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Hybrid network with difficult–easy learning for concealed object detection in imbalanced terahertz image dataset 在不平衡太赫兹图像数据集中利用难易学习混合网络进行隐蔽物体检测
IF 1.1 4区 物理与天体物理 Q4 OPTICS Pub Date : 2024-11-14 DOI: 10.1007/s10043-024-00927-y
Pengfei Yang, Shaojuan Luo, Meiyun Chen, Genping Zhao, Heng Wu, Chunhua He

Terahertz imaging technology has been widely used in security inspections due to its ability to detect various concealed hazardous materials and the advantage of being harmless to the human body. However, limited by the terahertz imaging system, it is challenging to detect concealed objects due to hard samples and imbalanced categories caused by terahertz image quality. To solve these issues, we propose a hybrid network with difficult–easy learning (DEL) for concealed object detection in the imbalanced activated terahertz image dataset. Based on the one-stage framework YOLOv5m, a path aggregation hybrid structure (PAHS) is proposed to improve the performance of the proposed network while maintaining real-time detection. Specifically, PAHS with transformer block (TB) and a fine-tuned global context attention (GCA) are designed to fully exploit and fuse the multi-scale information by path aggregation, which improves the detection accuracy of low contrast and noise-interfered objects. To solve the problem of imbalanced categories in the activated terahertz dataset, a DELoss is developed to guide the network classification. Moreover, EIOU is adopted to boost the network training, and a modified B-Ocl loss is used to discriminate the positive and negative samples. Experiments are conducted on a public imbalanced activate terahertz image dataset. The experimental results illustrate that the proposed network achieves competitive performance compared with recently reported state-of-the-art detection methods. Moreover, the proposed method improves the balanced detection ability of different categories.

太赫兹成像技术能够探测各种隐蔽的危险品,而且对人体无害,因此在安检领域得到了广泛应用。然而,受限于太赫兹成像系统,由于太赫兹图像质量造成的硬样本和不平衡类别,要检测出隐藏的物体具有一定的难度。为了解决这些问题,我们提出了一种具有难易学习(DEL)的混合网络,用于在不平衡激活的太赫兹图像数据集中检测隐藏物体。在单级框架 YOLOv5m 的基础上,我们提出了一种路径聚合混合结构(PAHS),以提高所提网络的性能,同时保持检测的实时性。具体来说,PAHS 设计了变压器块(TB)和微调全局上下文注意力(GCA),通过路径聚合充分利用和融合多尺度信息,从而提高了低对比度和噪声干扰物体的检测精度。为解决激活太赫兹数据集中类别不平衡的问题,开发了一种 DELoss 来指导网络分类。此外,还采用了 EIOU 来增强网络训练,并使用改进的 B-Ocl 损失来区分正负样本。实验在公共不平衡激活太赫兹图像数据集上进行。实验结果表明,与最近报道的最先进的检测方法相比,所提出的网络取得了具有竞争力的性能。此外,所提出的方法还提高了不同类别的均衡检测能力。
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引用次数: 0
Age-based effects of yellow lenses on discomfort glare from white LED headlights 基于年龄的黄色镜片对白色 LED 大灯产生的不适眩光的影响
IF 1.1 4区 物理与天体物理 Q4 OPTICS Pub Date : 2024-11-08 DOI: 10.1007/s10043-024-00926-z
Tatsuya Iizuka, Takushi Kawamorita, Hitoshi Ishikawa

This study aimed to explore the effectiveness of yellow glasses in reducing discomfort glare caused by white light-emitting diode headlights during night-time driving. The 30 visually normal participants were categorized into two age groups: 15 younger adults (mean age = 21.0 ± 1.6 years) and 15 older adults (mean age = 71.0 ± 1.6 years). Participants, simulating a driving position, assessed discomfort glare from glare sources (high- and low-beam headlights of oncoming vehicles) located 40 m away using the de Boer scale. Yellow glasses meeting night driving standards were found to have no significant impact on discomfort glare compared to neutral density filters with identical luminous transmittance, across all age groups. These findings imply that the ability of yellow glasses to partially block blue light, prevalent in white light-emitting diode headlights, does not alleviate discomfort glare. In conclusion, yellow glasses with a luminous transmittance of 75% or higher, meeting night driving standards, do not reduce discomfort glare caused by white LED headlights, regardless of the age group of the driver.

