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Terahertz detection and recognition of suspicious objects hidden in the human body based on DeepLabV3+ deep learning model 基于 DeepLabV3+ 深度学习模型的太赫兹检测和识别隐藏在人体中的可疑物体
Pub Date : 2023-12-18 DOI: 10.1117/12.3005284
Yaoyao Xue, Qiqi Li, Mingyang Jiang, Jiusheng Li
The passive terahertz imaging human body security technology has begun to be applied in dense pedestrian flow security fields such as subways and public venues. However, passive terahertz imaging systems directly generate terahertz images, which have problems such as low signal-to-noise ratio and poor resolution. For the identification of suspicious objects hidden under human clothing, the naked eye observation method by security personnel is difficult to distinguish suspicious objects, with a high error rate and slow speed. To balance the accuracy and speed of detecting suspicious objects hidden under human clothing in security scenarios, taking into account terahertz image quality and target detection accuracy, a DeepLabV3+ deep learning model is used to detect targets, achieving object detection and recognition based on passive terahertz imaging human security systems.
被动式太赫兹成像人体安防技术已开始应用于地铁、公共场馆等人流密集的安防领域。然而,被动式太赫兹成像系统直接生成太赫兹图像,存在信噪比低、分辨率差等问题。对于人体衣物下隐藏的可疑物体的识别,安检人员的肉眼观察法难以分辨可疑物体,错误率高,速度慢。为兼顾安防场景下检测隐藏在人体衣物下的可疑物体的精度和速度,兼顾太赫兹图像质量和目标检测精度,采用DeepLabV3+深度学习模型检测目标,实现了基于被动式太赫兹成像人体安防系统的物体检测与识别。
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引用次数: 0
DIR-YOLOv5: a real-time drone-perspective infrared object detection method based on YOLOv5 DIR-YOLOv5:基于 YOLOv5 的实时无人机透视红外物体探测方法
Pub Date : 2023-12-18 DOI: 10.1117/12.2692731
Yuexing Wang, Chuangang Xu, Jianzhong Su, Jinwen Tian
With the advancement of drone technology, object detection from the perspective of drones has found extensive applications in various fields, including surveillance, search operations, and reconnaissance tasks. Currently, most drones in the market are equipped with visible light imagers, while some high-end drones are equipped with infrared imaging detectors capable of performing infrared object detection tasks. Infrared imaging utilizes a passive imaging mode, enabling it to detect thermal radiation emitted by objects. As a result, it offers the distinct advantage of continuous operation without being restricted by daylight conditions. In comparison to visible imaging, infrared imaging uses longer wavelengths and possesses a certain level of penetration capability through clouds and smoke. Consequently, infrared object detection represents a significant research area within the field of object detection. However, detecting infrared objects, especially small ones, remains challenging due to the complexity of background information, lower resolution compared to visible images, and the lack of shape and texture information in infrared images. In response to these challenges, this study proposes a real-time drone-perspective infrared (IR) object detection method based on the YOLOv5 framework, known as DIR-YOLOv5. To effectively address the challenge of infrared vehicles occupying fewer pixels in the drone’s perspective image and making objects difficult to detect, the coordinate attention (CA) for feature enhancement is introduced. we also introduce a Spatial-Channel dynamic and query-aware sparse attention mechanism (SCBiFormer), which is optimized based on BiFormer. Additionally, we redefine the loss function as the Repulsion Loss function to tackle the problem of infrared vehicle objects gathering and overlapping occlusion in scenarios like parking lots. Furthermore, we expand the ISVD infrared image object detection dataset to include multiple scenarios and conduct experiments using this dataset. The experimental results demonstrate the excellent performance of the proposed method in infrared image object detection tasks, showing improved object detection accuracy and reduced false detection rate compared to current mainstream methods.
