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Self-calibration for a spatially modulated snapshot Mueller matrix imaging polarimeter. 空间调制快照穆勒矩阵成像偏振计的自校准。
Pub Date : 2025-09-20 DOI: 10.1364/AO.567593
Jing Zhang, Yangchenshu Bai, Jinfeng Tang, Yilin Zhang, Yingkai Liu, An Pan, Chenling Jia, Qizhi Cao

The self-calibration technique based on a spatially modulated snapshot Mueller matrix imaging polarimeter is proposed in this paper. Taking the snapshot Mueller matrix imaging polarimeter using modified Savart polariscopes as an example, it demonstrates that the self-calibration method can utilize frequency-domain information from independent channels to determine the spatial carrier frequency, thereby achieving frequency-domain filtering and demodulation instead of the traditional reference light calibration. This eliminates the inaccuracies introduced by the imprecise measurement of reference lights and environmental changes in the traditional calibration method, simplifies the experimental process, and removes biases caused by manual operations. The optical system design consists of two parts: the polarization state generator and the polarization state analyzer. Through the modulation of modified Savart polariscopes and half-wave plates, spatially separated interference fringes are generated. The modulation process employing Fourier transforms to the intensity of interference fringes yields 49 independent channels. Then, the demodulation process employing inverse Fourier transforms and subsequent mathematical operations on the information from each channel enables the reconstruction of 16 Mueller matrix elements. Theoretical analysis demonstrates that the system can accurately reconstruct the target's Mueller matrix using self-calibration algorithms, and its feasibility is validated through numerical simulation experiments. Experimental results show that the structural similarity index between the reconstructed images and the input target images exceeds 0.9, attaining favorable reconstruction outcomes. This technique provides a high-resolution, low-bias calibration solution for a spatially modulated snapshot Mueller matrix imaging polarimeter without using external reference lights. It holds significant application potential in biomedical science, materials research, remote sensing, and related fields.

提出了一种基于空间调制快照米勒矩阵成像偏振计的自校准技术。以采用改进Savart偏振镜的快照Mueller矩阵成像偏振光计为例,证明了自定标方法可以利用独立信道的频域信息确定空间载波频率,从而实现频域滤波解调,取代传统的参考光定标。这消除了传统校准方法中由于参考光测量不精确和环境变化带来的不准确性,简化了实验过程,消除了人工操作造成的偏差。光学系统设计包括偏振态发生器和偏振态分析仪两部分。通过对改进的Savart偏振光片和半波片的调制,产生了空间分离的干涉条纹。采用傅里叶变换对干涉条纹强度的调制过程产生49个独立通道。然后,采用傅里叶反变换的解调过程和随后对来自每个通道的信息进行数学运算,可以重建16个穆勒矩阵元素。理论分析表明,该系统能够利用自标定算法精确重构目标的米勒矩阵,并通过数值模拟实验验证了其可行性。实验结果表明,重建图像与输入目标图像的结构相似指数超过0.9,获得了较好的重建效果。该技术为空间调制快照穆勒矩阵成像偏光计提供了高分辨率、低偏置的校准解决方案,无需使用外部参考光。在生物医学、材料研究、遥感等领域具有重要的应用潜力。
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引用次数: 0
Cascade deep polarization network for precise image semantic segmentation. 用于图像精确语义分割的级联深度极化网络。
Pub Date : 2025-09-20 DOI: 10.1364/AO.561465
Jinyu Zhang, Xu Ma, Weili Chen, Hantang Chen, Gonzalo R Arce

Optical polarization imaging technology provides multi-dimensional light field information, encompassing spatial details and polarization data, which can be exploited for image semantic segmentation for target scene analysis. Most recent works focus on the development of neural networks with separate simple preprocessing steps to deal with the raw polarization images, which limit the accuracy of semantic segmentation. This paper proposes a novel, to the best of our knowledge, method, dubbed cascade deep polarization network (CDPN), to improve the performance of semantic segmentation by integrating preprocessing modules directly into the end-to-end deep learning work. The raw input data include the angle of linear polarization, degree of linear polarization, and a set of Stokes parameters. The multi-dimensional feature maps are extracted from the raw data through the image denoising, fusion, and enhancement modules, which are then concatenated with a backbone network to obtain the segmentation results. By collaboratively training the preprocessing modules and backbone network with self-supervised loss functions, we strive to find out the optimal segmentation solution. Experimental results show that the proposed method can effectively improve the segmentation accuracy, while maintaining fast computation speed.