本研究旨在探讨黄色眼镜在减少夜间驾驶时白色发光二极管车头灯造成的不适眩光方面的效果。30 名视力正常的参与者分为两个年龄组:15 名年轻人(平均年龄 = 21.0 ± 1.6 岁)和 15 名老年人(平均年龄 = 71.0 ± 1.6 岁)。参与者模拟驾驶位置,使用 de Boer 量表评估来自 40 米外眩光源(迎面车辆的远光灯和近光灯)的不适眩光。结果发现,与透光率相同的中性密度滤光镜相比,符合夜间驾驶标准的黄色眼镜对不适眩光的影响在所有年龄组中都不明显。这些研究结果表明,黄色眼镜能够部分阻挡白色发光二极管车灯中普遍存在的蓝光,但并不能减轻不适眩光。总之,符合夜间驾驶标准的透光率为 75% 或更高的黄色眼镜并不能减轻白色发光二极管前大灯造成的不适眩光,与驾驶员的年龄段无关。
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引用次数: 0
Improved ternary composite ceramic phosphors for warm-white laser lighting 用于暖白激光照明的改进型三元复合陶瓷荧光粉
IF 1.1 4区 物理与天体物理 Q4 OPTICS Pub Date : 2024-11-08 DOI: 10.1007/s10043-024-00925-0
Hisashi Minemoto, Kana Fujioka, Hiroshi Fuji, Kazuhisa Yamamoto, Tsuneo Kusunoki, Seika Tokumitsu, Hideo Kawabe

The large thermal conductivity of phosphor materials is crucial for laser lighting. Since the laser beam for pumping is focused on a small spot size (usually less than 1 mm2), heat generation is unavoidable at this point. Composite ceramic phosphors for cool-white laser lighting, the correlated color temperature of which is around 5000 K, produced by mixing of yellow photoluminescent light from Y3A5O12:Ce (YAG:Ce) with unutilized pumping blue light, were well studied. However, composite ceramic phosphors for warm-white around 3000 K are not as researched; this is because the difficulties in sintering nitride phosphors which are useful as red or orange phosphors. We have proposed improved ternary composite ceramic phosphors for warm-white laser lighting. The ceramic phosphors utilize a red phosphor: ((Ba,Sr)2Si5N8:Eu), a yellow phosphor: (YAG:Ce), and a thermal conducting matrix: (Al2O3). There are two types of composite ceramics: Type A with higher emission efficiency, and Type B more effective for warm light. These composite ceramic phosphors have higher saturation input laser power than our previous one, in which Sr2Si5N8 was utilized as a red phosphor. The improved ceramic phosphors (Type A) do not have a saturation peak of at least up to 16 W (power density:20 W/mm2) pumping laser power, but our previous one had a saturation peak at 6 W (power density:7.6 W/mm2). We recently got a good sample, the correlated color temperature of which is 3422 K, output efficiency is 177 lm/W, and general color rendering index (Ra) is 65. The improved ternary composite ceramic phosphors are extremely useful for warm-white laser lighting.

荧光粉材料的高导热性对激光照明至关重要。由于用于泵浦的激光束聚焦在一个小光斑上(通常小于 1 平方毫米),因此在这一点上产生热量是不可避免的。用于冷白激光照明的复合陶瓷荧光粉的相关色温约为 5000 K,由 Y3A5O12:Ce (YAG:Ce) 发出的黄色光致发光与未利用的泵浦蓝光混合产生。然而,用于 3000 K 左右暖白光的复合陶瓷荧光粉却鲜有研究,这是因为氮化物荧光粉难以烧结,而氮化物荧光粉可用作红色或橙色荧光粉。我们提出了用于暖白色激光照明的改进型三元复合陶瓷荧光粉。这种陶瓷荧光粉采用了红色荧光粉:((Ba,Sr)2Si5N8:Eu)、黄色荧光粉:(YAG:Ce)和导热基体:(Al2O3)。复合陶瓷有两种类型:A 型具有更高的发射效率,而 B 型则更适合暖光。与我们之前使用 Sr2Si5N8 作为红色荧光粉的方法相比,这些复合陶瓷荧光粉具有更高的饱和输入激光功率。改进后的陶瓷荧光粉(A 型)至少在 16 W(功率密度:20 W/mm2)泵浦激光功率下没有饱和峰值,而我们之前的产品在 6 W(功率密度:7.6 W/mm2)时就有饱和峰值。我们最近得到了一个很好的样品,其相关色温为 3422 K,输出效率为 177 lm/W,一般显色指数(Ra)为 65。改进后的三元复合陶瓷荧光粉在暖白激光照明中非常有用。
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引用次数: 0
Analysis of sensory tests for visibility of blur-added and color-changed virtual characters for AR display 对 AR 显示器中添加模糊和改变颜色的虚拟字符可见度的感官测试分析
IF 1.1 4区 物理与天体物理 Q4 OPTICS Pub Date : 2024-10-28 DOI: 10.1007/s10043-024-00923-2
Yuta Machigashira, Haruki Mizushina, Kenji Yamamoto