随着无人机技术的发展,从无人机的角度进行物体探测已广泛应用于各个领域,包括监视、搜索行动和侦察任务。目前,市场上大多数无人机都配备了可见光成像仪,而一些高端无人机则配备了红外成像探测器,能够执行红外物体探测任务。红外成像采用被动成像模式,能够探测物体发出的热辐射。因此,它具有不受日光条件限制,可连续工作的显著优势。与可见光成像相比,红外成像使用的波长更长,具有一定的穿透云层和烟雾的能力。因此,红外物体检测是物体检测领域的一个重要研究领域。然而,由于背景信息复杂、分辨率低于可见光图像以及红外图像中缺乏形状和纹理信息,检测红外物体(尤其是小物体)仍然具有挑战性。针对这些挑战,本研究提出了一种基于 YOLOv5 框架的无人机实时透视红外(IR)物体检测方法,即 DIR-YOLOv5。为了有效解决红外飞行器在无人机透视图像中占据较少像素而导致物体难以检测的难题,我们引入了用于特征增强的坐标注意(CA)。我们还引入了一种基于 BiFormer 优化的空间通道动态和查询感知稀疏注意机制(SCBiFormer)。此外,我们将损失函数重新定义为斥力损失函数,以解决停车场等场景中红外车辆物体聚集和重叠遮挡的问题。此外,我们将 ISVD 红外图像物体检测数据集扩展到多个场景,并使用该数据集进行了实验。实验结果证明了所提出的方法在红外图像物体检测任务中的优异性能,与当前主流方法相比,提高了物体检测精度,降低了误检率。
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引用次数: 0
A composite piezoelectric deformable mirror with woofer-tweeter configuration 带低音-高音扬声器配置的复合压电可变形反射镜
Pub Date : 2023-12-18 DOI: 10.1117/12.3007361
Kaiye Bao, Licheng Yu, Jianqiang Ma
A composite piezoelectric deformable mirror (DM) with woofer-tweeter configuration is proposed for astronomy applications. This DM consists of unimorph DM and piezoelectric actuators array. Compared with conventional DM, the composite piezoelectric DM has a characteristic of both large stroke and high bandwidth, which is suitable for correcting those aberrations introduced by atmospheric turbulence in real time. The prototype of the composite DM is prepared, and an adaptive optical testing system based on Shack-Hartmann sensor is established. Experimental results indicate that the woofer–tweeter DM has the capability to compensate for the first 20 terms of Zernike aberrations with normalized RMS wavefront errors less than 15%. The proposed composite piezoelectric DM has good performance and great potential in astronomical applications.
提出了一种具有低音-高音配置的复合压电可变形镜(DM),用于天文学应用。这种 DM 由非变形 DM 和压电致动器阵列组成。与传统 DM 相比,复合压电 DM 具有大行程和高带宽的特点,适合实时校正大气湍流带来的像差。本文制备了复合压电 DM 的原型,并建立了基于 Shack-Hartmann 传感器的自适应光学测试系统。实验结果表明,低音扬声器 DM 能够补偿前 20 项 Zernike 像差,归一化 RMS 波前误差小于 15%。所提出的复合压电 DM 性能良好,在天文应用中具有巨大潜力。
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引用次数: 0
Real-time digitized RoF transceiver technology based on FPGA 基于 FPGA 的实时数字化 RoF 收发器技术
Pub Date : 2023-12-18 DOI: 10.1117/12.3005659
Jiongbin Deng, Jia Ye, Lian-shan Yan, W. Pan, Xihua Zou
Radio over fiber (RoF) has become a promising alternative for 5G mobile fronthaul due to its inherent advantages of large bandwidth, low susceptibility to radio frequency interference, and high flexibility. In traditional RoF system, analog signals are transmitted through optical fiber, which is susceptible to nonlinearity and dispersion. However, digitized radio over fiber (DRoF) can effectively mitigate these defects by digitizing the analog signals. This paper explores FPGA-based real-time DRoF transceiver technology, which utilizes varying numbers of quantization bits for real-time vector quantization across different modulation formats. This approach helps prevent the reduction of system spectral efficiency caused by excessive quantization bits. The simulation results demonstrate that, after real-time vector quantization and transmission with 8 and 10 quantization bits, the EVM performance of QPSK and 16-QAM signals stabilizes at 11.8% and 6.7%, respectively, thereby confirming the effectiveness of the proposed scheme.