光偏振成像技术提供了包含空间细节和偏振数据的多维光场信息,可用于图像语义分割,用于目标场景分析。近年来的研究主要集中在开发具有单独的简单预处理步骤的神经网络来处理原始极化图像,这限制了语义分割的准确性。本文提出了一种新的方法,据我们所知,被称为级联深度极化网络(CDPN),通过将预处理模块直接集成到端到端深度学习工作中来提高语义分割的性能。原始输入数据包括线极化角、线极化度和一组Stokes参数。通过图像去噪、融合和增强模块对原始数据进行多维特征映射提取,然后与骨干网进行拼接,得到分割结果。通过协同训练预处理模块和具有自监督损失函数的骨干网,努力找出最优分割方案。实验结果表明,该方法能有效提高分割精度,同时保持较快的计算速度。
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引用次数: 0
Double-patterned waveguide resonators with conventional UV contact lithography. 采用传统UV接触光刻技术的双模式波导谐振器。
Pub Date : 2025-09-20 DOI: 10.1364/AO.569558
Pei-Hsun Wang, Hung-Yu Chen, Yi Chang, Hsin-An Chen, Jia-Hao Cao, Yi-Xian Zhong, Chi-Ruei Huang

We propose a method for fabricating integrated microresonators using conventional ultraviolet contact lithography. By a double-patterning scheme, the bus- and resonator-waveguide can be lithography-patterned individually with a single photoresist spinning and etching process. A sub-µm gap is achieved between the bus- and resonator-waveguides, which exceeds the resolution limitation between patterns of the conventional contact-lithography process. The quality (Q) factor of waveguide resonators can be up to ≈104, while the maximum measured extinction ratio of the resonator is larger than 20 dB. This double-patterning method offers easy fabrication, low cost, and sub-µm pitches for silicon photonics.

我们提出了一种利用常规紫外接触光刻技术制造集成微谐振器的方法。通过双图纹方案,母线波导和谐振腔波导可以通过单个光刻胶旋转和蚀刻工艺分别进行光刻图纹。在母线波导和谐振器波导之间实现了亚微米的间隙,这超过了传统接触光刻工艺模式之间的分辨率限制。波导谐振器的质量(Q)因子可达≈104,而谐振器的最大测量消光比大于20 dB。这种双模式方法为硅光子学提供了易于制造,低成本和亚微米间距的方法。
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引用次数: 0
Design, simulation, and experimental validation of a segmented beam-shaping integrator mirror. 分段波束整形积分器镜的设计、仿真和实验验证。
Pub Date : 2025-09-20 DOI: 10.1364/AO.569901
Lei Feng, Jingxing Liao, Jingna Yang

Achieving uniform intensity distribution is essential for various laser applications such as material processing. This paper presents the design, simulation, and experimental validation of a segmented beam-shaping integrator mirror aimed at transforming an incident laser beam into a uniform line-shaped spot. The mirror surface is composed of multiple connected parabolic segments. A geometric optics computational method, implemented using Python code, was developed to determine the unique parameters and boundaries for each segment, based on input specifications including the working distance (f), the input aperture size (D), the target spot size (d), and the number of segments (s). For a design case with D=49.5mm, f=350mm, d=20mm, and s=7, the segment parameters were calculated. The calculated design was modeled in SolidWorks, and its performance was simulated using Zemax ray tracing, predicting a shaped spot closely matching the 20 mm target size in the segmented direction and an expected size (approx. 1.4 mm) in the orthogonal direction. Experimental validation was conducted using a 4 kW fiber laser equipped with a fiber core diameter of 400 µm and a numerical aperture of 0.15, along with a collimating lens with a 100 mm focal length. The measured spot size at the target plane was 20.39mm×1.41mm (1/e2 width), showing excellent agreement with both the design specification and the simulation results. This work successfully demonstrates the effectiveness of the integrator mirror design method and fabrication process for creating high-performance beam-shaping integrator optics for high-power laser systems.