We conducted sensory test for visibility of blur-added and color-changed virtual characters and analyzed it to investigate the way to improve the user’s visibility for AR display. We added blur to the virtual characters (blur-added AR) and changed color of virtual characters (color-changed AR). The results show that blur-added AR and color-changed AR are effective to improve the user’s visibility for AR display and there is a tendency that blur-added AR is more preferred than color-changed AR.

我们对添加模糊的虚拟人物和改变颜色的虚拟人物的可视性进行了感官测试和分析,以研究如何提高用户在 AR 显示屏上的可视性。我们为虚拟人物添加了模糊效果(添加模糊效果的 AR),并改变了虚拟人物的颜色(改变颜色的 AR)。结果表明,添加模糊的 AR 和改变颜色的 AR 能有效提高用户在 AR 显示中的可见度,而且添加模糊的 AR 比改变颜色的 AR 更受用户青睐。
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引用次数: 0
Effects of three wavelength-cut lenses on visual function in the photopic and mesopic conditions 三种波长切割镜片对近视和中近视条件下视觉功能的影响
IF 1.1 4区 物理与天体物理 Q4 OPTICS Pub Date : 2024-10-23 DOI: 10.1007/s10043-024-00924-1
Tatsuya Iizuka, Tomoya Handa

This study aimed to explore the impact of three wavelength-cut (TWC) lenses, which allowed 75% luminance transmittance while blocking wavelengths < 420 nm, approximately 460 nm, and approximately 585 nm, on visual function and color perception, and aging interaction effect. This single-center study enrolled 30 participants into two groups including 15 young participants (age 21.4 ± 1.3 years) and 15 older participants (age 71.7 ± 1.7 years). We used TWC lenses and a neutral density (ND) filter to assess the wavelength-cut effects on visual acuity, contrast sensitivity, and cone contrast sensitivity. Visual acuity and contrast sensitivity were assessed under photopic (luminance 85–100 cd/m2) and mesopic conditions (luminance 0.8 cd/m2). Significant interactions between age and lens conditions were observed for contrast sensitivity under photopic conditions (Bonferroni corrected α = 0.025, F(1,28) = 7.98, P = 0.01, η2 = 0.003), suggesting that contrast sensitivity to white and black gratings is better with TWC lenses (75%) than with the ND filter in young participants (F(1,28) = 7.25, P = 0.01, η2 = 0.206). However, the lens condition did not affect visual acuity and had only a minimal effect on cone contrast sensitivity for each cone type. In conclusion, TWC lenses, despite their nearly colorless and transparent appearance, can selectively block specific wavelengths to improve contrast sensitivity, while minimally affecting color perception. However, since the effect size of these interactions is very small, the impact is limited, therefore glasses should be prescribed with caution for young individuals.

本研究旨在探讨三种波长切割(TWC)镜片对视觉功能和色觉的影响,以及老化的交互效应。这项单中心研究将 30 名参与者分为两组,包括 15 名年轻参与者(年龄为 21.4 ± 1.3 岁)和 15 名老年参与者(年龄为 71.7 ± 1.7 岁)。我们使用 TWC 镜片和中性密度(ND)滤镜来评估波长切割对视力、对比敏感度和锥体对比敏感度的影响。视敏度和对比敏感度分别在光视(亮度为 85-100 cd/m2)和中视(亮度为 0.8 cd/m2)条件下进行评估。在光视条件下,年龄和镜片条件对对比敏感度有显著的交互作用(Bonferroni 校正 α = 0.025,F(1,28) = 7.98,P = 0.01,η2 = 0.003),这表明使用 TWC 镜片(75%)比使用 ND 滤光片的年轻参与者对白色和黑色光栅的对比敏感度更高(F(1,28) = 7.25,P = 0.01,η2 = 0.206)。然而,镜片条件并不影响视敏度,而且对每种视锥类型的视锥对比敏感度的影响微乎其微。总之,尽管 TWC 镜片的外观近乎无色透明,但它可以选择性地阻挡特定波长,从而提高对比敏感度,同时对色觉的影响很小。然而,由于这些相互作用的效应非常小,影响有限,因此应谨慎为年轻人配制眼镜。
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引用次数: 0
Skew information and non-classical properties for semi squeezed states 半挤压态的偏斜信息和非经典特性
IF 1.1 4区 物理与天体物理 Q4 OPTICS Pub Date : 2024-10-22 DOI: 10.1007/s10043-024-00918-z
A.-S. F. Obada, M. M. A. Ahmed, E. M. Khalil, S. Sanad

