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3D profilometric object detection in turbid water using integral imaging and deep neural networks. 基于积分成像和深度神经网络的浑浊水中三维轮廓目标检测。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.583889
Alex Maric, Xin Shen, Gregory Aschenbrenner, Bahram Javidi

We evaluate a three-dimensional (3D) object detection system for operation in turbid water based on 3D profilometric Integral Imaging (InIm) and a deep neural network. While conventional InIm computational reconstruction provides the two-dimensional (2D) slices of the 3D scene at specific 2D depth planes, 3D profilometry allows visualization of the 3D surface from unique perspectives. In the proposed method, we develop a deep neural network-based red, green, blue-depth (RGB-D) object detection framework using passive 3D profilometry under turbid conditions. An image sensor on a moving platform captures multiple 2D perspective images of the 3D scene, from which a depth map is statistically estimated. The captured perspective image and the estimated depth map are then fused to generate a four-channel RGB-D image for 3D object detection in turbidity. Comparative experiments are conducted and demonstrate that the proposed 3D profilometry-based approach outperforms both 2D imaging and conventional 3D InIm-based reconstruction across various turbidity levels evaluated. To the best of our knowledge, this is the first report on InIm 3D profilometry for object detection in turbid water.

我们评估了一种基于三维轮廓积分成像(inm)和深度神经网络的浑浊水中三维(3D)目标检测系统。传统的inm计算重建在特定的2D深度平面上提供3D场景的二维(2D)切片,而3D轮廓术允许从独特的角度可视化3D表面。在提出的方法中,我们开发了一个基于深度神经网络的红、绿、蓝深度(RGB-D)目标检测框架,在浑浊条件下使用被动3D轮廓术。移动平台上的图像传感器捕获3D场景的多个2D视角图像,从中统计估计深度图。然后将捕获的透视图像和估计的深度图融合以生成四通道RGB-D图像,用于浊度中的3D目标检测。进行了对比实验,并证明了所提出的基于3D轮廓的方法在评估的各种浊度水平上优于2D成像和传统的基于3D inim的重建。据我们所知,这是第一份关于在浑浊水中检测物体的inm 3D轮廓术的报告。
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引用次数: 0
Close-up hyperspectral image focus stacking through Laplacian pyramid fusion. 基于拉普拉斯金字塔融合的近距离高光谱图像焦点叠加。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.588317
Daniel Synek, Lukáš Krauz, Petr Páta

Hyperspectral imaging has emerged as a tool for detailed spectral and image analysis, with applications in various fields. Initially developed for remote sensing applications, this technology utilizes hundreds of spectral channels and is increasingly being used also in laboratory settings. However, laboratory settings present significant challenges to conducting a detailed, close-range analysis of small samples due to the large image magnification of a hyperspectral system and its specified optics. A limited working distance of close-up hyperspectral imaging results in a shallow depth of field, causing blurred regions when imaging non-flat samples. This paper presents a computationally efficient multi-focal-plane fusion algorithm for hyperspectral images. The algorithm integrates complementary spatial information from different focal depths while preserving the reflectance of the original data. The core of the presented hyperspectral focus stacking method is based on Laplacian pyramid decomposition combined with local sharpness metrics using standard deviation statistics. The proposed approach is tuned by three control fusion parameters. These parameters are adjusted and optimized using selected non-reference image quality metrics, such as the naturalness image quality evaluator (NIQE), the perceptual image quality evaluator (PIQE), and the blind/referenceless image spatial quality evaluator (BRISQUE), as well as general global sharpness measures and the proposed local sharpness evaluation procedure. Experimental evaluations demonstrate that, with appropriate parameter settings, the fused hyperspectral image consistently exhibits higher gradient-based sharpness than any individual input image, while maintaining spectral integrity. This approach is ideal for close-up, hyperspectral-based laboratory analysis of a variety of samples with limited depth of field.