实现均匀的强度分布是各种激光应用如材料加工的必要条件。本文介绍了一种分段光束整形积分镜的设计、仿真和实验验证,该积分镜旨在将入射激光束转换成均匀的线状光斑。镜面由多个连通的抛物线段组成。基于输入规格,包括工作距离(f)、输入孔径大小(D)、目标光斑大小(D)和段数(s),开发了一种使用Python代码实现的几何光学计算方法,以确定每个段的唯一参数和边界。针对D=49.5mm, f=350mm, D= 20mm, s=7的设计工况,计算分段参数。在SolidWorks中对计算出的设计进行了建模,并使用Zemax射线跟踪对其性能进行了模拟,预测了在分割方向上与20mm目标尺寸密切匹配的形状点和期望尺寸(约为20mm)。1.4 mm)。实验验证采用4 kW光纤激光器,光纤芯直径400µm,数值孔径0.15,准直透镜焦距100 mm。目标平面实测光斑尺寸为20.39mm×1.41mm (1/e2宽度),与设计规范和仿真结果吻合良好。这项工作成功地证明了积分器反射镜设计方法和制造工艺在高功率激光系统中创建高性能光束整形积分器光学器件的有效性。
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引用次数: 0
Investigation of linearity and interference effects in silicon photodiodes coupled to an integrating sphere for laser radiometry working standards. 激光辐射测量工作标准中与积分球耦合的硅光电二极管的线性和干涉效应研究。
Pub Date : 2025-09-20 DOI: 10.1364/AO.572858
Kanghee Lee, Seongchong Park, Dong-Hoon Lee

In laser radiometry, it is essential to evaluate the linearity of the detector and understand how interference effects influence power measurements, as laser light typically has high power and coherence. In this paper, we investigate the linearity and interference effects of widely used silicon photodiodes under the condition that they are coupled to an integrating sphere. For the linearity study, we employed a flux-addition method at 532 nm and found that one photodiode exhibited sufficient linearity, while the other showed supralinearity. This difference was attributed to whether the photodiode was irradiated with light outside its photoactive region. To further explore this, we examined the linearity by scanning the position of the laser irradiation on the photodiodes. In the interference study, we used a narrowband distributed Bragg reflector laser and measured the spectral responsivity by varying the laser wavelength. Due to the cover window, the spectral responsivity of photodiodes can rapidly vary as the wavelength changes under direct laser irradiation, with variations reaching up to tens of percent. However, when the spatial coherence of laser light is sufficiently suppressed by the integrating sphere, these rapid variations decrease to around 0.01% of the smoothly varying fitted values, which is negligible in typical laser power measurements.

在激光辐射测量中,评估探测器的线性度和理解干涉效应如何影响功率测量是至关重要的,因为激光通常具有高功率和相干性。本文研究了应用广泛的硅光电二极管与积分球耦合时的线性和干涉效应。对于线性度的研究,我们在532 nm处采用了通量加法的方法,发现一个光电二极管表现出足够的线性度,而另一个则表现出超线性度。这种差异归因于光电二极管是否被其光活性区以外的光照射。为了进一步探讨这一点,我们通过扫描激光照射在光电二极管上的位置来检查线性度。在干涉研究中,我们使用窄带分布式布拉格反射激光器,通过改变激光波长来测量光谱响应度。由于覆盖窗的存在,在激光直接照射下,光电二极管的光谱响应率随波长变化而迅速变化,变化幅度可达数十个百分点。然而,当激光的空间相干性被积分球充分抑制时,这些快速变化降低到平滑变化拟合值的0.01%左右,这在典型的激光功率测量中可以忽略不计。
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引用次数: 0
Aging test of an atomic vapor cell with Al2O3 wall coating on cubic glass. 立方玻璃上Al2O3涂层原子蒸汽电池的老化试验。
Pub Date : 2025-09-20 DOI: 10.1364/AO.572036
Hyeonjae Kim, Taek Jeong, Sang Hyuk Hong, Jeong Bin Nam, Sangkyung Lee, Younghoon Lim, Sin Hyuk Yim

We conducted a long-term aging test at high temperature on cubic glass rubidium vapor cells. The inner surface of the cubic glass cell was coated with Al2O3 using electron beam deposition, resulting in a thickness of 26.9 nm on the side walls and 63.8 nm on the bottom surface. The rubidium number density was monitored by measuring the absorption spectrum of the D1 line. The measured spectrum was compared with a simulated profile based on the Beer-Lambert law. The rubidium number density in the Al2O3-coated rubidium vapor cell remained constant for nearly four times longer and then decreased 4.6 times more slowly than in the uncoated rubidium vapor cell.