A special type of semi non-classical states namely semi squeezed states is introduced. Some non-classical properties of these states are analyzed. Especially photon number distribution, quantum quantifier skew information, second-order correlation function and amplitude square squeezing are studied. Also, our discussion is extended to include the quasi-probability distribution functions (Q-functions). Finally, Pegg-Barnett phase is considered.

本文介绍了一种特殊的半非经典态,即半挤压态。分析了这些状态的一些非经典特性。特别是研究了光子数分布、量子量子倾斜信息、二阶相关函数和振幅平方挤压。此外,我们的讨论还扩展到准概率分布函数(Q 函数)。最后,还考虑了佩格-巴内特相位。
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引用次数: 0
Mask-based lensless face recognition system with dual-prior face restoration 基于面具的无镜头人脸识别系统与双前置人脸修复功能
IF 1.1 4区 物理与天体物理 Q4 OPTICS Pub Date : 2024-10-20 DOI: 10.1007/s10043-024-00915-2
Yeru Wang, Guowei Zhang, Xiyuan Jia, Yan Li, Qiuhua Wang, Zhen Zhang, Lifeng Yuan, Guohua Wu

Face recognition, a biometric technology that analyzes facial features to authenticate individuals’ identities, has various applications and implications across different fields. However, the advancement of technologies such as the Internet of Things has posed challenges for face recognition systems in terms of size, weight, cost, and privacy issues. In response to these challenges, some scholars have suggested a mask-based lensless face recognition system that captures facial images through a mask, eliminating the need for lenses. Nevertheless, the performance of lensless face recognition systems is limited by mask-based imaging, resulting in suboptimal results. To address this limitation, we propose a novel mask-based lensless face recognition system based on the Dual-Prior Face Restoration (DPFR) model. This model utilizes a dual-prior generator to create distinct facial priors that aid the Generative Adversarial Network (GAN) blocks in reconstructing both the global face structure and local face details. Extensive experiments have been carried out on the FlatCam Face Dataset (FCFD) captured using a lens camera and Flatcam lensless camera. The enhanced accuracy, precision, and True Accept Rate (TAR) performance metrics validate the effectiveness of the proposed mask-based lensless face recognition system.

人脸识别是一种通过分析面部特征来验证个人身份的生物识别技术,在不同领域有着各种应用和影响。然而,物联网等技术的发展给人脸识别系统带来了尺寸、重量、成本和隐私问题等方面的挑战。为了应对这些挑战,一些学者提出了基于面具的无镜头人脸识别系统,该系统通过面具捕捉面部图像,无需镜头。然而,无镜头人脸识别系统的性能受到基于面具成像的限制,导致识别结果不理想。为了解决这一局限性,我们提出了一种基于面具的新型无镜头人脸识别系统,该系统基于双先验人脸还原(DPFR)模型。该模型利用双先验生成器创建不同的面部先验,从而帮助生成对抗网络(GAN)模块重建全局人脸结构和局部人脸细节。在使用有镜头相机和 Flatcam 无镜头相机拍摄的 FlatCam 人脸数据集(FCFD)上进行了广泛的实验。增强的准确度、精确度和真实接受率(TAR)性能指标验证了所提出的基于面具的无镜头人脸识别系统的有效性。
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引用次数: 0
Imaging distance of an aquatic image formed by an aquatic display obtained by paraxial approximation 通过旁轴近似法获得的由水生显示器形成的水生图像的成像距离
IF 1.1 4区 物理与天体物理 Q4 OPTICS Pub Date : 2024-10-14 DOI: 10.1007/s10043-024-00916-1
Ryosuke Ichikawa, Hiroki Takatsuka, Toru Iwane, Shiro Suyama, Hirotsugu Yamamoto

Aquatic display, which forms a floating image in water without a screen, used in behavioral experiments of aquatic organisms as optical stimuli, and accurately determining the imaging position in the water is important for aquatic display. We derive a formula for the imaging distance of an aquatic image by an aquatic display, including both the thickness and refractive index of the water tank by using paraxial approximation. To examine the accuracy of the derived theoretical formula, the imaging distances are estimated at various imaging distances. Our theoretical formula is measured to have 4% error by comparing with experimental results.