高光谱成像已经成为一种详细的光谱和图像分析工具,在各个领域都有应用。这项技术最初是为遥感应用而开发的,利用了数百个光谱通道,并越来越多地用于实验室环境。然而,由于高光谱系统的大图像放大倍率及其特定的光学器件,实验室环境对进行小样本的详细、近距离分析提出了重大挑战。近距离高光谱成像的工作距离有限,导致景深较浅,在成像非平面样品时造成区域模糊。提出了一种计算效率高的高光谱图像多焦平面融合算法。该算法融合了不同焦深的互补空间信息,同时保留了原始数据的反射率。本文提出的高光谱聚焦叠加方法的核心是基于拉普拉斯金字塔分解和基于标准差统计的局部清晰度度量。该方法通过三个控制融合参数进行调谐。这些参数通过选择的非参考图像质量指标进行调整和优化,如自然图像质量评估器(NIQE)、感知图像质量评估器(PIQE)和盲/无参考图像空间质量评估器(BRISQUE),以及一般的全局清晰度度量和建议的局部清晰度评估程序。实验评估表明,在适当的参数设置下,融合的高光谱图像在保持光谱完整性的同时,始终表现出比任何单独输入图像更高的基于梯度的清晰度。这种方法是理想的近距离,高光谱为基础的实验室分析各种样品有限的景深。
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引用次数: 0
Task-driven lens design. 任务驱动型镜头设计。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.588912
Xinge Yang, Qiang Fu, Yunfeng Nie, Wolfgang Heidrich

Classical lens design minimizes optical aberrations to produce sharp images, but is typically decoupled from downstream computer vision tasks. Existing end-to-end optical design learns optical encoding through joint optimization, but often suffers from an unstable training process. We propose task-driven lens design, what we believe to be a new optimization philosophy for joint optics-network systems. We freeze the pretrained vision model and optimize only the lens so that the image formation better fits the model's feature preferences. This network-frozen setting yields a low-dimensional and stable optimization process, enabling lens design from scratch without human intervention, thereby exploring a broader design space. Multiple computer vision experiments show that TaskLenses outperform classical ImagingLenses with the same or even fewer elements. Our analysis reveals that the learned optics exhibit long-tailed point spread functions, better preserving preferred structural cues when aberrations cannot be fully corrected. These results highlight task-driven design as a practical route for optical lenses that are compatible with modern vision models, and also inspire believed to be new optical design objectives beyond traditional aberration minimization.

经典镜头设计最大限度地减少光学像差,以产生清晰的图像,但通常从下游计算机视觉任务解耦。现有的端到端光学设计通过联合优化学习光学编码,但训练过程往往不稳定。我们提出任务驱动的镜头设计,我们相信这是一个新的优化理念,为联合光网络系统。我们冻结预训练的视觉模型,只优化镜头,使图像形成更符合模型的特征偏好。这种网络冻结的设置产生了低维度和稳定的优化过程,使镜头设计从头开始,无需人为干预,从而探索更广阔的设计空间。多个计算机视觉实验表明,tasklens在相同或更少元素的情况下优于传统的ImagingLenses。我们的分析表明,学习光学表现出长尾点扩展函数,当像差不能完全纠正时,可以更好地保留首选结构线索。这些结果突出了任务驱动设计作为与现代视觉模型兼容的光学透镜的实用路线,并激发了超越传统的最小化像差的新光学设计目标。
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引用次数: 0
Coherent line-beam LiDARs using polymer waveguide optical phased array. 聚合物波导相控阵相干线束激光雷达。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.588571
Jinung Jin, Eun-Su Lee, Kwon-Wook Chun, Min-Cheol Oh

By incorporating a polymer waveguide optical phased array (OPA) device emitting a line beam output, we demonstrated a coherent detecting LiDAR system. The OPA comprises 128 polymer-waveguide phase modulators, providing efficient low-power phase modulation. A line-beam output was emitted from the end-fired waveguide array of the OPA, which was driven by a directly modulated DFB laser with a linear chirp rate of 83 THz/s. An iterative linearization process of the chirp was incorporated for the precise measurement of Doppler-induced beat frequencies produced by a moving target. Compared to the conventional raster-scanning method, the proposed line beam scanning method could reduce the acquisition time for a 4D point cloud. With the fabricated OPA chip exhibiting an insertion loss of 6.5 dB and a field of view of 30° × 32°, simultaneous detection of distance and velocity was demonstrated in order to distinguish between stationary and moving targets.

通过结合聚合物波导光学相控阵(OPA)器件发射线光束输出,我们展示了一个相干探测激光雷达系统。OPA由128个聚合物波导相位调制器组成,提供高效的低功耗相位调制。由线性啁啾速率为83 THz/s的直调制DFB激光器驱动,OPA端发射波导阵列输出线束。为了精确测量运动目标产生的多普勒诱发拍频,采用了啁啾的迭代线性化过程。与传统的栅格扫描方法相比,所提出的线束扫描方法可以减少四维点云的采集时间。该芯片的插入损耗为6.5 dB,视场为30°× 32°,可以同时检测距离和速度,从而区分静止目标和运动目标。
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引用次数: 0
Single-shot common-path Fizeau interferometer for vibration-insensitive nanometric displacement measurement. 用于振动不敏感纳米位移测量的单次共程菲索干涉仪。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.590448
Qingze Chen, Xiaoyan Wang, Songjie Luo, Huiling Huang, Panfeng Ding, Huichuan Lin, Ziyang Chen, Jixiong Pu