光纤射频(RoF)具有带宽大、不易受射频干扰和灵活性高等固有优势,因此已成为 5G 移动前传的理想选择。在传统的 RoF 系统中,模拟信号通过光纤传输,而光纤易受非线性和色散的影响。然而,数字化光纤射频(DRoF)通过将模拟信号数字化,可以有效缓解这些缺陷。本文探讨了基于 FPGA 的实时 DRoF 收发器技术,该技术利用不同数量的量化比特对不同调制格式进行实时矢量量化。这种方法有助于防止量化位数过多导致的系统频谱效率降低。仿真结果表明,经过实时矢量量化并以 8 和 10 个量化位进行传输后,QPSK 和 16-QAM 信号的 EVM 性能分别稳定在 11.8% 和 6.7%,从而证实了所提方案的有效性。
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引用次数: 0
The detection method of sidelobe peaks parameter in weak signal regions based on NVPCA image enhancement 基于 NVPCA 图像增强的弱信号区域侧影峰参数检测方法
Pub Date : 2023-12-18 DOI: 10.1117/12.3009387
Zhengzhou Wang, Jitong Wei, Li Wang
Aiming at the problem that the measurement of strong laser far-field focal spot based on side lobe beam diffraction inversion cannot extract the smallest measurable signal in the periphery of the side lobe image, this paper proposes a method for detecting the peak parameters of the weak signal region in the side lobe based on neighborhood vector principal component analysis (NVPCA) image enhancement. The main optimization measures are as follows: First, treat each pixel in the sidelobe image and its 8 neighborhood pixels as a column vector to construct a 9-dimensional data cube, and the first dimensional data after PCA transformation is an NVPCA image; Secondly, using angle transformation to transform the detection object, the various peak parameters of the one-dimensional sidelobe curve in all directions are detected, thereby obtaining the quantified energy distribution characteristics of the weak signal area of the sidelobe beam; Then, search for the maximum position points of each sidelobe peak in all directions, connect all position points to generate a maximum ring for each sidelobe peak, and calculate the grayscale mean of each maximum ring; Finally, the grayscale mean of the maximum rings that is greater than the LCM target separation threshold and the smallest is selected as the minimum measurable sidelobe peak signal of the entire sidelobe beam. The experimental results show that the sidelobe weak signal detection method based on NVPCA image enhancement can separate and extract the minimum measurable signal from the fifth peak ring on the periphery of the sidelobe image, increasing the dynamic range ratio by 1.528 times, improving the calculation accuracy of the dynamic range ratio, and laying a foundation for the future accurate measurement of strong laser far field in large scientific devices.
针对基于侧叶光束衍射反演的强激光远场焦斑测量无法提取侧叶图像外围最小可测信号的问题,本文提出了一种基于邻域矢量主成分分析(NVPCA)图像增强的侧叶弱信号区域峰值参数检测方法。主要优化措施如下:首先,将边叶图像中的每个像素点及其 8 个邻域像素点视为一个列向量,构建一个 9 维数据立方体,经过 PCA 变换后的一维数据即为 NVPCA 图像;其次,利用角度变换对检测对象进行变换,检测一维边叶曲线在各个方向上的各种峰值参数,从而得到边叶波束弱信号区的量化能量分布特征;然后,在各个方向上搜索每个侧射峰值的最大位置点,将所有位置点连接起来生成每个侧射峰值的最大环,并计算每个最大环的灰度平均值;最后,选取最大环的灰度平均值大于 LCM 目标分离阈值且最小者作为整个侧射波束的最小可测侧射峰值信号。实验结果表明,基于 NVPCA 图像增强的侧射弱信号检测方法可以从侧射图像外围的第五个峰环中分离并提取出最小可测信号,使动态范围比提高了 1.528 倍,提高了动态范围比的计算精度,为今后大科学装置中强激光远场的精确测量奠定了基础。
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引用次数: 0
Experimental study on multi-material composite surface polishing by abrasive water jet 磨料水射流多材料复合材料表面抛光实验研究
Pub Date : 2023-12-18 DOI: 10.1117/12.3007778
Zhe Chen, Xinnan Li, Zibo Jiang, Chen Xu, Ran Duan
Abrasive water jet processing technology is a processing method developed in recent decades using highenergy beams, which is suitable to removal and processing different materials, because its processing process has its own cooling effect and has incomparable advantages in other processing methods. Process studies involving multiple materials in the same area have not been reported. In this paper, the influence of abrasive water jet processing technology parameters on the removal rate of different materials in a small area is studied experimentally, and the removal rate of high-purity quartz glass, doped quartz glass and epoxy resin adhesive layer is tested by single factor and orthogonal test method. Experiments show that within a certain range of process parameters, jet pressure, nozzle diameter and nozzle height have obvious effects on the removal rate, while abrasive particle size have the lowest impact. Experiments are used to derive optimal process parameters for simultaneous removal of different materials.