水生显示器在水中形成无屏幕的浮动图像,在水生生物的行为实验中用作光学刺激,准确确定水中的成像位置对水生显示器非常重要。我们利用准轴近似法推导出了水上显示屏成像距离的计算公式,包括水箱的厚度和折射率。为了检验推导出的理论公式的准确性,我们估算了不同成像距离下的成像距离。通过与实验结果比较,我们测得理论公式的误差为 4%。
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引用次数: 0
Ai-enabled efficient modulation classification in underwater OWC systems 水下 OWC 系统中由人工智能支持的高效调制分类
IF 1.1 4区 物理与天体物理 Q4 OPTICS Pub Date : 2024-10-14 DOI: 10.1007/s10043-024-00922-3
Qingwen He, Zhihong Zeng, Min Liu, Binbin Zhu, Bangjiang Lin, Chen Chen

In this paper, we propose and experimentally demonstrate an artificial intelligence (AI)-enabled efficient modulation classification technique for underwater optical wireless communication (UOWC) systems. Specifically, time-domain waveform histograms are adopted as classification features, where three modulation formats including direct current biased optical orthogonal frequency division multiplexing (DCO-OFDM), asymmetrically clipped optical OFDM (ACO-OFDM) and pulse amplitude modulation (PAM) are considered. Moreover, AI algorithms such as decision trees (DT), k-nearest neighbors (k-NN), support vector machines (SVM) and convolutional neural networks (CNN) are utilized to realize efficient modulation classification based on the obtained waveform histogram features. Experimental results demonstrate that all the four algorithms can achieve accuracy surpassing 95% when the received signal-to-noise ratio (SNR) exceeds 6.3 dB. Furthermore, increasing the number of symbols in histograms enhances classification accuracy, whereas altering the number of histogram bins has minimal impact on classification accuracy.

在本文中,我们为水下光无线通信(UOWC)系统提出并实验演示了一种人工智能(AI)支持的高效调制分类技术。具体来说,本文采用时域波形直方图作为分类特征,并考虑了三种调制格式,包括直流偏置光正交频分复用(DCO-OFDM)、非对称削波光正交频分复用(ACO-OFDM)和脉冲幅度调制(PAM)。此外,还利用决策树(DT)、k-近邻(k-NN)、支持向量机(SVM)和卷积神经网络(CNN)等人工智能算法,根据获得的波形直方图特征实现高效的调制分类。实验结果表明,当接收信噪比(SNR)超过 6.3 dB 时,四种算法的准确率都能超过 95%。此外,增加直方图中的符号数量可提高分类准确率,而改变直方图的分区数量对分类准确率的影响微乎其微。
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引用次数: 0
Study on the diffraction light field of two special beams through a cylindrical lens 关于通过圆柱透镜的两束特殊光束的衍射光场的研究
IF 1.1 4区 物理与天体物理 Q4 OPTICS Pub Date : 2024-10-13 DOI: 10.1007/s10043-024-00921-4
Yanwu Zhou, Yuanfangzhou Wang, Licun Sun

Cylindrical lens is irreplaceable in the field of beam manipulation, which can generate new types of light field by diffraction effect, providing possible tools in micrography, optical micromanipulation and biomedicine field in future. The diffraction light field distributions of the Bessel beam and bottle beam passed though a cylindrical lens are studied in this paper using both experiment and simulation methods. In terms of simulation, Collins formula, combined Huygens Fresnel diffraction integral formula and optical matrix, is used to calculate the diffraction patterns. Specially, the thickness and refractive factors of the lenses in the optical system are introduced into the matrices in this paper, so that the lens is no longer approximated as a thin film, and the bottle beam diffracted by a cylindrical lens is first studied. The simulation and experimental images are broadly consistent for both those two diffraction phenomena.

圆柱透镜在光束操纵领域具有不可替代的作用,它可以通过衍射效应产生新型光场,为未来的显微摄影、光学微操作和生物医学领域提供可能的工具。本文采用实验和模拟两种方法研究了贝塞尔光束和瓶形光束通过圆柱透镜时的衍射光场分布。在模拟方面,采用柯林斯公式(惠更斯菲涅尔衍射积分公式和光学矩阵的组合)计算衍射图样。特别值得一提的是,本文在矩阵中引入了光学系统中透镜的厚度和折射因子,使透镜不再近似为薄膜,并首次研究了圆柱透镜衍射的瓶形光束。对于这两种衍射现象,模拟图像和实验图像基本一致。
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引用次数: 0
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Optical Review
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