We present a single-shot, common-path Fizeau interferometer for high-precision micro-displacement measurement. By integrating a wire-grid polarizer with a pixelated polarization camera, the system implements spatial polarization phase-shifting for real-time phase retrieval. The common-path configuration and single-exposure acquisition significantly enhance robustness against environmental vibrations and air turbulence. The polarization-multiplexing scheme enables single-exposure measurement, granting the system the capability for real-time dynamic displacement monitoring. Experimental results demonstrate that the proposed method is capable of measuring displacements as small as 2 nm with high repeatability. This compact, vibration-insensitive design offers a robust solution for dynamic nanometric metrology in precision engineering.

我们提出了一种用于高精度微位移测量的单次共程菲索干涉仪。该系统通过将线栅偏振器与像素化偏振相机相结合,实现空间偏振相移,实现实时相位恢复。共径配置和单曝光采集显著增强了对环境振动和空气湍流的鲁棒性。偏振多路复用方案支持单曝光测量,赋予系统实时动态位移监测的能力。实验结果表明,该方法能够测量小至2 nm的位移,且重复性高。这种紧凑,振动不敏感的设计为精密工程中的动态纳米计量提供了强大的解决方案。
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引用次数: 0
KHz rate 3D white light particle tracking with a tunable acoustic gradient (TAG) lens. 千赫率3D白光粒子跟踪与可调的声学梯度(TAG)镜头。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.588303
Rees P Verleur, Catriona M L White, Shishir Tumma, Timothee L Pourpoint, Daniel R Guildenbecher

This work develops a 70 kHz tunable acoustic gradient (TAG) lens and high-speed camera configuration for three-dimensional diagnostics of multiphase particle flows. The experimental scene is back-illuminated with a pulsed LED, driven by custom hardware, to capture images with variable phase delays with respect to the sinusoidal TAG lens focal sweep. Proposed calibration methodology and data processing techniques automate the 3D localization and tracking of particles recorded by this configuration. Capabilities are quantitatively assessed by investigating the conically expanding particle field produced by a vibrating nozzle, and good agreement between the statistics of the velocity components demonstrates comparable accuracy in the in-plane and optical depth directions. Finally, capabilities are demonstrated for a challenging and practical measurement of hypergolic reaction of nitrogen tetroxide (NTO) and monomethylhydrazine (MMH). TAG recordings are shown to provide finer depth resolution and reduced susceptibility to imaging noise compared to the common digital inline holography (DIH) diagnostic. The developed capabilities are expected to have widespread utility to future study of transient and 3D multiphase flows.

这项工作开发了一个70千赫可调声学梯度(TAG)镜头和高速相机配置,用于多相粒子流的三维诊断。实验场景由定制硬件驱动的脉冲LED反向照明,以捕获相对于正弦TAG透镜焦扫的可变相位延迟的图像。所提出的校准方法和数据处理技术可以自动定位和跟踪由该配置记录的粒子。通过研究振动喷嘴产生的圆锥扩张粒子场来定量评估能力,速度分量的统计数据之间的良好一致性表明在平面内和光深方向上具有相当的精度。最后,展示了四氧化二氮(NTO)和一甲基肼(MMH)自燃反应具有挑战性和实用性的测量能力。与普通的数字内嵌全息(DIH)诊断相比,TAG记录显示提供更精细的深度分辨率和降低对成像噪声的敏感性。所开发的能力有望在未来的瞬态和三维多相流研究中得到广泛应用。
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引用次数: 0
Anti-laser-jamming imaging strategy for cameras based on correlated double sampling technique. 基于相关双采样技术的相机抗激光干扰成像策略。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.584409
Zizheng Gao, Kai Fu, Jiefeng Mu, Cheng Fei, Shuzhen Fan, Pengfei Hu, Junliang Liu, Zhaojun Liu, Xian Zhao, Yongfu Li

