Yingjie Yu , Lin Chang
n advanced manufacturing and precision metrology, accurate measurement of the surface topography of each surface within transparent parallel optical components is crucial for controlling device performance. Multi-surface wavelength-tuned interferometry often suffers from spectral crowding and severe crosstalk due to the superposition of harmonic signals. Conventional FFT-based analysis is prone to spectral leakage under conditions of low signal-to-noise ratio (SNR) and non-integer period sampling, making it difficult to ensure measurement accuracy. To address these challenges, we propose a Hilbert-subspace Joint Parameter Estimation for Multi-surface Phase-shifting Interferometry (HJPE-MPI) algorithm. This algorithm utilizes the Hilbert transform to construct analytic signals, which are then used to form a Hankel matrix for subspace decomposition, enabling high-resolution frequency estimation of sampled interference signals. The estimated frequency offsets are subsequently used to correct the amplitude and phase of the harmonic components corresponding to each surface, thereby enabling joint and precise parameter localization. Simulation and experimental results demonstrate that the proposed method significantly outperforms conventional algorithms in the estimation accuracy of frequency, phase, and amplitude for multi-harmonic interference signals, and exhibits excellent repeatability and stability in measurements of a 30 mm-thick transparent plate.
利用先进的制造技术和精密的测量技术,精确测量透明平行光学元件内部各表面的表面形貌对于控制器件性能至关重要。由于谐波信号的叠加,多表面波长调谐干涉测量常常存在频谱拥挤和严重的串扰问题。传统的基于fft的分析在低信噪比和非整数周期采样条件下容易出现频谱泄漏,难以保证测量精度。为了解决这些问题,我们提出了一种hilbert -子空间联合参数估计多面移相干涉(hpe - mpi)算法。该算法利用希尔伯特变换构造解析信号,然后将其用于形成汉克尔矩阵进行子空间分解,从而实现采样干扰信号的高分辨率频率估计。估计的频率偏移随后用于校正每个表面对应的谐波分量的幅度和相位,从而实现联合和精确的参数定位。仿真和实验结果表明,该方法在多谐波干扰信号的频率、相位和幅度估计精度上明显优于传统算法,并在30 mm厚透明板的测量中表现出良好的重复性和稳定性。
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引用次数: 0
Improving 3D measurement accuracy of fringe projection profilometry for complex textured objects by reducing projector-camera pixel matching errors 通过减小投影-相机像素匹配误差,提高复杂纹理物体条纹投影轮廓术三维测量精度
IF 3.7 2区 工程技术 Q2 OPTICS Pub Date : 2026-06-01 Epub Date: 2026-01-31 DOI: 10.1016/j.optlaseng.2026.109661
Chenbo Zhang , Guangjian Wang , Zongxing Gong , Hengyi Lei , Peng Gong
Fringe projection profilometry (FPP) is a widely employed non-contact 3D measurement technique. In a triangulation-based single-projector-camera configuration FPP system, phase establishes the pixel correspondence between the camera and projector to achieve 3D reconstruction. However, when measuring objects with complex textures, significant height jumps occur near reflectance discontinuity boundaries, substantially affecting measurement accuracy. Analysis indicates that camera defocusing and reflectance discontinuity jointly generate phase artifact error, leading to pixel matching error and ultimately causing height jump. From the perspective of reducing matching error, this paper proposes a height jump error compensation method based on epipolar constraint. First, a one-dimensional model of phase artifact error is established, and an analytical expression is derived, revealing the correlation of phase artifact error in orthogonal phase-shifting fringes with identical frequency. Based on this, the relationship between horizontal and vertical coordinate offset error in the projector coordinate system is derived, and iterative compensation is applied to the horizontal coordinate of the projector pixel in conjunction with epipolar constraint, effectively reducing matching error and improving the 3D measurement accuracy of complex textured objects. Quantitative and qualitative experiments demonstrate the effectiveness of the proposed method, with quantitative experiments showing that the proposed method reduces texture-induced height jump error by 67.33%.
