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Hybrid convolutional neural network optical fiber vector curvature sensing via spectral pattern recognition 基于光谱模式识别的混合卷积神经网络光纤矢量曲率传感
IF 3.4 3区 物理与天体物理 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-01 DOI: 10.1016/j.infrared.2025.106349
Xiaopeng Han , Junbo Niu , Xueheng Yan , Yundong Zhang , Fan Wang , Siyu Lin , Wuliji Hasi , Yuan Wei
Fiber curvature sensing has attracted increasing interest due to its high sensitivity, structural versatility, and real-time response. In this work, we propose an intelligent vector curvature sensing system based on a composite optical fiber structure that combines a multimode–OHTC Mach–Zehnder interferometer (MZI) with an etched triple-core fiber Bragg grating (TCF-FBG). Theoretical and experimental analyses verify that the hybrid MZI–TCF-FBG configuration enables high-sensitivity intensity-modulated vector curvature sensing, achieving a maximum sensitivity of 23.41 dB/m−1. To further enhance sensing speed and avoid reliance on wavelength tracking, a spectral pattern–recognition framework is developed using a hybrid convolutional neural network (CNN) and multilayer perceptron (MLP). With unified data preprocessing and cross-validation, the optimized 2D CNN + MLP model yields a minimum mean-square error of 0.002 m−1 and an R2 value approaching 1, demonstrating excellent accuracy and generalization. The proposed method offers a promising route toward rapid, robust, and high-precision vector curvature sensing.
光纤曲率传感因其高灵敏度、结构通用性和实时性而受到越来越多的关注。在这项工作中,我们提出了一种基于复合光纤结构的智能矢量曲率传感系统,该结构将多模ohtc Mach-Zehnder干涉仪(MZI)与蚀刻三芯光纤布拉格光栅(TCF-FBG)相结合。理论和实验分析证实,混合MZI-TCF-FBG配置实现了高灵敏度的强度调制矢量曲率传感,最大灵敏度为23.41 dB/m−1。为了进一步提高传感速度并避免对波长跟踪的依赖,采用混合卷积神经网络(CNN)和多层感知器(MLP)开发了一种光谱模式识别框架。经过统一的数据预处理和交叉验证,优化后的二维CNN + MLP模型均方误差最小为0.002 m−1,R2值接近1,具有良好的精度和泛化能力。该方法为实现快速、鲁棒和高精度的矢量曲率传感提供了一条有前途的途径。
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引用次数: 0
BSTNA-Net: Nested attention network with bottleneck Swin Transformer for infrared small target detection BSTNA-Net:用于红外小目标检测的瓶颈Swin变压器嵌套注意网络
IF 3.4 3区 物理与天体物理 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-01 DOI: 10.1016/j.infrared.2025.106345
Sibei Li, Xin Song, Yuxuan Li
The process of detecting small targets in single-frame infrared images poses a considerable challenge, particularly in complex scenes where the appearance of the target is comparable to that of the background. The challenges associated with deep learning methods can be attributed to the feature information loss during the continuous extraction and transmission of features, as well as the inadequate semantic feature correlation between small targets and the background. The proposed BSTNA-Net is an attention-based nested network with a bottleneck Swin Transformer. Specifically, a residual-attention structure incorporating serial channel and spatial attention is combined with a nested U-Net architecture, thereby achieving adaptive feature enhancement while enabling dense feature reuse across skip connections of varying spans. Moreover, a Wavelet Down-sampling Block is employed to supersede traditional pooling layers. This is achieved by integrating wavelet transformation with grouped feature reconstruction, thereby minimizing the loss of information from the deep layers. In addition, the Bottleneck Swin Transformer Block is integrated into the network to process deep feature maps, and the shifted window self-attention mechanism is employed to enhance the global feature extraction capability of the deep neural network, thereby improving the detection and segmentation accuracy of small infrared targets. A series of experiments on the IRSTD-1k and NUDT-SIRST datasets have been conducted, the results of which indicate that the proposed BSTNA-Net is at the leading edge in terms of detection performance and computational efficiency.