Laser jamming has emerged as a critical challenge for cameras, with the widespread deployment of automotive light detection and ranging (LiDAR), the risks of detector saturation and image distortion have increased significantly. To address this problem, this paper proposed an anti-laser-jamming imaging strategy based on correlated double sampling (CDS). Through an alternating dual-channel sampling mechanism, the camera can remain operational under laser jamming, ensuring the acquisition of at least one complete image frame. We constructed an experimental system consisting of a laser jamming unit, a photoelectric detection and control unit, a high-speed comparator unit, and a short-wave infrared (SWIR) camera to carry out the verification. Laboratory simulation experiments were conducted under different laser repetition frequencies and pulse widths, followed by anti-laser-jamming experiments using mechanical LiDAR systems and real-vehicle tests in road environments. The results demonstrate that the CDS-based anti-laser-jamming strategy effectively suppresses LiDAR-induced disturbances, achieving stable and high-fidelity imaging performance in road environments. This study provides a practical and scalable solution to enhance the evasion of automotive imaging sensors against laser jamming, offering broad application prospects in autonomous driving, surveillance, and security.

随着汽车光探测和测距(LiDAR)的广泛部署,激光干扰已经成为摄像头面临的一个关键挑战,探测器饱和和图像失真的风险显著增加。针对这一问题,提出了一种基于相关双采样(CDS)的抗激光干扰成像策略。通过交替的双通道采样机构,相机可以在激光干扰下保持工作,确保至少获得一个完整的图像帧。我们搭建了一个由激光干扰单元、光电检测与控制单元、高速比较单元和短波红外(SWIR)摄像机组成的实验系统来进行验证。在不同激光重复频率和脉冲宽度下进行室内仿真实验,然后进行机械激光雷达系统抗激光干扰实验和道路环境下的实车测试。结果表明,基于cd的抗激光干扰策略有效抑制了激光雷达引起的干扰,在道路环境中实现了稳定的高保真成像性能。该研究为增强汽车成像传感器对激光干扰的规避能力提供了一种实用且可扩展的解决方案,在自动驾驶、监控和安全领域具有广阔的应用前景。
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引用次数: 0
Optical data augmentation enhances out-of-distribution robustness of scattering medium image transmission. 光学数据增强增强了散射介质图像传输的分布外鲁棒性。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.585696
Wei Zhou, Yu Tian, Jianyang Shi, Junwen Zhang, Feng Bao, Nan Chi, Ziwei Li

Deep learning has been successfully applied in imaging through scattering media, enabling direct recovery of the input light field from output speckle patterns. However, due to the high degrees of freedom in the light scattering process, current reconstruction methods can only work well in a trained data domain. Hence, achieving out-of-distribution (OOD) robustness in unseen scenes usually requires extensive experimental data collection. To overcome this limitation, we propose an optical image mixing (OIM) approach that introduces an efficient optical-domain data augmentation strategy to enhance model generalization under limited data conditions. By physically mixing optical images, OIM expands the effective training distribution without additional sample collection. We experimentally validate the proposed method on a multimode fiber (MMF) platform. With only 200 measured images and a 40-fold data augmentation by OIM, we achieve generalized reconstruction for 4096-pixel grayscale images. Compared to conventional models without OIM, we improve the image reconstruction fidelity by 26.2%. The results validate that OIM can serve as a plug-and-play module to enhance the generalization performance of existing reconstruction networks in computational imaging applications.

深度学习已成功应用于散射介质成像,可以从输出散斑模式中直接恢复输入光场。然而,由于光散射过程的高度自由度,目前的重建方法只能在训练好的数据域中工作。因此,在不可见的场景中实现离分布(OOD)鲁棒性通常需要大量的实验数据收集。为了克服这一限制,我们提出了一种光学图像混合(OIM)方法,该方法引入了一种有效的光域数据增强策略,以增强有限数据条件下的模型泛化。通过物理混合光学图像,OIM扩展了有效的训练分布,而无需额外的样本采集。我们在多模光纤(MMF)平台上进行了实验验证。仅使用200张测量图像和40倍的OIM数据增强,我们就实现了4096像素灰度图像的广义重建。与无OIM的传统模型相比,我们的图像重建保真度提高了26.2%。结果验证了OIM可以作为一个即插即用模块来提高现有重建网络在计算成像应用中的泛化性能。
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引用次数: 0
Tunable, spatially separated twin beam deep-UV third harmonic generation via a transient Kerr grating in thin dielectrics. 可调谐,空间分离双光束深紫外三次谐波产生通过瞬态克尔光栅在薄电介质。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.590515
Ajinkya Punjal, Vivek Dwij, Ruturaj Puranik, Rodney Bernard, Aditya K Dharmadhikari, Shriganesh Prabhu