磨料水射流加工技术是近几十年来发展起来的一种利用高能束的加工方法,适用于不同材料的去除和加工,因为其加工过程本身具有冷却效果,具有其他加工方法无法比拟的优势。涉及同一区域多种材料的工艺研究尚未见报道。本文通过实验研究了加砂水射流加工工艺参数对小区域内不同材料去除率的影响,并采用单因素和正交试验法测试了高纯度石英玻璃、掺杂石英玻璃和环氧树脂胶粘层的去除率。实验表明,在一定的工艺参数范围内,喷射压力、喷嘴直径和喷嘴高度对去除率有明显影响,而磨料粒度的影响最小。实验得出了同时去除不同材料的最佳工艺参数。
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引用次数: 0
Resonance scattering by a rotating cylinder 旋转圆柱体的共振散射
Pub Date : 2023-12-18 DOI: 10.1117/12.3007429
Zhuoyuan Shi, Huan Tang, Yuan Zhang, Renxian Li, Bing Wei, I. Minin, O. Minin, Bing Yan
The resonance scattering caused by the interaction between a dielectric cylinder rotating at a steady angular velocity and a plane wave are studied using the method of separation of variables and the multipole expansion method. In addition, the effect of resonance on curved photonic nanojets (PNJ) is also analyzed. During the study, the critical value of resonance scattering is found by changing the dimensionless and dimensional parameters of the medium cylinder. It is found that the rotation of particles can create and destroy resonance phenomena. The resonance scattering of rotating dielectric cylinders produced by plane waves provides a new direction for the study of PNJ and whispering gallery mode (WGM), as well as the design and application of ultra-sensitive sensors and resonators
利用变量分离法和多极扩展法研究了以稳定角速度旋转的介质圆柱体与平面波之间相互作用引起的共振散射。此外,还分析了共振对曲面光子纳米射流(PNJ)的影响。在研究过程中,通过改变介质圆柱体的无量纲和有量纲参数,找到了共振散射的临界值。研究发现,粒子的旋转可以产生和破坏共振现象。平面波对旋转介质圆柱体产生的共振散射为研究 PNJ 和耳语廊模式 (WGM),以及超灵敏传感器和谐振器的设计和应用提供了新的方向
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引用次数: 0
Thermally tunable high Q-factor and low-power silicon resonators using graphene transparent electrodes 使用石墨烯透明电极的热可调高 Q 因子和低功率硅谐振器
Pub Date : 2023-12-18 DOI: 10.1117/12.3006019
Qilin Hong, Ping Xu, Wei Xu, Zhihong Zhu
Tunable and low-power microcavities play a vital role in facilitating the development of large-scale photonic integrated circuits. Among various tuning methods, thermal tuning has gained significant popularity due to its convenience and stability, especially in the fields of optical neural networks and quantum information processing. In recent years, graphene thermal tuning has emerged as a promising technique, offering both tunability and power efficiency by eliminating the need for thick spacers to prevent light absorption. In this study, we propose and fabricate a silicon-based on-chip Fano resonator with graphene nano-heaters. This innovative Fano structure incorporates a scattering block and can be easily manufactured in large quantities. Experimental results demonstrate that the resonator exhibits desirable characteristics, including a high quality factor of approximately 31000 and a low state-switching power consumption of around 1 mW. The temporal responses of the microcavity exhibit satisfactory modulation speed, with a rise time of 9.8 μs and a fall time of 16.6 μs. The findings of this research offer an alternative solution for the future development of large-scale tunable and low-power-consumption optical networks, with potential applications in optical filters and switches.