在单帧红外图像中检测小目标的过程提出了相当大的挑战,特别是在目标外观与背景相当的复杂场景中。深度学习方法面临的挑战可以归结为特征在连续提取和传输过程中的特征信息丢失,以及小目标与背景之间语义特征相关性不足。提出的BSTNA-Net是一种基于注意力的嵌套网络,具有瓶颈Swin变压器。具体而言,将包含串行信道和空间注意的剩余注意结构与嵌套U-Net体系结构相结合,从而实现自适应特征增强,同时实现跨不同跨度的跳跃连接的密集特征重用。此外,采用小波下采样块取代传统的池化层。这是通过将小波变换与分组特征重构相结合来实现的,从而最大限度地减少了深层信息的损失。此外,将瓶颈Swin变压器块集成到网络中处理深度特征映射,并利用移位窗口自关注机制增强深度神经网络的全局特征提取能力,从而提高红外小目标的检测和分割精度。在IRSTD-1k和NUDT-SIRST数据集上进行了一系列实验,结果表明所提出的BSTNA-Net在检测性能和计算效率方面处于领先地位。
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引用次数: 0
TeOx interfacial passivation for Se0.3Te0.7 photoconductive detectors at 1550 nm 1550 nm处Se0.3Te0.7光导探测器的TeOx界面钝化
IF 3.4 3区 物理与天体物理 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-01 DOI: 10.1016/j.infrared.2025.106364
Jin Yang , Xiutao Yang , Jun Gou , Hang Yu , Zexu Wang , Yuchao Wei , Laijiang Wei , Chunyu Li , He Yu , Hongxi Zhou , Yun Zhou , Jun Wang
Research on photoconductive devices based on SeTe alloy remains limited, especially in compositional optimization, interface engineering, and scalable manufacturing techniques. Here, we present a Se0.3Te0.7 photoconductive detector optimized for 1550 nm wavelength through pre-metal annealing-enabled TeOx passivation. Annealing the Se0.3Te0.7 alloy prior to electrode deposition forms a TeOx interfacial layer that passivates surface states and reduces dark current by nearly an order of magnitude. The optimized device achieves an enhanced responsivity of 57.7 mA W−1 at −1 V bias with a 10 μm channel length, representing a 58.6 % improvement compared to traditional methods. Device performance is further tunable via channel length and bias voltage, with shorter channels demonstrating superior speed. This work presents a scalable, low-cost fabrication strategy for SeTe-based photodetectors, bridging the gap between material innovation and practical C-band applications in short-wave infrared (SWIR) detection.
基于SeTe合金的光导器件的研究仍然有限,特别是在成分优化,界面工程和可扩展的制造技术方面。在这里,我们提出了一个Se0.3Te0.7光导探测器,通过金属前退火使TeOx钝化,优化为1550 nm波长。在电极沉积之前,对Se0.3Te0.7合金进行退火,形成TeOx界面层,钝化表面状态并将暗电流降低近一个数量级。优化后的器件在- 1 V偏置和10 μm通道长度下的响应度提高到57.7 mA W−1,比传统方法提高了58.6%。器件性能通过通道长度和偏置电压进一步可调,更短的通道显示出更高的速度。这项工作提出了一种可扩展的、低成本的基于set的光电探测器制造策略,弥合了材料创新与短波红外(SWIR)探测中实际c波段应用之间的差距。
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引用次数: 0
In situ measurement system for ultra-high temperature spectral emissivity of samples under plasma wind tunnel 等离子体风洞下样品超高温光谱发射率原位测量系统
IF 3.4 3区 物理与天体物理 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-01 DOI: 10.1016/j.infrared.2025.106356
Guoqing Wang , Guolin Wang , Jia Yu , Zuozheng Chen , Jinglai Zheng , Buyue Zhao , Shanggeng Li , Liping Liu , Haiming Huang
The high-temperature spectral emissivity of thermal protection materials is critical for the design and evaluation of thermal protection systems. In order to achieve effective traceability of spectral characteristic parameters under hypersonic flight conditions, a system for in-situ measurement of ultra-high temperature spectral emissivity in a high-frequency plasma wind tunnel was developed. The spectral characteristics of material thermal radiation in the plasma wind tunnel were measured using FTIR. The established system can achieve in-situ spectral radiation measurements within a wide temperature range of 1000–2900℃ and a wavelength range of 1.1–7.2 μm. By developing our own pre-stage concentrating system, the response linearity of the measurement system is improved to less than 2 %. The source size effect of the measured sample is less than 1 %. The in situ spectral emissivity of high purity graphite was measured based on the technique. The feasibility of this method was demonstrated by comparing the measured spectral emissivity with the measurement results of the plasma heater. The overall uncertainty of the in-situ emissivity measurement is less than 2.04 % and the relative uncertainty is less than 2.47 % at 2138 K. This technology provides a new method for in-situ acquisition of the surface spectral radiation characteristics of thermal protection materials during dynamic ablation in extremely high-temperature environments.