对立方玻璃铷蒸汽电池进行了长期高温老化试验。采用电子束沉积的方法在立方玻璃电池的内表面涂覆Al2O3,其侧壁厚度为26.9 nm,底面厚度为63.8 nm。通过测量D1谱线的吸收光谱来监测铷数密度。根据比尔-朗伯定律,将实测谱与模拟谱进行了比较。在al2o3包覆的铷蒸气电池中,铷数密度保持不变的时间是未包覆铷蒸气电池的近4倍,然后下降的速度是未包覆铷蒸气电池的4.6倍。
{"title":"Aging test of an atomic vapor cell with Al<sub>2</sub>O<sub>3</sub> wall coating on cubic glass.","authors":"Hyeonjae Kim, Taek Jeong, Sang Hyuk Hong, Jeong Bin Nam, Sangkyung Lee, Younghoon Lim, Sin Hyuk Yim","doi":"10.1364/AO.572036","DOIUrl":"https://doi.org/10.1364/AO.572036","url":null,"abstract":"<p><p>We conducted a long-term aging test at high temperature on cubic glass rubidium vapor cells. The inner surface of the cubic glass cell was coated with <i>A</i><i>l</i><sub>2</sub><i>O</i><sub>3</sub> using electron beam deposition, resulting in a thickness of 26.9 nm on the side walls and 63.8 nm on the bottom surface. The rubidium number density was monitored by measuring the absorption spectrum of the <i>D</i><sub>1</sub> line. The measured spectrum was compared with a simulated profile based on the Beer-Lambert law. The rubidium number density in the <i>A</i><i>l</i><sub>2</sub><i>O</i><sub>3</sub>-coated rubidium vapor cell remained constant for nearly four times longer and then decreased 4.6 times more slowly than in the uncoated rubidium vapor cell.</p>","PeriodicalId":101299,"journal":{"name":"Applied optics","volume":"64 27","pages":"7932-7937"},"PeriodicalIF":0.0,"publicationDate":"2025-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145115999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dual-band high-absorption metasurface vanadium oxide uncooled detector. 双波段高吸收超表面氧化钒非冷却探测器。
Pub Date : 2025-09-20 DOI: 10.1364/AO.572332
Jun Yang, Jun Zhao, Chun-Li Yang, Li-Hua Li, Xiao-Xia Gong, Hui Fang, Ze-Hui Zhu

Vanadium oxide (VOx) uncooled detectors are gaining increasing market share due to their small size, low cost, no cooling requirement, and reliable performance. However, as the pixel sizes of these detectors decrease, the problem of reduced absorptances becomes more prominent. To address this issue, this study proposes a "MIM+umbrella" metasurface VOx uncooled detector. Through simulation optimization, we achieved an average absorptance of over 97% in the long-wave infrared range and also demonstrated excellent absorption characteristics in the mid-infrared band. Furthermore, we validated and compared the contributions of this dual-layer metasurface to the absorptance of VOx uncooled detectors through fabrication and testing, demonstrating the feasibility and superiority of this structure.