We report a directional, tunable third-harmonic generation (THG) in the deep-UV (DUV) (220-270 nm) from thin transparent dielectrics using a Kerr-induced transient grating (TG). Two noncollinear femtosecond pulses induce a transient Kerr grating whose wavevector KTG=k1-k2 provides a quasi-phase-matching contribution that compensates the phase mismatch Δk=k3ω-3kω, enabling THG via degenerate four-wave mixing and yielding twin, spatially separated DUV beams. With a fixed crossing angle, the TH signal exhibits cubic intensity scaling and a zero-delay temporal gate, confirming its ultrafast χ(3) origin. Across DUV-transparent solids, efficiency under this fixed geometry correlates with DUV dispersion, apart from the reported variations in χ(3). In CaF2, we measure a 0.14% conversion efficiency at 266 nm, which is ∼20× higher than measured in quartz under identical experimental conditions, despite a similar order of magnitude of χ(3). TG-assisted THG thus offers a compact, simple-to-align route to directionally separated, femtosecond-pumped, continuously tunable DUV beams. We outline avenues to maximize efficiency, angle tuning for increasing effective coherence length, and material selection for a twin DUV source useful in ultrafast and photoemission spectroscopy.

我们报道了一个定向的,可调谐的三次谐波产生(THG)在深紫外(DUV) (220-270 nm)从薄透明电介质使用克尔感应瞬态光栅(TG)。两个非共线飞秒脉冲诱导瞬态克尔光栅,其波长K→TG= K→1-k→2提供准相位匹配贡献,补偿相位不匹配Δk=k3ω- 3km ω,通过简并四波混频实现THG,并产生双空间分离的DUV光束。在固定的交叉角下,TH信号表现出三次强度标度和零延迟时间门,证实了其超快χ(3)起源。在DUV透明固体中,除了报告的χ(3)变化外,这种固定几何形状下的效率与DUV色散相关。在CaF2中,我们在266 nm处测量到0.14%的转换效率,尽管χ(3)的数量级相似,但在相同的实验条件下,这比在石英中测量到的转换效率高约20倍。因此,tg辅助的THG为定向分离、飞秒泵浦、连续可调谐DUV光束提供了一种紧凑、易于对准的路线。我们概述了最大化效率的途径,增加有效相干长度的角度调整,以及在超快光谱学和光谱学中有用的双DUV源的材料选择。
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引用次数: 0
Narrow-linewidth 3980 nm laser source based on ZGP OPO in the non-planar ring cavity with etalons. 基于ZGP OPO的非平面环腔中窄线宽3980 nm激光源。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.587326
Achille Bogas-Droy, Marcin Piotrowski, Gerhard Spindler, Stefano Bigotta, Nicolas Dalloz, Anne Hildenbrand-Dhollande

We report a compact, high-power ZnGeP2 (ZGP) optical parametric oscillator (OPO) pumped by a Ho-doped nanosecond pulsed laser at 2.06 µm that delivers a narrow-linewidth emission centered at 3.98 µm with a multi-watt output. The OPO employs a non-planar ring resonator incorporating two intracavity silicon etalons to enforce spectral selection. By adjusting the relative tilt of the etalons, we achieve narrowband emission under a type-I phase matching configuration, with a 3.7 nm linewidth at 3.98 µm and 4.7 W output power. Compared with the free-running broadband configuration (i.e., without etalons), the spectrally narrowed OPO provides a 10-fold increase in power spectral density in the target region, with only a modest reduction in overall efficiency. Given the applicability of the narrowing method over the wide gain bandwidth of ZGP, we also demonstrate narrow emission simultaneously at 3.8 and 4.5 µm. The spectral characteristics of the OPO source are well reproduced by a numerical model in both broadband and narrowband operations.

我们报道了一种紧凑的高功率ZnGeP2 (ZGP)光参量振荡器(OPO),该振荡器由掺ho的纳秒脉冲激光泵浦,波长为2.06µm,可提供以3.98µm为中心的窄线宽发射,输出功率为多瓦。OPO采用一个非平面环形谐振器,其中包含两个腔内硅标准子,以加强光谱选择。通过调整标准子的相对倾斜度,我们在i型相位匹配配置下实现了窄带发射,在3.98µm处线宽为3.7 nm,输出功率为4.7 W。与自由运行的宽带配置(即无标准子)相比,频谱狭窄的OPO在目标区域的功率谱密度增加了10倍,而总体效率仅略有降低。考虑到窄化方法在ZGP宽增益带宽上的适用性,我们还演示了在3.8和4.5µm处同时窄化发射。在宽带和窄带操作下,数值模型很好地再现了OPO源的频谱特性。
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引用次数: 0
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Optics express
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