热防护材料的高温光谱发射率对热防护系统的设计和评价至关重要。为了实现高超声速飞行条件下光谱特征参数的有效溯源,研制了一种高频等离子体风洞中超高温光谱发射率的原位测量系统。利用傅里叶红外技术测量了等离子体风洞中材料热辐射的光谱特性。该系统可在1000 ~ 2900℃的宽温度范围和1.1 ~ 7.2 μm的波长范围内实现现场光谱辐射测量。通过研制自己的前置浓缩系统,将测量系统的响应线性度提高到2%以下。被测样品的源尺寸效应小于1%。利用该技术测量了高纯石墨的原位光谱发射率。将测量的光谱发射率与等离子体加热器的测量结果进行比较,证明了该方法的可行性。在2138 K时,原位发射率测量的总体不确定度小于2.04%,相对不确定度小于2.47%。该技术为热防护材料在极高温环境下动态烧蚀过程中表面光谱辐射特性的原位采集提供了一种新方法。
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引用次数: 0
Diode-pumped passively Q-switched Tm:YAP laser using a HfSe2/CsPbBr3 heterostructure as the saturable absorber 采用HfSe2/CsPbBr3异质结构作为饱和吸收体的二极管泵浦被动调q Tm:YAP激光器
IF 3.4 3区 物理与天体物理 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-01 DOI: 10.1016/j.infrared.2025.106351
Weifeng Zhong , Zhiqiang Long , Yiheng Yang , Xiang Wang , Amei Du , Wen Yang , Changhe Sun , Ruijun Lan , Yingjie Shen
In this paper, a HfSe2/CsPbBr3 heterostructure was prepared and used as a saturable absorber (SA) to modulate a Tm:YAP laser. Under continuous-wave operation, the Tm:YAP crystal was pumped with a diode laser at an absorbed pump power of 12.9 W, producing an output power of 2.35 W at 1995.9 nm and a slope efficiency of 23.2 %. In passively Q-switched mode, the HfSe2/CsPbBr3 heterostructure SA modulated the Tm:YAP laser, resulting in an average output power of 2.1 W and a pulse width of 687.2 ns at 1987.5 nm, with a pulse repetition rate of 112.82 kHz. These parameters correspond to a slope efficiency of 19.8 %, a single-pulse energy of 18.6 µJ, and a peak power of 27.1 W.