氧化钒(VOx)非冷却探测器因其体积小、成本低、不需要冷却和性能可靠而获得越来越多的市场份额。然而,随着这些探测器像素尺寸的减小,吸光度降低的问题变得更加突出。为了解决这一问题,本研究提出了一种“MIM+保护伞”超表面VOx非冷却探测器。通过仿真优化,我们在长波红外范围内实现了97%以上的平均吸收率,并且在中红外波段也表现出优异的吸收特性。此外,我们通过制作和测试验证并比较了该双层超表面对VOx非冷却探测器吸光度的贡献,证明了该结构的可行性和优越性。
{"title":"Dual-band high-absorption metasurface vanadium oxide uncooled detector.","authors":"Jun Yang, Jun Zhao, Chun-Li Yang, Li-Hua Li, Xiao-Xia Gong, Hui Fang, Ze-Hui Zhu","doi":"10.1364/AO.572332","DOIUrl":"https://doi.org/10.1364/AO.572332","url":null,"abstract":"<p><p>Vanadium oxide (VOx) uncooled detectors are gaining increasing market share due to their small size, low cost, no cooling requirement, and reliable performance. However, as the pixel sizes of these detectors decrease, the problem of reduced absorptances becomes more prominent. To address this issue, this study proposes a \"<i>M</i><i>I</i><i>M</i>+<i>u</i><i>m</i><i>b</i><i>r</i><i>e</i><i>l</i><i>l</i><i>a</i>\" metasurface VOx uncooled detector. Through simulation optimization, we achieved an average absorptance of over 97% in the long-wave infrared range and also demonstrated excellent absorption characteristics in the mid-infrared band. Furthermore, we validated and compared the contributions of this dual-layer metasurface to the absorptance of VOx uncooled detectors through fabrication and testing, demonstrating the feasibility and superiority of this structure.</p>","PeriodicalId":101299,"journal":{"name":"Applied optics","volume":"64 27","pages":"8088-8094"},"PeriodicalIF":0.0,"publicationDate":"2025-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145116009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simultaneous measurement of solubility and diffusion coefficient in partially miscible liquid systems using the liquid-core cylindrical lenses. 用液芯圆柱透镜同时测量部分混相液体体系中的溶解度和扩散系数。
Pub Date : 2025-09-20 DOI: 10.1364/AO.570369
Qing Yue, Yuanfangzhou Wang, Zhiwei Li, Qianlan Liu, Licun Sun

Dissolution and diffusion in partially miscible liquid systems are prevalent physical phenomena. Parameters governing these processes, such as solubility (S) and diffusion coefficient (D), must be accurately measured for applications in biopharmaceuticals, chemical production, and food manufacturing. However, current common measurement methods are often time-consuming, require complex equipment, or lack accuracy, and they cannot measure both parameters simultaneously. In this study, we proposed a real-time optical image feature extraction method that utilizes the refractive-index spatiotemporal resolution capability of a compound liquid-core cylindrical lens to enable simultaneous assessment of S and D in partially miscible liquid systems. The D values of a glyceryl triacetate-water partially miscible system at five different temperature settings were measured using the equal-refractive-index thin-layer method based on the one-dimensional semi-infinite diffusion model, while S values were determined from the width of the image. The measured data at 298 K agreed with results obtained by other methods, confirming the reliability of the experiment and method. This method features a simple experimental setup and convenient operation, demonstrating broad application prospects.

溶解和扩散是部分混相液体体系中普遍存在的物理现象。控制这些过程的参数,如溶解度(S)和扩散系数(D),必须精确测量用于生物制药、化学生产和食品制造的应用。然而,目前常用的测量方法往往耗时长、设备复杂或精度低,无法同时测量这两个参数。在这项研究中,我们提出了一种实时光学图像特征提取方法,该方法利用复合液芯柱透镜的折射率时空分辨率能力,在部分混相液体系统中同时评估S和D。采用基于一维半无限扩散模型的等折射率薄层法测量了三乙酸甘油-水部分混相体系在五种不同温度下的D值,并根据图像宽度确定了S值。298 K下的实测数据与其他方法的结果一致,证实了实验和方法的可靠性。该方法实验设置简单,操作方便,具有广阔的应用前景。
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引用次数: 0
Blind deblurring of retinal OCT images using an adaptive graph total variation. 使用自适应图总变化的视网膜OCT图像的盲去模糊。
Pub Date : 2025-09-20 DOI: 10.1364/AO.571832
Jiamin Wang, Shujun Men, Yang Tao, Yanke Li, Lei Zhang, Li Huo

We propose a blind deblurring method for retinal optical coherence tomography (OCT) images degraded by depth-dependent spatially variant blur. Our approach leverages an adaptive graph total variation (AGTV) prior, which dynamically adjusts regularization weights using local gradient statistics from the input image. AGTV autonomously enhances smoothing in severely blurred deep regions while preserving fine structures in shallow layers. Validated on microsphere images, en-face images, and B-scans, AGTV outperforms state-of-the-art methods in PSNR/SSIM metrics and significantly improves retinal layer segmentation accuracy-particularly for deep boundaries. This single-image framework requires no predefined PSF models or hardware modifications, offering a potential solution for clinical OCT enhancement.