可调谐低功耗微腔在促进大规模光子集成电路的发展方面发挥着至关重要的作用。在各种调谐方法中,热调谐因其方便性和稳定性而大受欢迎,尤其是在光神经网络和量子信息处理领域。近年来,石墨烯热调谐已成为一种前景广阔的技术,它无需使用厚垫片来防止光吸收,从而兼具可调谐性和功率效率。在本研究中,我们提出并制造了一种带有石墨烯纳米加热器的硅基片上法诺谐振器。这种创新的法诺结构包含一个散射块,可以很容易地大量制造。实验结果表明,该谐振器具有理想的特性,包括约 31000 的高品质因数和 1 mW 左右的低状态切换功耗。微腔的时间响应显示出令人满意的调制速度,上升时间为 9.8 μs,下降时间为 16.6 μs。这项研究成果为未来开发大规模可调谐低功耗光网络提供了另一种解决方案,有望应用于光滤波器和交换机。
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引用次数: 0
Research on quantum efficiency calibration of SVOM VT CCDs SVOM VT CCD 的量子效率校准研究
Pub Date : 2023-12-18 DOI: 10.1117/12.3007801
Yue Pan, Lijun Dan, Zhonghan Sun, Chao Huang, Wei Li, Fengtao Wang, Hui Zhao, Jian Zhang
The successful achievement of the scientific objectives of the Visible Telescope (VT) in the Space Multi-band Variable Object Monitor (SVOM) mission relies heavily on high-precision quantum efficiency calibration. The calibration process for the VT CCD presents a challenge due to the requirement for extremely low radiation levels given the long integration time of the CCD. To address the difficulty in accurately measuring such low radiance, a two-step calibration method is employed. This method involves the use of two photodiodes, one positioned at the CCD location and the other in an integrating sphere. In the first step, the proportional relationship between the measured illuminance values of the two photodiodes is calibrated under high illumination conditions. This step establishes a reliable reference for subsequent calibrations. In the second step, the CCD is calibrated using the integrating sphere photodiode under low illumination conditions. The measured illuminance is then converted to the CCD position. Experimental results have demonstrated the effectiveness of this two-step calibration method, achieving a quantum efficiency calibration uncertainty of 1.7%. This approach provides a reliable and accurate means of calibrating the quantum efficiency of the CCD in the VT instrument.
空间多波段可变物体监测器(SVOM)任务中的可见光望远镜(VT)要成功实现科学目标,在很大程度上依赖于高精度量子效率校准。由于 CCD 的积分时间较长,要求极低的辐射水平,因此 VT CCD 的校准过程面临挑战。为了解决精确测量如此低辐射量的困难,采用了两步校准法。这种方法需要使用两个光电二极管,一个安装在 CCD 位置,另一个安装在积分球上。第一步,在高照度条件下校准两个光电二极管测量照度值之间的比例关系。这一步骤为后续校准建立了可靠的参考。第二步,在低照度条件下使用积分球光电二极管校准 CCD。然后将测得的照度转换为 CCD 位置。实验结果证明了这种两步校准法的有效性,量子效率校准不确定性为 1.7%。这种方法为校准 VT 仪器中 CCD 的量子效率提供了可靠而准确的方法。
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引用次数: 0
Target flow field reconstruction based on dual tree complex wavelet transform and optical flow 基于双树复小波变换和光流的目标流场重构
Pub Date : 2023-12-18 DOI: 10.1117/12.3006467
Xinggui Xu, Hong Li, Yue-Jie Zhang, Weihe Ren, Tao Zhang
Background oriented system (BOS) technology is widely used for measuring flow field density information. The fingerprint information of high-speed target flow field can be calculated with the digital image correction (DIC) method. However, these traditional DIC algorithms are unable to obtain large-scale features of target flow fields and costing high computational complexity. To deal with those problems, a method combination of dual tree complex wavelet transform and optical flow (DTCWT-OF) is proposed. The proposed method adopts a much sparser gradient divergence regularization to obtain much more sparse statistical characteristics of the target flow field, and utilize the prior knowledge of the target flow field fingerprint information. Meanwhile, the reconstruction method is processed in the wavelet transform domain. Compared to traditional DIC methods, the experimental results show that the proposed method improves the SNR by 5dB and can achieve quasi real-time reconstruction.
背景导向系统(BOS)技术被广泛用于测量流场密度信息。数字图像校正(DIC)方法可计算高速目标流场的指纹信息。然而,这些传统的 DIC 算法无法获得目标流场的大规模特征,而且计算复杂度高。针对这些问题,我们提出了一种双树复小波变换与光流(DTCWT-OF)相结合的方法。该方法采用更稀疏的梯度发散正则化,以获得更稀疏的目标流场统计特征,并利用目标流场指纹信息的先验知识。同时,重构方法在小波变换域中进行处理。实验结果表明,与传统的 DIC 方法相比,所提方法的信噪比提高了 5dB,并能实现准实时重建。
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引用次数: 0
期刊
Applied Optics and Photonics China
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