本文制备了HfSe2/CsPbBr3异质结构,并将其用作可饱和吸收剂(SA)调制Tm:YAP激光器。在连续波工作下,以吸收泵浦功率为12.9 W的二极管激光器泵浦Tm:YAP晶体,在1995.9 nm处产生2.35 W的输出功率,斜率效率为23.2%。在被动调q模式下,HfSe2/CsPbBr3异质结构SA调制Tm:YAP激光器,在1987.5 nm处平均输出功率为2.1 W,脉宽为687.2 ns,脉冲重复率为112.82 kHz。这些参数对应的斜率效率为19.8%,单脉冲能量为18.6µJ,峰值功率为27.1 W。
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引用次数: 0
Ultra-Low threshold switchable multi-wavelength fiber laser via a miniature whispering-gallery-mode comb filter 超低阈值可切换多波长光纤激光器通过一个微型低语走廊模式梳状滤波器
IF 3.4 3区 物理与天体物理 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-01 DOI: 10.1016/j.infrared.2025.106336
Tianjiao Wu , Tianshu Wang , Gang Deng , Baoqun Li , Bowen Chen , Deqi Li , Silun Du , Sunde Wang , Hanyu He , Dongmei Liu , Yan Chen
In this paper, a feasible scheme for low-threshold, switchable multi-wavelength erbium-doped fiber laser is presented. This scheme combines a whispering gallery mode microsphere resonator with fiber taper acting as miniature comb filter within an erbium-doped all-fiber laser system. By exploiting the high Q and nonlinear comb filtering characteristic of the microsphere resonator with the system polarization regulation mechanism, it effectively suppresses the mode competition caused by uniform gain broadening, achieving stable output and flexible switching of low-threshold multi-wavelength lasers without other wavelength stabilization mechanism. According to the experimental results, single-, dual-, triple-, quad-, and quint-wavelength switchable lasers have been successfully achieved, with the lowest laser generation threshold of 3.156 mW. During a 50 min stability test, the maximum wavelength drift is less than 0.008 nm, and the power fluctuation is less than 2.98 dB. This scheme demonstrates significant advantages in terms of compact structure, low pump power requirements, and flexibility in wavelength switchable, providing a new practicable approach for the low-cost integration of multi-wavelength lasers with broad application potential.
本文提出了一种低阈值、可切换多波长掺铒光纤激光器的可行方案。该方案在掺铒全光纤激光系统中结合了窃窃廊微球谐振器和光纤锥度作为微型梳状滤波器。利用微球谐振腔的高Q和非线性梳状滤波特性,结合系统偏振调节机制,有效抑制均匀增益加宽带来的模式竞争,实现了低阈值多波长激光器在没有其他波长稳定机制的情况下的稳定输出和灵活切换。根据实验结果,成功地实现了单波长、双波长、三波长、四波长和五波长可切换激光器,最低激光产生阈值为3.156 mW。在50 min稳定性测试中,最大波长漂移小于0.008 nm,功率波动小于2.98 dB。该方案具有结构紧凑、泵浦功率要求低、波长切换灵活等优点,为低成本集成多波长激光器提供了一种新的可行方法,具有广阔的应用前景。
{"title":"Ultra-Low threshold switchable multi-wavelength fiber laser via a miniature whispering-gallery-mode comb filter","authors":"Tianjiao Wu ,&nbsp;Tianshu Wang ,&nbsp;Gang Deng ,&nbsp;Baoqun Li ,&nbsp;Bowen Chen ,&nbsp;Deqi Li ,&nbsp;Silun Du ,&nbsp;Sunde Wang ,&nbsp;Hanyu He ,&nbsp;Dongmei Liu ,&nbsp;Yan Chen","doi":"10.1016/j.infrared.2025.106336","DOIUrl":"10.1016/j.infrared.2025.106336","url":null,"abstract":"<div><div>In this paper, a feasible scheme for low-threshold, switchable multi-wavelength erbium-doped fiber laser is presented. This scheme combines a whispering gallery mode microsphere resonator with fiber taper acting as miniature comb filter within an erbium-doped all-fiber laser system. By exploiting the high <em>Q</em> and nonlinear comb filtering characteristic of the microsphere resonator with the system polarization regulation mechanism, it effectively suppresses the mode competition caused by uniform gain broadening, achieving stable output and flexible switching of low-threshold multi-wavelength lasers without other wavelength stabilization mechanism. According to the experimental results, single-, dual-, triple-, quad-, and quint-wavelength switchable lasers have been successfully achieved, with the lowest laser generation threshold of 3.156 mW. During a 50 min stability test, the maximum wavelength drift is less than 0.008 nm, and the power fluctuation is less than 2.98 dB. This scheme demonstrates significant advantages in terms of compact structure, low pump power requirements, and flexibility in wavelength switchable, providing a new practicable approach for the low-cost integration of multi-wavelength lasers with broad application potential.</div></div>","PeriodicalId":13549,"journal":{"name":"Infrared Physics & Technology","volume":"153 ","pages":"Article 106336"},"PeriodicalIF":3.4,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145880172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Varieties identification of soybean seed using visible/near-infrared spectroscopy based on ensemble wavelength selection method 基于集合波长选择法的可见/近红外光谱大豆种子品种鉴定