条纹投影轮廓术(FPP)是一种应用广泛的非接触式三维测量技术。在基于三角测量的单投影机-摄像机配置FPP系统中,相位建立摄像机和投影机之间的像素对应关系,实现三维重建。然而,当测量具有复杂纹理的物体时,在反射不连续边界附近会出现明显的高度跳跃,严重影响测量精度。分析表明,相机离焦和反射不连续共同产生相位伪影误差,导致像素匹配误差,最终导致高度跳跃。从减小匹配误差的角度出发,提出了一种基于极面约束的跳高误差补偿方法。首先,建立了相位伪影误差的一维模型,推导了相位伪影误差的解析表达式,揭示了同频正交移相条纹中相位伪影误差的相关性;在此基础上,推导了投影机坐标系中水平坐标与垂直坐标偏移误差的关系,并结合极极约束对投影机像素的水平坐标进行迭代补偿,有效降低了匹配误差,提高了复杂纹理物体的三维测量精度。定量和定性实验验证了该方法的有效性,定量实验表明,该方法将纹理引起的高度跳跃误差降低了67.33%。
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引用次数: 0
Robust polarimetric image restoration for underwater concrete defect inspection in turbid environments 浑浊环境下水下混凝土缺陷检测的鲁棒极化图像恢复
IF 3.7 2区 工程技术 Q2 OPTICS Pub Date : 2026-06-01 Epub Date: 2026-02-02 DOI: 10.1016/j.optlaseng.2026.109669
Yunmei Jiao , Huifeng Wang , Hao Du , Yuanhe Shan , Zefeng Pan , Chengyan Zhang , He Huang
Visual inspection of underwater infrastructure is severely hampered by image degradation from light scattering in turbid media, which obscures critical surface defects. To address this engineering challenge, this paper proposes a robust visual enhancement method based on polarization imaging. The proposed framework operates through two primary stages. The first stage involves physical parameter estimation, where a DoP-Guided Hierarchical Quadtree Background Light Estimation (DHQBLE) technique is developed, and scene depth is robustly estimated by jointly optimizing the red channel prior, the Polarization Gradient Direction Field (PGDF), and multi-channel attenuation differences. The second stage focuses on adaptive feature fusion, implemented through a Multi-scale Decomposition Fusion with Contrast Consistency (MDF-CC) framework that adaptively integrates intensity and polarization features to enhance image contrast and restore fine structural details. Comprehensive experiments were conducted on self-built and real-world underwater datasets, encompassing various defect types (cracks, holes, spalling) and environmental conditions (turbidity: 1.78–5.39 g/L; flow velocity: 2.65–4.42 m/s). The results demonstrate that the proposed method consistently outperforms state-of-the-art approaches, achieving superior quantitative (PSNR, SSIM, contrast, entropy) and qualitative performance. This confirms its effectiveness as a robust solution for high-fidelity optical inspection in complex underwater environments.
水下基础设施的目视检测受到浑浊介质中光散射导致的图像退化的严重阻碍,浑浊介质掩盖了关键的表面缺陷。为了解决这一工程难题,本文提出了一种基于偏振成像的鲁棒视觉增强方法。拟议的框架通过两个主要阶段运作。第一阶段涉及物理参数估计,开发了一种dopa制导的分层四叉树背景光估计(DHQBLE)技术,通过联合优化红色通道先验、极化梯度方向场(PGDF)和多通道衰减差来稳健地估计场景深度。第二阶段侧重于自适应特征融合,通过自适应融合强度和极化特征的多尺度分解融合对比度一致性(MDF-CC)框架实现,以增强图像对比度并恢复精细的结构细节。在自建和真实水下数据集上进行综合实验,包括各种缺陷类型(裂缝、孔洞、剥落)和环境条件(浊度:1.78-5.39 g/L,流速:2.65-4.42 m/s)。结果表明,所提出的方法始终优于最先进的方法,实现了优越的定量(PSNR, SSIM,对比度,熵)和定性性能。这证实了其作为复杂水下环境中高保真光学检测的鲁棒解决方案的有效性。
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引用次数: 0
A Photometric approach to Digital Image Correlation with a Super-Resolved digital twin (SR-PhDIC) 利用超分辨数字孪生体(SR-PhDIC)实现数字图像相关的光度法
IF 3.7 2区 工程技术 Q2 OPTICS Pub Date : 2026-06-01 Epub Date: 2026-02-02 DOI: 10.1016/j.optlaseng.2026.109666
Lucas Person , Théo Sentagne , Raphaël Fouque , Robin Bouclier , John-Eric Dufour , Jean-Charles Passieux , Jean-Noël Périé
Digital Image Correlation typically involves deforming a pixelated image in order to compare its grey levels with those of another image. To achieve sub-pixel accuracy, grey-level interpolation is required. However, this interpolation is non-physical and introduces biases that become particularly detrimental under finite strains. In this work, we propose an alternative photometric approach that entirely avoids interpolation, grounded in a rigorous formulation of the direct image formation problem. The inverse problem is then posed as the joint estimation of a super-resolved digital twin—representing the scene and sensor characteristics—and the displacement fields. Both are estimated by minimising a single cost function that compares all available real images to their synthetic counterparts generated through a physically based rendering model. This minimisation is performed using an efficient alternating minimisation scheme. Several two-dimensional test cases are analysed, demonstrating that the proposed method is effectively unbiased and exhibits significantly lower uncertainties than state-of-the-art DIC techniques.
数字图像相关通常涉及到对像素化图像进行变形,以便将其灰度级别与另一图像的灰度级别进行比较。为了达到亚像素精度,需要灰度级插值。然而,这种插值是非物理的,并且引入了在有限应变下特别有害的偏差。在这项工作中,我们提出了一种替代的光度法,完全避免了插值,基于直接图像形成问题的严格公式。然后将反问题提出为一个超分辨数字孪生体(代表场景和传感器特性)和位移场的联合估计。两者都是通过最小化单个成本函数来估计的,该函数将所有可用的真实图像与通过基于物理的渲染模型生成的合成图像进行比较。这种最小化是使用有效的交替最小化方案来执行的。分析了几个二维测试用例,证明了所提出的方法是有效的无偏的,并且比最先进的DIC技术具有更低的不确定性。
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引用次数: 0
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