我们提出了一种盲去模糊方法,用于视网膜光学相干断层扫描(OCT)图像的深度相关空间变模糊退化。我们的方法利用自适应图总变化(AGTV)先验,它使用输入图像的局部梯度统计动态调整正则化权重。AGTV自动增强了严重模糊的深层区域的平滑,同时保留了浅层的精细结构。经过微球图像、正面图像和b扫描的验证,AGTV在PSNR/SSIM指标上优于最先进的方法,并显着提高了视网膜层分割的准确性,特别是对于深边界。这种单图像框架不需要预定义的PSF模型或硬件修改,为临床OCT增强提供了潜在的解决方案。
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引用次数: 0
Polarization-driven camouflaged object detection: a multimodal fusion network with iterative polarimetric feature enhancement. 偏振驱动的伪装目标检测:具有迭代偏振特征增强的多模态融合网络。
Pub Date : 2025-09-20 DOI: 10.1364/AO.570214
Xiangyue Zhang, Jingyu Ru, Yihang Wang, Chengdong Wu

The performance degradation of camouflaged object detection (COD) under complex backgrounds and dynamic illumination conditions has become a challenging issue in optical imaging and detection. To address the limitation of traditional visible-light imaging methods, which easily fail due to their inability to differentiate material and surface optical properties, a polarization-driven multimodal fusion network (PMFNet) is proposed in this paper. High-precision COD is achieved through iterative enhancement of polarization features. First, a feature rectification module is designed based on polarization differences induced by the surface scattering properties of objects. Second, a polarization-guided iterative refinement mechanism is developed, dynamically correcting texture degradation in RGB modality by employing high-resolution polarization features. Finally, a polarization adaptive fusion module is introduced to achieve context-aware complementary enhancement of RGB features through refined polarization information, thus deeply fusing complementary features of the two modalities. The proposed PMFNet demonstrates robust detection performance under adverse illumination and complex background conditions. Experimental results on public datasets demonstrate that the proposed PMFNet outperforms state-of-the-art COD methods.

复杂背景和动态光照条件下的伪装目标检测性能下降问题已成为光学成像与检测领域的一个难题。针对传统可见光成像方法由于无法区分材料和表面光学性质而容易失败的局限性,本文提出了一种偏振驱动的多模态融合网络(PMFNet)。通过极化特征的迭代增强,实现了高精度COD。首先,基于物体表面散射特性引起的偏振差,设计了特征整流模块;其次,建立了一种极化引导迭代细化机制,利用高分辨率极化特征动态校正RGB模式下的纹理退化。最后,引入极化自适应融合模块,通过细化极化信息,实现RGB特征的上下文感知互补增强,从而深度融合两种模式的互补特征。所提出的PMFNet在恶劣光照和复杂背景条件下具有鲁棒的检测性能。在公共数据集上的实验结果表明,所提出的PMFNet优于最先进的COD方法。
{"title":"Polarization-driven camouflaged object detection: a multimodal fusion network with iterative polarimetric feature enhancement.","authors":"Xiangyue Zhang, Jingyu Ru, Yihang Wang, Chengdong Wu","doi":"10.1364/AO.570214","DOIUrl":"https://doi.org/10.1364/AO.570214","url":null,"abstract":"<p><p>The performance degradation of camouflaged object detection (COD) under complex backgrounds and dynamic illumination conditions has become a challenging issue in optical imaging and detection. To address the limitation of traditional visible-light imaging methods, which easily fail due to their inability to differentiate material and surface optical properties, a polarization-driven multimodal fusion network (PMFNet) is proposed in this paper. High-precision COD is achieved through iterative enhancement of polarization features. First, a feature rectification module is designed based on polarization differences induced by the surface scattering properties of objects. Second, a polarization-guided iterative refinement mechanism is developed, dynamically correcting texture degradation in RGB modality by employing high-resolution polarization features. Finally, a polarization adaptive fusion module is introduced to achieve context-aware complementary enhancement of RGB features through refined polarization information, thus deeply fusing complementary features of the two modalities. The proposed PMFNet demonstrates robust detection performance under adverse illumination and complex background conditions. Experimental results on public datasets demonstrate that the proposed PMFNet outperforms state-of-the-art COD methods.</p>","PeriodicalId":101299,"journal":{"name":"Applied optics","volume":"64 27","pages":"7899-7913"},"PeriodicalIF":0.0,"publicationDate":"2025-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145116133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Applied optics
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