IF 3.4 3区 物理与天体物理 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2026-01-01 DOI: 10.1016/j.infrared.2025.106358
Biao Wu , Hongyi Bai , Laijun Sun , Yanru Fang , Zibo Han , Shihao Zhang
Accurate identification of soybean seed varieties is essential for optimized utilization, as different varieties vary in protein and fat content. This study proposes an ensemble wavelength selection method combined with visible/near-infrared spectroscopy (Vis/NIRS) to identify nine soybean seed varieties. The method works by integrating Partial Least Squares Discriminant Analysis (PLSDA), Random Forest (RF) and Least Absolute Shrinkage and Selection Operator (LASSO) feature importance ranking. Feature scores are normalized and summed to generate an integrated importance score, and a threshold-based strategy is applied to select the most informative wavelengths. This approach takes advantage of different methods and enhances the overall effectiveness of feature selection. These selected wavelengths are then used as inputs to a 1D convolutional neural network (1D-CNN) for variety classification. The proposed method reduced the spectral dimensionality from 1794 to 188 and achieved a classification accuracy of 0.985 on the test set. This study indicates that the combination of visible/near-infrared spectroscopy data and ensemble wavelength selection method provides a new approach for identification of soybean seed varieties.
大豆种子品种的准确鉴定对优化利用至关重要,因为不同品种的蛋白质和脂肪含量不同。本研究提出了一种结合可见光/近红外光谱(Vis/NIRS)的集合波长选择方法,对9个大豆种子品种进行鉴定。该方法将偏最小二乘判别分析(PLSDA)、随机森林(RF)和最小绝对收缩和选择算子(LASSO)特征重要性排序相结合。将特征分数归一化并求和以生成综合重要性分数,并采用基于阈值的策略来选择信息量最大的波长。该方法利用了多种方法的优势,提高了特征选择的整体有效性。然后,这些选定的波长被用作一维卷积神经网络(1D- cnn)的输入,用于品种分类。该方法将光谱维数从1794降至188,在测试集上实现了0.985的分类精度。本研究表明,将可见光/近红外光谱数据与集合波长选择方法相结合,为大豆种子品种鉴定提供了一条新的途径。
{"title":"Varieties identification of soybean seed using visible/near-infrared spectroscopy based on ensemble wavelength selection method","authors":"Biao Wu ,&nbsp;Hongyi Bai ,&nbsp;Laijun Sun ,&nbsp;Yanru Fang ,&nbsp;Zibo Han ,&nbsp;Shihao Zhang","doi":"10.1016/j.infrared.2025.106358","DOIUrl":"10.1016/j.infrared.2025.106358","url":null,"abstract":"<div><div>Accurate identification of soybean seed varieties is essential for optimized utilization, as different varieties vary in protein and fat content. This study proposes an ensemble wavelength selection method combined with visible/near-infrared spectroscopy (Vis/NIRS) to identify nine soybean seed varieties. The method works by integrating Partial Least Squares Discriminant Analysis (PLSDA), Random Forest (RF) and Least Absolute Shrinkage and Selection Operator (LASSO) feature importance ranking. Feature scores are normalized and summed to generate an integrated importance score, and a threshold-based strategy is applied to select the most informative wavelengths. This approach takes advantage of different methods and enhances the overall effectiveness of feature selection. These selected wavelengths are then used as inputs to a 1D convolutional neural network (1D-CNN) for variety classification. The proposed method reduced the spectral dimensionality from 1794 to 188 and achieved a classification accuracy of 0.985 on the test set. This study indicates that the combination of visible/near-infrared spectroscopy data and ensemble wavelength selection method provides a new approach for identification of soybean seed varieties.</div></div>","PeriodicalId":13549,"journal":{"name":"Infrared Physics & Technology","volume":"153 ","pages":"Article 106358"},"PeriodicalIF":3.4,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145880166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Self-Q-switching laser performance of Nd:ASL crystals at 1.3 μm 1.3 μm Nd:ASL晶体的自调q激光性能
IF 3.4 3区 物理与天体物理 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-12-29 DOI: 10.1016/j.infrared.2025.106360
Wenfang Lin , Conghui Huang , Shulong Zhang , Min Xu , Siliang Tao , Shanming Li , Chengchun Zhao , Qiannan Fang , Xisheng Ye , Yin Hang
The self-Q-switching (SQS) laser performance on Nd-doped crystal at 1.3 μm has been reported for the first time, as far as is known. On Sr0.7Nd0.05La0.25Mg0.3Al11.7O19 (Nd:ASL) disorder crystal, a SQS dual-wavelength laser at 1339.9 and 1370.3 nm with output power up to 1.65 W was obtained under an absorbed pump power of 10.13 W with slope and optical-to-optical efficiencies of 22.3 % and 16.3 %, respectively. Furthermore, an on-surface optical axis quartz birefringent filter (BRF) was inserted in the V-folded cavity to tune the laser wavelength. Lasers at 1306.4, and approximately 1340, 1370, or 1391 nm were obtained. The experimental results indicated that σ polarization direction Nd:ASL is capable of producing dual-wavelength lasers at 1339.9 and 1370.3 nm, which was potential to be employed as the source of THz radiation. Besides, Nd:ASL crystals are enable to generate tunable lasers near 1370 and 1391 nm.
1.3 μm掺杂nd晶体上的自调q (SQS)激光性能是目前所知的首次报道。在sr0.7 nd0.05 la0.25 mg0.3 al11.70 o19 (Nd:ASL)无序晶体上,在吸收泵浦功率为10.13 W的条件下,获得了波长为1339.9和1370.3 nm、输出功率为1.65 W的SQS双波长激光器,其斜率和光效率分别为22.3%和16.3%。此外,在v型折叠腔中插入表面光轴石英双折射滤光片(BRF)来调节激光波长。获得了波长为1306.4 nm、1340 nm、1370 nm或1391 nm的激光。实验结果表明,σ偏振方向Nd:ASL能够产生1339.9和1370.3 nm的双波长激光器,具有作为太赫兹辐射源的潜力。此外,Nd:ASL晶体能够产生1370和1391 nm附近的可调谐激光。
{"title":"Self-Q-switching laser performance of Nd:ASL crystals at 1.3 μm","authors":"Wenfang Lin ,&nbsp;Conghui Huang ,&nbsp;Shulong Zhang ,&nbsp;Min Xu ,&nbsp;Siliang Tao ,&nbsp;Shanming Li ,&nbsp;Chengchun Zhao ,&nbsp;Qiannan Fang ,&nbsp;Xisheng Ye ,&nbsp;Yin Hang","doi":"10.1016/j.infrared.2025.106360","DOIUrl":"10.1016/j.infrared.2025.106360","url":null,"abstract":"<div><div>The self-Q-switching (SQS) laser performance on Nd-doped crystal at 1.3 μm has been reported for the first time, as far as is known. On Sr<sub>0.7</sub>Nd<sub>0.05</sub>La<sub>0.25</sub>Mg<sub>0.3</sub>Al<sub>11.7</sub>O<sub>19</sub> (Nd:ASL) disorder crystal, a SQS dual-wavelength laser at 1339.9 and 1370.3 nm with output power up to 1.65 W was obtained under an absorbed pump power of 10.13 W with slope and optical-to-optical efficiencies of 22.3 % and 16.3 %, respectively. Furthermore, an on-surface optical axis quartz birefringent filter (BRF) was inserted in the V-folded cavity to tune the laser wavelength. Lasers at 1306.4, and approximately 1340, 1370, or 1391 nm were obtained. The experimental results indicated that σ polarization direction Nd:ASL is capable of producing dual-wavelength lasers at 1339.9 and 1370.3 nm, which was potential to be employed as the source of THz radiation. Besides, Nd:ASL crystals are enable to generate tunable lasers near 1370 and 1391 nm.</div></div>","PeriodicalId":13549,"journal":{"name":"Infrared Physics & Technology","volume":"154 ","pages":"Article 106360"},"PeriodicalIF":3.4,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145923448","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Infrared Small Target Detection Fusion Network based on singular value decomposition and Rayleigh feature amplifier 基于奇异值分解和瑞利特征放大器的红外小目标检测融合网络
IF 3.4 3区 物理与天体物理 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-12-26 DOI: 10.1016/j.infrared.2025.106353
Tianlei Ma , Liang Fu , Jinzhu Peng , Fang-Lue Zhang , Heng Zhang , Xiangbo Feng , Teng Wang , Lu Xin
Recent advancements in deep learning-based detection methods have led to substantial improvements in the performance of infrared small target detection (IRSTD). However, most methods rely solely on the original image and overlook the valuable prior knowledge it contains. As a result, these methods exhibit limited capability in extracting and enhancing target features. To tackle this problem, a fusion framework named the Infrared Small Target Detection Fusion Network (ISTDFN) has been developed, consisting mainly of a decomposition network and a detection network. Initially, to guide the network’s focus toward target features, we use the decomposition network to factorize images into sparse and low-rank components. The target information will primarily be contained in the sparse components. Furthermore, to improve the efficiency of feature extraction, the detection network incorporates a feature amplifier based on the Rayleigh distribution, which is inspired by the thermal diffusion model of small targets in physics, enabling dynamic enhancement of target features. Finally, after extracting and enhancing features from the two decomposed components, a singular value feature fusion (SVFF) module is applied in the detection network to facilitate effective information interaction and fusion. Comprehensive experiments demonstrate that the proposed approach can accurately and efficiently detect targets, even under challenging background conditions.
基于深度学习的检测方法的最新进展使得红外小目标检测(IRSTD)的性能有了实质性的提高。然而,大多数方法仅仅依赖于原始图像,而忽略了它所包含的有价值的先验知识。因此,这些方法在提取和增强目标特征方面的能力有限。为了解决这一问题,提出了一种红外小目标检测融合网络(ISTDFN)融合框架,主要由分解网络和检测网络组成。首先,为了将网络的焦点引导到目标特征上,我们使用分解网络将图像分解为稀疏和低秩的组件。目标信息主要包含在稀疏分量中。此外,为了提高特征提取的效率,检测网络引入了基于瑞利分布的特征放大器,该放大器的灵感来自于物理学中小目标的热扩散模型,实现了目标特征的动态增强。最后,对两个分解分量进行特征提取和增强后,在检测网络中应用奇异值特征融合(SVFF)模块,实现有效的信息交互和融合。综合实验表明,该方法可以在复杂的背景条件下准确有效地检测目标。
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引用次数: 0
Four orders spectral compression of Brillouin fiber laser for broadband microwave frequency measurement 宽带微波频率测量用布里渊光纤激光器的四阶频谱压缩
IF 3.4 3区 物理与天体物理 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-12-26 DOI: 10.1016/j.infrared.2025.106332
Lei Yu , Qing Yan , Yafei Hou , Huijie Wang , Xulei Yang , Wenjun He , Yajun You , Yi Liu , Xiujian Chou
A novel technique for microwave frequency measurement (MFM) based on Brillouin fiber laser with a compression ratio exceeding four orders of magnitude is proposed. This method exploits the difference in the propagation velocities of light and sound within a Brillouin resonator, resulting in a spectral compression ratio of 1.82 × 104 between the Brillouin frequency shift and the input optical wavelength. In contrast to existing MFM, this design not only exhibits a wide measurement range but also offers high frequency resolution. In the experiment, the unknown microwave signal in the pump path is first modulated into a single-sideband format using an optical filter and an intensity modulator. The modulated signal acts as the pump to stimulate Brillouin scattering, and the linewidth of the generated Brillouin laser is significantly narrowed through a cascaded resonant cavity comprising two single-mode fiber segments of 500 m and 50 m, respectively. By detecting the beat frequency of the Brillouin lasers in the probe path, wideband MFM is achieved. A 45 GHz broadband microwave spectrum is successfully compressed into a 2.5 MHz frequency domain window at low frequency, achieved by applying a fixed microwave frequency offset based on spectral compression. The frequency resolution was improved to 8.8 MHz using Brillouin laser. Repeated measurements confirmed that the maximum measurement error of the system is 5 MHz. This design provides a feasible solution for a low-cost MFM with optimal performance.
提出了一种基于压缩比超过4个数量级的布里渊光纤激光器的微波频率测量新技术。该方法利用光和声在布里渊谐振腔内传播速度的差异,使得布里渊频移和输入光波长之间的频谱压缩比为1.82 × 104。与现有的MFM相比,该设计不仅具有宽的测量范围,而且具有高的频率分辨率。在实验中,首先使用光滤波器和强度调制器将泵浦光路中的未知微波信号调制成单边带格式。调制后的信号作为泵浦刺激布里渊散射,产生的布里渊激光的线宽通过由两个分别为500 m和50 m的单模光纤段组成的级联谐振腔明显变窄。通过探测探测路径中布里渊激光器的拍频,实现了宽带MFM。采用基于频谱压缩的固定微波频偏,成功地将45 GHz宽带微波频谱压缩到低频2.5 MHz频域窗口。采用布里渊激光将频率分辨率提高到8.8 MHz。经反复测量,系统的最大测量误差为5mhz。该设计为低成本、性能最佳的MFM提供了可行的解决方案。
{"title":"Four orders spectral compression of Brillouin fiber laser for broadband microwave frequency measurement","authors":"Lei Yu ,&nbsp;Qing Yan ,&nbsp;Yafei Hou ,&nbsp;Huijie Wang ,&nbsp;Xulei Yang ,&nbsp;Wenjun He ,&nbsp;Yajun You ,&nbsp;Yi Liu ,&nbsp;Xiujian Chou","doi":"10.1016/j.infrared.2025.106332","DOIUrl":"10.1016/j.infrared.2025.106332","url":null,"abstract":"<div><div>A novel technique for microwave frequency measurement (MFM) based on Brillouin fiber laser with a compression ratio exceeding four orders of magnitude is proposed. This method exploits the difference in the propagation velocities of light and sound within a Brillouin resonator, resulting in a spectral compression ratio of 1.82 × 10<sup>4</sup> between the Brillouin frequency shift and the input optical wavelength. In contrast to existing MFM, this design not only exhibits a wide measurement range but also offers high frequency resolution. In the experiment, the unknown microwave signal in the pump path is first modulated into a single-sideband format using an optical filter and an intensity modulator. The modulated signal acts as the pump to stimulate Brillouin scattering, and the linewidth of the generated Brillouin laser is significantly narrowed through a cascaded resonant cavity comprising two single-mode fiber segments of 500 m and 50 m, respectively. By detecting the beat frequency of the Brillouin lasers in the probe path, wideband MFM is achieved. A 45 GHz broadband microwave spectrum is successfully compressed into a 2.5 MHz frequency domain window at low frequency, achieved by applying a fixed microwave frequency offset based on spectral compression. The frequency resolution was improved to 8.8 MHz using Brillouin laser. Repeated measurements confirmed that the maximum measurement error of the system is 5 MHz. This design provides a feasible solution for a low-cost MFM with optimal performance.</div></div>","PeriodicalId":13549,"journal":{"name":"Infrared Physics & Technology","volume":"153 ","pages":"Article 106332"},"PeriodicalIF":3.4,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145836409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Infrared Physics & Technology
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